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Purity/2FRt0SRqqt0FBt/FRt_purity"trainer/global_step2:JPN²xJ¥bE "Purity/*FRt*SRqqt*FBt/event_purity"trainer/global_step2:JPQÆ÷ŽJ¦bE "Purity/*FRt1SRqqt1FBt/SRqqt_purity"trainer/global_step2:JP5~cûJ§bE "Purity/1FRt1SRqqt*FBt/event_purity"trainer/global_step2:JPŠ N¨bI &Purity/1FRt1SRqqt2FBt/event_proportion"trainer/global_step2:JP²j²©J©bE "Purity/2FRt2SRqqt*FBt/SRqqt_purity"trainer/global_step2:JP~DL.ª) _wandbruntime‚83  _runtime‚83LUð5«êk 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.125 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 +jet/accuracy_2_of_2‚0.04199735447764397 particle/accuracy_3_of_4‚1 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 <"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.0038826195523142815 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 +jet/accuracy_1_of_4‚0.25824177265167236 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.06088709458708763 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.004704006016254425 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.0714285746216774 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 *loss/val_total_loss‚58.827710251320326 <"Purity/*FRt*SRqqt0FBt/event_purity‚0.0022101164795458317 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 jet/accuracy_4_of_4‚0 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 ;"Purity/0FRt1SRqqt1FBt/event_purity‚0.043478261679410934 ;"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.010416666977107525 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 & Purity/2FRt2SRqqt*FBt/FRt_purity‚0 & Purity/*FRt1SRqqt2FBt/FBt_purity‚1 _runtime‚ 83.339923085 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 trainer/global_step‚39 ;"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.007275328040122986 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.002897735685110092 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ;"Purity/0FRt1SRqqt*FBt/event_purity‚0.004651020746678114 ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.043478261679410934 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.3445378243923187 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.06521739065647125 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.003182541113346815 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.020995670929551125 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 +jet/accuracy_1_of_2‚0.13062170147895813 <"Purity/0FRt1SRqqt0FBt/event_purity‚0.0024726451374590397 <"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.0017241379246115685 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.01315789483487606 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 particle/accuracy_3_of_3‚1 particle/accuracy_2_of_4‚1 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 particle/accuracy_1_of_2‚1 +particle/sensitivity‚0.6628493070602417 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 epoch‚0 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.1041666716337204 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.07177034020423889 ;"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.043478261679410934 ;"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.010497835464775562 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9674731492996216 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.02083333395421505 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 jet/accuracy_3_of_4‚0 7validation_average_jet_accuracy‚0.06135079264640808 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.005165840499103069 +particle/specificity‚0.6610070466995239 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 ;"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.022727273404598236 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7773892879486084 <"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.0076339635998010635 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.003394948784261942 ."Purity/1FRt0SRqqt1FBt/event_purity‚0.03125 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 ;"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.007315292023122311 <"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.0020893376786261797 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 +jet/accuracy_2_of_4‚0.07417582720518112 ;"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.003252194030210376 ("Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.003033466637134552 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9548611044883728 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.007062582299113274 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.05000000074505806 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.009793623350560665 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.07776255905628204 & Purity/2FRt0SRqqt*FBt/FRt_purity‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.014479166828095913 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0260416679084301 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.11680672317743301 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.3523809611797333 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.005196774378418922 <"Purity/0FRt*SRqqt0FBt/event_purity‚0.0022398692090064287 9 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.008552180603146553 particle/accuracy_2_of_3‚1 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.7786861658096313 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 <"Purity/1FRt*SRqqt0FBt/event_purity‚0.0023304366040974855 & Purity/0FRt1SRqqt2FBt/FBt_purity‚1 _step‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 ,jet/accuracy_3_of_3‚0.011166403070092201 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.01439144741743803 ("Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0 ;"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.011157486587762833 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.03311965987086296 ("Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.125 & Purity/2FRt0SRqqt0FBt/FRt_purity‚0 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.04500611498951912 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.1260080635547638 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0016181230312213302 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ;"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.022727273404598236 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.1041666716337204 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.01275118812918663 /"Purity/*FRt1SRqqt1FBt/event_purity‚0.046875 ;"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.007535885088145733 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 +jet/accuracy_1_of_3‚0.28771695494651794 particle/accuracy_1_of_4‚1 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 (particle/accuracy‚0.6614176034927368 ("Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt*FBt/event_purity‚0.15164048969745636 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 ("Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0 ;"Purity/*FRt1SRqqt0FBt/event_purity‚0.001388075528666377 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 +jet/accuracy_1_of_1‚0.04788169264793396 (particle/f_score‚0.45492345094680786 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.03999999910593033 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 9 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.006789897568523884 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.0416666679084301 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.0416666679084301 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.009270849637687206 +jet/accuracy_2_of_3‚0.13866974413394928 particle/accuracy_1_of_1‚1 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5692800283432007 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.0714285746216774 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.01039046235382557 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0 $ _timestamp‚1.784843025335069e+09 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 ("Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0 particle/accuracy_2_of_2‚1 ("Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0 <"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.0024726451374590397 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.00504817022010684 + Purity/1FRt0SRqqt1FBt/FRt_purity‚0.0625 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.006558641791343689 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 ;"Purity/*FRt1SRqqt*FBt/event_purity‚0.003293275134637952 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 /particle/accuracy_4_of_4‚0.9258241653442383 ("Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 ;"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.004651020746678114 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.004121999256312847 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5903226137161255 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6214286088943481 ("Purity/*FRt2SRqqt*FBt/event_purity‚0 ;"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.002047188114374876 ;"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.012500000186264515 <"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.0037953366991132498 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.003182541113346815 ;"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.011390524916350842 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/2FRt2SRqqt0FBt/FRt_purity‚0Ð(f,ò5¬ìk 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 ;"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.007315292023122311 <"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.0020893376786261797 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 +jet/accuracy_2_of_4‚0.07417582720518112 ;"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.003252194030210376 ("Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.003033466637134552 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9548611044883728 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.007062582299113274 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.05000000074505806 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.009793623350560665 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.07776255905628204 & Purity/2FRt0SRqqt*FBt/FRt_purity‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.014479166828095913 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0260416679084301 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.11680672317743301 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.3523809611797333 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.005196774378418922 <"Purity/0FRt*SRqqt0FBt/event_purity‚0.0022398692090064287 9 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.008552180603146553 particle/accuracy_2_of_3‚1 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.7786861658096313 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 <"Purity/1FRt*SRqqt0FBt/event_purity‚0.0023304366040974855 & Purity/0FRt1SRqqt2FBt/FBt_purity‚1 _step‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 ,jet/accuracy_3_of_3‚0.011166403070092201 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.01439144741743803 ("Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0 ;"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.011157486587762833 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.03311965987086296 ("Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.125 & Purity/2FRt0SRqqt0FBt/FRt_purity‚0 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.04500611498951912 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.1260080635547638 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0016181230312213302 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ;"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.022727273404598236 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.1041666716337204 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.01275118812918663 /"Purity/*FRt1SRqqt1FBt/event_purity‚0.046875 ;"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.007535885088145733 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 +jet/accuracy_1_of_3‚0.28771695494651794 particle/accuracy_1_of_4‚1 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 (particle/accuracy‚0.6614176034927368 ("Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt*FBt/event_purity‚0.15164048969745636 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 ("Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0 ;"Purity/*FRt1SRqqt0FBt/event_purity‚0.001388075528666377 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 +jet/accuracy_1_of_1‚0.04788169264793396 (particle/f_score‚0.45492345094680786 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.03999999910593033 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 9 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.006789897568523884 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.0416666679084301 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.0416666679084301 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.009270849637687206 +jet/accuracy_2_of_3‚0.13866974413394928 particle/accuracy_1_of_1‚1 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5692800283432007 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.0714285746216774 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.01039046235382557 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0 $ _timestamp‚1.784843025335069e+09 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 ("Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0 particle/accuracy_2_of_2‚1 ("Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0 <"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.0024726451374590397 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.00504817022010684 + Purity/1FRt0SRqqt1FBt/FRt_purity‚0.0625 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.006558641791343689 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 ;"Purity/*FRt1SRqqt*FBt/event_purity‚0.003293275134637952 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 /particle/accuracy_4_of_4‚0.9258241653442383 ("Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 ;"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.004651020746678114 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.004121999256312847 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5903226137161255 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6214286088943481 ("Purity/*FRt2SRqqt*FBt/event_purity‚0 ;"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.002047188114374876 ;"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.012500000186264515 <"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.0037953366991132498 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.003182541113346815 ;"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.011390524916350842 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/2FRt2SRqqt0FBt/FRt_purity‚0 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.125 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 +jet/accuracy_2_of_2‚0.04199735447764397 particle/accuracy_3_of_4‚1 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 <"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.0038826195523142815 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 +jet/accuracy_1_of_4‚0.25824177265167236 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.06088709458708763 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.004704006016254425 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.0714285746216774 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 *loss/val_total_loss‚58.827710251320326 <"Purity/*FRt*SRqqt0FBt/event_purity‚0.0022101164795458317 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 jet/accuracy_4_of_4‚0 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 ;"Purity/0FRt1SRqqt1FBt/event_purity‚0.043478261679410934 ;"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.010416666977107525 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 & Purity/2FRt2SRqqt*FBt/FRt_purity‚0 & Purity/*FRt1SRqqt2FBt/FBt_purity‚1 _runtime‚ 83.339923085 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 trainer/global_step‚39 ;"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.007275328040122986 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.002897735685110092 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ;"Purity/0FRt1SRqqt*FBt/event_purity‚0.004651020746678114 ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.043478261679410934 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.3445378243923187 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.06521739065647125 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.003182541113346815 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.020995670929551125 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 +jet/accuracy_1_of_2‚0.13062170147895813 <"Purity/0FRt1SRqqt0FBt/event_purity‚0.0024726451374590397 <"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.0017241379246115685 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.01315789483487606 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 particle/accuracy_3_of_3‚1 particle/accuracy_2_of_4‚1 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 particle/accuracy_1_of_2‚1 +particle/sensitivity‚0.6628493070602417 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 epoch‚0 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.1041666716337204 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.07177034020423889 ;"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.043478261679410934 ;"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.010497835464775562 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9674731492996216 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.02083333395421505 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 jet/accuracy_3_of_4‚0 7validation_average_jet_accuracy‚0.06135079264640808 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.005165840499103069 +particle/specificity‚0.6610070466995239 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 ;"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.022727273404598236 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7773892879486084 <"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.0076339635998010635 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.003394948784261942 ."Purity/1FRt0SRqqt1FBt/event_purity‚0.03125 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0Ñ$¨zš­‚(: ˜–ŠÓé| gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96394348144531* gpu.0.memoryAllocatedBytes‚ 49790648320 gpu.0.temp‚37.0 gpu.0.powerWatts‚100.894' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚20.178800000000003 gpu.0.smClock‚1275 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0éP¾§½®‚(:² ˜–ŠÓø“Š disk.sda1.in‚0 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.rbd1.in‚0! disk.dm-0.out‚352.32275390625( proc.memory.availableMB‚ 11763.671875 disk.sda3.out‚1.765625 proc.cpu.threads‚17 disk.sda.in‚ 716.140625 disk.sda1.out‚0 disk.sda3.in‚ 716.140625 disk.rbd1.out‚0 disk.sda.out‚1.765625# proc.memory.rssMB‚ 2632.23046875* proc.memory.percent‚10.710573196411133) disk./.usagePercent‚75.72629939687981 disk.sda2.in‚0" disk.nvme0c0n1.in‚ 3902.4765625 network.recv‚48227% disk./.usageGB‚1128.3598709106445 disk.sda2.out‚0& disk.nvme0c0n1.out‚352.32275390625 disk.dm-0.in‚ 3902.4765625 disk.dm-1.in‚ 716.140625 disk.nvme0n1.in‚ 3902.4765625$ disk.nvme0n1.out‚352.32275390625 cpu‚20.285628599289566 disk.dm-1.out‚1.765625 disk.rbd3.in‚0 disk.rbd3.out‚0% memory_percent‚52.133496602376304 network.sent‚64864[ºŸq›¯‚(: §–ŠÓ·Ã gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96394348144531* gpu.0.memoryAllocatedBytes‚ 49790648320 gpu.0.temp‚42.0 gpu.0.powerWatts‚123.937' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚24.787399999999998 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0rHònx°‚(:· §–ŠÓœÑ" disk.dm-0.out‚1106.08447265625 disk.sda2.out‚0 disk.sda1.out‚0 network.sent‚95289( disk./.usagePercent‚75.7262983728345 disk.dm-1.in‚ 716.140625 disk.sda.out‚ 1.9140625 disk.sda1.in‚0 network.recv‚52128 disk.rbd1.in‚0 disk.rbd4.in‚0 disk.sda3.in‚ 716.140625 disk.rbd1.out‚0% disk.nvme0n1.out‚1106.08447265625* proc.memory.percent‚10.126463572184246 disk.sda2.in‚0 disk.sda3.out‚ 1.9140625$ memory_percent‚51.42377217610677' proc.memory.availableMB‚ 11938.09375# disk.nvme0c0n1.in‚ 5246.33203125' disk.nvme0c0n1.out‚1106.08447265625 disk.dm-0.in‚ 5245.83203125 cpu‚20.762938256306224% disk./.usageGB‚1128.3598556518555 disk.rbd3.in‚0 disk.rbd4.out‚0" proc.memory.rssMB‚ 2488.6796875 proc.cpu.threads‚17 disk.dm-1.out‚ 1.9140625 disk.r+ðVâJbd3.out‚0! disk.nvme0n1.in‚ 5246.33203125 disk.sda.in‚ 716.140625®úH»4±b/ lr-AdamW/pg1"trainer/global_step2:JPüS4²b/ lr-AdamW/pg2"trainer/global_step2:JP+×6°0³+ _wandbruntime‚107  _runtime‚107%Τô½ ' lr-AdamW/pg1‚0.00011712292949984808 ' lr-AdamW/pg2‚0.00011712292949984808 trainer/global_step‚49 $ _timestamp‚1.784843049391857e+09 _runtime‚ 107.395534902 _step‚1a€HƒÇµÁ _step‚1 ' lr-AdamW/pg1‚0.00011712292949984808 ' lr-AdamW/pg2‚0.00011712292949984808 trainer/global_step‚49 $ _timestamp‚1.784843049391857e+09 _runtime‚ 107.395534902¢Æqi¶bd 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WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2003 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚248 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 \JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚ 4193457139200 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 _LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚14398388492288 K@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚295230 XEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚14445146743161 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49239031808 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 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]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 [HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚14392428003920 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12265 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039078 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49239031808 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1723858944 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2003 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 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NCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚470754 GDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚14449798962688 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 402597376 XFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚ 4193054541824 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚14451170555904 \IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚14398388492288 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚14398362318848 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345419776 ODDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚295478 C8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚896256 RGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚435540 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cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚ 4126781507584 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611110 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331866 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚822 NCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚435540 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345419776 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚157338 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚243 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0×m r³§O VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 402597376 XFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚ 4193054541824 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚14451170555904 \IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚14398388492288 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚14398362318848 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345419776 ODDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚295478 C8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚896256 RGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚435540 _LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚14392453431888 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10032 TADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚14449798962688 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709835264 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12265 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚34506240 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚822 % _timestamp‚1.7848430493938153e+09 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680155136 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚ 4126781507584 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611110 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331866 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚822 NCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚435540 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345419776 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚157338 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚243 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371593216 \LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 52782063616 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2003 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚248 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 \JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚ 4193457139200 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 _LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚14398388492288 K@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚295230 XEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚14445146743161 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49239031808 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 XHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 51436643840 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371593216 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚138135 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2003 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 \LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 52693311273 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10032 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10038 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚138140 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 [HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚14392428003920 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12265 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039078 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49239031808 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1723858944 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2003 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 UEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 51436643840 YIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 52782063616 GDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12190 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚157095 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 XEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚14451170555904 NCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚435534 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2003 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709835264 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 492390kf»¢; 31808 NCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚470754 GDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚14449798962688’_5ÿd´b_ DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak"trainer/global_step2:JPiÓëênÂbi FDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed"trainer/global_step2:JPÿ†ŒúeÃb` 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WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709835264 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039190 VFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 52369501803 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2003 S@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚14731102361600 BDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345426944 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12192 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 I>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚300858 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚160083 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 404687360 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709835264 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚251 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚36596224 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚822 E:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚923757 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10046 YFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚14677271609344 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 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VCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚14731102361600 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680156160 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 VCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚14724969318689 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331874 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1723858944 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371600384 I>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚923757 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611222 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 ZJDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 53804578816 VFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 52459151872 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2003 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12267 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1`Åý:±±²M VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1723858944 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚822 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚822 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 WGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 53804578816 VDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚ 4272966641664 R?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚14723599279499 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49239031808 ODeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565579 YFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚14671229777696 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚609 LADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚479850 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1723858944 A6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚913705 [KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 67966859264 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UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 ZJDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 53804578816 VFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 52459151872 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2003 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12267 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚140780 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 trainer/global_step‚49 LADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚443907 SCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 52459151872 LADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚469804 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709835264 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039190 VFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 52369501803 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2003 S@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚14731102361600 BDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345426944 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12192 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 I>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚300858 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚160083 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 404687360 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709835264 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚251 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚36596224 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚822 E:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚923757 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10046 YFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚14677271609344 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680156160 PEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚443907 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0O3 *C²b> loss/SRqqt2/assignment_loss"trainer/global_step2:JPÙÅU€@³b; loss/FBt1/detection_loss"trainer/global_step2:JP³W 7´b2 loss/total_loss"trainer/global_step2:JPåÉŸ)Aµb< loss/FRt1/assignment_loss"trainer/global_step2:JPÏ®\@¶b; loss/FRt1/detection_loss"trainer/global_step2:JPCzʘB·b= loss/SRqqt1/detection_loss"trainer/global_step2:JP±?R:B¸b= loss/SRqqt2/detection_loss"trainer/global_step2:JP uA¹b< loss/FRt2/assignment_loss"trainer/global_step2:JPe!íAºb< loss/FBt2/assignment_loss"trainer/global_step2:JPuï07@»b; loss/FRt2/detection_loss"trainer/global_step2:JPÛü­J@¼b; loss/FBt2/detection_loss"trainer/global_step2:JP:81yC½b> loss/SRqqt1/assignment_loss"trainer/global_step2:JP DëA¾b< loss/FBt1/assignment_loss"trainer/global_step2:JP m;0¿+ _wandbruntime‚108  _runtime‚108ZõV¿ýÀ÷ 2loss/SRqqt1/assignment_loss‚3.3327108832354044 0loss/FBt1/assignment_loss‚0.2669836835017024 % _timestamp‚1.7848430509206736e+09 1loss/SRqqt2/assignment_loss‚3.375564204780288 .loss/FBt1/detection_loss‚5.357386733365076 &loss/total_loss‚58.283739443172166 epoch‚1 /loss/FRt1/assignment_loss‚5.326872137002139 /loss/FRt1/detection_loss‚1.4871380188240992 1loss/SRqqt1/detection_loss‚1.1270924456126843 0loss/SRqqt2/detection_loss‚4.705071810181784 _runtime‚ 108.923268428 /loss/FRt2/assignment_loss‚4.525836531997572 1loss/FBt2/assignment_loss‚0.44045057425996764 /loss/FRt2/detection_loss‚0.3947536534586726 /loss/FBt2/detection_loss‚27.943878766952775 trainer/global_step‚49 _step‚4EP9óÁû /loss/FRt1/assignment_loss‚5.326872137002139 /loss/FRt1/detection_loss‚1.4871380188240992 1loss/SRqqt1/detection_loss‚1.1270924456126843 0loss/SRqqt2/detection_loss‚4.705071810181784 _runtime‚ 108.923268428 /loss/FRt2/assignment_loss‚4.525836531997572 1loss/FBt2/assignment_loss‚0.44045057425996764 /loss/FRt2/detection_loss‚0.3947536534586726 /loss/FBt2/detection_loss‚27.943878766952775 trainer/global_step‚49 _step‚4 2loss/SRqqt1/assignment_loss‚3.3327108832354044 0loss/FBt1/assignment_loss‚0.2669836835017024 % _timestamp‚1.7848430509206736e+09 1loss/SRqqt2/assignment_loss‚3.375564204780288 .loss/FBt1/detection_loss‚5.357386733365076 &loss/total_loss‚58.283739443172166 epoch‚1ºàÔRœÂ‚(:‘ ¶–ŠÓÜ¥H gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96394348144531* gpu.0.memoryAllocatedBytes‚ 49790648320 gpu.0.temp‚50.0 gpu.0.powerWatts‚304.459' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚60.891799999999996 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¿;2WÏÂ(:Ä ¶–ŠÓ†ãø disk.dm-0.in‚ 7039.26953125 disk.sda1.out‚0 disk.sda2.out‚0 disk.rbd4.out‚0 disk.sda.out‚ 2.08984375) disk./.usagePercent‚75.72630579716298 disk.rbd3.in‚0$ memory_percent‚51.42649014790853 cpu‚21.153771196095533 disk.dm-1.in‚ 1325.16015625 disk.dm-1.out‚ 2.08984375* proc.memory.availableMB‚11937.42578125* proc.memory.percent‚10.126463572184246 disk.rbd3.out‚0$ disk.nvme0n1.out‚1106.4013671875 disk.sda.in‚ 1325.16015625 proc.cpu.threads‚17 network.sent‚97742 network.recv‚53303 disk.sda2.in‚0 disk.rbd4.in‚0& disk.nvme0c0n1.out‚1106.4013671875! disk.dm-0.out‚1106.4013671875 disk.sda1.in‚0 disk.sda3.in‚ 1325.16015625 disk.sda3.out‚ 2.08984375 disk.rbd1.in‚0 disk.rbd1.out‚0! disk.nvme0n1.in‚ 7039.51953125" proc.memory.rssMB‚ 2488.6796875% disk./.usageGB‚1128.3599662780762# disk.nvme0c0n1.in‚ 7039.51953125°¿(šÄ‚(: Å–ŠÓΧ’ gpu.0.gpu‚6.0 gpu.0.memory‚2+ gpu.0.memoryAllocated‚57.96394348144531* gpu.0.memoryAllocatedBytes‚ 49790648320 gpu.0.temp‚47.0 gpu.0.powerWatts‚351.274' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚70.25479999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚08» ¦ÆÅ‚(:» Å–ŠÓ«È•! disk.nvme0c0n1.in‚ 8950.140625 disk.dm-0.in‚ 8950.140625 disk.sda2.in‚0 network.sent‚155914 disk.sda1.in‚0 cpu‚21.4862454303422 network.recv‚55872 disk.dm-1.out‚ 2.5546875 disk.nvme0n1.in‚ 8950.140625 disk.sda1.out‚0# proc.memory.rssMB‚ 2488.68359375 proc.cpu.threads‚17% disk./.usageGB‚1128.3561706542969 disk.rbd3.out‚0 disk.sda2.out‚0$ disk.nvme0n1.out‚2076.1982421875! disk.dm-0.out‚2076.1982421875 disk.rbd4.in‚0 disk.rbd4.out‚0* proc.memory.availableMB‚11936.98828125* proc.memory.percent‚10.126479466756184) disk./.usagePercent‚75.72605106589317 disk.sda3.in‚ 1325.16015625 disk.rbd1.out‚0& disk.nvme0c0n1.out‚2076.1982421875$ memory_percent‚51.42827033996582 disk.rbd3.in‚0 disk.sda.in‚ 1325.16015625 disk.sda.out‚ 2.5546875 disk.sda3.out‚ 2.5546875 disk.dm-1.in‚ 1325.16015625 disk.rbd1.in‚0ÓiN:Æ‚(:„ Ô–ŠÓ‘¨e gpu.0.gpu‚93.0 gpu.0.memory‚27+ gpu.0.memoryAllocated‚57.96394348144531* gpu.0.memoryAllocatedBytes‚ 49790648320 gpu.0.temp‚50.0 gpu.0.powerWatts‚312.21' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚62.442 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0%‰CGÅÇ‚(:º Ô–ŠÓ±üÉ" disk.dm-0.out‚2142.55517578125 proc.memory.rssMB‚ 2488.6875% disk./.usageGB‚1128.1124801635742 disk.sda2.in‚0 disk.rbd4.out‚0* proc.memory.percent‚10.126495361328125 network.sent‚158369 disk.sda3.out‚2.65625 disk.rbd1.in‚0 disk.rbd3.in‚0 cpu‚21.767598403588455' disk./.usagePercent‚75.709696550338 disk.rbd3.out‚0 disk.rbd4.in‚0$ memory_percent‚51.42784118652344 disk.sda1.in‚0 disk.dm-1.out‚2.65625' disk.nvme0c0n1.out‚2142.55517578125 disk.sda2.out‚0 disk.sda3.in‚ 1325.16015625 disk.dm-0.in‚10070.99609375 disk.sda1.out‚0' proc.memory.availableMB‚ 11937.09375 proc.cpu.threads‚17 network.recv‚57207" disk.nvme0n1.in‚10070.99609375$ disk.nvme0c0n1.in‚10070.99609375 disk.dm-1.in‚ 1325.16015625% disk.nvme0n1.out‚2142.55517578125 disk.rbd1.out‚0 disk.sda.in‚ 1325.16015625 disk.sda.out‚2.65625Þ2V0È+ _wandbruntime‚162  _runtime‚1621" J5ÉÄj ;"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.010139301419258118 (loss/val_total_loss‚36.6908294690197 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 +particle/sensitivity‚0.5739022493362427 ("Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9345238208770752 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 particle/accuracy_3_of_3‚1 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 <"Purity/1FRt*SRqqt*FBt/event_purity‚0.0026395649183541536 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.006607341580092907 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 :"Purity/0FRt*SRqqt*FBt/event_purity‚0.15613912045955658 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8690476417541504 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 9 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.013587577268481255 8 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.02083333395421505 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 ;"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.011939987540245056 ("Purity/*FRt2SRqqt*FBt/event_purity‚0 ;"Purity/0FRt1SRqqt*FBt/event_purity‚0.011723348870873451 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 particle/accuracy_1_of_1‚1 /particle/accuracy_3_of_4‚0.9642857313156128 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.2428571581840515 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 (particle/f_score‚0.49108561873435974 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/0FRt1SRqqt2FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.08697479218244553 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.01315789483487606 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 ;"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.010416666977107525 ;"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.015239434316754341 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.04772727191448212 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 & Purity/*FRt1SRqqt2FBt/FBt_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 & Purity/2FRt0SRqqt0FBt/FRt_purity‚0 particle/accuracy_1_of_3‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.00692592840641737 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5512620210647583 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5564516186714172 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 <"Purity/*FRt0SRqqt0FBt/event_purity‚0.0035431506112217903 +jet/accuracy_1_of_2‚0.14079034328460693 % _timestamp‚1.7848431048614318e+09 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.003385065123438835 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9757729768753052 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 ("Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.02878289483487606 *jet/accuracy_1_of_4‚0.2967033088207245 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.004700912162661552 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.07687240839004517 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.01758658140897751 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.09526209533214569 9 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.028958333656191826 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 ("Purity/1FRt*SRqqt1FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 +jet/accuracy_2_of_4‚0.07417582720518112 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 : Purity/*FRt0SRqqt*FBt/FRt_purity‚0.0032888215500861406 ;"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.019999999552965164 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 +particle/specificity‚0.7931931614875793 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 ;"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.021739130839705467 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9824022054672241 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 trainer/global_step‚79 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.01800907403230667 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 epoch‚1 & Purity/*FRt0SRqqt1FBt/FRt_purity‚0 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 & Purity/2FRt0SRqqt*FBt/FRt_purity‚0 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5892857313156128 <"Purity/*FRt1SRqqt*FBt/event_purity‚0.0066200196743011475 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.04772727191448212 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_2‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.0714285746216774 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 ;"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.011776967905461788 ("Purity/0FRt1SRqqt1FBt/event_purity‚0 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 _runtime‚ 162.864586267 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.7667814493179321 ;"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.012500000186264515 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 -"Purity/0FRt*SRqqt2FBt/event_purity‚0.8125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.014669213443994522 9 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.020995670929551125 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.02777777798473835 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 ("Purity/*FRt1SRqqt1FBt/event_purity‚0 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.2310924530029297 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9588709473609924 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 + Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9375 ;"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.012870138511061668 ;"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.012440191581845284 %particle/accuracy‚0.7464599609375 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.01117677241563797 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 ;"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.013643866404891014 9 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.006789897568523884 ;"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.016026873141527176 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 ;"Purity/0FRt1SRqqt0FBt/event_purity‚0.012329604476690292 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 jet/accuracy_3_of_4‚0 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9571428298950195 ("Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0 9 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.021739130839705467 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_2_of_2‚1 particle/accuracy_1_of_4‚1 ;"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.010181346908211708 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.015625 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 <"Purity/1FRt0SRqqt0FBt/event_purity‚0.0037167291156947613 jet/accuracy_3_of_3‚0 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.007404346019029617 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 : Purity/1FRt0SRqqt0FBt/FRt_purity‚0.0037167291156947613 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_3‚1 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 ("Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 *jet/accuracy_2_of_2‚0.0385664701461792 +jet/accuracy_2_of_3‚0.12568272650241852 ;"Purity/*FRt*SRqqt*FBt/event_purity‚0.045777324587106705 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_4‚1 /particle/accuracy_4_of_4‚0.8543956279754639 9 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.028629031032323837 9 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.012517603114247322 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ("Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9760313034057617 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9830422401428223 9 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.013384474441409111 ;"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.012608353048563004 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0 7validation_average_jet_accuracy‚0.06338047981262207 9 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.015649739652872086 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 ;"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.013284720480442047 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 ;"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.014618609100580215 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.01792668178677559 ("Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 ;"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.012329604476690292 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 & Purity/1FRt0SRqqt1FBt/FRt_purity‚0 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.010030863806605339 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 +jet/accuracy_1_of_3‚0.28953754901885986 ,jet/accuracy_1_of_1‚0.050011880695819855 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.07177034020423889 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 8"Purity/0FRt0SRqqt*FBt/event_purity‚0.970212459564209 ;"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.010497835464775562 : Purity/*FRt*SRqqt0FBt/FRt_purity‚0.0069453842006623745 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.002721061697229743 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 <"Purity/1FRt0SRqqt*FBt/event_purity‚0.0036107515916228294 : Purity/1FRt0SRqqt*FBt/FRt_purity‚0.0036107515916228294 ("Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 ."Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.03125 ("Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 _step‚5 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ("Purity/1FRt0SRqqt1FBt/event_purity‚0 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.02350427396595478$ç“7#ÊÈj 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.0714285746216774 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 ;"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.011776967905461788 ("Purity/0FRt1SRqqt1FBt/event_purity‚0 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 _runtime‚ 162.864586267 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.7667814493179321 ;"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.012500000186264515 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 -"Purity/0FRt*SRqqt2FBt/event_purity‚0.8125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.014669213443994522 9 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.020995670929551125 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.02777777798473835 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 ("Purity/*FRt1SRqqt1FBt/event_purity‚0 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.2310924530029297 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9588709473609924 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 + Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9375 ;"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.012870138511061668 ;"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.012440191581845284 %particle/accuracy‚0.7464599609375 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.01117677241563797 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 ;"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.013643866404891014 9 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.006789897568523884 ;"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.016026873141527176 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 ;"Purity/0FRt1SRqqt0FBt/event_purity‚0.012329604476690292 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 jet/accuracy_3_of_4‚0 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9571428298950195 ("Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0 9 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.021739130839705467 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_2_of_2‚1 particle/accuracy_1_of_4‚1 ;"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.010181346908211708 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.015625 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 <"Purity/1FRt0SRqqt0FBt/event_purity‚0.0037167291156947613 jet/accuracy_3_of_3‚0 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.007404346019029617 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 : Purity/1FRt0SRqqt0FBt/FRt_purity‚0.0037167291156947613 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_3‚1 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 ("Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 *jet/accuracy_2_of_2‚0.0385664701461792 +jet/accuracy_2_of_3‚0.12568272650241852 ;"Purity/*FRt*SRqqt*FBt/event_purity‚0.045777324587106705 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_4‚1 /particle/accuracy_4_of_4‚0.8543956279754639 9 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.028629031032323837 9 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.012517603114247322 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ("Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9760313034057617 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9830422401428223 9 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.013384474441409111 ;"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.012608353048563004 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0 7validation_average_jet_accuracy‚0.06338047981262207 9 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.015649739652872086 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 ;"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.013284720480442047 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 ;"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.014618609100580215 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.01792668178677559 ("Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 ;"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.012329604476690292 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 & Purity/1FRt0SRqqt1FBt/FRt_purity‚0 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.010030863806605339 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 +jet/accuracy_1_of_3‚0.28953754901885986 ,jet/accuracy_1_of_1‚0.050011880695819855 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.07177034020423889 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 8"Purity/0FRt0SRqqt*FBt/event_purity‚0.970212459564209 ;"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.010497835464775562 : Purity/*FRt*SRqqt0FBt/FRt_purity‚0.0069453842006623745 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.002721061697229743 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 <"Purity/1FRt0SRqqt*FBt/event_purity‚0.0036107515916228294 : Purity/1FRt0SRqqt*FBt/FRt_purity‚0.0036107515916228294 ("Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 ."Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.03125 ("Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 _step‚5 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ("Purity/1FRt0SRqqt1FBt/event_purity‚0 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.02350427396595478 ;"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.010139301419258118 (loss/val_total_loss‚36.6908294690197 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 +particle/sensitivity‚0.5739022493362427 ("Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9345238208770752 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 particle/accuracy_3_of_3‚1 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 <"Purity/1FRt*SRqqt*FBt/event_purity‚0.0026395649183541536 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.006607341580092907 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 :"Purity/0FRt*SRqqt*FBt/event_purity‚0.15613912045955658 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8690476417541504 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 9 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.013587577268481255 8 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.02083333395421505 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 ;"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.011939987540245056 ("Purity/*FRt2SRqqt*FBt/event_purity‚0 ;"Purity/0FRt1SRqqt*FBt/event_purity‚0.011723348870873451 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 9»ÂG&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 particle/accuracy_1_of_1‚1 /particle/accuracy_3_of_4‚0.9642857313156128 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.2428571581840515 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 (particle/f_score‚0.49108561873435974 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/0FRt1SRqqt2FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.08697479218244553 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.01315789483487606 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 ;"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.010416666977107525 ;"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.015239434316754341 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.04772727191448212 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 & Purity/*FRt1SRqqt2FBt/FBt_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 & Purity/2FRt0SRqqt0FBt/FRt_purity‚0 particle/accuracy_1_of_3‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.00692592840641737 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5512620210647583 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5564516186714172 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 <"Purity/*FRt0SRqqt0FBt/event_purity‚0.0035431506112217903 +jet/accuracy_1_of_2‚0.14079034328460693 % _timestamp‚1.7848431048614318e+09 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.003385065123438835 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9757729768753052 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 ("Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.02878289483487606 *jet/accuracy_1_of_4‚0.2967033088207245 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.004700912162661552 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.07687240839004517 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.01758658140897751 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.09526209533214569 9 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.028958333656191826 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 ("Purity/1FRt*SRqqt1FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 +jet/accuracy_2_of_4‚0.07417582720518112 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 : Purity/*FRt0SRqqt*FBt/FRt_purity‚0.0032888215500861406 ;"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.019999999552965164 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 +particle/specificity‚0.7931931614875793 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 ;"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.021739130839705467 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9824022054672241 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 trainer/global_step‚79 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.01800907403230667 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 epoch‚1 & Purity/*FRt0SRqqt1FBt/FRt_purity‚0 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 & Purity/2FRt0SRqqt*FBt/FRt_purity‚0 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5892857313156128 <"Purity/*FRt1SRqqt*FBt/event_purity‚0.0066200196743011475 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.04772727191448212 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_2‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0DS¨Ë‚(:„ ã–ŠÓãöP gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96394348144531* gpu.0.memoryAllocatedBytes‚ 49790648320 gpu.0.temp‚41.0 gpu.0.powerWatts‚102.909' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚20.5818 gpu.0.smClock‚1275 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0À¾15ÏÌ‚(:Ä ã–ŠÓ醱 network.recv‚58714% disk./.usageGB‚1128.6354293823242 disk.sda.in‚ 1325.16015625 disk.rbd3.out‚0 proc.cpu.threads‚17 network.sent‚160856 disk.sda.out‚ 3.1015625 disk.sda2.out‚0 disk.sda3.in‚ 1325.16015625# proc.memory.rssMB‚ 2570.08203125 cpu‚22.036692117320282' disk.nvme0c0n1.out‚2362.24658203125 disk.sda1.out‚0 disk.rbd4.in‚0 disk.rbd1.in‚0* proc.memory.percent‚10.457690556844074 disk.sda1.in‚0' disk./.usagePercent‚75.744792631056 disk.dm-0.in‚ 10936.6015625 disk.sda2.in‚0! disk.nvme0n1.in‚ 10936.6015625% disk.nvme0n1.out‚2362.24658203125 disk.rbd3.in‚0* proc.memory.availableMB‚10886.04296875# disk.nvme0c0n1.in‚ 10936.6015625 disk.dm-1.out‚ 3.1015625 disk.rbd4.out‚0 disk.sda3.out‚ 3.1015625 disk.rbd1.out‚0" disk.dm-0.out‚2362.24658203125 disk.dm-1.in‚ 1325.16015625$ memory_percent‚55.70457776387533Ÿ†˜ÀœÍ‚(:‘ ò–ŠÓˆÑ· gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96394348144531* gpu.0.memoryAllocatedBytes‚ 49790648320 gpu.0.temp‚50.0 gpu.0.powerWatts‚295.169' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚59.03379999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0Áú»Ä΂(:¹ ò–ŠÓõí¼ disk.sda2.in‚0 disk.sda1.out‚0' disk./.usagePercent‚75.744792631056 disk.sda1.in‚0 disk.sda3.out‚ 3.19921875 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.sda.in‚ 2017.34375 disk.sda.out‚ 3.19921875 proc.cpu.threads‚17 network.recv‚60842 disk.rbd4.out‚0 disk.dm-1.in‚ 2017.34375! proc.memory.rssMB‚ 2488.953125 disk.dm-0.in‚11209.55859375$ disk.nvme0n1.out‚3332.9404296875* proc.memory.percent‚10.127576192220051" disk.nvme0n1.in‚11209.55859375$ memory_percent‚55.38565317789713 disk.sda3.in‚ 2017.34375 cpu‚22.18712493786411$ disk.nvme0c0n1.in‚11209.55859375& disk.nvme0c0n1.out‚3332.9404296875 disk.sda2.out‚0 disk.rbd4.in‚0 disk.rbd3.in‚0 disk.rbd3.out‚0( proc.memory.availableMB‚ 10964.421875 disk.dm-1.out‚ 3.19921875 network.sent‚211426% disk./.usageGB‚1128.6354293823242! disk.dm-0.out‚3332.9404296875[õ€Ú’Ï‚(:‡ —ŠÓ·ô  gpu.0.gpu‚100.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96394348144531* gpu.0.memoryAllocatedBytes‚ 49790648320 gpu.0.temp‚53.0 gpu.0.powerWatts‚363.578' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚72.7156 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0èY„´Ð‚(:© —ŠÓçŸû disk.nvme0c0n1.in‚ 12522.0625! proc.memory.rssMB‚ 2488.953125 network.sent‚213983! disk.dm-0.out‚3709.2216796875) proc.memory.availableMB‚ 10964.0390625 proc.cpu.threads‚17 disk.dm-1.in‚ 2017.34375 disk.rbd3.out‚0$ disk.nvme0n1.out‚3709.2216796875 disk.sda.out‚3.34375 disk.rbd4.in‚0 disk.sda3.in‚ 2017.34375& disk.nvme0c0n1.out‚3709.2216796875 disk.sda2.out‚0 cpu‚22.379096336309985 disk.rbd1.out‚0 disk.dm-0.in‚ 12522.0625% memory_percent‚55.387210845947266% disk./.usageGB‚1128.6315536499023 disk.sda3.out‚3.34375 disk.rbd1.in‚0 disk.rbd3.in‚0 disk.nvme0n1.in‚ 12522.0625 disk.sda1.in‚0 disk.rbd4.out‚0* proc.memory.percent‚10.127576192220051 network.recv‚62329) disk./.usagePercent‚75.74453252354834 disk.dm-1.out‚3.34375 disk.sda.in‚ 2017.34375 disk.sda2.in‚0 disk.sda1.out‚0 >£V0Ñ+ _wandbruntime‚197  _runtime‚197Ýø\ÄÒ¾ _runtime‚ 197.803406201 _step‚6 ' lr-AdamW/pg1‚0.00011686734187263258 ' lr-AdamW/pg2‚0.00011686734187263258 trainer/global_step‚99 % _timestamp‚1.7848431398009458e+09} “¼ÈÓ ' lr-AdamW/pg1‚0.00011686734187263258 ' lr-AdamW/pg2‚0.00011686734187263258 trainer/global_step‚99 % _timestamp‚1.7848431398009458e+09 _runtime‚ 197.803406201 _step‚6¹OA0Ô+ _wandbruntime‚197  _runtime‚197”壘µ'Õ¯O TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709836800 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚577 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611114 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 103253852453 _LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚28709699479552 K@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚582826 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 132387750400 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10039 XFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚ 8194987389440 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚1791505 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680156672 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚ 8062638339072 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 NCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚866666 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚822 RGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚866666 RGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚934878 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371593728 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚312031 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 NCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚934878 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12193 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 trainer/global_step‚99 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420288 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚822 J?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚924845 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10039 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1723858944 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680156672 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚ 8063006430208 [HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚28698088285744 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1723858944 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚822 _runtime‚ 197.804621367 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚28709673306112 XEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚28814474457088 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚271087 \JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚ 8195394180608 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420288 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12268 XEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚28802712177279 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 NCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚866660 ODDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚583123 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1374991872 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1723858944 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 103429557248 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 103429557248 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12193 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚38700032 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10033 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚609 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 132349050368 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2003 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 316311040 TADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚28801342138197 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚28814474457088 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 104774977536 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 HDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚28813102863360 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 104774977536 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚292 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49239031808 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039082 [HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚28709673306112 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 _step‚7 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2003 J?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚866660 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12268 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6綀й'Ö³O OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10033 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 104598463567 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709836800 TADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚28813102863360 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚1801544 HDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚28813102863360 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 104774977536 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚292 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49239031808 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039082 [HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚28709673306112 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 _step‚7 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2003 J?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚866660 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12268 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709836800 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚577 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611114 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 103253852453 _LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚28709699479552 K@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚582826 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 132387750400 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10039 XFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚ 8194987389440 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚1791505 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680156672 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚ 8062638339072 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 NCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚866666 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚822 RGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚866666 RGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚934878 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371593728 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚312031 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 NCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚934878 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12193 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 trainer/global_step‚99 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420288 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚822 J?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚924845 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10039 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1723858944 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680156672 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚ 8063006430208 [HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚28698088285744 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1723858944 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚822 _runtime‚ 197.804621367 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚28709673306112 XEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚28814474457088 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚271087 \JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚ 8195394180608 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420288 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12268 XEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚28802712177279 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 NCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚866660 ODDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚583123 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1374991872 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1723858944 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 103429557248 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 103429557248 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12193 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚38700032 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10033 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚609 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 132349050368 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2003 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 316311040 TADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚28801342138197 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚28814474457088 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 104774977536 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 HDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚1819007 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚315024 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 105619265319 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2003 H=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚875027 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 VCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚29094406262784 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚609 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚273732 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 133686337024 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1723858944 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚822 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚273727 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 316311040 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331878 I>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚588462 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565583 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚822 LADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚875033 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709836800 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚577 ZHDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚ 8275279133184 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚38692864 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 UHDeviceStatsMonitor.on_traýKƒ=Íin_batch_end/requested_bytes.large_pool.current‚25427968 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚822 EDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371600896 ]JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚28988608770048 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 _runtime‚ 199.22165174 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 104274654093 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427456 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680156672 PEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚875033 LADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚933927 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚ 8141592796160 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 F:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚1819007 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10053 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680156672 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 VCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚29082534752807 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1723858944 VCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚28988582596608 MBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚588756 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚1808954 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10047 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427456 PEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚943974 ZGDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚28988608770048 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611226 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12268 H=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚933927 R?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚29093034661888 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚314735 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 406784000 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49239031808 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709836800 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12193 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚294 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 133647644160 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5Fg®/Ã&Ù½M XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1723858944 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 105797492736 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1374991872 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371600896 ]JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚28988608770048 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 _runtime‚ 199.22165174 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 104274654093 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427456 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680156672 PEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚875033 LADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚933927 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚ 8141592796160 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 F:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚1819007 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10053 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680156672 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 VCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚29082534752807 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1723858944 VCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚28988582596608 MBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚588756 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚1808954 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10047 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427456 PEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚943974 ZGDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚28988608770048 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611226 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12268 H=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚933927 R?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚29093034661888 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚314735 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 406784000 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49239031808 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709836800 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12193 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚294 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 133647644160 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 105797492736 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10047 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49239031808 VDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚ 8274872349184 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 104452065280 YFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚28988582596608 J>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚1819007 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚315024 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 105619265319 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2003 H=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚875027 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 VCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚29094406262784 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚609 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚273732 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 133686337024 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1723858944 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚822 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚273727 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 316311040 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331878 I>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚588462 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565583 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚822 LADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚875033 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709836800 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚577 ZHDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚ 8275279133184 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚38692864 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚822 EÉé‚(:¾ Ì—ŠÓÐ÷–" disk.dm-0.out‚6338.28662109375 disk.sda2.in‚0( proc.memory.availableMB‚ 9781.9140625# proc.memory.rssMB‚ 2557.94921875 disk.rbd3.out‚0% disk.nvme0n1.out‚6338.28662109375 disk.sda2.out‚0 disk.sda1.in‚0 disk.sda1.out‚0) disk./.usagePercent‚75.87518816000456 disk.rbd1.in‚0 disk.sda.out‚ 4.7890625' disk.nvme0c0n1.out‚6338.28662109375* proc.memory.percent‚10.408322016398113 cpu‚23.039845392844654 network.recv‚71876 disk.sda3.in‚ 3420.06640625 disk.dm-1.in‚ 3420.06640625 disk.sda.in‚ 3420.06640625! disk.nvme0c0n1.in‚ 16831.59375 disk.rbd4.in‚0 disk.dm-1.out‚ 4.7890625 disk.rbd3.in‚0$ memory_percent‚60.19728978474935 proc.cpu.threads‚17 network.sent‚330502 disk.sda3.out‚ 4.7890625 disk.rbd1.out‚0 disk.dm-0.in‚ 16831.59375% disk./.usageGB‚1130.5783882141113 disk.rbd4.out‚0 disk.nvme0n1.in‚ 16831.59375X¾í>’ê‚(:‡ Û—ŠÓÝë@ gpu.0.gpu‚100.0 gpu.0.memory‚33+ gpu.0.memoryAllocated‚57.96394348144531* gpu.0.memoryAllocatedBytes‚ 49790648320 gpu.0.temp‚52.0 gpu.0.powerWatts‚354.641' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚70.9282 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0»t€U»ë‚(:° Û—ŠÓÙ“¥ disk.sda2.out‚0 disk.sda1.out‚0 disk.rbd4.in‚0 disk.dm-1.out‚ 4.91015625" disk.dm-0.out‚6788.03662109375* proc.memory.percent‚10.408322016398113$ disk./.usageGB‚1130.578468322754 disk.nvme0n1.in‚18056 disk.dm-0.in‚18056# proc.memory.rssMB‚ 2557.94921875 disk.sda.in‚ 3420.06640625 disk.sda.out‚ 4.91015625 disk.sda2.in‚0 disk.sda1.in‚0 disk.sda3.out‚ 4.91015625 disk.dm-1.in‚ 3420.06640625 network.sent‚332877 disk.rbd4.out‚0% memory_percent‚60.541137059529625) disk./.usagePercent‚75.87519353624242 disk.sda3.in‚ 3420.06640625% disk.nvme0n1.out‚6788.03662109375' disk.nvme0c0n1.out‚6788.03662109375 disk.rbd1.out‚0 disk.nvme0c0n1.in‚18056 cpu‚23.143530084145933 network.recv‚73204 disk.rbd1.in‚0 disk.rbd3.in‚0 disk.rbd3.out‚0) proc.memory.availableMB‚ 9697.41015625 proc.cpu.threads‚17‘„/Ú0ì+ _wandbruntime‚287  _runtime‚287½«—žÅí¿ _step‚11 ' lr-AdamW/pg1‚0.00011623748444403592 ' lr-AdamW/pg2‚0.00011623748444403592 trainer/global_step‚149 $ _timestamp‚1.784843229659284e+09 _runtime‚ 287.661744732áŠ÷Éîà ' lr-AdamW/pg1‚0.00011623748444403592 ' lr-AdamW/pg2‚0.00011623748444403592 trainer/global_step‚149 $ _timestamp‚1.784843229659284e+09 _runtime‚ 287.661744732 _step‚11 >™¤a0ï+ _wandbruntime‚287  _runtime‚287ùjð4Â'ð¼O XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1723858944 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 155422472192 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 TADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚43158907572314 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1723858944 Q>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚43176406765568 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚11999231352832 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 198018703872 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚43020984293376 [HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚43020984293376 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚404039 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚822 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚1297786 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 TADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚43176406765568 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚11998863261696 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚44990976 _LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚43003773995536 [HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚43003748567568 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 trainer/global_step‚149 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2003 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚1399005 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚463975 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚1388971 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 156767892992 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚12196836974592 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49239031808 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚1388971 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚1297792 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 # _timestamp‚1.78484322966031e+09 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚404044 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚2696797 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚463657 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 413082112 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2003 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2003 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 197973712896 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 156503615864 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚323 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 _runtime‚ 287.663060507 _step‚12 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 156767892992 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 \IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚43021010466816 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚1399005 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚609 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 HDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚822 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 155422472192 ODDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚868019 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚577 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 HDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚43177778359808 XEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚43160277611400 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49239031808 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚1297792 _LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚43021010466816 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚318 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚1297786 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚12197250056704 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 316311040 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2003 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚2686757 XEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚43177778359808 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49239031808 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1374991872 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 155159004746 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚822 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1723858944ÊãSÌÓñÀO OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚1388971 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 156767892992 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚12196836974592 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 O?DeviceStatsMonitor.on_train_b"ÑLó%atch_start/reserved_bytes.all.peak‚ 49239031808 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚1388971 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚1297792 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 # _timestamp‚1.78484322966031e+09 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚404044 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚2696797 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚463657 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 413082112 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2003 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2003 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 197973712896 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 156503615864 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚323 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 _runtime‚ 287.663060507 _step‚12 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 156767892992 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 \IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚43021010466816 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚1399005 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚609 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 HDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚822 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 155422472192 ODDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚868019 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚577 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 HDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚43177778359808 XEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚43160277611400 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49239031808 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚1297792 _LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚43021010466816 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚318 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚1297786 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚12197250056704 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 316311040 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2003 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚2686757 XEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚43177778359808 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49239031808 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1374991872 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 155159004746 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚822 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1723858944 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1723858944 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 155422472192 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 TADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚43158907572314 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1723858944 Q>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚43176406765568 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚11999231352832 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 198018703872 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚43020984293376 [HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚43020984293376 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚404039 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚822 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚1297786 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 TADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚43176406765568 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚11998863261696 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚44990976 _LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚43003773995536 [HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚43003748567568 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 trainer/global_step‚149 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2003 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚1399005 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚463975 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528  |‚Ù0ò+ _wandbruntime‚289  _runtime‚289ª+…‡Î&óÈM QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 I>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚873311 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2003 MBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚873631 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚1306153 EDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1723858944 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2003 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚2704206 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚1398053 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 157790408192 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚12077817718784 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 % _timestamp‚1.7848432310766273e+09 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 157524417616 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚466632 R?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚43438730147730 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚2704206 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚315 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 trainer/global_step‚149 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚1306159 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚1306153 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚609 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚320 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 ]JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚43299919757312 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2003 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 VCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚43457710165504 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚1408101 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚577 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 199246817280 ]JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚43282575769312 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 J>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚2714260 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 316311040 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚822 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 ODeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚2714260 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 316311040 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚822 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 ODeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚873311 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2003 MBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚873631 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚1306153 EDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1723858944 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2003 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚2704206 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚1398053 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 157790408192 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚12077817718784 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 % _timestamp‚1.7848432310766273e+09 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 157524417616 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚466632 R?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚43438730147730 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚2704206 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚315 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 trainer/global_step‚149 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚1306159 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚1306153 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚609 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚320 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 ]JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚43299919757312 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2003 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 VCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚43457710165504 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚1408101 ÚJœ0õ+ _wandbruntime‚289  _runtime‚289‡Ö: ûöõ /loss/FRt1/detection_loss‚1.3832323151560413 1loss/SRqqt2/detection_loss‚2.9715917735593393 /loss/FBt1/detection_loss‚16.382875931772023 trainer/global_step‚149 1loss/SRqqt2/assignment_loss‚2.127675179814555 1loss/FBt1/assignment_loss‚0.28455684372469975 -loss/FRt2/detection_loss‚0.33398149660013 /loss/SRqqt1/detection_loss‚1.40613160276266 .loss/FBt2/detection_loss‚5.104783186589337 epoch‚3 /loss/FRt1/assignment_loss‚4.740520306770375 0loss/FBt2/assignment_loss‚0.3226705051490431 %loss/total_loss‚41.78558186139109 % _timestamp‚1.7848432311325374e+09 _step‚14 /loss/FRt2/assignment_loss‚4.554412095026038 2loss/SRqqt1/assignment_loss‚2.1731506244668477 _runtime‚ 289.134782165œÓ?¦ÿ÷ù 1loss/SRqqt2/assignment_loss‚2.127675179814555 1loss/FBt1/assignment_loss‚0.28455684372469975 -loss/FRt2/detection_loss‚0.33398149660013 /loss/SRqqt1/detection_loss‚1.40613160276266 .loss/FBt2/detection_loss‚5.104783186589337 epoch‚3 /loss/FRt1/assignment_loss‚4.740520306770375 0loss/FBt2/assignment_loss‚0.3226705051490431 %loss/total_loss‚41.78558186139109 % _timestamp‚1.7848432311325374e+09 _step‚14 /loss/FRt2/assignment_loss‚4.554412095026038 2loss/SRqqt1/assignment_loss‚2.1731506244668477 _runtime‚ 289.134782165 /loss/FRt1/detection_loss‚1.3832323151560413 1loss/SRqqt2/detection_loss‚2.9715917735593393 /loss/FBt1/detection_loss‚16.382875931772023 trainer/global_step‚149{%>‘ø‚(:† ê—ŠÓ–­ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96394348144531* gpu.0.memoryAllocatedBytes‚ 49790648320 gpu.0.temp‚51.0 gpu.0.powerWatts‚296.582' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚59.3164 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0…} ÅÐù‚(:Å ê—ŠÓ©íÕ$ disk.nvme0n1.out‚6788.7822265625 network.recv‚74424) disk./.usagePercent‚75.87518841601589" disk.nvme0n1.in‚18467.85546875 disk.dm-0.in‚18467.85546875 disk.sda3.in‚ 3850.92578125* proc.memory.percent‚10.408353805541992 proc.cpu.threads‚17 disk.dm-1.in‚ 3850.92578125 disk.sda.in‚ 3850.92578125 disk.rbd1.out‚0 disk.rbd3.in‚0 disk.rbd3.out‚0 disk.sda1.in‚0 disk.sda.out‚ 5.5078125$ memory_percent‚60.88423728942871 disk.rbd1.in‚0 cpu‚23.236467721162928 disk.dm-1.out‚ 5.5078125! disk.dm-0.out‚6788.7822265625 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.sda3.out‚ 5.5078125) proc.memory.availableMB‚ 9613.08984375% disk./.usageGB‚1130.5783920288086$ disk.nvme0c0n1.in‚18467.85546875& disk.nvme0c0n1.out‚6788.7822265625 disk.sda1.out‚0# proc.memory.rssMB‚ 2557.95703125 network.sent‚335246 disk.sda2.in‚0 disk.sda2.out‚0ˆ¥wœ0ú+ _wandbruntime‚307  _runtime‚307‹’5ûëj 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.`}1<5023681640625 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 ,jet/accuracy_2_of_2‚0.039723873138427734 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 & Purity/*FRt0SRqqt1FBt/FRt_purity‚0 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.0683019757270813 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 +jet/accuracy_1_of_2‚0.19200563430786133 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.006759534124284983 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5892857313156128 9 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.007431881967931986 & Purity/1FRt0SRqqt1FBt/FRt_purity‚0 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.06600822508335114 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.04772727191448212 *jet/accuracy_2_of_4‚0.0357142873108387 particle/accuracy_1_of_4‚1 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8"Purity/0FRt0SRqqt*FBt/event_purity‚0.970212459564209 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9345238208770752 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.006172839552164078 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 jet/accuracy_3_of_3‚0 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.009445389732718468 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.0730210393667221 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9722434282302856 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0520833358168602 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/*FRt2SRqqt*FBt/event_purity‚0 ;"Purity/*FRt*SRqqt*FBt/event_purity‚0.061385296285152435 & Purity/*FRt*SRqqt1FBt/FRt_purity‚0 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.06920044124126434 +particle/specificity‚0.8146595358848572 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.006666666828095913 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.08739177882671356 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.010874947533011436 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.005319148767739534 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.010654089972376823 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0016393442638218403 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.009615384973585606 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 & Purity/2FRt2SRqqt0FBt/FRt_purity‚0 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.008326339535415173 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.08116883039474487 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 *jet/accuracy_1_of_4‚0.2967033088207245 (particle/accuracy‚0.7488607168197632 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.021570077165961266 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9427419304847717 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 _step‚15 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.06732888519763947 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.07146860659122467 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 'particle/f_score‚0.4620370864868164 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.04904306307435036 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5564516186714172 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.04700854793190956 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9571428298950195 & Purity/1FRt*SRqqt1FBt/FRt_purity‚0 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 /particle/accuracy_3_of_3‚0.9935064911842346 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.009837107732892036 9 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.008928571827709675 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9736841917037964 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.06983808428049088 epoch‚3 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 particle/accuracy_2_of_4‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 _runtime‚ 307.541346273 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.0626937597990036 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.08147911727428436 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.0803571492433548 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.04772727191448212 *jet/accuracy_2_of_3‚0.1461949348449707 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.07458321750164032 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.08038277179002762 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 *loss/val_total_loss‚31.460982539862446 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.010119638405740261 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.5336134433746338 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.00909090880304575 particle/accuracy_1_of_2‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5512620210647583 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.03782113641500473 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 /particle/accuracy_4_of_4‚0.8873625993728638 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9801520109176636 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 -"Purity/0FRt*SRqqt2FBt/event_purity‚0.8125 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 % _timestamp‚1.7848432495381382e+09 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.19102822244167328 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.08947816491127014 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.7667814493179321 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0017241379246115685 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 particle/accuracy_3_of_4‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.06594453752040863 jet/accuracy_4_of_4‚0 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.06920044124126434 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.0357142873108387 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9824022054672241 *jet/accuracy_1_of_3‚0.3557470440864563 9 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.007100231945514679 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 7validation_average_jet_accuracy‚0.08470769226551056 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.07044892758131027 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.17352941632270813 : Purity/2FRt*SRqqt*FBt/FRt_purity‚0.0060240961611270905 particle/accuracy_1_of_3‚1 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.009740357287228107 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.08327239751815796 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 ("Purity/1FRt*SRqqt1FBt/event_purity‚0 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.5571428537368774 ;"Purity/*FRt1SRqqt0FBt/event_purity‚0.039552927017211914 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 particle/accuracy_1_of_1‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.00657894741743803 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 & Purity/*FRt1SRqqt1FBt/FRt_purity‚0 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.011172774247825146 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.005319148767739534 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.010416666977107525 & Purity/2FRt2SRqqt*FBt/FRt_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 +particle/sensitivity‚0.5059500932693481 :"Purity/0FRt*SRqqt*FBt/event_purity‚0.19789020717144012 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 & Purity/1FRt1SRqqt1FBt/FRt_purity‚0 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9166666865348816 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.010662205517292023 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8690476417541504 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 jet/accuracy_3_of_4‚0 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/0FRt1SRqqt1FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9757729768753052 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.008563795126974583 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.010874947533011436 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.08156028389930725 trainer/global_step‚159 ."Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.03125 ("Purity/1FRt0SRqqt1FBt/event_purity‚0 : Purity/1FRt1SRqqt*FBt/FRt_purity‚0.0065149348229169846 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.0467391312122345 +jet/accuracy_1_of_1‚0.06952158361673355 particle/accuracy_2_of_2‚1 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/*FRt1SRqqt1FBt/event_purity‚0 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.08126018196344376 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_2_of_3‚1 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.011172774247825146 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.07265317440032959 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.010364744812250137 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9655172824859619[ȃu5üïj ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.0683019757270813 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 +jet/accuracy_1_of_2‚0.19200563430786133 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.006759534124284983 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5892857313156128 9 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.007431881967931986 & Purity/1FRt0SRqqt1FBt/FRt_purity‚0 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.06600822508335114 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.04772727191448212 *jet/accuracy_2_of_4‚0.0357142873108387 particle/accuracy_1_of_4‚1 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8"Purity/0FRt0SRqqt*FBt/event_purity‚0.970212459564209 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9345238208770752 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.006172839552164078 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 jet/accuracy_3_of_3‚0 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.009445389732718468 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.0730210393667221 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9722434282302856 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0520833358168602 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/*FRt2SRqqt*FBt/event_purity‚0 ;"Purity/*FRt*SRqqt*FBt/event_purity‚0.061385296285152435 & Purity/*FRt*SRqqt1FBt/FRt_purity‚0 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.06920044124126434 +particle/specificity‚0.8146595358848572 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.006666666828095913 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.08739177882671356 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.010874947533011436 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.005319148767739534 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.010654089972376823 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0016393442638218403 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.009615384973585606 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 & Purity/2FRt2SRqqt0FBt/FRt_purity‚0 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.008326339535415173 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.08116883039474487 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 *jet/accuracy_1_of_4‚0.2967033088207245 (particle/accuracy‚0.7488607168197632 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.021570077165961266 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9427419304847717 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 _step‚15 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.06732888519763947 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.07146860659122467 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 'particle/f_score‚0.4620370864868164 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.04904306307435036 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5564516186714172 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.04700854793190956 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9571428298950195 & Purity/1FRt*SRqqt1FBt/FRt_purity‚0 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 /particle/accuracy_3_of_3‚0.9935064911842346 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.009837107732892036 9 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.008928571827709675 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9736841917037964 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.06983808428049088 epoch‚3 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 particle/accuracy_2_of_4‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 _runtime‚ 307.541346273 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.0626937597990036 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.08147911727428436 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.0803571492433548 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.04772727191448212 *jet/accuracy_2_of_3‚0.1461949348449707 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.07458321750164032 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.08038277179002762 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 *loss/val_total_loss‚31.460982539862446 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.010119638405740261 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.5336134433746338 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.00909090880304575 particle/accuracy_1_of_2‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5512620210647583 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.03782113641500473 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 /particle/accuracy_4_of_4‚0.8873625993728638 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9801520109176636 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 -"Purity/0FRt*SRqqt2FBt/event_purity‚0.8125 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 % _timestamp‚1.7848432495381382e+09 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.19102822244167328 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.08947816491127014 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.7667814493179321 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0017241379246115685 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 particle/accuracy_3_of_4‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.06594453752040863 jet/accuracy_4_of_4‚0 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.06920044124126434 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.0357142873108387 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9824022054672241 *jet/accuracy_1_of_3‚0.3557470440864563 9 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.007100231945514679 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 7validation_average_jet_accuracy‚0.08470769226551056 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.07044892758131027 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.17352941632270813 : Purity/2FRt*SRqqt*FBt/FRt_purity‚0.0060240961611270905 particle/accuracy_1_of_3‚1 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.009740357287228107 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.08327239751815796 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 ("Purity/1FRt*SRqqt1FBt/event_purity‚0 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.5571428537368774 ;"Purity/*FRt1SRqqt0FBt/event_purity‚0.039552927017211914 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 particle/accuracy_1_of_1‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.00657894741743803 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 & Purity/*FRt1SRqqt1FBt/FRt_purity‚0 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.011172774247825146 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.005319148767739534 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.010416666977107525 & Purity/2FRt2SRqqt*FBt/FRt_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 +particle/sensitivity‚0.5059500932693481 :"Purity/0FRt*SRqqt*FBt/event_purity‚0.19789020717144012 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 & Purity/1FRt1SRqqt1FBt/FRt_purity‚0 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9166666865348816 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.010662205517292023 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8690476417541504 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 jet/accuracy_3_of_4‚0 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/0FRt1SRqqt1FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9757729768753052 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.008563795126974583 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.010874947533011436 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.08156028389930725 trainer/global_step‚159 ."Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.03125 ("Purity/1FRt0SRqqt1FBt/event_purity‚0 : Purity/1FRt1SRqqt*FBt/FRt_purity‚0.0065149348229169846 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.0467391312122345 +jet/accuracy_1_of_1‚0.06952158361673355 particle/accuracy_2_of_2‚1 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/*FRt1SRqqt1FBt/event_purity‚0 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.08126018196344376 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_2_of_3‚1 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.011172774247825146 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.07265317440032959 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.010364744812250137 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9655172824859619 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 ,jet/accuracy_2_of_2‚0.039723873138427734 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 & Purity/*FRt0SRqqt1FBt/FRt_purity‚0 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625,Ý}Ëœý‚(:‘ ù—ŠÓÑÁ gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚296.776' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚59.355199999999996 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0³]PÐþ‚(:Å ù—ŠÓ˜âç disk.dm-1.in‚ 3850.92578125 disk.sda1.in‚0 disk.rbd4.out‚0$ memory_percent‚61.25342051188151$ disk.nvme0c0n1.in‚18789.60546875 proc.cpu.threads‚17 network.sent‚393404 network.recv‚76910" disk.nvme0n1.in‚18789.60546875& disk.nvme0c0n1.out‚7758.5478515625* proc.memory.percent‚10.419114430745442 cpu‚23.303982193189206 disk.sda3.in‚ 3850.92578125 disk.rbd1.in‚0 disk.rbd3.out‚0' proc.memory.availableMB‚ 9522.359375 disk.rbd1.out‚0 disk.rbd3.in‚0$ disk.nvme0n1.out‚7758.5478515625 disk.sda2.in‚0% disk./.usageGB‚1130.5824546813965 disk.sda3.out‚ 5.68359375 disk.dm-1.out‚ 5.68359375! disk.dm-0.out‚7758.5478515625 disk.rbd4.in‚0 disk.sda.in‚ 3850.92578125 disk.sda.out‚ 5.68359375 disk.dm-0.in‚18789.60546875 disk.sda1.out‚0) disk./.usagePercent‚75.87546106807854 disk.sda2.out‚0" proc.memory.rssMB‚ 2560.6015625Ü" “ÿ‚(:ˆ ‡˜ŠÓãçÜ gpu.0.gpu‚59.0 gpu.0.memory‚19+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚356.827' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚71.3654 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0D¿¼ôÍ€‚(: ˆ˜ŠÓŸŒö network.recv‚79290 disk.rbd3.in‚0 disk.sda.in‚ 3850.92578125' disk.nvme0c0n1.out‚7758.85302734375 disk.dm-0.in‚ 19911.4140625 disk.rbd3.out‚0) disk./.usagePercent‚75.87546106807854 disk.sda2.out‚0 disk.sda1.out‚0 disk.sda3.in‚ 3850.92578125) proc.memory.availableMB‚ 9434.03515625 network.sent‚444158 disk.rbd1.in‚0* proc.memory.percent‚10.419114430745442 disk.sda1.in‚0 disk.rbd4.out‚0 disk.dm-1.in‚ 3850.92578125% disk.nvme0n1.out‚7758.85302734375# disk.nvme0c0n1.in‚ 19911.4140625" disk.dm-0.out‚7758.85302734375 cpu‚23.38478798038831 proc.cpu.threads‚17% disk./.usageGB‚1130.5824546813965 disk.sda2.in‚0 disk.sda3.out‚ 5.8828125 disk.dm-1.out‚ 5.8828125" proc.memory.rssMB‚ 2560.6015625 disk.sda.out‚ 5.8828125 disk.rbd4.in‚0 disk.rbd1.out‚0! disk.nvme0n1.in‚ 19911.4140625# memory_percent‚61.6128126780192 >J‘‚(:† —˜ŠÓ†Ð" gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚290.651' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚58.1302 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0À½“Ò‚‚(:Ç —˜ŠÓà‚â disk.rbd1.out‚0" disk.nvme0n1.in‚20827.47265625) proc.memory.availableMB‚ 9349.82421875" proc.memory.rssMB‚ 2560.6015625* proc.memory.percent‚10.419114430745442 network.sent‚446644 disk.rbd3.in‚0) disk./.usagePercent‚75.87520480074078 disk.dm-0.in‚20827.47265625 disk.dm-1.in‚ 3850.92578125 disk.dm-1.out‚ 6.1015625 cpu‚23.458210148583028 network.recv‚80867 disk.sda.out‚ 6.1015625' disk.nvme0c0n1.out‚8728.62255859375 disk.sda3.out‚ 6.1015625 disk.rbd3.out‚0$ memory_percent‚61.95546785990397 disk.sda.in‚ 3850.92578125" disk.dm-0.out‚8728.62255859375 disk.sda1.in‚0 disk.rbd4.out‚0 proc.cpu.threads‚17% disk./.usageGB‚1130.5786361694336 disk.sda2.in‚0 disk.sda2.out‚0 disk.sda3.in‚ 3850.92578125 disk.rbd1.in‚0$ disk.nvme0c0n1.in‚20827.47265625% disk.nvme0n1.out‚8728.62255859375 disk.sda1.out‚0 disk.rbd4.in‚0“.^ß‘ƒ‚(:† ¦˜ŠÓù¥: gpu.0.gpu‚60.0 gpu.0.memory‚18+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚126.664' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚25.3328 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0îâËßI„‚(:½ ¦˜ŠÓëÆÍ disk.rbd1.out‚0! disk.nvme0n1.in‚ 21982.5390625# disk.nvme0c0n1.in‚ 21982.5390625" disk.dm-0.out‚8729.02880859375 disk.dm-0.in‚ 21982.5390625* proc.memory.percent‚10.419114430745442 cpu‚23.52885893530488 disk.sda1.out‚0 disk.sda.in‚ 4765.109375$ memory_percent‚62.33194669087728) proc.memory.availableMB‚ 9257.30078125 network.sent‚449038 disk.rbd1.in‚0 disk.rbd3.in‚0 disk.sda3.in‚ 4765.109375% disk.nvme0n1.out‚8729.02880859375 disk.sda.out‚ 6.3046875" proc.memory.rssMB‚ 2560.6015625 proc.cpu.threads‚17 network.recv‚82055 disk.sda2.in‚0 disk.rbd3.out‚0' disk.nvme0c0n1.out‚8729.02880859375 disk.rbd4.in‚0 disk.sda3.out‚ 6.3046875 disk.dm-1.in‚ 4765.109375 disk.dm-1.out‚ 6.3046875% disk./.usageG ‚ÍîB‚1130.5786361694336 disk.sda1.in‚0 disk.rbd4.out‚0) disk./.usagePercent‚75.87520480074078 disk.sda2.out‚0çç(¨0…+ _wandbruntime‚374  _runtime‚374[G9ÆƆÀ trainer/global_step‚199 % _timestamp‚1.7848433163258398e+09 _runtime‚ 374.328434701 _step‚16 ' lr-AdamW/pg1‚0.00011523740052744912 ' lr-AdamW/pg2‚0.00011523740052744912XZ¸Ê‡Ä _runtime‚ 374.328434701 _step‚16 ' lr-AdamW/pg1‚0.00011523740052744912 ' lr-AdamW/pg2‚0.00011523740052744912 trainer/global_step‚199 % _timestamp‚1.7848433163258398e+09ýîB0ˆ+ _wandbruntime‚374  _runtime‚374Å•3lÆ'‰ÀO D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 207415388160 _LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚57309434277360 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚1853099 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 263372720128 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚3582011 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 _LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚57332321454080 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 415179264 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 _runtime‚ 374.329755144 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚57541082263040 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 XEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚57541082263040 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1376949760 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚609 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 207064157044 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 208408768162 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 trainer/global_step‚199 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 208760808960 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚1153062 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚1863133 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 208760808960 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚616071 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 207415388160 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚3592051 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚536996 TADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚57539710668800 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚342 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚337 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 TADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚57516473006436 _step‚17 \IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚57332321454080 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚616408 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚15935456275456 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚577 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚16198413816320 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 Q>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚57539710668800 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 263325632000 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 [HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚57309408849392 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 % _timestamp‚1.7848433163269746e+09 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 [HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚57332295280640 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚1728918 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚536991 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 XEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚57517843045522 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚16198828995584 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚1728918 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚1863133 HDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚15935088184320 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚47088128 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚57332295280640 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚1728912 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚1728912 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096UŸ+·Ê'ŠÄO NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚577 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚16198413816320 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 Q>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚57539710668800 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 263325632000 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 [HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚57309408849392 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 % _timestamp‚1.7848433163269746e+09 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 [HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚57332295280640 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚1728918 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚536991 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 XEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚57517843045522 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚16198828995584 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚1728918 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚1863133 HDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚15935088184320 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚47088128 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚57332295280640 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚1728912 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚1728912 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 207415388160 _LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚57309434277360 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚1853099 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 263372720128 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚3582011 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 _LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚57332321454080 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 415179264 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 _runtime‚ 374.329755144 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚57541082263040 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 XEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚57541082263040 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1376949760 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚609 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 207064157044 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 208408768162 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 trainer/global_step‚199 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 208760808960 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚1153062 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚1863133 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 208760808960 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚616071 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 207415388160 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚3592051 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚536996 TADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚57539710668800 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚342 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚337 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 TADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚57516473006436 _step‚17 \IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚57332321454080 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚616408 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚15935456275456 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184¦6w¢›‹‚(: µ˜ŠÓÑä$ gpu.0.gpu‚100.0 gpu.0.memory‚33+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚274.13' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚54.82599999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¯ÐýøÄŒ‚(:¹ µ˜ŠÓ”Žç" disk.dm-0.out‚8729.27099609375 disk.sda1.in‚0$ memory_percent‚63.64442507425944 disk.rbd1.out‚0 disk.sda.in‚ 4765.109375" disk.nvme0c0n1.in‚ 22330.421875' disk.nvme0c0n1.out‚8729.27099609375 disk.sda.out‚ 6.5078125 disk.sda2.in‚0 disk.sda2.out‚0* proc.memory.percent‚10.419130325317383 proc.cpu.threads‚17 disk.rbd4.out‚0 disk.nvme0n1.in‚ 22330.421875 network.recv‚83587) proc.memory.availableMB‚ 8934.74609375 network.sent‚451462 disk.dm-1.in‚ 4765.109375 disk.rbd3.out‚0% disk.nvme0n1.out‚8729.27099609375' disk./.usagePercent‚75.875208896922 disk.rbd4.in‚0 disk.sda3.in‚ 4765.109375 disk.sda3.out‚ 6.5078125 disk.rbd3.in‚0 disk.sda1.out‚0# proc.memory.rssMB‚ 2560.60546875 cpu‚23.59222819735713% disk./.usageGB‚1130.5786972045898 disk.dm-1.out‚ 6.5078125 disk.rbd1.in‚0 disk.dm-0.in‚ 22330.421875ƒçõ0+ _wandbruntime‚375  _runtime‚375'Ë¡Ð&ŽÊM N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚1737285 VCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚57797665621050 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 YFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚57611204571136 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚345 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚1862181 S@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚57821014068736 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚3599460 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 ]JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚57611230744576 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚619025 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 R?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚57819642467328 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 264580960768 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 _runtime‚ 375.753881012 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚1737285 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚340 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 ODeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚3609514 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚539636 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚16278255511040 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚1737279 EDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚1158656 ]JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚57588236051136 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚1872229 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 BDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚3599460 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 trainer/global_step‚199 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 209783324160 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 209429569914 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 208084958684 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚539631 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 208437896192 VCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚57821014068736 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚1862181 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚619365 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚16014042641408 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 YFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚57588210623168 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚1159001 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚577 _step‚18 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 }NÎM I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚619365 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 bODeviceStatsMonitor.í †%on_train_batch_end/inactive_split_bytes.large_pool.allocated‚16014042641408 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 YFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚57588210623168 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚1159001 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚577 _step‚18 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚1737285 VCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚57797665621050 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 YFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚57611204571136 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚345 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚1862181 S@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚57821014068736 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚3599460 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 ]JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚57611230744576 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚619025 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 R?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚57819642467328 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 264580960768 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 _runtime‚ 375.753881012 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚1737285 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚340 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 ODeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚3609514 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚539636 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚16278255511040 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚1737279 EDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚1158656 ]JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚57588236051136 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚1872229 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 BDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚3599460 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 trainer/global_step‚199 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 209783324160 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 209429569914 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 208084958684 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚539631 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 208437896192 VCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚57821014068736 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚1862181 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004ŒÞ>0+ _wandbruntime‚375  _runtime‚375—ð(~ÿ‘ù 0loss/FRt1/assignment_loss‚4.6147725793302286 /loss/FRt2/assignment_loss‚4.562802818124203 0loss/SRqqt1/assignment_loss‚2.17405793350815 2loss/SRqqt2/assignment_loss‚1.6251485085766761 /loss/FRt2/detection_loss‚0.4139212350829658 1loss/SRqqt2/detection_loss‚2.5761743154507593 .loss/FBt1/detection_loss‚3.775409893401068 1loss/FBt2/assignment_loss‚0.19777143083367324 /loss/FRt1/detection_loss‚1.2674795494473745 % _timestamp‚1.7848433178039095e+09 _runtime‚ 375.806227455 _step‚19 .loss/FBt2/detection_loss‚6.725280017029588 trainer/global_step‚199 1loss/FBt1/assignment_loss‚0.32322310295219453 1loss/SRqqt1/detection_loss‚1.3988485816047387 epoch‚4 %loss/total_loss‚29.654889965341625 ë·’ý _runtime‚ 375.806227455 _step‚19 .loss/FBt2/detection_loss‚6.725280017029588 trainer/global_step‚199 1loss/FBt1/assignment_loss‚0.32322310295219453 1loss/SRqqt1/detection_loss‚1.3988485816047387 epoch‚4 %loss/total_loss‚29.65488996534162 0loss/FRt1/assignment_loss‚4.6147725793302286 /loss/FRt2/assignment_loss‚4.562802818124203 0loss/SRqqt1/assignment_loss‚2.17405793350815 2loss/SRqqt2/assignment_loss‚1.6251485085766761 /loss/FRt2/detection_loss‚0.4139212350829658 1loss/SRqqt2/detection_loss‚2.5761743154507593 .loss/FBt1/detection_loss‚3.775409893401068 1loss/FBt2/assignment_loss‚0.19777143083367324 /loss/FRt1/detection_loss‚1.2674795494473745 % _timestamp‚1.7848433178039095e+09¡/Ì0“+ _wandbruntime‚378  _runtime‚378Agê_46”®l 9 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.009615384973585606 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9801520109176636 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.11149748414754868 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.2015373855829239 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.01011298131197691 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.2291666567325592 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9824022054672241 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8690476417541504 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.20945489406585693 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.20465154945850372 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 jet/accuracy_3_of_3‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.012848617509007454 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.1980251967906952 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 /particle/accuracy_3_of_4‚0.9642857313156128 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.26092439889907837 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_3‚1 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.17236024141311646 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.23104673624038696 *jet/accuracy_1_of_1‚0.1078297570347786 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.0823226273059845 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9736841917037964 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2995713949203491 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 +particle/sensitivity‚0.4621734917163849 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.010348813608288765 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.1537500023841858 ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.013888888992369175 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 7validation_average_jet_accuracy‚0.12809982895851135 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.0111255943775177 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9166666865348816 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.01697530969977379 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.2072649598121643 & Purity/2FRt2SRqqt*FBt/FRt_purity‚0 (particle/accuracy‚0.7660318613052368 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.02222222276031971 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9571428298950195 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 9 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.020995670929551125 +jet/accuracy_2_of_3‚0.17034834623336792 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 _step‚20 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9427419304847717 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.02631578966975212 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.18907761573791504 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.03333333507180214 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.11363636702299118 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.20038263499736786 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.02500000037252903 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.02500000037252903 ("Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.1914328932762146 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9722434282302856 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 +jet/accuracy_1_of_3‚0.44040539860725403 particle/accuracy_2_of_2‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.006781339645385742 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.11363636702299118 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.02500000037252903 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.02500000037252903 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.21286411583423615 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.6285714507102966 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1190476268529892 particle/accuracy_2_of_4‚1 ("Purity/*FRt2SRqqt*FBt/event_purity‚0 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.1277088224887848 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.2015373855829239 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 *jet/accuracy_2_of_2‚0.0465029776096344 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.0791330635547638 particle/accuracy_1_of_3‚1 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.11313537508249283 8"Purity/1FRt0SRqqt0FBt/event_purity‚0.009024728089571 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 trainer/global_step‚199 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.166847825050354 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.17523923516273499 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 particle/accuracy_3_of_3‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 _runtime‚ 378.405703363 *loss/val_total_loss‚25.834945098173947 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.21893125772476196 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.1951943039894104 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.02083333395421505 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.02777777798473835 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.009277166798710823 & Purity/2FRt2SRqqt0FBt/FRt_purity‚0 'particle/f_score‚0.4571605920791626 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7766608595848083 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 8 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.02083333395421505 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0 8"Purity/0FRt0SRqqt*FBt/event_purity‚0.970212459564209 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9757729768753052 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.19413742423057556 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.009112718515098095 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 *jet/accuracy_2_of_4‚0.0357142873108387 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9655172824859619 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_2‚1 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5564516186714172 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 jet/accuracy_3_of_4‚0 +particle/specificity‚0.8483342528343201 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.2857862710952759 8"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.190388485789299 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 +jet/accuracy_1_of_4‚0.40109890699386597 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 epoch‚4 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.010566817596554756 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_1‚1 9 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.011922899633646011 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.011726421304047108 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_2‚0.3084490895271301 ("Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.08925148844718933 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.18256062269210815 6 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.009024728089571 9 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.010416666977107525 9 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.014479166828095913 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.13664597272872925 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5771722197532654 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 % _timestamp‚1.7848433204026327e+09 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.010786719620227814 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.01599906012415886 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.010168315842747688 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.1371242105960846 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.006607341580092907 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 /particle/accuracy_4_of_4‚0.9285714626312256 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.7966867685317993 8"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.605042040348053 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_4‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9345238208770752 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.1339285671710968 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.05003941059112549 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5892857313156128 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.12002164870500565 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.01300864852964878 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.01439144741743803 -"Purity/0FRt*SRqqt2FBt/event_purity‚0.8125 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.1259569376707077 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.009277166798710823°Ï%ೕ²l 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 _runtime‚ 378.405703363 *loss/val_total_loss‚25.834945098173947 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.21893125772476196 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.1951943039894104 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.02083333395421505 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.02777777798473835 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.009277166798710823 & Purity/2FRt2SRqqt0FBt/FRt_purity‚0 'particle/f_score‚0.4571605920791626 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7766608595848083 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 8 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.02083333395421505 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0 8"Purity/0FRt0SRqqt*FBt/event_purity‚0.970212459564209 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9757729768753052 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.19413742423057556 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.009112718515098095 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 *jet/accuracy_2_of_4‚0.0357142873108387 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9655172824859619 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_2‚1 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5564516186714172 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 jet/accuracy_3_of_4‚0 +particle/specificity‚0.8483342528343201 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.2857862710952759 8"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.190388485789299 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 +jet/accuracy_1_of_4‚0.40109890699386597 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 epoch‚4 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.010566817596554756 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_1‚1 9 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.011922899633646011 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.011726421304047108 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_2‚0.3084490895271301 ("Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.08925148844718933 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.18256062269210815 6 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.009024728089571 9 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.010416666977107525 9 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.014479166828095913 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.13664597272872925 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5771722197532654 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 % _timestamp‚1.7848433204026327e+09 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.010786719620227814 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.01599906012415886 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.010168315842747688 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.1371242105960846 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.006607341580092907 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 /particle/accuracy_4_of_4‚0.9285714626312256 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.7966867685317993 8"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.605042040348053 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_4‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9345238208770752 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.1339285671710968 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.05003941059112549 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5892857313156128 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.12002164870500565 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.01300864852964878 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.01439144741743803 -"Purity/0FRt*SRqqt2FBt/event_purity‚0.8125 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.1259569376707077 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.009277166798710823 9 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.009615384973585606 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9801520109176636 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.11149748414754868 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.2015373855829239 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.01011298131197691 ("Purity/1FRt2SRqqt*FBt/evez+ʵ…nt_purity‚0 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.2291666567325592 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9824022054672241 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8690476417541504 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.20945489406585693 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.20465154945850372 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 jet/accuracy_3_of_3‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.012848617509007454 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.1980251967906952 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 /particle/accuracy_3_of_4‚0.9642857313156128 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.26092439889907837 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_3‚1 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.17236024141311646 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.23104673624038696 *jet/accuracy_1_of_1‚0.1078297570347786 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.0823226273059845 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9736841917037964 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2995713949203491 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 +particle/sensitivity‚0.4621734917163849 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.010348813608288765 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.1537500023841858 ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.013888888992369175 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 7validation_average_jet_accuracy‚0.12809982895851135 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.0111255943775177 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9166666865348816 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.01697530969977379 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.2072649598121643 & Purity/2FRt2SRqqt*FBt/FRt_purity‚0 (particle/accuracy‚0.7660318613052368 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.02222222276031971 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9571428298950195 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 9 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.020995670929551125 +jet/accuracy_2_of_3‚0.17034834623336792 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 _step‚20 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9427419304847717 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.02631578966975212 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.18907761573791504 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.03333333507180214 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.11363636702299118 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.20038263499736786 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.02500000037252903 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.02500000037252903 ("Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.1914328932762146 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9722434282302856 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 +jet/accuracy_1_of_3‚0.44040539860725403 particle/accuracy_2_of_2‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.006781339645385742 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.11363636702299118 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.02500000037252903 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.02500000037252903 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.21286411583423615 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.6285714507102966 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1190476268529892 particle/accuracy_2_of_4‚1 ("Purity/*FRt2SRqqt*FBt/event_purity‚0 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.1277088224887848 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.2015373855829239 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 *jet/accuracy_2_of_2‚0.0465029776096344 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.0791330635547638 particle/accuracy_1_of_3‚1 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.11313537508249283 8"Purity/1FRt0SRqqt0FBt/event_purity‚0.009024728089571 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 trainer/global_step‚199 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.166847825050354 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.17523923516273499 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 particle/accuracy_3_of_3‚1kˆ£–›–‚(: ĘŠÓŠ®= gpu.0.gpu‚74.0 gpu.0.memory‚23+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚352.751' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚70.55019999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0. )Ê—‚(:¿ ĘŠÓíÖÀ disk.sda.in‚ 4765.109375( disk.nvme0c0n1.out‚10669.19091796875 disk.rbd3.in‚0 disk.rbd3.out‚0 proc.cpu.threads‚17 network.sent‚498863 disk.dm-0.in‚ 23278.578125 disk.sda1.in‚0 disk.rbd4.out‚0 disk.dm-1.in‚ 4765.109375 disk.dm-1.out‚ 6.6796875$ memory_percent‚71.50406837463379 disk.sda3.out‚ 6.6796875 cpu‚23.632889290130358 disk.nvme0n1.in‚ 23278.578125# disk.dm-0.out‚10669.19091796875 disk.sda2.out‚0 disk.sda3.in‚ 4765.109375 disk.rbd1.out‚0 network.recv‚85812% disk./.usageGB‚1130.5785179138184 disk.sda.out‚ 6.6796875* proc.memory.percent‚10.419162114461262) disk./.usagePercent‚75.87519686438966" disk.nvme0c0n1.in‚ 23278.578125 disk.sda2.in‚0 disk.rbd1.in‚0& disk.nvme0n1.out‚10669.19091796875 disk.sda1.out‚0 disk.rbd4.in‚0) proc.memory.availableMB‚ 7003.16015625# proc.memory.rssMB‚ 2560.61328125$%Gh‘˜‚(:† Ó˜ŠÓíœ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚317.602' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚63.5204 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0UXáÁ™‚(:¶ Ó˜ŠÓ¬‚Ñ! disk.nvme0n1.in‚ 25057.8984375# disk.nvme0c0n1.in‚ 25057.8984375( disk.nvme0c0n1.out‚10669.39404296875% disk./.usageGB‚1130.5785179138184 disk.rbd3.in‚0 disk.rbd3.out‚0# disk.dm-0.out‚10669.39404296875$ memory_percent‚71.50464057922363 disk.dm-0.in‚ 25057.8984375 disk.dm-1.out‚6.875 disk.rbd1.in‚0 network.recv‚88197& disk.nvme0n1.out‚10669.39404296875 disk.sda3.in‚ 4765.109375* proc.memory.percent‚10.419162114461262 proc.cpu.threads‚17) disk./.usagePercent‚75.87519686438966 disk.sda1.in‚0 disk.rbd1.out‚0 disk.sda.in‚ 4765.109375 disk.sda3.out‚6.875) proc.memory.availableMB‚ 7003.01953125# proc.memory.rssMB‚ 2560.61328125 cpu‚23.689299230003346 network.sent‚560370 disk.sda.out‚6.875 disk.sda2.in‚0 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.sda2.out‚0 disk.sda1.out‚0 disk.dm-1.in‚ 4765.109375¡¬i’š‚(:‡ ☊Ó¢ö  gpu.0.gpu‚100.0 gpu.0.memory‚33+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚348.724' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚69.7448 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ßkÄÈ›‚(:½ ☊Óºó¬ disk.sda3.in‚ 5462.3125 disk.rbd4.in‚0# proc.memory.rssMB‚ 2560.61328125# disk.nvme0c0n1.in‚ 25460.9921875 disk.rbd4.out‚0 network.recv‚89304 disk.dm-1.out‚ 6.96484375! disk.nvme0n1.in‚ 25460.9921875# disk.dm-0.out‚10669.81884765625 disk.sda3.out‚ 6.96484375 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.rbd3.in‚0 disk.rbd3.out‚0 disk.dm-1.in‚ 5462.3125 disk.sda2.in‚0 disk.sda1.in‚0 network.sent‚562789$ disk./.usageGB‚1131.582534790039 disk.sda1.out‚0$ memory_percent‚71.50578498840332) proc.memory.availableMB‚ 7002.73828125) disk./.usagePercent‚75.94257827747275& disk.nvme0n1.out‚10669.81884765625 disk.sda.in‚ 5462.3125 disk.sda.out‚ 6.96484375 disk.sda2.out‚0* proc.memory.percent‚10.419162114461262( disk.nvme0c0n1.out‚10669.81884765625 disk.dm-0.in‚ 25460.9921875 cpu‚23.74156397367806 proc.cpu.threads‚17jV‘³›œ‚(: ñ˜ŠÓôÎ( gpu.0.gpu‚98.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚180.97' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚36.193999999999996 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ZlŠ¾‚(:³ ñ˜ŠÓÇÂó disk.sda2.out‚0) proc.memory.availableMB‚ 7002.48828125 disk.sda1.out‚0 disk.rbd3.out‚0 disk.sda.in‚ 5462.3125 disk.sda.out‚ 7.1796875 network.recv‚90806) disk./.usagePercent‚75.95073044614034 disk.rbd1.in‚0( disk.nvme0c0n1.out‚11214.43212890625 network.sent‚565173 disk.rbd4.out‚0 disk.rbd1.out‚0 disk.dm-0.in‚ 27150.0625 disk.sda3.in‚ 5462.3125 disk.dm-1.in‚ 5462.3125 disk.dm-1.out‚ 7.1796875 disk.rbd3.in‚0 cpu‚23.791264260495005% disk./.usageGB‚1131.7040061950684 disk.sda1.in‚0 disk.rbd4.in‚0 disk.nvme0n1.in‚ 27150.0625& disk.nvme0n1.out‚11214.43212890625$ memory_percent‚71.50680224100748# proc.memory.rssMB‚ 2560.61328125 proc.cpu.threads‚17 disk.sda3.out‚ 7.1796875 disk.sda2.in‚0 disk.nvme0c0n1.in‚ 27150.0625# disk.dm-0.out‚11214.43212890625* proc.memory.percent‚10.419162114461262ÓöL4œž‚(:‘ €™ŠÓµÄJ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚300.669' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚60.133799999999994 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0”„ ÄŸ‚(:¹ €™ŠÓ£ëÀ disk.sda1.out‚0 disk.rbd4.in‚0 disk.rbd4.out‚0* proc.memory.percent‚10.419162114461262 proc.cpu.threads‚17) disk./.usagePercent‚75.95915475484793 disk.dm-0.in‚28768.47265625 disk.sda3.out‚ 7.34765625 disk.rbd1.in‚0 disk.rbd3.out‚0! disk.dm-0.out‚11214.724609375# proc.memory.rssMB‚ 2560.61328125$ disk./.usageGB‚1131.829532623291& disk.nvme0c0n1.out‚11214.724609375 disk.dm-1.in‚ 5462.3125 disk.rbd3.in‚0 disk.sda.in‚ 5462.3125 cpu‚23.83761534422594 disk.sda1.in‚0 disk.dm-1.out‚ 7.34765625 disk.rbd1.out‚0 disk.sda3.in‚ 5462.3125$ disk.nvme0n1.out‚11214.724609375 network.recv‚91991 network.sent‚567551 disk.sda2.out‚0" disk.nvme0n1.in‚28768.47265625 disk.sda.out‚ 7.34765625$ memory_percent‚71.50678634643555( proc.memory.availableMB‚ 7002.4921875$ disk.nvme0c0n1.in‚28768.47265625 disk.sda2.in‚0ˆ¿`0 + _wandbruntime‚452  _runtime‚452ñà¹6¡³m & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.011627906933426857 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.09084266424179077 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 trainer/global_step‚239 _step‚21 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.0561809316277504 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1421370953321457 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.09307359158992767 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.024891138076782227 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 7 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.1409090906381607 particle/accuracy_1_of_3‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.08196329325437546 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9392856955528259 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.10855263471603394 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ;"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.022727273404598236 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.02350427396595478 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2375776469707489 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.024323169142007828 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.04694695770740509 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.016430260613560677 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.07721249759197235 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9730710387229919 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.024284787476062775 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.04118965566158295 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.08732861280441284 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.10216450691223145 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.04904306307435036 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.07010869681835175 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.03356481343507767 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 particle/accuracy_2_of_3‚1 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 *jet/accuracy_1_of_4‚0.4038461446762085 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 ,particle/sensitivity‚0.46070849895477295 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9755845069885254 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.06262845546007156 particle/accuracy_2_of_2‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 8"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.095095694065094 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.02631578966975212 *particle/specificity‚0.856650710105896 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9772727489471436 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 'particle/f_score‚0.4630551040172577 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 particle/accuracy_1_of_1‚1 (particle/accuracy‚0.7722574472427368 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.07238341867923737 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.024806708097457886 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/1FRt1SRqqt1FBt/FRt_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.004545454401522875 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.42016807198524475 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.09416863322257996 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 /particle/accuracy_3_of_4‚0.9642857313156128 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.024209026247262955 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.042805660516023636 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 )jet/accuracy_2_of_2‚0.051091268658638 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 9 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.028629031032323837 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5575268864631653 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.03477546572685242 jet/accuracy_3_of_4‚0 jet/accuracy_4_of_4‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9749394655227661 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.004629629664123058 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9833333492279053 particle/accuracy_1_of_2‚1 ;"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.022727273404598236 *jet/accuracy_1_of_2‚0.2338789701461792 ("Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 particle/accuracy_3_of_3‚1 particle/accuracy_2_of_4‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9340277910232544 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 *loss/val_total_loss‚30.362790884395807 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 ;"Purity/*FRt1SRqqt*FBt/event_purity‚0.033083364367485046 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.018282823264598846 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 8"Purity/*FRt0SRqqt2FBt/event_purity‚0.586904764175415 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.024976961314678192 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.024976961314678192 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 particle/accuracy_1_of_4‚1 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9346774220466614 ("Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0 epoch‚5 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.0722987949848175 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 +jet/accuracy_2_of_4‚0.14835165441036224 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5906857252120972 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.024002378806471825 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9694947004318237 9 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.041979435831308365 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.09552298486232758 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8263888359069824 jet/accuracy_3_of_3‚0 _runtime‚ 452.720115811 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 +jet/accuracy_2_of_3‚0.11633693426847458 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ("Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8205679655075073 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6218487620353699 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9655172824859619 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.05929511412978172 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.0693267285823822 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.09902597963809967 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.08782428503036499 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.05855288356542587 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.06451330333948135 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9736841917037964 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.44455644488334656 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ("Purity/1FRt0SRqqt1FBt/event_purity‚0 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.0922619104385376 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.03125 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.08008768409490585 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.02839052677154541 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.0632677674293518 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt*FBt/event_purity‚0.19328615069389343 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.011363636702299118 7 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.1409090906381607 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.015625 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.10916666686534882 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.10138967633247375 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.6238095760345459 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 +jet/accuracy_1_of_3‚0.42741838097572327 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015735816210508347 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9384920597076416 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.081500343978405 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.35248446464538574 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.041770417243242264 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.05053792893886566 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 /particle/accuracy_4_of_4‚0.9642857313156128 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8769841194152832 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 7validation_average_jet_accuracy‚0.09198173880577087 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3162499964237213 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.05053792893886566 ("Purity/1FRt*SRqqt1FBt/event_purity‚0 $ _timestamp‚1.784843394717015e+09 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9743716716766357 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1056547611951828 +jet/accuracy_1_of_1‚0.06988953053951263 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.02500000037252903 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.01775580272078514 9 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.021739130839705467 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.06676020473241806 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625üë– f¢·m 8"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.095095694065094 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.02631578966975212 *particle/specificity‚0.856650710105896 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9772727489471436 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 'particle/f_score‚0.4630551040172577 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 particle/accuracy_1_of_1‚1 (particle/accuracy‚0.7722574472427368 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.07238341867923737 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.024806708097457886 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/1FRt1SRqqt1FBt/FRt_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.004545454401522875 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.42016807198524475 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.09416863322257996 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 /particle/accuracy_3_of_4‚0.9642857313156128 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.024209026247262955 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.042805660516023636 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 )jet/accuracy_2_of_2‚0.051091268658638 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 9 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.028629031032323837 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5575268864631653 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.03477546572685242 jet/accuracy_3_of_4‚0 jet/accuracy_4_of_4‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9749394655227661 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.004629629664123058 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9833333492279053 particle/accuracy_1_of_2‚1 ;"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.022727273404598236 *jet/accuracy_1_of_2‚0.2338789701461792 ("Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 particle/accuracy_3_of_3‚1 particle/accuracy_2_of_4‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9340277910232544 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 *loss/val_total_loss‚30.362790884395807 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 ;"Purity/*FRt1SRqqt*FBt/event_purity‚0.033083364367485046 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.018282823264598846 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 8"Purity/*FRt0SRqqt2FBt/event_purity‚0.586904764175415 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.024976961314678192 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.024976961314678192 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 particle/accuracy_1_of_4‚1 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9346774220466614 ("Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0 epoch‚5 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.0722987949848175 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 +jet/accuracy_2_of_4‚0.14835165441036224 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5906857252120972 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.024002378806471825 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9694947004318237 9 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.041979435831308365 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.09552298486232758 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8263888359069824 jet/accuracy_3_of_3‚0 _runtime‚ 452.720115811 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 +jet/accuracy_2_of_3‚0.11633693426847458 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ("Purity/*FRt*SRqqt2FBtÈ©¢^W!/SRqqt_purity‚0 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8205679655075073 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6218487620353699 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9655172824859619 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.05929511412978172 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.0693267285823822 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.09902597963809967 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.08782428503036499 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.05855288356542587 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.06451330333948135 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9736841917037964 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.44455644488334656 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ("Purity/1FRt0SRqqt1FBt/event_purity‚0 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.0922619104385376 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.03125 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.08008768409490585 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.02839052677154541 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.0632677674293518 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt*FBt/event_purity‚0.19328615069389343 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.011363636702299118 7 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.1409090906381607 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.015625 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.10916666686534882 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.10138967633247375 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.6238095760345459 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 +jet/accuracy_1_of_3‚0.42741838097572327 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015735816210508347 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9384920597076416 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.081500343978405 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.35248446464538574 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.041770417243242264 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.05053792893886566 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 /particle/accuracy_4_of_4‚0.9642857313156128 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8769841194152832 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 7validation_average_jet_accuracy‚0.09198173880577087 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3162499964237213 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.05053792893886566 ("Purity/1FRt*SRqqt1FBt/event_purity‚0 $ _timestamp‚1.784843394717015e+09 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9743716716766357 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1056547611951828 +jet/accuracy_1_of_1‚0.06988953053951263 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.02500000037252903 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.01775580272078514 9 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.021739130839705467 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.06676020473241806 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.011627906933426857 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.09084266424179077 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 trainer/global_step‚239 _step‚21 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.0561809316277504 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1421370953321457 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.09307359158992767 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.024891138076782227 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 7 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.1409090906381607 particle/accuracy_1_of_3‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.08196329325437546 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9392856955528259 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.10855263471603394 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ;"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.022727273404598236 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.02350427396595478 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2375776469707489 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.024323169142007828 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.04694695770740509 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.016430260613560677 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.07721249759197235 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9730710387229919 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.024284787476062775 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.04118965566158295 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.08732861280441284 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.10216450691223145 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.04904306307435036 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.07010869681835175 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.03356481343507767 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 particle/accuracy_2_of_3‚1 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 *jet/accuracy_1_of_4‚0.4038461446762085 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 ,particle/sensitivity‚0.46070849895477295 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9755845069885254 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.06262845546007156 particle/accuracy_2_of_2‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625DÌì‘£‚(:† ™ŠÓ§ÿ9 gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚299.012' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚59.8024 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚07Èç{Ĥ‚(:¹ ™ŠÓºÈ®$ disk.nvme0n1.out‚14409.208984375 disk.sda2.in‚0 disk.sda3.in‚ 5462.3125 proc.cpu.threads‚17 network.recv‚93394% disk./.usageGB‚1131.8289833068848 disk.rbd3.in‚0! disk.dm-0.out‚14409.208984375 disk.sda1.out‚0$ memory_percent‚71.50578498840332 cpu‚23.869564065666637 disk.rbd1.out‚0 disk.rbd3.out‚0 disk.rbd1.in‚0& disk.nvme0c0n1.out‚14409.208984375 disk.sda2.out‚0 disk.sda1.in‚0 disk.rbd4.in‚0) proc.memory.availableMB‚ 7002.73828125# proc.memory.rssMB‚ 2560.64453125 network.sent‚569942 disk.sda.in‚ 5462.3125 disk.sda.out‚ 7.5234375 disk.rbd4.out‚0* proc.memory.percent‚10.419289271036785$ disk.nvme0c0n1.in‚29850.28515625 disk.dm-0.in‚29850.28515625" disk.nvme0n1.in‚29850.28515625 disk.sda3.out‚ 7.5234375 disk.dm-1.out‚ 7.5234375 disk.dm-1.in‚ 5462.3125) disk./.usagePercent‚75.95911788921693%\+È0¥+ _wandbruntime‚471  _runtime‚471_è<ƦÀ ' lr-AdamW/pg1‚0.00011387351007206775 ' lr-AdamW/pg2‚0.00011387351007206775 trainer/global_step‚249 % _timestamp‚1.7848434136541822e+09 _runtime‚ 471.656659685 _step‚22ÅêÍ椀 % _timestamp‚1.7848434136541822e+09 _runtime‚ 471.656659685 _step‚22 ' lr-AdamW/pg1‚0.00011387351007206775 ' lr-AdamW/pg2‚0.00011387351007206775 trainer/global_step‚249?+í"0¨+ _wandbruntime‚471  _runtime‚471õLÅ'©¿O F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 260211663872 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 260211663872 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚264 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 Q>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚72269664394240 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚2335437 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 _runtime‚ 471.661528664 [HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚72009452730368 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚577 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚609 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚259 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 261115189950 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 HDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚1444985 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚19878219731968 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚2172820 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 _LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚71980666152208 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚72271035988480 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚2172820 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚2335437 \IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚72009478903808 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚670895 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚72009452730368 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 XEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚72241781342158 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 trainer/global_step‚249 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚2172814 TADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚72240411303072 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚4498217 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚20208846733824 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 259770578832 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 $ _timestamp‚1.784843413655227e+09 XEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚72271035988480 HDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚72269664394240 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚2335437 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 _runtime‚ 471.661528664 [HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚72009452730368 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚577 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚609 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚259 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 261115189950 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 HDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚1444985 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚19878219731968 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚2172820 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 _LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚71980666152208 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚72271035988480 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚2172820 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚2335437 \IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚72009478903808 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚670895 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚72009452730368 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 XEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚72241781342158 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 trainer/global_step‚249 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚2172814 TADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚72240411303072 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚4498217 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚20208846733824 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 259770578832 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 $ _timestamp‚1.784843413655227e+09 XEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚72271035988480 HDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚1450901 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚2344533 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚36595200 BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 ODeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚4525720 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚2334485 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 404686336 F:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚4525720 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚1450638 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚673540 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚777361 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 262579599872 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚2344533 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 262135991702 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 YFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚72288362020864 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚19956806097920 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 260791380472 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚609 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚2334485 S@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚72550967794176 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 261234171904 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 331580552704 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 R?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚72549596192768 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 331543957504 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 VCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚72521603917686 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚258 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚577 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 $ _timestamp‚1.784843415068749e+09 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚20288754741760 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚777103 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 _step‚24 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 VCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚72288362020864 VCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚72550967794176 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚2181181 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚2181187 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 R?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚72520233878488 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 ]JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚72259467925984 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚20288350055424 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚19957174189056 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 EDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 trainer/global_step‚249nøëVÒ&­ÌM QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚2181187 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 R?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚72520233878488 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 ]JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚72259467925984 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚20288350055424 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚19957174189056 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 EDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 trainer/global_step‚249 ZGDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚72288388194304 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚2181181 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚4515666 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 261234171904 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚263 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚673535 YFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚72259442498016 _runtime‚ 473.07159562 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚2181187 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 FDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚1450901 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚2344533 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚36595200 BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 ODeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚4525720 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚2334485 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 404686336 F:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚4525720 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚1450638 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚673540 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚777361 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 262579599872 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚2344533 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 262135991702 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 YFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚72288362020864 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚19956806097920 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 260791380472 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚609 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚2334485 S@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚72550967794176 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 261234171904 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 331580552704 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 R?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚72549596192768 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 331543957504 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 VCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚72521603917686 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚258 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚577 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 $ _timestamp‚1.784843415068749e+09 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚20288754741760 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚777103 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 _step‚24 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 VCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚72288362020864 VCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚72550967794176 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚2181181 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0ýq00®+ _wandbruntime‚473  _runtime‚473BG’þ¯ø 0loss/SRqqt2/detection_loss‚3.580423794793045 ,loss/FBt1/detection_loss‚26.900151182924 epoch‚6 _runtime‚ 473.127275555 _step‚25 /loss/FRt2/assignment_loss‚4.569173276258378 0loss/FBt2/assignment_loss‚0.2908508555029276 &loss/total_loss‚53.379168785823886 trainer/global_step‚249 /loss/FRt1/assignment_loss‚4.628882057673003 2loss/SRqqt2/assignment_loss‚1.7968193962920032 /loss/FRt1/detection_loss‚1.3056853434165778 0loss/FRt2/detection_loss‚0.45598881850235146 1loss/SRqqt1/detection_loss‚0.9914135610971186 1loss/FBt1/assignment_loss‚0.31434498732165334 .loss/FBt2/detection_loss‚6.886089310886488 % _timestamp‚1.7848434151249835e+09 2loss/SRqqt1/assignment_loss‚1.6593462011563436N²x°ü /loss/FRt1/detection_loss‚1.3056853434165778 0loss/FRt2/detection_loss‚0.45598881850235146 1loss/SRqqt1/detection_loss‚0.9914135610971186 1loss/FBt1/assignment_loss‚0.31434498732165334 .loss/FBt2/detection_loss‚6.886089310886488 % _timestamp‚1.7848434151249835e+09 2loss/SRqqt1/assignment_loss‚1.6593462011563436 0loss/SRqqt2/detection_loss‚3.580423794793045 ,loss/FBt1/detection_loss‚26.900151182924 epoch‚6 _runtime‚ 473.127275555 _step‚25 /loss/FRt2/assignment_loss‚4.569173276258378 0loss/FBt2/assignment_loss‚0.2908508555029276 &loss/total_loss‚53.379168785823886 trainer/global_step‚249 /loss/FRt1/assignment_loss‚4.628882057673003 2loss/SRqqt2/assignment_loss‚1.7968193962920032Î*t¬Í±‚(: ž™ŠÓ²˜þ" disk.nvme0n1.in‚30806.66015625 disk.sda.out‚ 7.87890625 disk.dm-1.in‚ 6134.1171875 disk.rbd3.out‚0 disk.sda.in‚ 6134.1171875% disk.nvme0c0n1.out‚14410.53515625 disk.sda1.in‚0 disk.rbd1.in‚0# proc.memory.rssMB‚ 2560.64453125 network.recv‚95539$ disk.nvme0c0n1.in‚30806.66015625 disk.dm-0.in‚30806.66015625 disk.rbd1.out‚0) proc.memory.availableMB‚ 7002.02734375 disk.rbd4.out‚0 disk.dm-1.out‚ 7.87890625 cpu‚23.911875728802915 proc.cpu.threads‚17 disk.sda2.in‚0 disk.sda2.out‚0 disk.rbd4.in‚0 disk.rbd3.in‚0# disk.nvme0n1.out‚14410.53515625$ memory_percent‚71.50867780049643% disk./.usageGB‚1131.8289833068848 disk.dm-0.out‚14410.53515625 network.sent‚621252) disk./.usagePercent‚75.95911788921693 disk.sda1.out‚0 disk.sda3.in‚ 6134.1171875 disk.sda3.out‚ 7.87890625* proc.memory.percent‚10.419289271036785šU¾œ²‚(:‘ ž™ŠÓÄ–ž gpu.0.gpu‚78.0 gpu.0.memory‚24+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚356.247' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚71.24940000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0j?R‘³‚(:† ­™ŠÓå gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚300.321' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚60.0642 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ï¤Ëé¾´‚(:³ ­™ŠÓ·ËÈ disk.rbd3.in‚0 disk.rbd3.out‚0) proc.memory.availableMB‚ 7001.83984375 disk.sda3.in‚ 6134.1171875 disk.dm-1.in‚ 6134.1171875 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.sda.in‚ 6134.1171875 disk.dm-0.out‚ 14410.828125 disk.rbd4.out‚0$ memory_percent‚71.50944073994955* proc.memory.percent‚10.419289271036785) disk./.usagePercent‚75.89034684665397% disk./.usageGB‚1130.8042602539062! disk.nvme0n1.out‚ 14410.828125 disk.sda.out‚ 8.3203125 disk.dm-0.in‚ 31521.453125 disk.sda1.out‚0 disk.dm-1.out‚ 8.3203125 network.recv‚97745# disk.nvme0c0n1.out‚ 14410.828125 proc.cpu.threads‚17 network.sent‚679531 disk.sda3.out‚ 8.3203125 cpu‚23.950614945990807" disk.nvme0c0n1.in‚ 31521.453125 disk.sda2.in‚0 disk.rbd4.in‚0# proc.memory.rssMB‚ 2560.64453125 disk.nvme0n1.in‚ 31521.453125 disk.sda2.out‚0 disk.sda1.in‚0Ã(Vv‘µ‚(:† ¼™ŠÓȺ gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚356.827' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚71.3654 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¡ç°Í¶‚(: ¼™ŠÓ»ù¡# proc.memory.rssMB‚ 2560.64453125 proc.cpu.threads‚17% disk./.usageGB‚1130.8042602539062 disk.rbd1.in‚0" disk.dm-0.out‚14411.0751953125 disk.rbd4.in‚0 disk.rbd4.out‚0$ memory_percent‚71.50944073994955) disk./.usagePercent‚75.89034684665397 disk.dm-1.in‚ 6134.1171875 disk.dm-1.out‚8.515625 disk.rbd3.out‚0 disk.sda2.out‚0* proc.memory.percent‚10.419289271036785 network.recv‚99020 disk.rbd1.out‚0 disk.sda.in‚ 6134.1171875 disk.sda1.out‚0 network.sent‚682004 disk.sda.out‚8.515625$ disk.nvme0c0n1.in‚32820.65234375 disk.sda1.in‚0 cpu‚23.988616293504318 disk.sda2.in‚0) proc.memory.availableMB‚ 7001.83984375 disk.rbd3.in‚0" disk.nvme0n1.in‚32820.65234375% disk.nvme0n1.out‚14411.0751953125' disk.nvme0c0n1.out‚14411.0751953125 disk.sda3.in‚ 6134.1171875 disk.sda3.out‚8.515625 disk.dm-0.in‚32820.65234375ØÔ‘·‚(:† Ë™ŠÓåæô gpu.0.gpu‚25.0 gpu.0.memory‚8+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚350.207' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚70.0414 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0^`ۿθ‚(:à ˙ŠÓ‚Å… disk.rbd4.in‚0 disk.rbd1.out‚0 disk.rbd3.in‚0% disk.nvme0n1.out‚14411.2939453125 disk.rbd4.out‚0 disk.dm-1.in‚ 6134.1171875 disk.sda2.out‚0 disk.sda1.in‚0 disk.rbd1.in‚0 disk.sda.out‚8.703125 cpu‚24.029296695610824 proc.cpu.threads‚17% disk./.usageGB‚1130.8042602539062# proc.memory.rssMB‚ 2560.64453125* proc.memory.percent‚10.419289271036785 network.recv‚100305 disk.sda2.in‚0 disk.sda1.out‚0 disk.sda3.in‚ 6134.1171875$ memory_percent‚71.51045799255371) disk./.usagePercent‚75.89034684665397 disk.dm-0.in‚33307.81640625 disk.sda3.out‚8.703125 disk.rbd3.out‚0" disk.nvme0n1.in‚33307.94140625 disk.sda.in‚ 6134.1171875' disk.nvme0c0n1.out‚14411.2939453125 network.sent‚684388" disk.dm-0.out‚14411.2939453125 disk.dm-1.out‚8.703125$ disk.nvme0c0n1.in‚33307.94140625) proc.memory.availableMB‚ 7001.58984375GQL0¹+ _wandbruntime‚525  _runtime‚525/y{ººm & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_1‚0.0940081924200058 (particle/accuracy‚0.7812906503677368 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.03562802076339722 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.11953642964363098 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0364583358168602 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.1378938853740692 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2530844807624817 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 *loss/val_total_loss‚23.451100036225647 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9345238208770752 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.11590909212827682 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.1380898505449295 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.0768524780869484 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.14667394757270813 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.02500000037252903 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.1041666716337204 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 particle/accuracy_3_of_3‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +jet/accuracy_2_of_4‚0.07417582720518112 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.14090359210968018 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9488095045089722 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.016430260613560677 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.05263157933950424 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.02071475051343441 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 +jet/accuracy_1_of_3‚0.49259617924690247 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.08159958571195602 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8085914850234985 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.011627906933426857 * Purity/1FRt2SRqqt*FBt/FRt_purity‚0.125 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3675000071525574 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.12213082611560822 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.04784717410802841 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.03333333507180214 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.045489516109228134 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 /particle/accuracy_3_of_4‚0.9642857313156128 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.020323511213064194 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.015164479613304138 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.15484967827796936 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.028935186564922333 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.14102564752101898 particle/accuracy_1_of_3‚1 6 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.979023814201355 /particle/accuracy_4_of_4‚0.9258241653442383 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 particle/accuracy_2_of_2‚1 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 )jet/accuracy_1_of_4‚0.442307710647583 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9344086050987244 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.12413883954286575 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.004629629664123058 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.1345406174659729 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.12662337720394135 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.041479624807834625 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 ("Purity/1FRt0SRqqt1FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 *jet/accuracy_2_of_2‚0.0487351194024086 particle/accuracy_2_of_3‚1 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.12865933775901794 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015735816210508347 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5892857313156128 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.020652689039707184 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.1301412284374237 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.020223243162035942 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 'particle/f_score‚0.4643731117248535 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.14443987607955933 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.03082459606230259 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.0755561962723732 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.15189126133918762 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.1345406174659729 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.37422358989715576 7validation_average_jet_accuracy‚0.11721356213092804 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.0*IOE56640625 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.1801242232322693 _step‚26 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 epoch‚6 _runtime‚ 525.988344596 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9744994044303894 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.1362207531929016 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.11303827166557312 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.04722433537244797 +jet/accuracy_2_of_3‚0.15736132860183716 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.04588578641414642 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.011363636702299118 ("Purity/1FRt*SRqqt1FBt/event_purity‚0 ("Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6764705777168274 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 particle/accuracy_2_of_4‚1 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 -"Purity/0FRt*SRqqt2FBt/event_purity‚0.8125 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9166666865348816 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.01471715047955513 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.07500000298023224 trainer/global_step‚279 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8690476417541504 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.10853733122348785 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.45917338132858276 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.15692640841007233 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.020130768418312073 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.11590909212827682 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1103830635547638 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.10896381735801697 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.13464953005313873 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 particle/accuracy_1_of_4‚1 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.02071475051343441 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.13097825646400452 ("Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 +jet/accuracy_3_of_4‚0.03846153989434242 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9482758641242981 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1547619104385376 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.04112903028726578 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ("Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0 % _timestamp‚1.7848434679833949e+09 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.020258013159036636 6 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.117141492664814 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.04273504391312599 jet/accuracy_4_of_4‚0 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9684555530548096 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 +jet/accuracy_1_of_2‚0.29063326120376587 particle/accuracy_1_of_2‚1 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.09188287705183029 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.1560606062412262 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5820490121841431 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1102292463183403 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.004545454401522875 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9757729768753052 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.03125 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4357143044471741 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.11010416597127914 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9605263471603394 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.1115323156118393 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 particle/accuracy_1_of_1‚1 +particle/specificity‚0.8724699020385742 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.1520334929227829 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 jet/accuracy_3_of_3‚0 8"Purity/0FRt0SRqqt*FBt/event_purity‚0.970212459564209 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 ("Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.12305736541748047 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.07500000298023224 +particle/sensitivity‚0.4447527527809143 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5564516186714172ýŸ‚€Ä6»¾m *loss/val_total_loss‚23.451100036225647 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9345238208770752 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.11590909212827682 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.1380898505449295 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.0768524780869484 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.14667394757270813 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.02500000037252903 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.1041666716337204 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 particle/accuracy_3_of_3‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +jet/accuracy_2_of_4‚0.07417582720518112 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.14090359210968018 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9488095045089722 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.016430260613560677 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.05263157933950424 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.02071475051343441 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 +jet/accuracy_1_of_3‚0.49259617924690247 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.08159958571195602 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8085914850234985 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.011627906933426857 * Purity/1FRt2SRqqt*FBt/FRt_purity‚0.125 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3675000071525574 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.12213082611560822 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.04784717410802841 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.03333333507180214 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.045489516109228134 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 /particle/accuracy_3_of_4‚0.9642857313156128 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.020323511213064194 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.015164479613304138 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.15484967827796936 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.028935186564922333 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.14102564752101898 particle/accuracy_1_of_3‚1 6 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.979023814201355 /particle/accuracy_4_of_4‚0.9258241653442383 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 particle/accuracy_2_of_2‚1 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 )jet/accuracy_1_of_4‚0.442307710647583 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9344086050987244 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.12413883954286575 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.004629629664123058 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.1345406174659729 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.12662337720394135 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.041479624807834625 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 ("Purity/1FRt0SRqqt1FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 *jet/accuracy_2_of_2‚0.0487351194024086 particle/accuracy_2_of_3‚1 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.12865933775901794 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015735816210508347 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5892857313156128 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.020652689039707184 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.1301412284374237 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.020223243162035942 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 'particle/f_score‚0.4643731117248535 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.14443987607955933 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.03082459606230259 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.0755561962723732 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.15189126133918762 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.1345406174659729 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.37422358989715576 7validation_average_jet_accuracy‚0.11721356213092804 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.1801242232322693 _step‚26 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 epoch‚6 _runtime‚ 525.988344596 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9744994044303894 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.1362207531929016 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.11303827166557312 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.04722433537244797 +jet/accuracy_2_of_3‚0.15736132860183716 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.04588578641414642 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.011363636702299118 ("Purity/1FRt*SRqqt1FBt/event_purity‚0 ("Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6764705777168274 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 particle/accuracy_2_of_4‚1 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 -"Purity/0FRt*SRqqt2FBt/event_purity‚0.8125 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9166666865348816 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.01471715047955513 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.07500000298023224 trainer/global_step‚279 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8690476417541504 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.10853733122348785 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.45917338132858276 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.15692640841007233 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.020130768418312073 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.11590909212827682 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1103830635547638 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.10896381735801697 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.13464953005313873 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 particle/accuracy_1_of_4‚1 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.02071475051343441 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.13097825646400452 ("Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 +jet/accuracy_3_of_4‚0.03846153989434242 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9482758641242981 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1547619104385376 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.04112903028726578 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ("Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0 % _timestamp‚1.7848434679833949e+09 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.020258013159036636 6 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.117141492664814 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.04273504391312599 jet/accuracy_4_of_4‚0 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9684555530548096 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 +jet/accuracy_1_of_2‚0.29063326120376587 particle/accuracy_1_of_2‚1 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.09188287705183029 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.1560606062412262 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5820490121841431 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1102292463183403 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.004545454401522875 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9757729768753052 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.03125 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4357143044471741 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.11010416597127914 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9605263471603394 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.1115323156118393 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 particle/accuracy_1_of_1‚1 +particle/specificity‚0.8724699020385742 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.1520334929227829 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 jet/accuracy_3_of_3‚0 8"Purity/0FRt0SRqqt*FBt/event_purity‚0.970212459564209 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 ("Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.12305736541748047 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.07500000298023224 +particle/sensitivity‚0.4447527527809143 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5564516186714172 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_1‚0.0940081924200058 (particle/accuracy‚0.7812906503677368 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.03562802076339722 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.11953642964363098 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0364583358168602 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.1378938853740692 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2530844807624817 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/1FRt2SRqqt1FBt/event_purity‚0ʟͺ“¼‚(:ˆ Ù™ŠÓÜÿÏÜ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚45.0 gpu.0.powerWatts‚126.664' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚25.3328 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0-²Ð½‚(:Å Ú™ŠÓ°œ% disk./.usageGB‚1130.8047485351562 disk.rbd3.out‚0 disk.dm-0.out‚16722.70703125$ memory_percent‚71.51060104370117 network.sent‚686813) disk./.usagePercent‚75.89037961610374 disk.sda.in‚ 6837.98046875 disk.sda2.in‚0 disk.sda1.out‚0 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.rbd3.in‚0" disk.nvme0n1.in‚34440.49609375% disk.nvme0c0n1.out‚16722.70703125 disk.sda2.out‚0 disk.sda3.in‚ 6837.98046875 disk.dm-1.out‚ 8.90234375 cpu‚24.031145105358405 network.recv‚101501# disk.nvme0n1.out‚16722.70703125* proc.memory.percent‚10.419289271036785 disk.sda.out‚ 8.90234375 disk.sda3.out‚ 8.90234375 disk.dm-1.in‚ 6837.98046875( proc.memory.availableMB‚ 7001.5546875 disk.sda1.in‚0 disk.rbd1.in‚0$ disk.nvme0c0n1.in‚34440.49609375# proc.memory.rssMB‚ 2560.64453125 disk.rbd1.out‚0 disk.dm-0.in‚34440.49609375 proc.cpu.threads‚17}Zì’¾‚(:‡ 虊ÓŒ®ÌÜ gpu.0.gpu‚17.0 gpu.0.memory‚5+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚356.006' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚71.2012 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ߘ2SÑ¿‚(:Æ 陊ÓÄ‹¨% disk./.usageGB‚1130.8047485351562 disk.sda.in‚ 6837.98046875 disk.dm-1.out‚ 9.01171875 network.sent‚738107 disk.sda1.out‚0$ memory_percent‚71.51074409484863 network.recv‚104026% disk.nvme0c0n1.out‚16722.96484375 disk.dm-0.in‚35128.39453125# proc.memory.rssMB‚ 2560.64453125 cpu‚24.064338001434074) disk./.usagePercent‚75.89037961610374 disk.dm-0.out‚16722.96484375 disk.sda2.in‚0 disk.sda3.out‚ 9.01171875 disk.sda1.in‚0 disk.sda3.in‚ 6837.98046875 disk.sda.out‚ 9.01171875$ disk.nvme0c0n1.in‚35128.39453125 disk.rbd1.in‚0 disk.rbd3.out‚0) proc.memory.availableMB‚ 7001.51953125* proc.memory.percent‚10.419289271036785 proc.cpu.threads‚17# disk.nvme0n1.out‚16722.96484375 disk.sda2.out‚0 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.dm-1.in‚ 6837.98046875 disk.rbd3.in‚0" disk.nvme0n1.in‚35128.39453125 disk.rbd1.out‚0V¾!Á0À+ _wandbruntime‚562  _runtime‚562øº€KÆÁÀ _step‚27 ' lr-AdamW/pg1‚0.00011215456845060271 ' lr-AdamW/pg2‚0.00011215456845060271 trainer/global_step‚299 % _timestamp‚1.7848435046965897e+09 _runtime‚ 562.699021788 Ëå\ÊÂÄ trainer/global_step‚299 % _timestamp‚1.7848435046965897e+09 _runtime‚ 562.699021788 _step‚27 ' lr-AdamW/pg1‚0.00011215456845060271 ' lr-AdamW/pg2‚0.00011215456845060271ù£ªz0Ã+ _wandbruntime‚562  _runtime‚562³ÛLô"ÄÀO YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚24210341800960 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚2603946 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚2603946 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚298 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚1732255 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚38699520 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 TADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚86597976737194 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 [HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚86320763717632 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚803852 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚2603940 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚2789531 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 _step‚28 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 312204579840 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 395935845888 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚2789531 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚23814812745728 \IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚86320789891072 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 313550000640 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 trainer/global_step‚299 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 HDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚86320763717632 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚5393471 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚928701 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 406790656 [HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚86286301006064 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚86634339891712 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚2603940 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 HDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 [LDeviceStatsMonitor.on_train_batch_start/inacti¤ ‰Òve_split_bytes.large_pool.peak‚ 1123180544 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 TADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚86632968297472 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 312204579840 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 Q>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚86632968297472 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚5403511 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 462885109768Ç´-Ê'ÅÄO VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚293 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚928408 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 XEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚86320763717632 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚5393471 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚928701 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 406790656 [HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚86286301006064 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 UBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚86634339891712 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚2603940 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 HDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 TADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚86632968297472 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 312204579840 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 Q>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚86632968297472 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚5403511 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚24210341800960 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚2603946 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚2603946 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚298 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚1732255 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚38699520 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 TADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚86597976737194 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 [HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚86320763717632 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 VKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚803852 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚2603940 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚2789531 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 _step‚28 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 312204579840 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 395935845888 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚2789531 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚23814812745728 \IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚86320789891072 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 313550000640 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 trainer/global_step‚299 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 HDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚5420974 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚298 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚1738160 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 314572515840 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚5410920 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 397223325184 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚2798613 BDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚1737862 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚806487 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚5410920 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚24290622436864 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚931668 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚40789504 ]JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚86565128207808 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚806492 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 ODeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 trainer/global_step‚299 ZGDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚86599699181568 VCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚86599673008128 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 % _timestamp‚1.7848435061219049e+09 R?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚86877799312610 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 314572515840 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚2808661 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 VCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚86914271697408 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚2612307 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 397182535680 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 _runtime‚ 564.12463399 S@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚86914271697408 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 313227087872 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 313227087872 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004?CUžÓ&ÈÍM R?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚86877799312610 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 314572515840 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚2808661 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 VCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚86914271697408 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚2612307 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 397182535680 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 _runtime‚ 564.12463399 S@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚86914271697408 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 313227087872 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 313227087872 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚2798613 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 312696532770 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚2612313 FDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚5420974 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚298 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚1738160 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 314572515840 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚5410920 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 397223325184 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚2798613 BDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚1737862 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚806487 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚5410920 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚24290622436864 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚931668 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚40789504 ]JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚86565128207808 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚806492 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 ODeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 trainer/global_step‚299 ZGDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚86599699181568 VCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚86599673008128 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 % _timestamp‚1.7848435061219049e+09¿LÍ!0É+ _wandbruntime‚564  _runtime‚564ròNýÊ÷ 0loss/FRt1/assignment_loss‚4.6475186921499825 /loss/FRt1/detection_loss‚1.5182467807896203 .loss/FBt2/detection_loss‚4.249411969438776 trainer/global_step‚299 /loss/FRt2/assignment_loss‚4.600035988664158 /loss/FRt2/detection_loss‚0.4336548595737518 1loss/SRqqt2/detection_loss‚3.1426543149393273 &loss/total_loss‚29.490550063221846 epoch‚7 _step‚30 1loss/SRqqt1/assignment_loss‚1.528359275200029 1loss/SRqqt2/assignment_loss‚1.878638640513607 1loss/SRqqt1/detection_loss‚0.9127809636199856 .loss/FBt1/detection_loss‚6.101930128354447 _runtime‚ 564.175852964 .loss/FBt1/assignment_loss‚0.25466939741089 1loss/FBt2/assignment_loss‚0.22264905256726938 % _timestamp‚1.7848435061734886e+09…úŒ™-Ëû .loss/FBt1/assignment_loss‚0.25466939741089 1loss/FBt2/assignment_loss‚0.22264905256726938 % _timestamp‚1.7848435061734886e+09 0loss/FRt1/assignment_loss‚4.6475186921499825 /loss/FRt1/detection_loss‚1.5182467807896203 .loss/FBt2/detection_loss‚4.249411969438776 trainer/global_step‚299 /loss/FRt2/assignment_loss‚4.600035988664158 /loss/FRt2/detection_loss‚0.4336548595737518 1loss/SRqqt2/detection_loss‚3.1426543149393273 &loss/total_loss‚29.490550063221846 epoch‚7 _step‚30 1loss/SRqqt1/assigÒ¸ŠðÔnment_loss‚1.528359275200029 1loss/SRqqt2/assignment_loss‚1.878638640513607 1loss/SRqqt1/detection_loss‚0.9127809636199856 .loss/FBt1/detection_loss‚6.101930128354447 _runtime‚ 564.175852964»™.`‘Ì‚(:† ø™ŠÓœì  gpu.0.gpu‚89.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚272.206' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚54.4412 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0XR§ÚÍ‚(:Ï ø™ŠÓÊÚÍ network.recv‚105026 disk.dm-1.in‚ 6837.98046875 disk.rbd3.in‚0 disk.sda1.in‚0 disk.sda1.out‚0* proc.memory.percent‚10.419289271036785 proc.cpu.threads‚17 disk.rbd4.in‚0) disk./.usagePercent‚75.89037961610374 disk.rbd1.out‚0 disk.sda.in‚ 6837.98046875$ disk.nvme0c0n1.in‚35567.09765625 disk.dm-0.in‚35567.09765625 disk.sda2.in‚0 network.sent‚740493 disk.sda3.out‚ 9.12890625& disk.nvme0n1.out‚16723.48779296875( disk.nvme0c0n1.out‚16723.48779296875# disk.dm-0.out‚16723.48779296875# proc.memory.rssMB‚ 2560.64453125 disk.rbd1.in‚0 disk.rbd3.out‚0 disk.rbd4.out‚0$ memory_percent‚71.51169776916504% disk./.usageGB‚1130.8047485351562" disk.nvme0n1.in‚35567.09765625 disk.sda.out‚ 9.12890625 cpu‚24.095523932363296 disk.sda3.in‚ 6837.98046875 disk.dm-1.out‚ 9.12890625) proc.memory.availableMB‚ 7001.28515625 disk.sda2.out‚0.t+‘΂(:† ‡šŠÓíž  gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚303.921' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚60.7842 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ßÖÆd×Ï‚(:Ì ‡šŠÓˆÍ†% disk./.usageGB‚1130.8047485351562 disk.rbd3.out‚0( disk.nvme0c0n1.out‚16723.71826171875 disk.sda1.in‚0$ memory_percent‚71.51153882344565* proc.memory.percent‚10.419289271036785 proc.cpu.threads‚17! disk.nvme0n1.in‚ 36049.8671875& disk.nvme0n1.out‚16723.71826171875 disk.rbd4.out‚0 network.sent‚799154 disk.dm-0.in‚ 36049.8671875 disk.sda2.in‚0 disk.sda1.out‚0 disk.rbd4.in‚0 disk.rbd1.out‚0 network.recv‚107598 disk.sda.in‚ 6837.98046875 disk.sda.out‚ 9.33203125# disk.dm-0.out‚16723.71826171875 disk.rbd1.in‚0 cpu‚24.124926994905614 disk.dm-1.out‚ 9.33203125) proc.memory.availableMB‚ 7001.32421875 disk.rbd3.in‚0) disk./.usagePercent‚75.89037961610374 disk.sda3.in‚ 6837.98046875 disk.dm-1.in‚ 6837.98046875# disk.nvme0c0n1.in‚ 36049.8671875 disk.sda2.out‚0 disk.sda3.out‚ 9.33203125# proc.memory.rssMB‚ 2560.64453125ljÆ0Ð+ _wandbruntime‚598  _runtime‚598ë^EˆÊ5ÑÄk ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.009794317185878754 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015735816210508347 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.03472476080060005 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 ,particle/sensitivity‚0.46245551109313965 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 particle/accuracy_2_of_2‚1 particle/accuracy_1_of_4‚1 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.02777777798473835 ("Purity/1FRt0SRqqt1FBt/event_purity‚0 /particle/accuracy_4_of_4‚0.9230769276618958 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7333333492279053 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_4‚0.4395604729652405 ("Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.08133989572525024 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.11847826838493347 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.10085415840148926 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.1514616161584854 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 particle/accuracy_3_of_4‚1 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.05756578966975212 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ("Purity/1FRt*SRqqt1FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0 _step‚31 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.014554539695382118 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 jet/accuracy_4_of_4‚0 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.1503436416387558 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 + Purity/1FRt2SRqqt*FBt/FRt_purity‚0.0625 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5403225421905518 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.09143831580877304 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.01923076994717121 +jet/accuracy_1_of_1‚0.09648871421813965 *jet/accuracy_1_of_3‚0.4897438883781433 particle/accuracy_3_of_3‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_4‚1 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.14148256182670593 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_1_of_1‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.022762347012758255 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8452380895614624 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9708710312843323 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7352941036224365 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.013399165123701096 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.13346654176712036 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4058823585510254 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.14479519426822662 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9398809671401978 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.41229838132858276 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 9 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.021788451820611954 & Purity/*FRt1SRqqt2FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5714285373687744 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.014021030627191067 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.05000000074505806 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.06298701465129852 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 7validation_average_jet_accuracy‚0.12000638991594315 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.09533004462718964 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 8 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.02083333395421505 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5861812233924866 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9424731135368347 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1265120953321457 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.1425388604402542 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.10436172783374786 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.05791666731238365 & Purity/0FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 _runtime‚ 598.912193467 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.035127099603414536 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.013798540458083153 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.1505960077047348 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 +particle/specificity‚0.8538016080856323 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.11590909212827682 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9270833730697632 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.15394821763038635 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.0854928195476532 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 +jet/accuracy_2_of_3‚0.16100254654884338 jet/accuracy_3_of_4‚0 6 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.975292444229126 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.013662919402122498 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.08614394068717957 & Purity/*FRt1SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.15272286534309387 & Purity/1FRt1SRqqt1FBt/FRt_purity‚0 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.17251083254814148 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.016430260613560677 *jet/accuracy_2_of_2‚0.0476190485060215 trainer/global_step‚319 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.02500000037252903 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.1515151560306549 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.15992823243141174 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9640396237373352 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.15689128637313843 ("Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.11590909212827682 +jet/accuracy_2_of_4‚0.07417582720518112 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 % _timestamp‚1.7848435409090877e+09 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.03627554327249527 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 6 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.980279803276062 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.0845714658498764 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.09988038241863251 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.04772727191448212 ("Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.7916666269302368 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 & Purity/0FRt1SRqqt2FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.05000000074505806 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.13647399842739105 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.013798540458083153 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.15447565913200378 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9760313034057617 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 & Purity/*FRt1SRqqt1FBt/FRt_purity‚0 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 particle/accuracy_2_of_3‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.014421660453081131 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8146156072616577 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 epoch‚7 )loss/val_total_loss‚25.66651550829445 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.15755516290664673 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2158385068178177 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 'particle/f_score‚0.4619685411453247 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2639760375022888 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.04120230674743652 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 *jet/accuracy_1_of_2‚0.3019593358039856 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.1493193507194519 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1755952388048172 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.04772727191448212 +"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.25 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.15251147747039795 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.15508030354976654 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.1505960077047348 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.2762500047683716 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.2732919454574585 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.036572303622961044 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 jet/accuracy_3_of_3‚0 particle/accuracy_1_of_2‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 %particle/accuracy‚0.7703857421875 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.010102996602654457 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9226190447807312 ("Purity/*FRt2SRqqt*FBt/event_purity‚0×Î5ÒÈk +"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.25 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.15251147747039795 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.15508030354976654 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.1505960077047348 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.2762500047683716 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.2732919454574585 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.036572303622961044 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 jet/accuracy_3_of_3‚0 particle/accuracy_1_of_2‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 %particle/accuracy‚0.7703857421875 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.010102996602654457 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9226190447807312 ("Purity/*FRt2SRqqt*FBt/event_purity‚0 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.009794317185878754 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015735816210508347 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.03472476080060005 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 ,particle/sensitivity‚0.46245551109313965 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 particle/accuracy_2_of_2‚1 particle/accuracy_1_of_4‚1 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.02777777798473835 ("Purity/1FRt0SRqqt1FBt/event_purity‚0 /particle/accuracy_4_of_4‚0.9230769276618958 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7333333492279053 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_4‚0.4395604729652405 ("Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.08133989572525024 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.11847826838493347 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.10085415840148926 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.1514616161584854 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 particle/accuracy_3_of_4‚1 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.05756578966975212 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ("Purity/1FRt*SRqqt1FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0 _step‚31 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.014554539695382118 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 jet/accuracy_4_of_4‚0 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.1503436416387558 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 + Purity/1FRt2SRqqt*FBt/FRt_purity‚0.0625 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5403225421905518 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.09143831580877304 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.01923076994717121 +jet/accuracy_1_of_1‚0.09648871421813965 *jet/accuracy_1_of_3‚0.4897438883781433 particle/accuracy_3_of_3‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_4‚1 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.14148256182670593 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_1_of_1‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.022762347012758255 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8452380895614624 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9708710312843323 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7352941036224365 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.013399165123701096 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.13346654176712036 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4058823585510254 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.14479519426822662 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9398809671401978 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.41229838132858276 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 9 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.021788451820611954 & Purity/*FRt1SRqqt2FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5714285373687744 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.014021030627191067 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.05000000074505806 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.06298701465129852 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 7validation_average_jet_accuracy‚0.12000638991594315 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.09533004462718964 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 8 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.02083333395421505 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5861812233924866 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9424731135368347 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1265120953321457 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.1425388604402542 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.10436172783374786 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.05791666731238365 & Purity/0FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 _runtime‚ 598.912193467 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.035127099603414536 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.013798540458083153 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.1505960077047348 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 +particle/specificity‚0.8538016080856323 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.11590909212827682 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9270833730697632 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.15394821763038635 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.0854928195476532 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 +jet/accuracy_2_of_3‚0.16100254654884338 jet/accuracy_3_of_4‚0 6 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.975292444229126 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.013662919402122498 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.08614394068717957 & Purity/*FRt1SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.15272286534309387 & Purity/1FRt1SRqqt1FBt/FRt_purity‚0 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.17251083254814148 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.016430260613560677 *jet/accuracy_2_of_2‚0.0476190485060215 trainer/global_step‚319 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.02500000037252903 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.1515151560306549 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.15992823243141174 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9640396237373352 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.15689128637313843 ("Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.11590909212827682 +jet/accuracy_2_of_4‚0.07417582720518112 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 % _timestamp‚1.7848435409090877e+09 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.03627554327249527 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 6 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.980279803276062 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.0845714658498764 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.09988038241863251 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.04772727191448212 ("Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.7916666269302368 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 & Purity/0FRt1SRqqt2FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.05000000074505806 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.13647399842739105 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.013798540458083153 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.15447565913200378 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9760313034057617 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 & Purity/*FRt1SRqqt1FBt/FRt_purity‚0 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 particle/accuracy_2_of_3‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.014421660453081131 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8146156072616577 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 epoch‚7 )loss/val_total_loss‚25.66651550829445 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.15755516290664673 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2158385068178177 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 'particle/f_score‚0.4619685411453247 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2639760375022888 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.04120230674743652 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 *jet/accuracy_1_of_2‚0.3019593358039856 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.1493193507194519 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1755952388048172 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.04772727191448212²-¿&šÓ‚(: –šŠÓÓø~ gpu.0.gpu‚4.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚44.0 gpu.0.powerWatts‚124.228' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚24.845599999999997 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0×Í®–ÈÔ‚(:½ –šŠÓí¥ý disk.rbd1.in‚0 disk.rbd3.out‚0 network.sent‚801553 network.recv‚108778 disk.sda1.in‚0 disk.rbd4.in‚0 disk.rbd1.out‚0 disk.rbd3.in‚0! disk.nvme0n1.in‚ 37496.4921875& disk.nvme0n1.out‚16724.02685546875) disk./.usagePercent‚75.80811754467176# disk.dm-0.out‚16724.02685546875 disk.dm-1.out‚ 9.50390625& proc.memory.availableMB‚ 6224.84375 cpu‚24.162399269418675 disk.dm-0.in‚ 37496.4921875 disk.sda2.out‚0 disk.sda.in‚ 7522.90625# disk.nvme0c0n1.in‚ 37496.4921875( disk.nvme0c0n1.out‚16724.02685546875# memory_percent‚74.6710459391276" proc.memory.rssMB‚ 3337.2421875 disk.sda2.in‚0 disk.sda1.out‚0 disk.dm-1.in‚ 7522.90625 disk.sda3.in‚ 7522.90625 disk.sda.out‚ 9.50390625* proc.memory.percent‚13.579273223876953 proc.cpu.threads‚17 disk.sda3.out‚ 9.50390625$ disk./.usageGB‚1129.579002380371 disk.rbd4.out‚0CçU’Õ‚(:‡ ¥šŠÓêº gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚316.002' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚63.2004 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0C£9OIÖ‚(:» ¥šŠÓÙé“( disk.nvme0c0n1.out‚19051.29248046875) proc.memory.availableMB‚ 7001.79296875 network.sent‚852745& disk.nvme0n1.out‚19051.29248046875 disk.rbd4.in‚0 disk.sda3.in‚ 7522.90625 disk.sda3.out‚9.71875 disk.dm-1.out‚9.71875 cpu‚24.156001379084124 disk.rbd3.in‚0 †—}disk.rbd3.out‚0 disk.sda.in‚ 7522.90625 disk.dm-0.in‚37984.00390625 disk.sda2.out‚0 disk.sda1.in‚0* proc.memory.percent‚10.419289271036785 proc.cpu.threads‚17 network.recv‚112083 disk.sda.out‚9.71875 disk.sda2.in‚0 disk.rbd4.out‚0# disk./.usageGB‚1129.57905960083 disk.rbd1.in‚0$ memory_percent‚71.50963147481283# disk.dm-0.out‚19051.29248046875 disk.dm-1.in‚ 7522.90625) disk./.usagePercent‚75.80812138484166$ disk.nvme0c0n1.in‚37984.00390625 disk.rbd1.out‚0 disk.sda1.out‚0# proc.memory.rssMB‚ 2560.64453125" disk.nvme0n1.in‚37984.00390625¾ì0œ×‚(:‘ ´šŠÓºó gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚47.0 gpu.0.powerWatts‚148.635' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚29.726999999999997 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0‚(þÇËØ‚(:À ´šŠÓ¢ÍÕ network.sent‚854993 network.recv‚113150" disk.dm-0.out‚19052.0927734375 disk.rbd4.in‚0 proc.cpu.threads‚17 disk.rbd3.out‚0" disk.nvme0n1.in‚38601.99609375 disk.sda1.out‚0 disk.rbd1.out‚0# proc.memory.rssMB‚ 2560.64453125$ disk./.usageGB‚1129.354290008545 disk.dm-1.out‚ 9.80859375 disk.sda.out‚ 9.80859375' disk.nvme0c0n1.out‚19052.0927734375 disk.dm-0.in‚38601.99609375 disk.sda2.in‚0 disk.sda1.in‚0 disk.sda3.in‚ 7522.90625 disk.sda.in‚ 7522.90625 disk.sda2.out‚0 disk.sda3.out‚ 9.80859375) proc.memory.availableMB‚ 7001.73828125( disk./.usagePercent‚75.7930366854656 disk.dm-1.in‚ 7522.90625$ disk.nvme0c0n1.in‚38601.99609375 disk.rbd4.out‚0 disk.rbd1.in‚0 disk.rbd3.in‚0% disk.nvme0n1.out‚19052.0927734375* proc.memory.percent‚10.419289271036785 cpu‚24.18301941086176$ memory_percent‚71.50985399881998ƒy̜ق(:‘ ÚŠÓ¥ñ gpu.0.gpu‚90.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚310.561' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚62.112199999999994 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0É{¶ÈÁÚ‚(:¶ ÚŠÓ†ªú network.recv‚114457$ disk./.usageGB‚1129.353988647461 disk.rbd3.out‚0 disk.dm-1.in‚ 7522.90625 disk.rbd1.in‚0 disk.rbd3.in‚0# proc.memory.rssMB‚ 2560.64453125* proc.memory.percent‚10.419289271036785 proc.cpu.threads‚17% disk.nvme0n1.out‚19052.4404296875 disk.rbd4.in‚0 disk.dm-0.in‚39784.75390625 disk.sda1.out‚0 disk.sda3.in‚ 7522.90625 disk.sda3.out‚10.0625 disk.dm-1.out‚10.0625$ disk.nvme0c0n1.in‚39785.12890625 disk.rbd4.out‚0 disk.rbd1.out‚0 network.sent‚857301" disk.nvme0n1.in‚39785.12890625' disk.nvme0c0n1.out‚19052.4404296875# memory_percent‚71.5108553568522 cpu‚24.20804421363445) disk./.usagePercent‚75.79301646057081 disk.sda.in‚ 7522.90625 disk.sda.out‚10.0625" disk.dm-0.out‚19052.4404296875 disk.sda2.in‚0 disk.sda2.out‚0 disk.sda1.in‚0( proc.memory.availableMB‚ 7001.4921875Ÿ¹Æ0Û+ _wandbruntime‚658  _runtime‚658Åâ¥ÐÄܾ trainer/global_step‚349 % _timestamp‚1.7848436006230347e+09 _runtime‚ 658.625493602 _step‚32 & lr-AdamW/pg1‚0.0001100916102549487 & lr-AdamW/pg2‚0.0001100916102549487zý"þÈÝ & lr-AdamW/pg1‚0.0001100916102549487 & lr-AdamW/pg2‚0.0001100916102549487 trainer/global_step‚349 % _timestamp‚1.7848436006230347e+09 _runtime‚ 658.625493602 _step‚32 /­UÑ0Þ+ _wandbruntime‚658  _runtime‚658—0©Ó'ßÍO YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚100997643794944 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚317 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚100956912210402 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚3035072 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 461462334464 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 trainer/global_step‚349 _step‚33 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚100996272200704 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚100591986715856 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 364197495808 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚1082776 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚27751037668352 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 461419440640 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚100996272200704 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚100632100878336 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚322 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚936799 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚42893824 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 410984960 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 364197495808 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚3035066 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚3035066 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚3263693 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚100997643794944 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 363580883428 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 _runtime‚ 658.62674582 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 HDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚100591986715856 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 364197495808 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚1082776 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚27751037668352 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 461419440640 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚100996272200704 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚100632100878336 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚322 RGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚936799 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚42893824 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 410984960 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 364197495808 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚3035066 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚3035066 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚3263693 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚100997643794944 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 363580883428 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 _runtime‚ 658.62674582 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 HDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 461462334464!áO7Ò›á‚(: ÒšŠÓû•r gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚297.121' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚59.42419999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0Eº´ïÌâ‚(:Á ÒšŠÓËçÚ disk.sda2.out‚0 disk.dm-1.in‚ 8179.81640625 disk.rbd1.out‚0 proc.cpu.threads‚17$ memory_percent‚71.51082356770834 disk.dm-0.in‚ 40855.546875 disk.sda3.in‚ 8179.81640625# proc.memory.rssMB‚ 2560.64453125% disk.nvme0n1.out‚19136.0634765625 disk.sda.out‚ 10.16015625" proc.memory.availableMB‚7001.5 disk.rbd4.out‚0 disk.sda1.out‚0 disk.rbd3.out‚0 disk.nvme0n1.in‚ 40855.546875 disk.sda.in‚ 8179.81640625" disk.nvme0c0n1.in‚ 40855.546875' disk.nvme0c0n1.out‚19136.0634765625 disk.sda2.in‚0 disk.sda1.in‚0 disk.dm-1.out‚ 10.16015625* proc.memory.percent‚10.419289271036785 cpu‚24.23191777568228% disk./.usageGB‚1129.4553489685059" disk.dm-0.out‚19136.0634765625 disk.sda3.out‚ 10.16015625 disk.rbd1.in‚0 disk.rbd3.in‚0) disk./.usagePercent‚75.79981893752546 disk.rbd4.in‚0 network.sent‚859553 network.recv‚115516´ªÛ0ã+ _wandbruntime‚660  _runtime‚660š#ŒC)ä×M `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 462737488896 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚1085405 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚100870788489632 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚100911010168832 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚939444 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 trainer/global_step‚349 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 365220003840 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚27829255943168 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 _runtime‚ 660.04216483 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚3272789 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚315 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚101236734785930 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚101235364746732 _step‚34 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚3262741 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚3043433 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚3043433 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚3262741 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚28291950545408 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚310 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 F:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚6316228 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚100910983995392 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚100911010168832 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚2025159 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚100870763061664 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚28292361523200 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚101276203999232 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚100910983995392 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 % _timestamp‚1.7848436020394504e+09 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚101277575600640 J>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚6316228 BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚101277575600640 PDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 C93Þõ<´ DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚27829624034304 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 EDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚1085715 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚3043439 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 462694602240 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 364601685068 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 366565431808 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚939439 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚6306174 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚42886656 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 365946296298 FDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚2024844‹LŒá&åÛM E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚1085715 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚3043439 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 462694602240 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 364601685068 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 366565431808 PEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚939439 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚6306174 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚42886656 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 365946296298 FDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚2024844 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 462737488896 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚1085405 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚100870788489632 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚100911010168832 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 TIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚939444 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 trainer/global_step‚349 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 365220003840 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚27829255943168 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 _runtime‚ 660.04216483 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚3272789 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚315 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚101236734785930 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚101235364746732 _step‚34 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚3262741 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚3043433 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚3043433 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚3262741 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚28291950545408 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚310 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 F:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚6316228 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚100910983995392 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚100911010168832 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚2025159 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚100870763061664 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚28292361523200 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚101276203999232 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚100910983995392 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 % _timestamp‚1.7848436020394504e+09 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚101277575600640 J>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚6316228 BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚101277575600640 PDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚27829624034304 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 EDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚115314477644519 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 417535830016 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 416190409216 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚1069751 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 416830646839 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚1235274 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚3727816 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚3466198 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 413082112 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚114943385692160 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 417535830016 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚114943411865600 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚3727816 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚32214364041728 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 trainer/global_step‚399 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚2305030 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚2304704 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚1069756 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚3466192 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚115359576101376 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚32213950959616 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚114943385692160 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚1234953 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 527101450752 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 416190409216 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚3466192 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚115360947695616 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚3717782 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 % _timestamp‚1.7848436833385315e+09 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚3466198 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚321 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 _runtime‚ 741.341377146 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚115359576101376 HDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚115313107605433 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚114897621569712 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 HDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚115314477644519 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 417535830016 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 416190409216 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚1069751 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 416830646839 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚1235274 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚3727816 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚3466198 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 413082112 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚114943385692160 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 417535830016 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚114943411865600 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚3727816 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚32214364041728 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 trainer/global_step‚399 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚2305030 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚2304704 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚1069756 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚3466192 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚115359576101376 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚32213950959616 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚114943385692160 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytÇRÚIes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚1234953 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 527101450752 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 416190409216 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚3466192 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚115360947695616 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚3717782 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 % _timestamp‚1.7848436833385315e+09 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚3466198 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚321 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 _runtime‚ 741.341377146 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚115359576101376 HDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚115313107605433 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚114897621569712 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 H0ü+ _wandbruntime‚742  _runtime‚742$¹7†à&ýÚM H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 417212917248 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 417212917248 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚3474559 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚115222321156096 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚320 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 418558345216 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚115640879501312 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚3726864 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 528327168000 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚1072396 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 417851448591 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚3726864 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚3474565 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚115594300220047 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚7201423 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚115222321156096 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚3474559 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚2310348 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚31765480865792 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚115222294982656 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 FDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 418558345216 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 413074944 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚115639507899904 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚31765848956928 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚44983808 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 trainer/global_step‚399 _runtime‚ 742.775009131 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 EDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚7211477 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚7201423 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚1238277 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚32294221108736 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 _step‚39 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚3474565 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚115176448771456 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 416506837361ßóÛä&þÞM E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚115222321156096 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚3474559 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚2310348 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚31765480865792 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚115222294982656 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 FDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 418558345216 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 413074944 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚115639507899904 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚31765848956928 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚44983808 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 trainer/global_step‚399 _runtime‚ 742.775009131 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 EDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚7211477 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚7201423 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚1238277 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚32294221108736 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 _step‚39 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚3474565 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚115176448771456 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 416506837361 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 417212917248 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 417212917248 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚3474559 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚115222321156096 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚320 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 418558345216 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚115640879501312 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚3726864 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 528327168000 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚1072396 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 417851448591 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚3726864 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚3474565 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚115594300220047 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚7201423 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960'¤åÃ…0ÿ+ _wandbruntime‚742  _runtime‚742uÇHÑþ€ø &loss/total_loss‚26.786567267373265 % _timestamp‚1.7848436848203845e+09 1loss/FBt2/assignment_loss‚0.19601620301098524 trainer/global_step‚399 _runtime‚ 742.822655039 2loss/SRqqt1/assignment_loss‚1.5791653160812313 /loss/FRt2/detection_loss‚0.4205395695565498 1loss/SRqqt1/detection_loss‚0.9107895376630377 1loss/SRqqt2/detection_loss‚3.7182317772131195 .loss/FBt2/detection_loss‚3.170946833678054 _step‚40 /loss/FRt2/assignment_loss‚4.561890023819943 0loss/FBt1/assignment_loss‚0.4786863300495928 .loss/FRt1/detection_loss‚1.344724394946926 .loss/FBt1/detection_loss‚4.100799632091923 epoch‚9 /loss/FRt1/assignment_loss‚4.532536133648453 1loss/SRqqt2/assignment_loss‚1.772241515613447ído·ü 1loss/SRqqt2/assignment_loss‚1.772241515613447 &loss/total_loss‚26.786567267373265 % _timestamp‚1.7848436848203845e+09 1loss/FBt2/assignment_loss‚0.19601620301098524 trainer/global_step‚399 _runtime‚ 742.822655039 2loss/SRqqt1/assignment_loss‚1.5791653160812313 /loss/FRt2/detection_loss‚0.4205395695565498 1loss/SRqqt1/detection_loss‚0.9107895376630377 1loss/SRqqt2/detection_loss‚3.7182317772131195 .loss/FBt2/detection_loss‚3.170946833678054 _step‚40 /loss/FRt2/assignment_loss‚4.561890023819943 0loss/FBt1/assignment_loss‚0.4786863300495928 .loss/FRt1/detection_loss‚1.344724394946926 .loss/FBt1/detection_loss‚4.100799632091923 epoch‚9 /loss/FRt1/assignment_loss‚4.532536133648453(ˆýÜ0‚+ _wandbruntime‚745  _runtime‚745}œQƒÁl particle/accuracy_1_of_4‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.06446489691734314 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.02500000037252903 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.011876096948981285 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.05235042795538902 (particle/f_score‚0.47262755036354065 $ _timestamp‚1.784843687433654e+09 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.011354176327586174 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.12363521009683609 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.3959627151489258 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 ( Purity/*FRt1SRqqt2FBt/FBt_purity‚0.5 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.008300665766000748 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.11124402284622192 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.011155834421515465 (particle/accuracy‚0.7828775644302368 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.47479838132858276 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 +jet/accuracy_1_of_1‚0.07023987174034119 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.010161755606532097 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.07124914228916168 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 particle/accuracy_1_of_3‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.04243061691522598 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6764705777168274 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.12063741683959961 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.14249999821186066 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.3090062141418457 particle/accuracy_1_of_2‚1 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8690476417541504 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 7 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.1931818127632141 *jet/accuracy_1_of_3‚0.4720839858055115 jet/accuracy_4_of_4‚0 +particle/specificity‚0.8712819218635559 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.042415037751197815 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9709652662277222 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.17439515888690948 7 Purity/0FRt0SRqqt1FBt/FBt_purity‚0.9926470518112183 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.09975835680961609 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 particle/accuracy_1_of_1‚1 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.08514109253883362 6 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.926344096660614 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.06479818373918533 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.13187748193740845 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 *jet/accuracy_1_of_2‚0.2714533805847168 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9488095045089722 ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.013888888992369175 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0416666679084301 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 & Purity/2FRt0SRqqt0FBt/FRt_purity‚0 *jet/accuracy_1_of_4‚0.5906593799591064 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.09864568710327148 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 *jet/accuracy_2_of_2‚0.0522073432803154 ( Purity/0FRt1SRqqt2FBt/FBt_purity‚0.5 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 & Purity/1FRt1SRqqt1FBt/FRt_purity‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.05624999850988388 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.122023805975914 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.13506492972373962 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.09458199143409729 +particle/sensitivity‚0.4564819931983948 , Purity/0FRt*SRqqt2FBt/FBt_purity‚0.90625 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.08085279166698456 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 jet/accuracy_3_of_3‚0 /particle/accuracy_4_of_4‚0.7445055246353149 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8265920877456665 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.9782608747482?wÌ^ö3 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 jet/accuracy_3_of_4‚0 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.0456680953502655 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9604660272598267 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.12316016852855682 epoch‚9 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.07144976407289505 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/2FRt0SRqqt*FBt/FRt_purity‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9880235195159912 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.1409090906381607 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9310344457626343 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.04009544849395752 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 particle/accuracy_2_of_4‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1339285671710968 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 +jet/accuracy_2_of_3‚0.15918193757534027 particle/accuracy_2_of_3‚1 9 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.028629031032323837 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9756454229354858 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9688467979431152 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.010635610669851303 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.05000000074505806 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9913632869720459 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.13576555252075195 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.07147136330604553 7 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.0419708788394928 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.1409090906381607 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 trainer/global_step‚399 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.45042020082473755 7 Purity/*FRt0SRqqt1FBt/FBt_purity‚0.9943181872367859 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.008166513405740261 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.11568628251552582 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.14144736528396606 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9345238208770752 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 7 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.1931818127632141 _step‚41 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.010815231129527092 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.12934783101081848 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.04181595519185066 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.08324259519577026 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 particle/accuracy_3_of_4‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.04015304520726204 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 ("Purity/*FRt2SRqqt*FBt/event_purity‚0 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9473683834075928 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5989501476287842 & Purity/*FRt1SRqqt1FBt/FRt_purity‚0 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 +jet/accuracy_2_of_4‚0.14835165441036224 particle/accuracy_3_of_3‚1 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.03562802076339722 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 7validation_average_jet_accuracy‚0.09826014935970306 _runtime‚ 745.436824474 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.011155834421515465 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0572916679084301 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5564516186714172 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.38749998807907104 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12795159220695496 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.08631476759910583 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.08965462446212769 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.07147136330604553 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 )loss/val_total_loss‚23.89964173416047 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5892857313156128 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9643985033035278 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.08883211016654968 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.13446970283985138 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.1353427916765213 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.08658673614263535 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 particle/accuracy_2_of_2‚1 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.021852437406778336 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2085973024368286 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.0817408412694931 9"Purity/0FRt0SRqqt1FBt/event_purity‚0.9926470518112183 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 -"Purity/0FRt*SRqqt2FBt/event_purity‚0.8125 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0§«‰xK6„Ål 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.11568628251552582 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.14144736528396606 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9345238208770752 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 7 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.1931818127632141 _step‚41 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.010815231129527092 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.12934783101081848 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.04181595519185066 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.08324259519577026 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 particle/accuracy_3_of_4‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.04015304520726204 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 ("Purity/*FRt2SRqqt*FBt/event_purity‚0 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9473683834075928 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5989501476287842 & Purity/*FRt1SRqqt1FBt/FRt_purity‚0 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7709790468215942 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 & Purity/1FRt*SRqqt2FBt/FRt_purity‚0 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 +jet/accuracy_2_of_4‚0.14835165441036224 particle/accuracy_3_of_3‚1 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.03562802076339722 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 7validation_average_jet_accuracy‚0.09826014935970306 _runtime‚ 745.436824474 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.011155834421515465 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0572916679084301 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5564516186714172 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.38749998807907104 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12795159220695496 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.08631476759910583 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.08965462446212769 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.07147136330604553 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 )loss/val_total_loss‚23.89964173416047 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.5892857313156128 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9643985033035278 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.08883211016654968 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.13446970283985138 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.1353427916765213 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.08658673614263535 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 particle/accuracy_2_of_2‚1 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.021852437406778336 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2085973024368286 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.0817408412694931 9"Purity/0FRt0SRqqt1FBt/event_purity‚0.9926470518112183 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/0FRt2SRqqt0FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 -"Purity/0FRt*SRqqt2FBt/event_purity‚0.8125 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_4‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.06446489691734314 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.02500000037252903 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.011876096948981285 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.05235042795538902 (particle/f_score‚0.47262755036354065 $ _timestamp‚1.784843687433654e+09 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.011354176327586174 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.12363521009683609 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.3959627151489258 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 ( Purity/*FRt1SRqqt2FBt/FBt_purity‚0.5 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.008300665766000748 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.11124402284622192 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.011155834421515465 (particle/accuracy‚0.7828775644302368 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.47479838132858276 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 +jet/accuracy_1_of_1‚0.07023987174034119 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.010161755606532097 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.07124914228916168 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 particle/accuracy_1_of_3‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.04243061691522598 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6764705777168274 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.12063741683959961 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.14249999821186066 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.3090062141418457 particle/accuracy_1_of_2‚1 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8690476417541504 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 7 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.1931818127632141 *jet/accuracy_1_of_3‚0.4720839858055115 jet/accuracy_4_of_4‚0 +particle/specificity‚0.8712819218635559 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.042415037751197815 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9709652662277222 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.17439515888690948 7 Purity/0FRt0SRqqt1FBt/FBt_purity‚0.9926470518112183 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.09975835680961609 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 particle/accuracy_1_of_1‚1 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.08514109253883362 6 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.926344096660614 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.06479818373918533 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.13187748193740845 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 *jet/accuracy_1_of_2‚0.2714533805847168 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9488095045089722 ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.013888888992369175 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0416666679084301 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 & Purity/2FRt0SRqqt0FBt/FRt_purity‚0 *jet/accuracy_1_of_4‚0.5906593799591064 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.09864568710327148 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 *jet/accuracy_2_of_2‚0.0522073432803154 ( Purity/0FRt1SRqqt2FBt/FBt_purity‚0.5 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 & Purity/1FRt0SRqqt2FBt/FRt_purity‚0 & Purity/1FRt1SRqqt1FBt/FRt_purity‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.05624999850988388 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.122023805975914 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.13506492972373962 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.09458199143409729 +particle/sensitivity‚0.4564819931983948 , Purity/0FRt*SRqqt2FBt/FBt_purity‚0.90625 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.08085279166698456 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 jet/accuracy_3_of_3‚0 /particle/accuracy_4_of_4‚0.7445055246353149 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8265920877456665 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 jet/accuracy_3_of_4‚0 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.0456680953502655 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9604660272598267 ("Purity/0FRt2SRqqt*FBt/event_purity‚0 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.12316016852855682 epoch‚9 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.07144976407289505 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/2FRt0SRqqt*FBt/FRt_purity‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9880235195159912 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.1409090906381607 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9310344457626343 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.04009544849395752 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 particle/accuracy_2_of_4‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/*FRt2SRqqt0FBt/event_purity‚0 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1339285671710968 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 +jet/accuracy_2_of_3‚0.15918193757534027 particle/accuracy_2_of_3‚1 9 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.028629031032323837 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9756454229354858 & Purity/*FRt0SRqqt2FBt/FRt_purity‚0 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9688467979431152 & Purity/*FRt*SRqqt2FBt/FRt_purity‚0 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.010635610669851303 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.05000000074505806 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9913632869720459 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.13576555252075195 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.07147136330604553 7 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.0419708788394928 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.1409090906381607 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 trainer/global_step‚399 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.45042020082473755 7 Purity/*FRt0SRqqt1FBt/FBt_purity‚0.9943181872367859 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.008166513405740261) ÄjI“…‚(:ˆ «›ŠÓ»ŒêÜ gpu.0.gpu‚97.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚305.176' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚61.0352 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ê÷s©Ñ†‚(:Æ ¬›ŠÓÏ•Á% disk./.usageGB‚1129.5988311767578 disk.sda3.out‚ 11.13671875 disk.dm-1.out‚ 11.13671875 disk.rbd1.in‚0! disk.nvme0c0n1.in‚ 47520.53125 disk.sda2.in‚0 disk.sda1.out‚0 cpu‚24.376954747267717) proc.memory.availableMB‚ 4123.12109375 network.sent‚ 1.012705e+06 disk.sda3.in‚ 8809.078125 disk.rbd1.out‚0' disk.nvme0c0n1.out‚19223.7646484375 disk.rbd4.out‚0 disk.nvme0n1.in‚ 47520.53125 disk.sda.in‚ 8809.078125 disk.sda.out‚ 11.13671875$ memory_percent‚83.22297732035318 network.recv‚125940 disk.dm-1.in‚ 8809.078125 disk.rbd3.out‚0 disk.rbd3.in‚0% disk.nvme0n1.out‚19223.7646484375) disk./.usagePercent‚75.80944829154656 disk.dm-0.in‚ 47520.53125 disk.sda2.out‚0" disk.dm-0.out‚19223.7646484375 disk.sda1.in‚0 disk.rbd4.in‚0# proc.memory.rssMB‚ 2523.47265625* proc.memory.percent‚10.268036524454754 proc.cpu.threads‚17šì\û‘‡‚(:† »›ŠÓÖŒ  gpu.0.gpu‚98.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚356.654' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚71.3308 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0­šËÕˆ‚(:Ê »›ŠÓÖͬ disk.rbd3.out‚0 disk.sda.out‚ 11.44140625$ disk.nvme0c0n1.in‚48384.24609375 disk.rbd4.in‚0 disk.sda3.in‚ 8809.078125 disk.sda3.out‚ 11.44140625$ memory_percent‚83.22397867838541 proc.cpu.threads‚17 disk.rbd1.in‚0 disk.rbd1.out‚0* proc.memory.percent‚10.268036524454754 network.recv‚128275% disk./.usageGB‚1129.5984153747559 disk.sda.in‚ 8809.078125 disk.sda2.out‚0 cpu‚24.394985469544388 disk.dm-1.in‚ 8809.078125 disk.rbd3.in‚0" disk.dm-0.out‚19307.1826171875 disk.sda2.in‚0 disk.sda1.in‚0 disk.rbd4.out‚0# proc.memory.rssMB‚ 2523.47265625 disk.dm-1.out‚ 11.44140625% disk.nvme0n1.out‚19307.1826171875' disk.nvme0c0n1.out‚19307.1826171875 network.sent‚ 1.084606e+06) disk./.usagePercent‚75.80942038631197" disk.nvme0n1.in‚48384.24609375 disk.dm-0.in‚48384.24609375 disk.sda1.out‚0$ proc.memory.availableMB‚4122.875*]—䜉‚(:‘ Ê›ŠÓ÷Þ gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚303.569' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚60.713800000000006 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0c”a¤ÛŠ‚(:Ð Ê›ŠÓôÊÌ disk.sda1.out‚0 cpu‚24.412228231774225 disk.rbd3.out‚0& disk.nvme0n1.out‚19308.08642578125 network.recv‚129343% disk./.usageGB‚1129.5984153747559 disk.sda3.out‚ 11.62890625 disk.dm-1.in‚ 9471.7265625) disk./.usagePercent‚75.80942038631197" disk.nvme0n1.in‚49148.62890625 disk.sda2.in‚0 disk.sda1.in‚0$ proc.memory.availableMB‚4122.875* proc.memory.percent‚10.268036524454754 network.sent‚ 1.086846e+06 disk.rbd3.in‚0 proc.cpu.threads‚17 disk.sda.out‚ 11.62890625 disk.dm-0.in‚49148.62890625$ memory_percent‚83.22397867838541# proc.memory.rssMB‚ 2523.47265625$ disk.nvme0c0n1.in‚49148.62890625 disk.rbd4.out‚0 disk.sda3.in‚ 9471.7265625 disk.dm-1.out‚ 11.62890625# disk.dm-0.out‚19308.08642578125 disk.sda2.out‚0 disk.rbd4.in‚0 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.sda.in‚ 9471.7265625( disk.nvme0c0n1.out‚19308.08642578125Mì`Zœ‹‚(:‘ Ù›ŠÓò¾& gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚316.993' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚63.398599999999995 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0A°AœÒŒ‚(:Ç Ù›ŠÓ¦ÊŒ disk.sda1.out‚0 disk.sda3.in‚ 9471.7265625# proc.memory.rssMB‚ 2523.47265625# disk.nvme0c0n1.in‚ 50104.6640625( disk.nvme0c0n1.out‚19308.31298828125 network.sent‚ 1.089062e+06 network.recv‚130650# disk.dm-0.out‚19308.31298828125 disk.rbd1.in‚0 disk.sda2.in‚0 disk.rbd4.in‚0& disk.nvme0n1.out‚19308.31298828125 disk.rbd4.out‚0 disk.dm-1.in‚ 9471.7265625 disk.rbd1.out‚0! disk.nvme0n1.in‚ 50104.6640625 disk.sda3.out‚ 11.796875 disk.rbd3.in‚0 disk.rbd3.out‚0 disk.sda.in‚ 9471.7265625$ memory_percent‚83.22397867838541 disk.sda2.out‚0 disk.sda1.in‚0 disk.sda.out‚ 11.796875* proc.memory.percent‚10.268036524454754 cpu‚24.428670225095452) disk./.usagePercent‚75.80942038631197 disk.dm-1.out‚ 11.796875$ proc.memory.availableMB‚4122.875 proc.cpu.threads‚17% disk./.usageGB‚1129.5984153747559 disk.dm-0.in‚ 50102.6640625”–Isœ‚(:‘ 蛊Óµå9 gpu.0.gpu‚85.0 gpu.0.memory‚25+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚289.784' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚57.956799999999994 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0%xÊÙŽ‚(:Î 蛊ÓÀò% disk.nvme0n1.out‚19308.5595703125 disk.sda.out‚ 11.95703125# disk.nvme0c0n1.in‚ 51260.4609375 disk.rbd3.in‚0$ memory_percent‚83.22051366170248 network.recv‚131716 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.rbd3.out‚0 disk.sda2.in‚0 proc.cpu.threads‚17 disk.dm-0.in‚ 51260.4609375 disk.sda2.out‚0 disk.sda1.in‚0 disk.sda.in‚ 9471.7265625 network.sent‚ 1.091312e+06 disk.dm-1.out‚ 11.95703125 cpu‚24.445218870697683 disk.sda3.in‚ 9471.7265625' disk.nvme0c0n1.out‚19308.5595703125 disk.sda1.out‚0 disk.rbd4.in‚0) disk./.usagePercent‚75.80942038631197% disk./.usageGB‚1129.5984153747559 disk.dm-1.in‚ 9471.7265625" disk.dm-0.out‚19308.5595703125 disk.rbd4.out‚0( proc.memory.availableMB‚ 4123.7265625# proc.memory.rssMB‚ 2523.47265625* proc.memory.percent‚10.268036524454754 disk.sda3.out‚ 11.95703125! disk.nvme0n1.in‚ 51260.4609375—¸ðÎ0+ _wandbruntime‚819  _runtime‚819AÄÇ° Âm 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.04425414651632309 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 +jet/accuracy_2_of_4‚0.22527474164962769 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.14772728085517883 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.09220905601978302 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.122023805975914 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.2098214328289032 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.0416666679084301 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.9166666269302368 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.0416666679084301 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.04009544849395752 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_2‚1 /particle/accuracy_4_of_4‚0.8873625993728638 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.1402173936367035 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.011363636702299118 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.16267943382263184 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.3090062141418457 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2158583700656891 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6571428775787354 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 particle/accuracy_1_of_4‚1 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.12192688882350922 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.12260766327381134 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.005319148767739534 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 6 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.988095223903656 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.04207949340343475 +"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.25 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8146156072616577 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9938271641731262 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.12258453667163849 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.07821420580148697 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.10792745649814606 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9884393215179443 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 &jet/accuracy_1_of_1‚0.072021484375 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.007001294754445553 ("Purity/1FRt*SRqqt2FBt/event_purity‚0 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.12573377788066864 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1577620953321457 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0032362460624426603 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 8&Purity/0FRt*SRqqt2F‡·ë)¿&Bt/event_proportion‚ 0.01025390625 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.009564563632011414 particle/accuracy_3_of_3‚1 particle/accuracy_3_of_4‚1 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.0850725769996643 6 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.996268630027771 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.08308249711990356 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.10084857046604156 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.1850866824388504 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.24761904776096344 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.046875 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.16590909659862518 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.09300771355628967 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.16590909659862518 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.12687499821186066 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.07149522006511688 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 ( Purity/*FRt1SRqqt2FBt/FBt_purity‚0.5 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.06677590310573578 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 +jet/accuracy_2_of_2‚0.05559689179062843 jet/accuracy_3_of_4‚0 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.009193656966090202 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.009564563632011414 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.004629629664123058 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.022684384137392044 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.12582236528396606 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.0416666679084301 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9950979948043823 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.011297579854726791 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.01085360161960125 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 _step‚42 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.09623321890830994 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9677419662475586 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.008326339535415173 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.04273504391312599 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.1121850460767746 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9910714626312256 8"Purity/0FRt0SRqqt2FBt/event_purity‚0.976190447807312 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 6validation_average_jet_accuracy‚0.1034894585609436 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3075000047683716 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.1428571492433548 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 *jet/accuracy_1_of_4‚0.5549451112747192 trainer/global_step‚439 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.12511073052883148 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.011627906933426857 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.07760254293680191 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 particle/accuracy_1_of_3‚1 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9605263471603394 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015735816210508347 *particle/specificity‚0.880230724811554 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.16704481840133667 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.41229838132858276 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.0877973884344101 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.07760254293680191 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.04385700076818466 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_3‚0.5409030318260193 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 (particle/accuracy‚0.7873128652572632 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.07771778106689453 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.20681817829608917 particle/accuracy_2_of_3‚1 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.009118877351284027 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.12540322542190552 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.042805660516023636 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.04360155761241913 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2158385068178177 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.12316016852855682 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.14772728085517883 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9482758641242981 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0347222238779068 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 particle/accuracy_1_of_1‚1 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.16883116960525513 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6087037324905396 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_2‚1 *"Purity/2FRt0SRqqt1FBt/event_purity‚0.5 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.10000000149011612 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 + Purity/1FRt0SRqqt1FBt/FRt_purity‚0.0625 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_2_of_4‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 ,jet/accuracy_3_of_3‚0.019480518996715546 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7902097702026367 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.10153155028820038 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.18708133697509766 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 +jet/accuracy_2_of_3‚0.18800824880599976 epoch‚10 % _timestamp‚1.7848437612557647e+09 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.08695652335882187 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1347111165523529 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 ,particle/sensitivity‚0.44435763359069824 ;"Purity/*FRt1SRqqt*FBt/event_purity‚0.048272594809532166 -"Purity/1FRt0SRqqt1FBt/event_purity‚0.0625 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 'particle/f_score‚0.4710961580276489 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.13664385676383972 *jet/accuracy_1_of_2‚0.2875744104385376 *loss/val_total_loss‚23.986409979240307 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4058823585510254 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 ,"Purity/2FRt*SRqqt1FBt/event_purity‚0.125 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7058823704719543 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6225806474685669 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.0416666679084301 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.010342353954911232 ( Purity/0FRt1SRqqt2FBt/FBt_purity‚0.5 _runtime‚ 819.259880265 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.004545454401522875 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9848484992980957/ü¾Ì6‘Æm 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.16590909659862518 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.12687499821186066 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.07149522006511688 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 ( Purity/*FRt1SRqqt2FBt/FBt_purity‚0.5 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.06677590310573578 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 +jet/accuracy_2_of_2‚0.05559689179062843 jet/accuracy_3_of_4‚0 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.009193656966090202 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.009564563632011414 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.004629629664123058 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.022684384137392044 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.12582236528396606 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.0416666679084301 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9950979948043823 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.011297579854726791 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.01085360161960125 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 _step‚42 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.09623321890830994 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9677419662475586 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.008326339535415173 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.04273504391312599 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.1121850460767746 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9910714626312256 8"Purity/0FRt0SRqqt2FBt/event_purity‚0.976190447807312 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 6validation_average_jet_accuracy‚0.1034894585609436 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3075000047683716 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.1428571492433548 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 *jet/accuracy_1_of_4‚0.5549451112747192 trainer/global_step‚439 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.12511073052883148 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.011627906933426857 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.07760254293680191 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 particle/accuracy_1_of_3‚1 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9605263471603394 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015735816210508347 *particle/specificity‚0.880230724811554 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.16704481840133667 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.41229838132858276 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.0877973884344101 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.07760254293680191 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.04385700076818466 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_3‚0.5409030318260193 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 (particle/accuracy‚0.7873128652572632 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.07771778106689453 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.20681817829608917 particle/accuracy_2_of_3‚1 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.009118877351284027 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.12540322542190552 9 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.042805660516023636 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.04360155761241913 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2158385068178177 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.12316016852855682 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.14772728085517883 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9482758641242981 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0347222238779068 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 particle/accuracy_1_of_1‚1 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.16883116960525513 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6087037324905396 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_2‚1 *"Purity/2FRt0SRqqt1FBt/event_purity‚0.5 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.10000000149011612 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 + Purity/1FRt0SRqqt1FBt/FRt_purity‚0.0625 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_2_of_4‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 ,jet/accuracy_3_of_3‚0.019480518996715546 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7902097702026367 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.10153155028820038 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.18708133697509766 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 +jet/accuracy_2_of_3‚0.18800824880599976 epoch‚10 % _timestamp‚1.7848437612557647e+09 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.08695652335882187 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1347111165523529 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 ,particle/sensitivity‚0.44435763359069824 ;"Purity/*FRt1SRqqt*FBt/event_purity‚0.048272594809532166 -"Purity/1FRt0SRqqt1FBt/event_purity‚0.0625 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 'particle/f_score‚0.4710961580276489 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ("Purity/1FRt0SRqqt2FBt/event_purity‚0 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.13664385676383972 *jet/accuracy_1_of_2‚0.2875744104385376 *loss/val_total_loss‚23.986409979240307 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4058823585510254 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 ,"Purity/2FRt*SRqqt1FBt/event_purity‚0.125 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7058823704719543 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6225806474685669 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.0416666679084301 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.010342353954911232 ( Purity/0FRt1SRqqt2FBt/FBt_purity‚0.5 _runtime‚ 819.259880265 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.004545454401522875 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9848484992980957 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.04425414651632309 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 +jet/accuracy_2_of_4‚0.22527474164962769 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.14772728085517883 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.09220905601978302 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.122023805975914 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.2098214328289032 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.0416666679084301 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.9166666269302368 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.0416666679084301 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.04009544849395752 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_2‚1 /particle/accuracy_4_of_4‚0.8873625993728638 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.1402173936367035 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.011363636702299118 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.16267943382263184 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.3090062141418457 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2158583700656891 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6571428775787354 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 particle/accuracy_1_of_4‚1 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.12192688882350922 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.12260766327381134 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.005319148767739534 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 6 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.988095223903656 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 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9471.7265625" disk.dm-0.out‚19308.8212890625 disk.sda1.out‚0 disk.rbd4.in‚0% disk.nvme0n1.out‚19308.8212890625 network.recv‚132825 disk.dm-1.in‚ 9471.7265625 disk.rbd1.in‚0 disk.sda.out‚ 12.0859375 disk.sda3.out‚ 12.0859375 disk.rbd3.in‚0 proc.cpu.threads‚17# disk.nvme0c0n1.in‚ 52086.7734375 disk.rbd4.out‚0 disk.sda3.in‚ 9471.7265625! disk.nvme0n1.in‚ 52086.7734375) proc.memory.availableMB‚ 4084.91796875* proc.memory.percent‚10.424661636352539( disk./.usagePercent‚75.8093712321373% disk./.usageGB‚1129.5976829528809 disk.dm-1.out‚ 12.0859375 cpu‚24.4676904970817 network.sent‚ 1.093527e+06 disk.dm-0.in‚ 52086.7734375' disk.nvme0c0n1.out‚19308.8212890625 £0”+ _wandbruntime‚834  _runtime‚834$@pÆ•À ' lr-AdamW/pg1‚0.00010498873941460018 ' lr-AdamW/pg2‚0.00010498873941460018 trainer/global_step‚449 % _timestamp‚1.7848437765963242e+09 _runtime‚ 834.598793439 _step‚43ððWÊ–Ä ' lr-AdamW/pg1‚0.00010498873941460018 ' lr-AdamW/pg2‚0.00010498873941460018 trainer/global_step‚449 % _timestamp‚1.7848437765963242e+09 _runtime‚ 834.598793439 _step‚43+¤¾£0—+ _wandbruntime‚834  _runtime‚834Ê·è˜ÐO NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚129620569315328 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 468986679808 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚2593700 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 470332100608 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚35630026047488 % _timestamp‚1.7848437765973396e+09 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚130089529821696 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚3910100 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚261 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚4200110 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚8110210 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚2593439 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 470332100608 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 _step‚44 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 468192457499 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 HDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚3910100 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 _runtime‚ 834.603445616 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚130090901415936 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚130037045902059 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚36602368 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚3910094 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚4190076 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚36224506690560 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚256 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚35630394138624 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VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 468986679808 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚129620569315328 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 468986679808 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚2593700 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 470332100608 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚35630026047488 % _timestamp‚1.7848437765973396e+09 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚130089529821696 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚3910100 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚261 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚4200110 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚8110210 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚2593439 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 470332100608 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 _step‚44 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 468192457499 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 HDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚3910100 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 _runtime‚ 834.603445616 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚130090901415936 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚130037045902059 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚36602368 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚3910094 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚4190076 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚36224506690560 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864,c®áÓ0š+ _wandbruntime‚836  _runtime‚836‚üß&›ÙM XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 471354615808 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 $ _timestamp‚1.784843778020347e+09 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚130369461620224 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 402589184 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚259 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 F:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚8127673 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚3918461 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚4209206 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 595392294400 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 470557870369 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚1392824 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚35708980504576 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚3918467 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚34498048 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 BDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚2599119 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚4209206 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚8117619 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 _step‚45 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚35708612413440 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 469213259139 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚3918461 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚130318238516673 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚1206295 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚129847655218336 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 EDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚36304004707840 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 595426792448 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚254 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚130370833221632 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚2599378 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚130316868477475 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚129899452432384 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 J>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚8127673 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚36304407297024 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1ÅÕQu$œÝM OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚254 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚130370833221632 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚2599378 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚130316868477475 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚129899452432384 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 J>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚8127673 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚36304407297024 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 471354615808 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 $ _timestamp‚1.784843778020347e+09 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚130369461620224 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 402589184 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚259 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 F:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚8127673 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚3918461 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚4209206 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 595392294400 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 470557870369 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚1392824 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚35708980504576 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚3918467 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚34498048 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 BDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚2599119 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚4209206 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚8117619 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 _step‚45 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚35708612413440 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 469213259139 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚3918461 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚130318238516673 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚1206295 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚129847655218336 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 EDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚36304004707840 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 595426792448 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004-˜ÿ0+ _wandbruntime‚836  _runtime‚836q¯G|žú /loss/FRt1/assignment_loss‚3.665077262879642 /loss/FBt1/assignment_loss‚0.254360693828804 1loss/FBt2/assignment_loss‚0.17566729818829108 0loss/FRt2/detection_loss‚0.35399526361990996 1loss/SRqqt1/detection_loss‚0.9240383404857142 .loss/FBt1/detection_loss‚3.159236519676644 /loss/FBt2/detection_loss‚4.8444939826486895 trainer/global_step‚449 2loss/SRqqt1/assignment_loss‚1.3695027040924983 /loss/FRt1/detection_loss‚1.2766237848600317 0loss/SRqqt2/detection_loss‚3.115521670933331 %loss/total_loss‚25.39652256784203 /loss/FRt2/assignment_loss‚4.542998066187569 % _timestamp‚1.7848437780725713e+09 _step‚46 2loss/SRqqt2/assignment_loss‚1.7150069804409065 epoch‚11 _runtime‚ 836.074932265ñvfŸþ 2loss/SRqqt2/assignment_loss‚1.7150069804409065 epoch‚11 _runtime‚ 836.074932265 /loss/FRt1/assignment_loss‚3.665077262879642 /loss/FBt1/assignment_loss‚0.254360693828804 1loss/FBt2/assignment_loss‚0.17566729818829108 0loss/FRt2/detection_loss‚0.35399526361990996 1loss/SRqqt1/detection_loss‚0.9240383404857142 .loss/FBt1/detection_loss‚3.159236519676644 /loss/FBt2/detection_loss‚4.8444939826486895 trainer/global_step‚449 2loss/SRqqt1/assignment_loss‚1.3695027040924983 /loss/FRt1/detection_loss‚1.2766237848600317 0loss/SRqqt2/detection_loss‚3.115521670933331 %loss/total_loss‚25.39652256784203 /loss/FRt2/assignment_loss‚4.542998066187569 % _timestamp‚1.7848437780725713e+09 _step‚46. v‹ƒ ‚(:’ †œŠÓø‹® gpu.0.gpu‚100.0 gpu.0.memory‚33+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚351.274' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚70.25479999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0‰Ö°Þ¡‚(:Ó †œŠÓ·Íæ network.recv‚134960 disk.rbd3.in‚0 disk.rbd3.out‚0 disk.sda.in‚10098.05078125 disk.sda2.in‚0) disk./.usagePercent‚75.80936739196741 disk.dm-1.out‚ 12.2578125 disk.sda2.out‚0 disk.sda1.in‚0# proc.memory.rssMB‚ 2561.96484375$ memory_percent‚83.37850570678711( proc.memory.availableMB‚ 4084.8984375 disk.dm-0.in‚59806.35546875 disk.sda1.out‚0 disk.rbd4.out‚0 disk.sda3.in‚10098.05078125 disk.rbd1.out‚0* proc.memory.percent‚10.424661636352539 cpu‚24.48305460566926% disk./.usageGB‚1129.5976257324219 disk.dm-1.in‚10098.05078125$ disk.nvme0c0n1.in‚59806.35546875" disk.dm-0.out‚19309.7275390625 network.sent‚ 1.144812e+06' disk.nvme0c0n1.out‚19309.7275390625 proc.cpu.threads‚17 disk.rbd1.in‚0" disk.nvme0n1.in‚59806.35546875% disk.nvme0n1.out‚19309.7275390625 disk.sda.out‚ 12.2578125 disk.rbd4.in‚0 disk.sda3.out‚ 12.2578125M—‚›¢‚(: •œŠÓ…¢  gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚294.638' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚58.92759999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0 }¦úÛ£‚(:Ð •œŠÓ„â disk.rbd3.out‚0 disk.sda3.in‚10098.05078125 disk.sda2.in‚0 disk.sda2.out‚0 disk.rbd1.in‚0$ disk.nvme0c0n1.in‚79570.98046875# proc.memory.rssMB‚ 2561.96484375* proc.memory.percent‚10.424661636352539 disk.dm-1.out‚ 12.49609375$ memory_percent‚83.37828318277994' proc.memory.availableMB‚ 4084.953125% disk./.usageGB‚1129.5976257324219 disk.sda.in‚10098.05078125 disk.dm-0.out‚19309.98828125" disk.nvme0n1.in‚79571.41015625 network.recv‚137196) disk./.usagePercent‚75.80936739196741 disk.sda1.in‚0 disk.sda1.out‚0 disk.sda3.out‚ 12.49609375 disk.rbd1.out‚0 disk.rbd3.in‚0# disk.nvme0n1.out‚19309.98828125 disk.dm-0.in‚79571.73828125 cpu‚24.497368063174925 proc.cpu.threads‚17% disk.nvme0c0n1.out‚19309.98828125 network.sent‚ 1.203397e+06 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.dm-1.in‚10098.05078125 disk.sda.out‚ 12.49609375EÔ㓤‚(:ˆ £œŠÓ´ºêÜ gpu.0.gpu‚45.0 gpu.0.memory‚14+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚47.0 gpu.0.powerWatts‚126.664' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚25.3328 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0éJ"HÝ¥‚(:Ò ¤œŠÓ’óÀ disk.rbd4.out‚0 proc.cpu.threads‚17 disk.rbd1.in‚0 disk.dm-0.in‚ 104471.21875 disk.sda1.in‚0) proc.memory.availableMB‚ 4084.90234375) disk./.usagePercent‚75.80936739196741% disk./.usageGB‚1129.5976257324219 disk.dm-1.in‚10098.05078125" disk.nvme0c0n1.in‚ 104471.21875 disk.rbd3.out‚0 disk.sda2.out‚0 network.sent‚ 1.205651e+06 network.recv‚138157 disk.sda.out‚ 12.6328125 disk.sda1.out‚0 cpu‚24.511754919896532 disk.sda3.out‚ 12.6328125 disk.rbd3.in‚0 disk.nvme0n1.in‚ 104471.21875& disk.nvme0n1.out‚19310.66552734375 disk.sda.in‚10098.05078125# disk.dm-0.out‚19310.66552734375$ memory_percent‚83.37848981221518# proc.memory.rssMB‚ 2561.96484375 disk.dm-1.out‚ 12.6328125 disk.rbd4.in‚0* proc.memory.percent‚10.424661636352539 disk.rbd1.out‚0( disk.nvme0c0n1.out‚19310.66552734375 disk.sda2.in‚0 disk.sda3.in‚10098.05078125=R¨ƒ’¦‚(:‡ ³œŠÓÏÛÖ gpu.0.gpu‚95.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚297.597' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚59.5194 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0@«±žÜ§‚(:Ñ ³œŠÓï²£ disk.sda1.out‚0 disk.rbd4.out‚0 network.sent‚ 1.207855e+06 disk.rbd3.out‚0 disk.nvme0n1.in‚ 131924.4375 disk.sda.in‚10098.05078125 disk.dm-0.in‚ 131924.4375 proc.cpu.threads‚17 disk.dm-1.out‚ 12.78515625 disk.rbd1.in‚0 disk.sda1.in‚0 disk.rbd4.in‚0$ memory_percent‚83.37848981221518) proc.memory.availableMB‚ 4084.90234375) disk./.usagePercent‚75.80936739196741 disk.dm-1.in‚10098.05078125! disk.nvme0c0n1.in‚ 131924.4375 cpu‚24.52497029799159 disk.sda3.in‚10098.05078125 disk.sda2.in‚0 disk.sda3.out‚ 12.78515625# disk.dm-0.out‚19310.91748046875 disk.sda2.out‚0* proc.memory.percent‚10.424661636352539 network.recv‚139464% disk./.usageGB‚1129.5976257324219& disk.nvme0n1.out‚19310.91748046875 disk.sda.out‚ 12.78515625( disk.nvme0c0n1.out‚19310.91748046875 disk.rbd1.out‚0 disk.rbd3.in‚0# proc.memory.rssMB‚ 2561.96484375ÊÝ0¨+ _wandbruntime‚891  _runtime‚891‹+–a7©Ûn trainer/global_step‚479 )loss/val_total_loss‚23.69978501856351 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 +jet/accuracy_2_of_3‚0.18436703085899353 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 /particle/accuracy_4_of_4‚0.9615384340286255 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9786708354949951 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.060735344886779785 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1582661271095276 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.08007518947124481 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.18307149410247803 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.42546582221984863 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.07910627871751785 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.0833333358168602 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.016193853691220284 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.021054964512586594 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.010638297535479069 particle/accuracy_1_of_1‚1 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.01087426207959652 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5731183290481567 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 ;"Purity/2FRt*SRqqt0FBt/event_purity‚0.006172839552164078 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7837995290756226 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.16910172998905182 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8194444179534912 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9756786823272705 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.11818182468414307 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9473683834075928 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8730158805847168 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.17619048058986664 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 ,jet/accuracy_2_of_2‚0.053364746272563934 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.03125 +jet/accuracy_2_of_4‚0.14835165441036224 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 *"Purity/2FRt0SRqqt1FBt/event_purity‚0.5 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ,"Purity/2FRt*SRqqt1FBt/event_purity‚0.125 *jet/accuracy_1_of_4‚0.4065934121608734 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 _runtime‚ 891.253894139 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.18625766038894653 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.0833333358168602 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.026263296604156494 %particle/accuracy‚0.7884521484375 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.01484997570514679 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.11818182468414307 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9698535799980164 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.06614524126052856 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ,jet/accuracy_3_of_3‚0.012987012974917889 particle/accuracy_2_of_2‚1 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 particle/accuracy_1_of_3‚1 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.004629629664123058 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.11239583045244217 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.03549382835626602 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.026269307360053062 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.02500000037252903 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7validation_average_jet_accuracy‚0.10813601315021515 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.04498963803052902 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.011296527460217476 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.004545454401522875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6764705777168274 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 jet/accuracy_4_of_4‚0 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.09314516186714172 ;"Purity/*FRt1SRqqt*FBt/event_purity‚0.049616679549217224 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9365079402923584 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.0950402319431305 ( Purity/*FRt1SRqqt2FBt/FBt_purity‚0.5 % _timestamp‚1.7848438332502928e+09 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.011627906933426857 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.01545482873916626 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.06906075030565262 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2158583700656891 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41624999046325684 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.09697170555591583 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.02500000037252903 (particle/f_score‚0.49622827768325806 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.11143092066049576 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6038269996643066 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.07500000298023224 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.04056485742330551 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 _step‚47 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 particle/accuracy_2_of_4‚1 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.012517603114247322 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.01597674936056137 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.19676905870437622 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 +particle/specificity‚0.8696277141571045 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9097222089767456 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.10222966969013214 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 )jet/accuracy_1_of_2‚0.314360111951828 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.1595693826675415 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.09272953867912292 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 jet/accuracy_3_of_4‚0 ( Purity/0FRt1SRqqt2FBt/FBt_purity‚0.5 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.15952521562576294 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.06264432519674301 ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.021739130839705467 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ,particle/sensitivity‚0.48879557847976685 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.09274721890687943 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.07419701665639877 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.1666666716337204 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.16060605645179749 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.08012820780277252 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9266128540039062 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.15043289959430695 particle/accuracy_2_of_3‚1 particle/accuracy_3_of_4‚1 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.11722488701343536 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.06314730644226074 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6059523820877075 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1488095223903656 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0885416716337204 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.1070043072104454 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.48025208711624146 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9482142925262451 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.10918739438056946 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.0877973884344101 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.19844713807106018 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.07373508810997009 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8265920877456665 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.01484997570514679 particle/accuracy_1_of_4‚1 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.16732841730117798 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.1666666716337204 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.08475781232118607 *jet/accuracy_1_of_3‚0.5055831670761108 particle/accuracy_3_of_3‚1 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.11684782803058624 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2732919454574585 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.09808612614870071 * Purity/*FRt*SRqqt2FBt/FRt_purity‚0.125 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.08820302784442902 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5055443644523621 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.05982561409473419 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9650814533233643 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.016910526901483536 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9310344457626343 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.08007518947124481 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9714815020561218 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.014657649211585522 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.011363636702299118 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.08886010944843292 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 ."Purity/1FRt0SRqqt1FBt/event_purity‚0.03125 particle/accuracy_1_of_2‚1 epoch‚11 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 8"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.159226194024086 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.014969448558986187 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 +jet/accuracy_1_of_1‚0.07591567188501358 * Purity/*FRt0SRqqt2FBt/FRt_purity‚0.125 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625äJÕ&)ªßn 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9097222089767456 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.10222966969013214 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 )jet/accuracy_1_of_2‚0.314360111951828 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.1595693826675415 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.09272953867912292 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 jet/accuracy_3_of_4‚0 ( Purity/0FRt1SRqqt2FBt/FBt_purity‚0.5 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.15952521562576294 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.06264432519674301 ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.021739130839705467 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ,particle/sensitivity‚0.48879557847976685 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.09274721890687943 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.07419701665639877 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.1666666716337204 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.16060605645179749 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.08012820780277252 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9266128540039062 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.15043289959430695 particle/accuracy_2_of_3‚1 particle/accuracy_3_of_4‚1 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.11722488701343536 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.06314730644226074 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6059523820877075 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1488095223903656 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0885416716337204 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.1070043072104454 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.48025208711624146 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9482142925262451 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.10918739438056946 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.0877973884344101 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.19844713807106018 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.07373508810997009 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8265920877456665 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.01484997570514679 particle/accuracy_1_of_4‚1 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.16732841730117798 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.1666666716337204 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.08475781232118607 *jet/accuracy_1_of_3‚0.5055831670761108 particle/accuracy_3_of_3‚1 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.11684782803058624 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2732919454574585 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.09808612614870071 * Purity/*FRt*SRqqt2FBt/FRt_purity‚0.125 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.08820302784442902 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5055443644523621 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.05982561409473419 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9650814533233643 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.016910526901483536 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.125 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9310344457626343 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.08007518947124481 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9714815020561218 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.014657649211585522 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.011363636702299118 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.08886010944843292 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 ."Purity/1FRt0SRqqt1FBt/event_purity‚0.03125 particle/accuracy_1_of_2‚1 epoch‚11 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 8"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.159226194024086 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.014969448558986187 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 +jet/accuracy_1_of_1‚0.07591567188501358 * Purity/*FRt0SRqqt2FBt/FRt_purity‚0.125 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 trainer/global_step‚479 )loss/val_total_loss‚23.69978501856351 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ("Purity/1FRt1SRqqt0FBt/event_purity‚0 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 +jet/accuracy_2_of_3‚0.18436703085899353 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 /particle/accuracy_4_of_4‚0.9615384340286255 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9786708354949951 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.060735344886779785 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1582661271095276 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.08007518947124481 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.18307149410247803 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.42546582221984863 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.07910627871751785 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.0833333358168602 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.016193853691220284 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.021054964512586594 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.010638297535479069 particle/accuracy_1_of_1‚1 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.01087426207959652 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5731183290481567 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 ;"Purity/2FRt*SRqqt0FBt/event_purity‚0.006172839552164078 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7837995290756226 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.16910172998905182 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8194444179534912 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9756786823272705 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.11818182468414307 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9473683834075928 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8730158805847168 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.17619048058986664 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 ,jet/accuracy_2_of_2‚0.053364746272563934 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.03125 +jet/accuracy_2_of_4‚0.14835165441036224 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 *"Purity/2FRt0SRqqt1FBt/event_purity‚0.5 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ,"Purity/2FRt*SRqqt1FBt/event_purity‚0.125 *jet/accuracy_1_of_4‚0.4065934121608734 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 _runtime‚ 891.253894139 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.18625766038894653 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.0833333358168602 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.026263296604156494 %particle/accuracy‚0.7884521484375 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.01484997570514679 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.11818182468414307 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9698535799980164 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.06614524126052856 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ,jet/accuracy_3_of_3‚0.012987012974917889 particle/accuracy_2_of_2‚1 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 particle/accuracy_1_of_3‚1 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.004629629664123058 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.11239583045244217 ("Purity/0FRt0SRqqt0FBt/event_pøU æ?urity‚1 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.03549382835626602 ;"Purity/*FRt*SRqqt0FBt/event_purity‚0.026269307360053062 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.02500000037252903 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7validation_average_jet_accuracy‚0.10813601315021515 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.04498963803052902 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.011296527460217476 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.004545454401522875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6764705777168274 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 jet/accuracy_4_of_4‚0 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.09314516186714172 ;"Purity/*FRt1SRqqt*FBt/event_purity‚0.049616679549217224 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9365079402923584 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.0950402319431305 ( Purity/*FRt1SRqqt2FBt/FBt_purity‚0.5 % _timestamp‚1.7848438332502928e+09 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.011627906933426857 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.01545482873916626 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.06906075030565262 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.2158583700656891 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41624999046325684 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.09697170555591583 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.02500000037252903 (particle/f_score‚0.49622827768325806 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.11143092066049576 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6038269996643066 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.07500000298023224 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.04056485742330551 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 _step‚47 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ("Purity/1FRt1SRqqt*FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 particle/accuracy_2_of_4‚1 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.012517603114247322 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.01597674936056137 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.19676905870437622 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 +particle/specificity‚0.8696277141571045/²$Ï‘’«‚(:‡ ÂœŠÓÈ£· gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚294.108' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚58.8216 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ò7µ"߬‚(:Ô ÂœŠÓÄ«Á) disk./.usagePercent‚75.80936764797873 disk.sda3.out‚ 12.96484375 disk.rbd1.out‚0# memory_percent‚83.2207997639974 disk.rbd4.out‚0 disk.rbd1.in‚0 disk.sda.out‚ 12.96484375& disk.nvme0c0n1.out‚19311.158203125 disk.sda2.out‚0 disk.sda1.out‚0* proc.memory.percent‚10.262664159138996 disk.dm-1.out‚ 12.96484375# disk.nvme0n1.in‚149933.80859375# proc.memory.rssMB‚ 2522.15234375 proc.cpu.threads‚17% disk./.usageGB‚1129.5976295471191 disk.dm-1.in‚10857.41796875$ disk.nvme0n1.out‚19311.158203125% disk.nvme0c0n1.in‚149933.80859375 disk.sda1.in‚0 disk.rbd3.out‚0 disk.sda.in‚10857.41796875 disk.dm-0.in‚149933.80859375! disk.dm-0.out‚19311.158203125 disk.sda2.in‚0 cpu‚24.546062105901882 disk.rbd4.in‚0 disk.sda3.in‚10857.41796875 network.sent‚ 1.210104e+06 network.recv‚140430 disk.rbd3.in‚0& proc.memory.availableMB‚ 4123.65625µñ½„’­‚(:‡ ÑœŠÓ°÷ gpu.0.gpu‚93.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚345.846' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚69.1692 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0廾殂(:Û ÑœŠÓø±¥% disk.nvme0n1.out‚19323.6728515625$ memory_percent‚83.22059313456217* proc.memory.percent‚10.262664159138996 network.recv‚142777% disk.nvme0c0n1.in‚171703.32421875 disk.dm-0.in‚171703.32421875 disk.dm-1.out‚ 13.23046875 network.sent‚ 1.261568e+06 disk.sda2.out‚0 disk.sda1.in‚0 disk.rbd1.in‚0 disk.sda.out‚ 13.23046875 proc.cpu.threads‚17) disk./.usagePercent‚75.81009446413447 disk.sda1.out‚0 disk.rbd4.out‚0 disk.dm-1.in‚10857.41796875 disk.rbd1.out‚0 cpu‚24.558751999259623% disk./.usageGB‚1129.6084594726562" disk.dm-0.out‚19323.6728515625# disk.nvme0n1.in‚171703.32421875' disk.nvme0c0n1.out‚19323.6728515625 disk.sda2.in‚0 disk.sda3.out‚ 13.23046875 disk.rbd3.out‚0 disk.sda.in‚10857.41796875 disk.sda3.in‚10857.41796875) proc.memory.availableMB‚ 4123.70703125# proc.memory.rssMB‚ 2522.15234375 disk.rbd4.in‚0 disk.rbd3.in‚0QAX0¯+ _wandbruntime‚925  _runtime‚925{Áf"Æ°À % _timestamp‚1.7848438672738206e+09 _runtime‚ 925.276425835 _step‚48 ' lr-AdamW/pg1‚0.00010198158419256121 ' lr-AdamW/pg2‚0.00010198158419256121 trainer/global_step‚499[„y!汀 ' lr-AdamW/pg1‚0.00010198158419256121 ' lr-AdamW/pg2‚0.00010198158419256121 trainer/global_step‚499 % _timestamp‚1.7848438672738206e+09 _runtime‚ 925.276425835 _step‚480^Ÿ»´0²+ _wandbruntime‚925  _runtime‚925µhÁƒÖ'³ÐO D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚1336607 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚4664233 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 522325014016 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 520979593216 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚143931880302592 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚40226187632128 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 520097609792 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚4341220 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚4664233 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚143931854129152 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚310 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 520979593216 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚143874513726384 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 410984960 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚39566619061248 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚39566250970112 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚4341226 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 659979555840 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 HDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚144452833722368 _runtime‚ 925.279610183 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚4341226 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚144454205316608 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 trainer/global_step‚499 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚9005459 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 % _timestamp‚1.7848438672752595e+09 _step‚49 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚4341220 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚8995419 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 522325014016 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚4654199 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚1540571 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚40226598617088 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚143874539154352 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚2876868 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚1336607 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚4664233 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 522325014016 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 520979593216 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚143931880302592 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚40226187632128 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 520097609792 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚4341220 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚4664233 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚143931854129152 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚310 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 520979593216 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚143874513726384 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 410984960 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚39566619061248 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚39566250970112 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚4341226 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 659979555840 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 HDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚144452833722368 _runtime‚ 925.279610183 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚4341226 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚144454205316608 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 trainer/global_step‚499 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚9005459 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 % _timestamp‚1.7848438672752595e+09 _step‚49 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚4341220 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚8995419 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 522325014016 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚4654199 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚1540571 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 137159424017~úK0µ+ _wandbruntime‚926  _runtime‚926öËt·­¶ÚM ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚144734137122304 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚4349593 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚144153340928128 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 BDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 trainer/global_step‚499 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚2882266 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚144734137122304 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚144675803950790 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚144210763419648 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 B6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚9012868 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚4673329 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚1339252 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚4349587 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚144210763419648 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚42886656 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚2882576 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚403060419'u[#323072 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚9012868 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚144674433911592 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 % _timestamp‚1.7848438687118766e+09 _step‚50 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 522002101248 FDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚9022922 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 523347529216 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 522002101248 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚4673329 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 PDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚4673329 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚1339252 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚4349587 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚144210763419648 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚42886656 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚2882576 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚40306041923072 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚9012868 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚144674433911592 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 % _timestamp‚1.7848438687118766e+09 _step‚50 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 522002101248 FDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚9022922 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 523347529216 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 522002101248 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚4673329 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 PDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 trainer/global_step‚499 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚2882266 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚144734137122304 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚144675803950790 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚1442107634196482- <¡0¸+ _wandbruntime‚926  _runtime‚926våCä¹ú 1loss/SRqqt2/detection_loss‚2.6502165084611984 %loss/total_loss‚23.52373028128906 epoch‚12 1loss/SRqqt2/assignment_loss‚1.743804743845169 0loss/FBt2/assignment_loss‚0.1412977349405028 .loss/FRt1/detection_loss‚1.343348098465139 /loss/FBt1/detection_loss‚2.8821578386584563 .loss/FBt2/detection_loss‚4.247502010542963 trainer/global_step‚499 _step‚51 1loss/SRqqt1/detection_loss‚0.7753682896802837 /loss/FRt1/assignment_loss‚3.446495620497706 % _timestamp‚1.7848438687673872e+09 _runtime‚ 926.769640504 0loss/FRt2/assignment_loss‚4.0808061107470985 2loss/SRqqt1/assignment_loss‚1.3877933007659333 0loss/FBt1/assignment_loss‚0.4332567640322898 0loss/FRt2/detection_loss‚0.39168326065231857kKBàºþ /loss/FRt1/assignment_loss‚3.446495620497706 % _timestamp‚1.7848438687673872e+09 _runtime‚ 926.769640504 0loss/FRt2/assignment_loss‚4.0808061107470985 2loss/SRqqt1/assignment_loss‚1.3877933007659333 0loss/FBt1/assignment_loss‚0.4332567640322898 0loss/FRt2/detection_loss‚0.39168326065231857 1loss/SRqqt2/detection_loss‚2.6502165084611984 %loss/total_loss‚23.52373028128906 epoch‚12 1loss/SRqqt2/assignment_loss‚1.743804743845169 0loss/FBt2/assignment_loss‚0.1412977349405028 .loss/FRt1/detection_loss‚1.343348098465139 /loss/FBt1/detection_loss‚2.8821578386584563 .loss/FBt2/detection_loss‚4.247502010542963 trainer/global_step‚499 _step‚51 1loss/SRqqt1/detection_loss‚0.77536828968028373]C¯’»‚(:‡ àœŠÓˆâ¹ gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚301.921' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚60.3842 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0U༂(:Õ àœŠÓ¬ð‹ network.sent‚ 1.263822e+06 disk.dm-0.in‚197231.40234375 disk.sda1.in‚0 disk.rbd4.in‚0 disk.rbd1.out‚0# proc.memory.rssMB‚ 2522.15234375' disk.nvme0c0n1.out‚19397.6630859375 disk.sda2.in‚0) proc.memory.availableMB‚ 4123.49609375 network.recv‚143858) disk./.usagePercent‚75.83396547223371 disk.sda1.out‚0 disk.rbd3.out‚0 disk.sda.out‚ 15.046875 disk.sda2.out‚0# disk.nvme0n1.in‚197231.40234375$ memory_percent‚83.22145144144693 proc.cpu.threads‚17 disk.rbd4.out‚0* proc.memory.percent‚10.262664159138996% disk.nvme0c0n1.in‚197231.40234375" disk.dm-0.out‚19397.6630859375 disk.dm-1.out‚ 15.046875% disk.nvme0n1.out‚19397.6630859375 disk.sda.in‚10857.41796875 cpu‚24.570799218618053 disk.sda3.in‚10857.41796875 disk.sda3.out‚ 15.046875 disk.dm-1.in‚10857.41796875 disk.rbd1.in‚0% disk./.usageGB‚1129.9641494750977 disk.rbd3.in‚0¢MÚJœ½‚(:‘ Óä¼Q gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚310.561' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚62.112199999999994 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚06Zö⾂(:× ÓÕ†ã% disk.nvme0c0n1.in‚214956.37890625 disk.sda1.out‚0 disk.rbd4.in‚0 disk.sda3.in‚10857.41796875 disk.dm-1.out‚ 15.4765625 cpu‚24.5830438632021 network.recv‚146264 disk.sda.out‚ 15.4765625 disk.rbd1.in‚0' proc.memory.availableMB‚ 4123.703125# proc.memory.rssMB‚ 2522.15234375 disk.sda.in‚10857.41796875 disk.sda2.in‚0 disk.sda2.out‚0# disk.nvme0n1.in‚214956.37890625 disk.rbd4.out‚0 disk.sda3.out‚ 15.4765625 disk.rbd1.out‚0* proc.memory.percent‚10.262664159138996 network.sent‚ 1.322283e+06( disk.nvme0c0n1.out‚19457.52978515625# disk.dm-0.out‚19457.52978515625 disk.dm-1.in‚10857.41796875& disk.nvme0n1.out‚19457.52978515625$ memory_percent‚83.22060902913412 proc.cpu.threads‚17) disk./.usagePercent‚75.85946215225579% disk./.usageGB‚1130.3440628051758 disk.dm-0.in‚214956.37890625 disk.sda1.in‚0 disk.rbd3.in‚0 disk.rbd3.out‚0&Òg³’¿‚(:‡ ýœŠÓ‚²áÜ gpu.0.gpu‚15.0 gpu.0.memory‚5+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚47.0 gpu.0.powerWatts‚126.664' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚25.3328 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0R]oQÖÀ‚(:Ë þœŠÓÏéú disk.sda2.out‚0 disk.sda3.out‚ 16.62109375 disk.nvme0n1.in‚ 234241.96875& disk.nvme0c0n1.out‚19898.662109375! disk.dm-0.out‚19898.662109375 disk.sda1.in‚0# proc.memory.rssMB‚ 2522.15234375 disk.rbd3.out‚0* proc.memory.percent‚10.262664159138996 disk.dm-1.out‚ 16.62109375 disk.rbd3.in‚0 disk.sda2.in‚0 disk.sda1.out‚0 disk.rbd4.out‚0% disk./.usageGB‚1130.1284523010254 disk.dm-1.in‚ 12004.4140625 network.sent‚ 1.324546e+06 disk.sda.in‚ 12004.4140625 disk.dm-0.in‚ 234241.96875 disk.rbd4.in‚0 network.recv‚147131) disk./.usagePercent‚75.84499213607448 disk.rbd1.out‚0$ disk.nvme0n1.out‚19898.662109375" disk.nvme0c0n1.in‚ 234241.96875 cpu‚24.59455422278965 proc.cpu.threads‚17$ memory_percent‚83.22161038716635) proc.memory.availableMB‚ 4123.45703125 disk.sda3.in‚ 12004.4140625 disk.rbd1.in‚0 disk.sda.out‚ 16.62109375/í0Á+ _wandbruntime‚962  _runtime‚962=&¸Ò/ÂÇn ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.021739130839705467 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.03125 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.26617950201034546 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.11240465939044952 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0016181230312213302 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 7validation_average_jet_accuracy‚0.12296579033136368 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8402777910232544 particle/accuracy_2_of_2‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_2‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.11333440244197845 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 ,jet/accuracy_2_of_2‚0.053240738809108734 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.02227778732776642 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.24761904776096344 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5892473459243774 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9605263471603394 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.17770563066005707 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.016949070617556572 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.46554625034332275 ;"Purity/*FRt1SRqqt*FBt/event_purity‚0.060218751430511475 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 ."Purity/1FRt0SRqqt1FBt/event_purity‚0.03125 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 _step‚52 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9824022054672241 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.09332039207220078 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 particle/accuracy_1_of_3‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.175358846783638 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.17548266053199768 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.12479080259799957 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.0833333358168602 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 jet/accuracy_3_of_4‚0 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.1755952388048172 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 $ _timestamp‚1.784843904508008e+09 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.13397130370140076 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.012195121496915817 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9772618412971497 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.021234266459941864 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.26357895135879517 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 'particle/f_score‚0.5094727873802185 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.1666666716337204 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1711309552192688 /particle/accuracy_4_of_4‚0.9642857313156128 trainer/global_step‚519 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5951902270317078 particle/accuracy_3_of_3‚1 +particle/specificity‚0.8781604766845703 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7773892879486084 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 *jet/accuracy_2_of_4‚0.2609890103340149 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.08055603504180908 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8205679655075073 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.11172279715538025 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.02227778732776642 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1421370953321457 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8968254327774048 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.09410329163074493 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.022057052701711655 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.10544627904891968 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.0833333358168602 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.12630893290042877 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.05678105354309082 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.1510869562625885 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.09985634684562683 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08479678630828857 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.010638297535479069 ,jet/accuracy_3_of_3‚0.006493506487458944 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.16267943382263184 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.19090908765792847 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.2428693175315857 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.1535416692495346 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09772727638483047 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.39625000953674316 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_4‚0.5192307829856873 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 epoch‚12 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.48991936445236206 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.1666666716337204 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.03456354886293411 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.02500000037252903 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9305555820465088 particle/accuracy_2_of_4‚1 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.09163147211074829 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.11085999011993408 particle/accuracy_3_of_4‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.17251083254814148 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.07701613008975983 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9484126567840576 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.1041666716337204 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.04334220290184021 +jet/accuracy_1_of_2‚0.37694281339645386 *jet/accuracy_1_of_3‚0.5484281778335571 ,particle/sensitivity‚0.49554604291915894 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.021245688199996948 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.11336299777030945 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9726572036743164 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.08501064777374268 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.12439819425344467 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.010638297535479069 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 7 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.0806407481431961 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9482758641242981 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 )loss/val_total_loss‚20.93026541801216 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9805806875228882 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.4037266969680786 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 * Purity/*FRt*SRqqt2FBt/FRt_purity‚0.125 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.19090908765792847 particle/accuracy_1_of_1‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.17399320006370544 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6238095760345459 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0451388880610466 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.09401709586381912 _runtime‚ 962.512428193 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.005263158120214939 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.005319148767739534 8"Purity/0FRt*SRqqt*FBt/event_purity‚0.230327770113945 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.10084541141986847 particle/accuracy_1_of_4‚1 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09772727638483047 * Purity/*FRt0SRqqt2FBt/FRt_purity‚0.125 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.24724514782428741 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15213815867900848 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9760264158248901 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0016556291375309229 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2375776469707489 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 (particle/accuracy‚0.7965902090072632 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8&Purity/0FRt0SRqqt0FBt/event_pro¿Ï3ß{portion‚ 0.04541015625 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.011904762126505375 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 particle/accuracy_2_of_3‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.07647913694381714 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9571428298950195 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.09643512219190598 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6764705777168274 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 *jet/accuracy_2_of_3‚0.1973540484905243 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.11468445509672165 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1755952388048172 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 +jet/accuracy_1_of_1‚0.08513534069061279 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.09985634684562683 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.016703682020306587 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9427419304847717 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.022665658965706825 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.023187579587101936 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1>˜¹Q7ÃËn :"Purity/0FRt1SRqqt0FBt/event_purity‚0.09985634684562683 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08479678630828857 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.010638297535479069 ,jet/accuracy_3_of_3‚0.006493506487458944 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.16267943382263184 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.0729166716337204 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.19090908765792847 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.2428693175315857 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.1535416692495346 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09772727638483047 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.39625000953674316 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_4‚0.5192307829856873 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 epoch‚12 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.48991936445236206 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.1666666716337204 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FRt_purity‚0 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.03456354886293411 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.02500000037252903 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9305555820465088 particle/accuracy_2_of_4‚1 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.09163147211074829 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.11085999011993408 particle/accuracy_3_of_4‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.17251083254814148 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.07701613008975983 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9484126567840576 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.1041666716337204 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.04334220290184021 +jet/accuracy_1_of_2‚0.37694281339645386 *jet/accuracy_1_of_3‚0.5484281778335571 ,particle/sensitivity‚0.49554604291915894 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.021245688199996948 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.11336299777030945 - Purity/*FRt1SRqqt1FBt/FBt_purity‚0.984375 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9726572036743164 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.08501064777374268 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.12439819425344467 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.010638297535479069 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 7 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.0806407481431961 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9482758641242981 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 )loss/val_total_loss‚20.93026541801216 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9805806875228882 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.4037266969680786 & Purity/2FRt*SRqqt2FBt/FRt_purity‚0 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 * Purity/*FRt*SRqqt2FBt/FRt_purity‚0.125 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.19090908765792847 particle/accuracy_1_of_1‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.17399320006370544 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6238095760345459 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0451388880610466 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.09401709586381912 _runtime‚ 962.512428193 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.005263158120214939 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.005319148767739534 8"Purity/0FRt*SRqqt*FBt/event_purity‚0.230327770113945 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.10084541141986847 particle/accuracy_1_of_4‚1 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09772727638483047 * Purity/*FRt0SRqqt2FBt/FRt_purity‚0.125 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.24724514782428741 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15213815867900848 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9760264158248901 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0016556291375309229 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2375776469707489 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 (particle/accuracy‚0.7965902090072632 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.011904762126505375 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 particle/accuracy_2_of_3‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.07647913694381714 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9571428298950195 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.09643512219190598 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6764705777168274 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 *jet/accuracy_2_of_3‚0.1973540484905243 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.11468445509672165 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1755952388048172 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 +jet/accuracy_1_of_1‚0.08513534069061279 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.09985634684562683 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.016703682020306587 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9427419304847717 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.022665658965706825 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.023187579587101936 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.021739130839705467 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.03125 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.26617950201034546 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.11240465939044952 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0016181230312213302 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 7validation_average_jet_accuracy‚0.12296579033136368 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8402777910232544 particle/accuracy_2_of_2‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_2‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.11333440244197845 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 ,jet/accuracy_2_of_2‚0.053240738809108734 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.11324786394834518 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 5 Purity/0FRt1SRqqt1FBt/FBt_purity‚0.97826087474823 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.02227778732776642 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.24761904776096344 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.5892473459243774 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9605263471603394 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.17770563066005707 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.016949070617556572 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.46554625034332275 ;"Purity/*FRt1SRqqt*FBt/event_purity‚0.060218751430511475 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 ."Purity/1FRt0SRqqt1FBt/event_purity‚0.03125 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 _step‚52 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9824022054672241 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.09332039207220078 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 particle/accuracy_1_of_3‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.175358846783638 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.17548266053199768 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.12479080259799957 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.0833333358168602 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 jet/accuracy_3_of_4‚0 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.1755952388048172 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 $ _timestamp‚1.784843904508008e+09 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.13397130370140076 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.012195121496915817 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9772618412971497 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.021234266459941864 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.26357895135879517 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 'particle/f_score‚0.5094727873802185 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.1666666716337204 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.1711309552192688 /particle/accuracy_4_of_4‚0.9642857313156128 trainer/global_step‚519 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.5951902270317078 particle/accuracy_3_of_3‚1 +particle/specificity‚0.8781604766845703 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7773892879486084 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 *jet/accuracy_2_of_4‚0.2609890103340149 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.08055603504180908 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8205679655075073 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.11172279715538025 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.02227778732776642 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1421370953321457 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8968254327774048 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.09410329163074493 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.022057052701711655 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.10544627904891968 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.0833333358168602 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.12630893290042877 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.05678105354309082 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.15108695626258854FiÄk‘Ä‚(:† ŠÓÏÏÇ gpu.0.gpu‚11.0 gpu.0.memory‚3+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚349.628' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚69.9256 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0«ê]óÞÅ‚(:Ó ŠÓÇøÍ( disk.nvme0c0n1.out‚21838.14208984375# disk.dm-0.out‚21838.14208984375 disk.rbd3.in‚0 disk.sda.in‚12067.59765625 disk.sda.out‚ 17.8515625 disk.sda1.in‚0( proc.memory.availableMB‚ 4144.3359375 disk.rbd3.out‚0 disk.sda2.out‚0 disk.rbd4.in‚0 disk.dm-1.out‚ 17.8515625 proc.cpu.threads‚17 disk.rbd1.out‚0! disk.nvme0n1.in‚ 245563.046875 disk.sda2.in‚0$ memory_percent‚83.13665390014648 cpu‚24.599108377501434 disk.sda3.in‚12067.59765625 network.sent‚ 1.32674e+06 network.recv‚148328& disk.nvme0n1.out‚21838.14208984375 disk.dm-0.in‚ 245562.921875 disk.sda1.out‚0) disk./.usagePercent‚75.84499213607448 disk.dm-1.in‚12067.59765625# disk.nvme0c0n1.in‚ 245563.046875 disk.rbd4.out‚0# proc.memory.rssMB‚ 2502.37109375% disk./.usageGB‚1130.1284523010254 disk.sda3.out‚ 17.8515625* proc.memory.percent‚10.182174046834309 disk.rbd1.in‚0/úUœÆ‚(:‘ œŠÓ§Šx gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚269.199' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚53.839800000000004 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¹]ßÇ‚(:Ô œŠÓ†§÷ disk.sda3.in‚12067.59765625& disk.nvme0n1.out‚21838.40087890625 disk.sda2.in‚0 disk.rbd4.out‚0 disk.rbd1.out‚0 disk.sda.in‚12067.59765625$ memory_percent‚87.09053993225098) proc.memory.availableMB‚ 3172.62890625 cpu‚24.61048809836504 network.sent‚ 1.378207e+06) disk./.usagePercent‚75.84497984753081 disk.nvme0n1.in‚ 256599.28125( disk.nvme0c0n1.out‚21838.40087890625 proc.cpu.threads‚17 disk.rbd4.in‚0 disk.sda3.out‚ 17.96484375 disk.dm-1.out‚ 17.96484375 disk.rbd1.in‚0 disk.sda.out‚ 17.96484375# proc.memory.rssMB‚ 2502.37109375 disk.dm-1.in‚12067.59765625 disk.rbd3.in‚0" disk.nvme0c0n1.in‚ 256599.28125 network.recv‚150387% disk./.usageGB‚1130.1282691955566 disk.sda1.in‚0 disk.rbd3.out‚0 disk.dm-0.in‚ 256599.28125* proc.memory.percent‚10.182174046834309 disk.sda1.out‚0# disk.dm-0.out‚21838.40087890625 disk.sda2.out‚0ï>ٜȂ(:‘ «ŠÓ©žR gpu.0.gpu‚99.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚46.0 gpu.0.powerWatts‚127.736' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚25.547200000000004 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÏÑ~ßÉ‚(:Ô «ŠÓꟑ) disk./.usagePercent‚75.81008729581733% disk./.usageGB‚1129.6083526611328 disk.sda2.in‚0 disk.dm-1.in‚12067.59765625 disk.rbd1.in‚0( disk.nvme0c0n1.out‚21840.08544921875$ memory_percent‚87.09053993225098 network.recv‚151459 disk.nvme0n1.in‚ 268998.96875 disk.sda.out‚ 18.71484375 disk.dm-0.in‚ 268998.96875 disk.dm-1.out‚ 18.71484375 network.sent‚ 1.380427e+06 disk.rbd4.out‚0 disk.rbd3.out‚0& disk.nvme0n1.out‚21840.08544921875 disk.rbd4.in‚0# disk.dm-0.out‚21840.08544921875 cpu‚24.62051009533043 proc.cpu.threads‚17 disk.sda2.out‚0 disk.sda1.out‚0) proc.memory.availableMB‚ 3172.62890625* proc.memory.percent‚10.182174046834309 disk.sda.in‚12067.59765625 disk.sda1.in‚0 disk.sda3.out‚ 18.71484375 disk.rbd1.out‚0 disk.sda3.in‚12067.59765625 disk.rbd3.in‚0" disk.nvme0c0n1.in‚ 268998.96875# proc.memory.rssMB‚ 2502.37109375š"V5Ê‚(:… ºŠÓ°²“ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚310.32' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚62.064 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ŸRQÔâË‚(:× ºŠÓú¿ú network.recv‚152673% disk./.usageGB‚1129.6083526611328 disk.sda3.out‚ 18.90234375 disk.rbd3.in‚0 disk.rbd4.out‚0) proc.memory.availableMB‚ 3172.62890625 proc.cpu.threads‚17 disk.dm-1.out‚ 18.90234375# disk.dm-0.out‚21840.22998046875! disk.nvme0n1.in‚ 278793.421875 disk.dm-0.in‚278793.19140625# proc.memory.rssMB‚ 2502.37109375 disk.rbd3.out‚0( disk.nvme0c0n1.out‚21840.22998046875 disk.sda2.in‚0 disk.rbd1.out‚0 disk.sda.out‚ 18.90234375 disk.sda2.out‚0 disk.sda1.in‚0) disk./.usagePercent‚75.81008729581733 disk.dm-1.in‚ 12720.3359375 disk.rbd1.in‚0$ memory_percent‚87.09053993225098 cpu‚24.631338778781707 disk.sda.in‚ 12720.3359375 disk.rbd4.in‚0* proc.memory.percent‚10.182174046834309 network.sent‚ 1.382792e+06 disk.sda3.in‚ 12720.3359375& disk.nvme0n1.out‚21840.22998046875# disk.nvme0c0n1.in‚ 278793.265625 disk.sda1.out‚0´GÄ2Ì- _wandbruntime‚1020  _runtime‚1020,sDÓÃͽ & lr-AdamW/pg1‚9.869571695830147e-05 & lr-AdamW/pg2‚9.869571695830147e-05 trainer/global_step‚549 $ _timestamp‚1.784843962937329e+09 _runtime‚ 1020.93981353 _step‚53èðáfÇÎÁ $ _timestamp‚1.784843962937329e+09 _runtime‚ 1020.93981353 _step‚53 & lr-AdamW/pg1‚9.869571695830147e-05 & lr-AdamW/pg2‚9.869571695830147e-05 trainer/global_step‚5495À0™Ž2Ï- _wandbruntime‚1020  _runtime‚10203EY×'ÐÑO LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚158243165116416 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚4772346 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 572972509184 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 D8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚9890673 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚1469564 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 573347373208 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚9900713 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚158753546809384 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚5118327 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚158816137625600 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 572972509184 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚43502843983872 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚158817509219840 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 410984960 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚158752176770298 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 BDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚4772352 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚1692151 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 574317929984 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚1469559 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚315 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚310 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚5128361 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚5118327 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚44228349613568 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚42893824 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 725505629696 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚5128361 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚158817509219840 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚158816137625600 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 HDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚1469564 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 573347373208 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 L@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚9900713 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚158753546809384 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚5118327 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚158816137625600 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 572972509184 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚43502843983872 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚158817509219840 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 410984960 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚158752176770298 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 BDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚4772352 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚1692151 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 574317929984 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚1469559 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚315 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚310 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚5128361 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚5118327 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚44228349613568 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚42893824 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 725505629696 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 3203962886ŸªL2Ò- _wandbruntime‚1022  _runtime‚1022˜sýúá&ÓÛM ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚1472199 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 573995017216 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚307 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 726740026368 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚159097441025536 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚5127409 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 trainer/global_step‚549 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚5137457 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚158522074406912 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚158459001209952 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚1472204 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 J>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚9918176 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚4780719 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚159097441025536 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚159033369384912 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚9908122 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚4780713 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚3167578 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚1695067 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 573023563730 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚4780713 PDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚5127409 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚1695374 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 FDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚4780719 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚3167266 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚158522074406912 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚158522100580352 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚158458975781984 EDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 575340445184 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚42886656 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 574368174960 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 _step‚55 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚158522100580352 BDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 573995017216 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 726782913024 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181ÐI[¨å&ÔßM MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚5137457 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚43581062258688 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚158459001209952 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚1472204 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 J>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚9918176 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚4780719 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚159097441025536 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚159033369384912 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 F:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚9908122 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚4780713 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚3167578 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚1695067 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 573023563730 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚4780713 PDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚5127409 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚1695374 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 FDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚4780719 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚3167266 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚158522074406912 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚158522100580352 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚158458975781984 EDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 575340445184 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚42886656 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 574368174960 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 _step‚55 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚158522100580352 BDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 573995017216 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 726782913024 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚1472199 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 573995017216 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚307 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 726740026368 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚159097441025536 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚5127409 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 trainer/global_step‚549 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚5137457 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚158522074406912 FDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚173109742204415 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚173179441526272 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚5203478 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚1602511 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚47088128 $ _timestamp‚1.784844055420008e+09 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚172485859718000 _runtime‚1113.423620451 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚5592484 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚5203472 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 _step‚59 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚172554502277120 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 trainer/global_step‚599 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 624965422592 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚173180813120512 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 IDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚10795962 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚48229502587904 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 623907914383 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚10785922 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚5203472 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚3442276 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚173109742204415 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚173179441526272 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚5203478 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚1602511 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚47088128 $ _timestamp‚1.784844055420008e+09 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚172485859718000 _runtime‚1113.423620451 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚5592484 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚5203472 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 _step‚59 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚172554502277120 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 trainer/global_step‚599 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 624965422592 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚173180813120512 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 IDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚10795962 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚48229502587904 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 623907914383 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚10785922 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚5203472 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚3442276 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 IDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 627333358592 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚172833411567616 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 trainer/global_step‚599 EDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚10813425 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚324 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 624928716023 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚10813425 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚5591532 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 B8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 _runtime‚1114.918867658 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚10803371 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚1605151 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚5601580 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚173460744926208 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 625987930624 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚172833385394176 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚1842075 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚172764636063808 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 FDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚1842394 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚3447550 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚5211845 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 627333358592 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 626273327253 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚3447226 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚5591532 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚49178112 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚173459373324800 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚10803371 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚319 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 792059225600 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚1óOÇ«E73390934819029 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 _step‚60 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968­ÍúÒé&ïãM I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚5211839 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚3447226 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚5591532 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚49178112 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚173459373324800 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚10803371 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚319 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 792059225600 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚173390934819029 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 _step‚60 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚173460744926208 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚48309346406912 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 627333358592 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚172833411567616 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 trainer/global_step‚599 EDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚10813425 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚324 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 624928716023 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚10813425 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚5591532 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 B8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 _runtime‚1114.918867658 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚10803371 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚1605151 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚5601580 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚173460744926208 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 625987930624 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚172833385394176 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚1842075 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚172764636063808 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 FDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚1842394 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚3447550 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚5211845 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 627333358592 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 626273327253 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 PQã{Žö‚(:… £žŠÓùíî gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚38.0 gpu.0.powerWatts‚101.426' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚20.2852 gpu.0.smClock‚1275 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0©¸A Ì÷‚(:Á £žŠÓžëð disk.sda.in‚13639.12109375( disk.nvme0c0n1.out‚22952.20849609375 disk.sda2.in‚0 disk.sda1.in‚0 disk.sda3.out‚20.4375 disk.dm-0.in‚ 342866.1875 disk.sda2.out‚0) disk./.usagePercent‚75.82306118180696 disk.rbd4.out‚0 disk.dm-1.out‚20.4375 disk.rbd3.in‚0 disk.sda1.out‚0 cpu‚24.694181705925022 proc.cpu.threads‚17 disk.rbd4.in‚0 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.sda.out‚20.4375 proc.memory.rssMB‚ 2559.34375 disk.sda3.in‚13639.12109375 disk.rbd3.out‚0 disk.nvme0n1.in‚ 342866.3125# disk.dm-0.out‚22952.20849609375) proc.memory.percent‚10.41399637858073 network.sent‚ 1.503644e+06 network.recv‚162544$ memory_percent‚87.32333183288574 disk.dm-1.in‚13639.12109375! disk.nvme0c0n1.in‚ 342866.3125$ disk./.usageGB‚1129.801670074463& disk.nvme0n1.out‚22952.20849609375) proc.memory.availableMB‚ 3115.41796875l’ø‚(:‡ ²žŠÓ’ƒ¬ gpu.0.gpu‚72.0 gpu.0.memory‚21+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚285.211' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚57.0422 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0/îhâÝù‚(:Ò ²žŠÓÕ­¥) disk./.usagePercent‚75.82305734163707 disk.sda3.in‚ 14345.9609375 disk.dm-1.in‚ 14345.9609375 disk.dm-1.out‚ 20.5234375 disk.rbd1.in‚0 disk.sda.in‚ 14345.9609375# disk.dm-0.out‚22952.37255859375) proc.memory.availableMB‚ 3115.48828125 disk.sda3.out‚ 20.5234375 disk.sda.out‚ 20.5234375$ memory_percent‚87.32304573059082 proc.cpu.threads‚17$ disk.nvme0c0n1.in‚351301.1484375 disk.sda1.in‚0" disk.nvme0n1.in‚351301.1484375& disk.nvme0n1.out‚22952.37255859375( disk.nvme0c0n1.out‚22952.37255859375 disk.sda2.in‚0 disk.rbd4.out‚0 disk.rbd3.out‚0 disk.rbd4.in‚0* proc.memory.percent‚10.414457321166992 disk.rbd3.in‚0# proc.memory.rssMB‚ 2559.45703125 network.recv‚164163$ disk./.usageGB‚1129.801612854004 disk.sda2.out‚0 disk.sda1.out‚0 cpu‚24.70280051155552 network.sent‚ 1.575636e+06 disk.rbd1.out‚0 disk.dm-0.in‚ 351301.7031255Y÷Ú‘ú‚(:† ÁžŠÓ€ó gpu.0.gpu‚78.0 gpu.0.memory‚24+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚46.0 gpu.0.powerWatts‚126.131' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚25.2262 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ª·…ŒÐû‚(:Å ÁžŠÓ œú disk.rbd3.out‚0 disk.sda1.in‚0 disk.dm-1.out‚20.875* proc.memory.percent‚10.414457321166992) disk./.usagePercent‚75.83121975075771& disk.nvme0n1.out‚23922.83447265625 disk.sda.out‚20.875# disk.nvme0c0n1.in‚ 358833.359375 disk.sda3.in‚ 14345.9609375 disk.rbd1.out‚0 cpu‚24.71088130679066 disk.rbd3.in‚0( disk.nvme0c0n1.out‚23922.83447265625 disk.dm-0.in‚ 358833.359375 disk.dm-1.in‚ 14345.9609375! disk.nvme0n1.in‚ 358833.359375# disk.dm-0.out‚23922.83447265625 network.recv‚166414$ memory_percent‚87.32409477233887) proc.memory.availableMB‚ 3115.23046875 disk.rbd4.out‚0 disk.rbd1.in‚0 network.sent‚ 1.578254e+06% disk./.usageGB‚1129.9232368469238 disk.sda.in‚ 14345.9609375 disk.sda2.in‚0 disk.sda2.out‚0 disk.sda1.out‚0 disk.rbd4.in‚0 disk.sda3.out‚20.875# proc.memory.rssMB‚ 2559.45703125 proc.cpu.threads‚17ò¶ˆE’ü‚(:‡ ОŠÓ¬Ò gpu.0.gpu‚89.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚350.207' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚70.0414 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0©eÔ[âý‚(:× ОŠÓë⨠disk.rbd1.in‚0 disk.dm-0.in‚365721.34765625 disk.sda2.out‚0 cpu‚24.71925578117315$ disk./.usageGB‚1129.922721862793 disk.sda.out‚ 21.02734375 disk.sda2.in‚0( disk.nvme0c0n1.out‚23988.75634765625 disk.sda1.in‚0* proc.memory.percent‚10.414457321166992 network.sent‚ 1.580449e+06) disk./.usagePercent‚75.83118518922865 disk.rbd3.out‚0# disk.nvme0n1.in‚365726.47265625% disk.nvme0c0n1.in‚365726.47265625 disk.dm-1.in‚ 14345.9609375' proc.memory.availableMB‚ 3115.171875 proc.cpu.threads‚17 disk.sda3.out‚ 21.02734375 disk.rbd1.out‚0 network.recv‚167501 disk.sda3.in‚ 14345.9609375 disk.dm-1.out‚ 21.02734375& disk.nvme0n1.out‚23988.75634765625 disk.sda.in‚ 14345.9609375 disk.sda1.out‚0 disk.rbd3.in‚0# disk.dm-0.out‚23988.75634765625 disk.rbd4.in‚0 disk.rbd4.out‚0$ memory_percent‚87.32433319091797# proc.memory.rssMB‚ 2559.45703125òZIF‘þ‚(:† ßžŠÓÆŒ gpu.0.gpu‚87.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚290.563' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚58.1126 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÁLj”Üÿ‚(:Ñ ßžŠÓõýÓ disk.sda.out‚ 21.203125 proc.cpu.threads‚17 disk.sda1.in‚0 disk.rbd3.in‚0* proc.memory.percent‚10.414457321166992$ disk./.usageGB‚1129.922721862793 disk.dm-0.in‚372848.5859375 disk.sda2.out‚0 disk.dm-1.in‚ 14345.9609375& disk.nvme0n1.out‚23989.44970703125$ memory_percent‚87.32453982035318# proc.memory.rssMB‚ 2559.45703125 disk.sda.in‚ 14345.9609375$ disk.nvme0c0n1.in‚372848.5859375 disk.rbd4.in‚0" disk.nvme0n1.in‚372848.5859375 network.recv‚168897# disk.dm-0.out‚23989.44970703125 disk.rbd4.out‚0 disk.sda3.in‚ 14345.9609375 disk.sda3.out‚ 21.203125 disk.rbd1.in‚0) disk./.usagePercent‚75.83118518922865( disk.nvme0c0n1.out‚23989.44970703125 disk.sda1.out‚0 network.sent‚ 1.582805e+06 disk.sda2.in‚0 disk.dm-1.out‚ 21.203125 disk.rbd1.out‚0 cpu‚24.726706251786172 disk.rbd3.out‚0) proc.memory.availableMB‚ 3115.12109375ç ;?2€- _wandbruntime‚1198  _runtime‚1198˜~s¦6 m :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.30128204822540283 particle/accuracy_1_of_2‚1 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.025598086416721344 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.05250139161944389 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.019623788073658943 7validation_average_jet_accuracy‚0.18491925299167633 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.018704324960708618 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7333333492279053 +jet/accuracy_3_of_3‚0.02051219716668129 (particle/accuracy‚0.8094075918197632 + Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0625 particle/accuracy_2_of_3‚1 +particle/sensitivity‚0.5964909791946411 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1296072155237198 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.018828723579645157 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_1‚1 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.24975374341011047 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0016556291375309229 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.18366239964962006 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7773892879486084 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.2083333432674408 8"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.384402334690094 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 particle/accuracy_1_of_4‚1 + Purity/*FRt*SRqqt2FBt/FRt_purity‚0.3125 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.3447204828262329 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 particle/accuracy_2_of_2‚1 ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.021739130839705467 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.15403226017951965 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.2083333432674408 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.32872116565704346 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 ."Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.28125 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.18636363744735718 jet/accuracy_4_of_4‚0 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6075869202613831 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.15000000596046448 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 :"Purity/0FRt*SRqqt*FBt/event_purity‚0.40277791023254395 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.016185127198696136 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 + Purity/*FRt0SRqqt2FBt/FRt_purity‚0.3125 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8386402726173401 +jet/accuracy_2_of_4‚0.22252747416496277 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.051061540842056274 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015846630558371544 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.12272727489471436 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.02590622380375862 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.37522265315055847 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.38819876313209534 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.2083333432674408 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0016181230312213302 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 *jet/accuracy_1_of_3‚0.6406117081642151 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6397849321365356 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.35025331377983093 particle/accuracy_3_of_3‚1 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 particle/accuracy_3_of_4‚1 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7352941036224365 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.054906293749809265 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.23564593493938446 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.010638297535479069 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.12272727489471436 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.09317339211702347 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6726190447807312 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 % _timestamp‚1.7848441407873514e+09 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3787499964237213 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.31301626563072205 7"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.35684734582901 jet/accuracy_3_of_4‚0 _runtime‚1198.792178625 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.023954587057232857 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 trainer/global_step‚639 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.12455961108207703 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4638655483722687 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.24782609939575195 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.21060606837272644 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 _step‚63 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.32368114590644836 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.14354068040847778 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.05665379762649536 'particle/f_score‚0.5715943574905396 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.18376827239990234 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.3010028004646301 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.3260529339313507 7 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.1809210479259491 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.27012985944747925 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.02475334145128727 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.23917749524116516 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.06040839105844498 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.13176825642585754 particle/accuracy_1_of_3‚1 particle/accuracy_4_of_4‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 *loss/val_total_loss‚21.177884192405834 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.32468846440315247 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.47580644488334656 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.01476054172962904 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.2723214328289032 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.05662393197417259 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ."Purity/1FRt0SRqqt1FBt/event_purity‚0.03125 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 epoch‚15 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.12215214967727661 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.2508373260498047 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.3485751152038574 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 +jet/accuracy_1_of_1‚0.14828044176101685 *jet/accuracy_1_of_2‚0.4895833134651184 +"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.25 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.23908111453056335 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.04009544849395752 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 *jet/accuracy_2_of_2‚0.0612599179148674 +jet/accuracy_2_of_3‚0.26902538537979126 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.08488699793815613 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 particle/accuracy_2_of_4‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.3448139429092407 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.3109818994998932 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.3260529339313507 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 + Purity/1FRt0SRqqt1FBt/FRt_purity‚0.1875 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0381944440305233 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.18636363744735718 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.2916666865348816 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 *jet/accuracy_1_of_4‚0.5906593799591064 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.19052419066429138 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.2916666865348816 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 *particle/specificity‚0.867100715637207 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.12288393080234528 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.20169082283973694 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.3281288146972656 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.05898268520832062 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.20952382683753967 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.18250000476837158 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.021621817722916603 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.019623788073658943 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0y£ '‚¤m & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.08488699793815613 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 particle/accuracy_2_of_4‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.3448139429092407 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.3109818994998932 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.3260529339313507 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 + Purity/1FRt0SRqqt1FBt/FRt_purity‚0.1875 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0381944440305233 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.18636363744735718 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.2916666865348816 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 *jet/accuracy_1_of_4‚0.5906593799591064 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.19052419066429138 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.2916666865348816 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 *particle/specificity‚0.867100715637207 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.12288393080234528 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.20169082283973694 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.3281288146972656 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.05898268520832062 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.20952382683753967 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.18250000476837158 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.021621817722916603 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.019623788073658943 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.30128204822540283 particle/accuracy_1_of_2‚1 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.025598086416721344 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.05250139161944389 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.019623788073658943 7validation_average_jet_accuracy‚0.18491925299167633 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.018704324960708618 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7333333492279053 +jet/accuracy_3_of_3‚0.02051219716668129 (particle/accuracy‚0.8094075918197632 + Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0625 particle/accuracy_2_of_3‚1 +particle/sensitivity‚0.5964909791946411 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1296072155237198 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.018828723579645157 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_1‚1 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Pu €vƒ%rity/*FRt2SRqqt0FBt/SRqqt_purity‚0.24975374341011047 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0016556291375309229 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.18366239964962006 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.7773892879486084 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.2083333432674408 8"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.384402334690094 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 particle/accuracy_1_of_4‚1 + Purity/*FRt*SRqqt2FBt/FRt_purity‚0.3125 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.3447204828262329 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 particle/accuracy_2_of_2‚1 ;"Purity/1FRt*SRqqt1FBt/event_purity‚0.021739130839705467 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.15403226017951965 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.2083333432674408 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.32872116565704346 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 ."Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.28125 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.18636363744735718 jet/accuracy_4_of_4‚0 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6075869202613831 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.15000000596046448 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 :"Purity/0FRt*SRqqt*FBt/event_purity‚0.40277791023254395 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.016185127198696136 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 + Purity/*FRt0SRqqt2FBt/FRt_purity‚0.3125 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8386402726173401 +jet/accuracy_2_of_4‚0.22252747416496277 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.051061540842056274 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015846630558371544 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.12272727489471436 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.02590622380375862 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.37522265315055847 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.38819876313209534 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.2083333432674408 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0016181230312213302 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 *jet/accuracy_1_of_3‚0.6406117081642151 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6397849321365356 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.35025331377983093 particle/accuracy_3_of_3‚1 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 particle/accuracy_3_of_4‚1 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7352941036224365 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.054906293749809265 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.23564593493938446 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.010638297535479069 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.12272727489471436 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.09317339211702347 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6726190447807312 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 % _timestamp‚1.7848441407873514e+09 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3787499964237213 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.31301626563072205 7"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.35684734582901 jet/accuracy_3_of_4‚0 _runtime‚1198.792178625 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.023954587057232857 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 trainer/global_step‚639 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.12455961108207703 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4638655483722687 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.24782609939575195 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.21060606837272644 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 _step‚63 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.32368114590644836 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.14354068040847778 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.05665379762649536 'particle/f_score‚0.5715943574905396 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.18376827239990234 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.3010028004646301 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.3260529339313507 7 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.1809210479259491 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.27012985944747925 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.02475334145128727 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.23917749524116516 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.06040839105844498 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.13176825642585754 particle/accuracy_1_of_3‚1 particle/accuracy_4_of_4‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 *loss/val_total_loss‚21.177884192405834 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.32468846440315247 *"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.47580644488334656 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.01476054172962904 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.2723214328289032 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.05662393197417259 *"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.5 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ."Purity/1FRt0SRqqt1FBt/event_purity‚0.03125 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 epoch‚15 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.12215214967727661 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.2508373260498047 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.3485751152038574 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 +jet/accuracy_1_of_1‚0.14828044176101685 *jet/accuracy_1_of_2‚0.4895833134651184 +"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.25 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.23908111453056335 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.04009544849395752 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 *jet/accuracy_2_of_2‚0.0612599179148674 +jet/accuracy_2_of_3‚0.26902538537979126 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/event_purity‚0?Úpðᛃ‚(: ÓÙ¸È gpu.0.gpu‚4.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚42.0 gpu.0.powerWatts‚123.552' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚24.710400000000003 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0oSØ„‚(:Í Ó׆‡ network.sent‚ 1.585017e+06 disk.rbd3.out‚0 disk.sda2.out‚0 cpu‚24.73950850294723 disk.sda3.in‚ 15021.2890625# disk.dm-0.out‚23989.59423828125 disk.sda1.out‚0 disk.rbd4.in‚0& disk.nvme0n1.out‚23989.59423828125) proc.memory.percent‚12.69977887471517 disk.sda.in‚ 15021.2890625( disk.nvme0c0n1.out‚23989.59423828125$ memory_percent‚89.61002031962076 network.recv‚169722% disk./.usageGB‚1129.9231986999512 disk.rbd4.out‚0 disk.rbd3.in‚0 disk.sda.out‚21.4375 proc.cpu.threads‚17) proc.memory.availableMB‚ 2553.44140625 disk.dm-1.out‚21.4375 disk.rbd1.out‚0# disk.nvme0n1.in‚379339.55078125 disk.sda2.in‚0 disk.sda1.in‚0# proc.memory.rssMB‚ 3121.09765625 disk.rbd1.in‚0% disk.nvme0c0n1.in‚379339.55078125 disk.dm-0.in‚379339.55078125) disk./.usagePercent‚75.83121719064445 disk.sda3.out‚21.4375 disk.dm-1.in‚ 15021.2890625ÿ—‰…‚(:’ ýžŠÓÚàÆ gpu.0.gpu‚98.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚310.561' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚62.112199999999994 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0U™à†‚(:Õ ýžŠÓÊ‹…# proc.memory.rssMB‚ 2560.77734375 cpu‚24.730389328450304 disk.rbd4.in‚0 disk.rbd3.out‚0 disk.sda2.out‚0 network.recv‚172058) disk./.usagePercent‚75.83121616659915 disk.rbd3.in‚0$ disk./.usageGB‚1129.923183441162 disk.rbd4.out‚0% disk.nvme0n1.out‚26141.4853515625 disk.sda.in‚ 15021.2890625 disk.dm-0.in‚385333.98828125" disk.dm-0.out‚26141.4853515625 network.sent‚ 1.63623e+06 disk.sda1.in‚0 disk.rbd1.in‚0 disk.rbd1.out‚0) proc.memory.availableMB‚ 3114.09765625* proc.memory.percent‚10.419829686482746 disk.sda1.out‚0 disk.dm-1.in‚ 15021.2890625% disk.nvme0c0n1.in‚385334.86328125 disk.sda3.out‚ 21.70703125 disk.sda3.in‚ 15021.2890625# disk.nvme0n1.in‚385334.86328125 disk.sda.out‚ 21.70703125' disk.nvme0c0n1.out‚26141.4853515625# memory_percent‚87.3287041982015 proc.cpu.threads‚17 disk.dm-1.out‚ 21.70703125 disk.sda2.in‚0 Ü"2‡- _wandbruntime‚1221  _runtime‚1221×Y|Ĉ¾ $ _timestamp‚1.784844163732499e+09 _runtime‚1221.735080671 _step‚64 & lr-AdamW/pg1‚9.137387353569774e-05 & lr-AdamW/pg2‚9.137387353569774e-05 trainer/global_step‚649ݨÔùȉ & lr-AdamW/pg1‚9.137387353569774e-05 & lr-AdamW/pg2‚9.137387353569774e-05 trainer/global_step‚649 $ _timestamp‚1.784844163732499e+09 _runtime‚1221.735080671 _step‚64@‰([\2Š- _wandbruntime‚1221  _runtime‚1221“4-—Ú'‹ÔO RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚5647374 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 676614336171 _runtime‚ 1221.73778419 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚6064788 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚187909395251712 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 677761698304 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚1996229 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 _step‚65 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚187833680501051 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚6054754 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚52240099317760 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚187231659726848 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚187910766845952 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚187910766845952 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚5647380 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚187909395251712 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚51381832363008 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚11712168 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚187231659726848 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚5647380 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚187835050540137 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚3732903 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 % _timestamp‚1.7848441637340248e+09 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚11702128 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚6064788 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚254 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 857864358400 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚52239696721408 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 677958947289 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚187231633553408 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚6054754 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚187157066164880 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 679107119104 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚187231633553408 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 679107119104 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚1996483 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 402596352 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚5647374 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚1736420 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚187909395251712 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 677761698304 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚1996229 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 _step‚65 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚187833680501051 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚6054754 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚52240099317760 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚187231659726848 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚187910766845952 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚187910766845952 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚5647380 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚187909395251712 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚51381832363008 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚11712168 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚187231659726848 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚5647380 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚187835050540137 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚3732903 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 % _timestamp‚1.7848441637340248e+09 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚11702128 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚6064788 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚254 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 857864358Hhõöh400 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚52239696721408 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 677958947289AÒþñb2- _wandbruntime‚1223  _runtime‚12231`\få&ŽßM FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚188190698651648 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚187510542843904 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚187435867938656 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚3738586 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚51460786820096 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 859229864960 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚5655747 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚6063836 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚187510569017344 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 _step‚66 EDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚3738327 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚187510569017344 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚254 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚34498048 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚6063836 PDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 402589184 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚5655747 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 680129634304 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚11729631 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚188114873115665 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚188113503076467 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚11719577 BDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚188190698651648 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚187510542843904 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚187435867938656 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚3738586 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚51460786820096 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 `ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 859229864960 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚5655747 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚6063836 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚187510569017344 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 _step‚66 EDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚3738327 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚187510569017344 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚254 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚34498048 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚6063836 PDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 402589184 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚5655747 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 680129634304 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚11729631 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚188114873115665 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚188113503076467 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚11719577 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 728519488469 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚6078500 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚2151292 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 923797680640 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 _runtime‚1320.027677831 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚297 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚55318057285632 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚12597382 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚201462751874672 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 923756883968 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚2150995 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚202274070749184 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚1869372 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚201462726446704 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚202272699154944 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 408887808 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚56241814169600 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 728519488469 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚6078500 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚2151292 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 923797680640 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 _runtime‚1320.027677831 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚297 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚55318057285632 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚12597382 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚201462751874672 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 ^MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 923756883968 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚2150995 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚202274070749184 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚1869372 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚201462726446704 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚202272699154944 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 408887808 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚56241814169600 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 IDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚12624885 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚202471068510589 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚6086867 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚202554002554880 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚201821853831168 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚202472438549787 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚55397011742720 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 P8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 _step‚71 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚4025985 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚202552630953472 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚6086873 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚201821853831168 FDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 732122550272 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 730777122304 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚6086873 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚1872012 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚12624885 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚201821880004608 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚2154270 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚2153978 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 408880640 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 732122550272 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚6527964 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚56322086590976 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 729540290109 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚6538012 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚297 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚56321677710336 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 925034058752 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚201821880004608 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 730884901339 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚202554002554880 FDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 _runtime‚1321.507564249 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚12614831 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚201741553648448 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 730777122304 % _timestamp‚1.7848442635041971e+09fß¡M¬¬ãM TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚6086867 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚40789504 E8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 _step‚71 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚4025985 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚202552630953472 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚6086873 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚201821853831168 FDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 732122550272 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 730777122304 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚6086873 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚1872012 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚12624885 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚201821880004608 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚2154270 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚2153978 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 408880640 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 732122550272 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚6527964 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚56322086590976 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 729540290109 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚6538012 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚297 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚56321677710336 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 \KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 925034058752 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚201821880004608 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 730884901339 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚202554002554880 FDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 _runtime‚1321.507564249 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚12614831 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚201741553648448 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 TCDeviceStatsMonitor.on_train_batch_eþNƒŸ= nd/active_bytes.small_pool.freed‚ 730777122304 % _timestamp‚1.7848442635041971e+09 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚6527964 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚4026282 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚12624885 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚202471068510589 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚6086867 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚202554002554880 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚201821853831168 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚202472438549787 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚55397011742720 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 PYÕº2­- _wandbruntime‚1321  _runtime‚1321!˜.®û % _timestamp‚1.7848442635173051e+09 2loss/SRqqt1/assignment_loss‚1.1223978637875516 /loss/FBt1/assignment_loss‚0.498694546292037 /loss/FRt1/detection_loss‚1.2877365047179044 /loss/FRt2/detection_loss‚0.5489066654990893 .loss/FBt1/detection_loss‚2.658235317362206 /loss/FBt2/detection_loss‚2.1856068495378898 2loss/SRqqt2/assignment_loss‚1.6810478196878518 0loss/SRqqt2/detection_loss‚3.889573801534657 epoch‚17 trainer/global_step‚699 /loss/FRt2/assignment_loss‚4.287357091584091 1loss/FBt2/assignment_loss‚0.09442480232698332 _runtime‚ 1321.52005493 _step‚72 0loss/FRt1/assignment_loss‚2.8420625629090543 1loss/SRqqt1/detection_loss‚0.7890314223768655 &loss/total_loss‚21.8850752476161828™†¯ÿ /loss/FRt2/assignment_loss‚4.287357091584091 1loss/FBt2/assignment_loss‚0.09442480232698332 _runtime‚ 1321.52005493 _step‚72 0loss/FRt1/assignment_loss‚2.8420625629090543 1loss/SRqqt1/detection_loss‚0.7890314223768655 &loss/total_loss‚21.885075247616182 % _timestamp‚1.7848442635173051e+09 2loss/SRqqt1/assignment_loss‚1.1223978637875516 /loss/FBt1/assignment_loss‚0.498694546292037 /loss/FRt1/detection_loss‚1.2877365047179044 /loss/FRt2/detection_loss‚0.5489066654990893 .loss/FBt1/detection_loss‚2.658235317362206 /loss/FBt2/detection_loss‚2.1856068495378898 2loss/SRqqt2/assignment_loss‚1.6810478196878518 0loss/SRqqt2/detection_loss‚3.889573801534657 epoch‚17 trainer/global_step‚699H©‡s:›°‚(: õŸŠÓöî` gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚309.492' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚61.89840000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0h ]‘᱂(:Ö õŸŠÓךù disk.dm-0.in‚432439.44921875( proc.memory.availableMB‚ 197.19140625 disk.rbd4.in‚0% disk.nvme0n1.out‚28281.9521484375" proc.memory.rssMB‚ 2560.7890625* proc.memory.percent‚10.419877370198567 disk.sda1.in‚0% disk.nvme0c0n1.in‚432439.44921875# memory_percent‚99.1976261138916 disk.sda3.in‚16285.50390625' disk.nvme0c0n1.out‚28281.9521484375 disk.sda2.out‚0 disk.sda1.out‚0 disk.sda3.out‚ 23.26953125 disk.dm-1.out‚ 23.26953125 disk.rbd3.in‚0 network.recv‚183820% disk./.usageGB‚1130.1733665466309 disk.rbd1.in‚0 disk.rbd3.out‚0# disk.nvme0n1.in‚432439.44921875 disk.sda.out‚ 23.26953125 proc.cpu.threads‚17 network.sent‚ 1.805056e+06 disk.rbd4.out‚0 disk.rbd1.out‚0" disk.dm-0.out‚28281.9521484375 disk.dm-1.in‚16285.50390625 disk.sda.in‚16285.50390625 disk.sda2.in‚0 cpu‚24.77806058118553( disk./.usagePercent‚75.8480064134319ç>nš²‚(: „ ŠÓ¯Š gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚44.0 gpu.0.powerWatts‚125.01' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚25.002000000000002 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0v3_C׳‚(:Ì „ ŠÓ¬Í# disk./.usageGB‚1130.17329788208 disk.sda1.out‚0' disk.nvme0c0n1.out‚28282.6201171875$ memory_percent‚99.19295310974121 network.recv‚185457 disk.rbd4.in‚0 disk.sda3.in‚16285.50390625 disk.dm-1.out‚23.53125* proc.memory.percent‚10.419877370198567$ disk.nvme0c0n1.in‚438492.9609375" disk.dm-0.out‚28282.6201171875( proc.memory.availableMB‚ 198.33984375 disk.sda2.out‚0 disk.sda1.in‚0 disk.sda3.out‚23.53125% disk.nvme0n1.out‚28282.6201171875 disk.sda.in‚16285.50390625) disk./.usagePercent‚75.84800180522802 disk.rbd3.out‚0 proc.cpu.threads‚17 network.sent‚ 1.852994e+06 disk.rbd1.in‚0# disk.nvme0n1.in‚438493.29296875 disk.sda.out‚23.53125 disk.dm-0.in‚438493.04296875 disk.dm-1.in‚16285.50390625 disk.sda2.in‚0 disk.rbd4.out‚0 disk.rbd1.out‚0 disk.rbd3.in‚0 cpu‚24.78411873922055" proc.memory.rssMB‚ 2560.7890625Q‰s¹2´- _wandbruntime‚1359  _runtime‚1359£\dë 7µ„n ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.024954374879598618 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.016430260613560677 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 ( Purity/0FRt2SRqqt1FBt/FBt_purity‚0.5 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.02889668568968773 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.23722943663597107 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 + Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9375 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.020944148302078247 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.02188901975750923 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9707792401313782 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.06837740540504456 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.24619564414024353 *jet/accuracy_3_of_4‚0.0357142873108387 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.11722488701343536 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 +jet/accuracy_2_of_2‚0.06576554477214813 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.06790123134851456 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_3_of_4‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.26867979764938354 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.2562229335308075 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0032362460624426603 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 7validation_average_jet_accuracy‚0.16511088609695435 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.24001210927963257 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 epoch‚17 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 + Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9375 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.27726036310195923 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 'particle/f_score‚0.5406792163848877 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.18388746678829193 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9773809909820557 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7333333492279053 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.30128204822540283 _step‚73 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0033112582750618458 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_3‚0.6341181993484497 particle/accuracy_2_of_2‚1 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.18752436339855194 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.2595123052597046 *loss/val_total_loss‚22.313212386186436 8"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.254778116941452 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.2446146160364151 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 +"Purity/1FRt*SRqqt2FBt/event_purity‚0.25 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.10972808301448822 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.14374999701976776 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.2351190447807312 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.12045454978942871 +particle/sensitivity‚0.5364943742752075 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.12045454978942871 particle/accuracy_1_of_4‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9565476179122925 +"Purity/1FRt0SRqqt2FBt/event_purity‚0.25 *jet/accuracy_2_of_3‚0.2235708236694336 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1567099541425705 *jet/accuracy_1_of_4‚0.5906593799591064 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9548611044883728 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6916666626930237 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1636904776096344 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 particle/accuracy_3_of_3‚1 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.28637853264808655 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 +jet/accuracy_1_of_1‚0.12380088865756989 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9818403720855713 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_1‚1 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.13658326864242554 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.03517316281795502 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.25042542815208435 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.06844379007816315 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.3029656708240509 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 +particle/specificity‚0.8786326050758362 + Purity/*FRt0SRqqt2FBt/FRt_purity‚0.3125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.2371722012758255 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.2874999940395355 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.22069378197193146 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.07361998409032822 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4647058844566345 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6553763151168823 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.015267927199602127 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.23941832780838013 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7058823704719543 +"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.25 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6252326965332031 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.023788847029209137 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.09299516677856445 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9246031641960144 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.17619048058986664 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9853883981704712 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.06843551248311996 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.23995214700698853 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.07307539135217667 ) Purity/*FRt0SRqqt1FBt/FRt_purity‚0.25 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.2916666865348816 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.19071705639362335 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.14209401607513428 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.26243072748184204 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9623016119003296 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.019050760194659233 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.18884821236133575 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.18863636255264282 ( Purity/*FRt2SRqqt*FBt/FBt_purity‚0.5 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 , Purity/2FRt1SRqqt0FBt/FRt_purity‚0.15625 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.02418278530240059 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3675000071525574 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.29072847962379456 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 particle/accuracy_2_of_4‚1 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.18863636255264282 particle/accuracy_1_of_3‚1 (particle/accuracy‚0.8057047128677368 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.20403225719928741 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.031030509620904922 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.06746657192707062 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.13454218208789825 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8385685682296753 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.2916666865348816 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8015733957290649 ( Purity/*FRt2SRqqt1FBt/FBt_purity‚0.5 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8680555820465088 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 (jet/accuracy_1_of_2‚0.47036212682724 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.2423056811094284 particle/accuracy_1_of_2‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.3366129994392395 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ,jet/accuracy_3_of_3‚0.022332806140184402 *jet/accuracy_2_of_4‚0.2967033088207245 _runtime‚1359.375830822 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.024954374879598618 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.25724637508392334 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 + Purity/*FRt*SRqqt2FBt/FRt_purity‚0.3125 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.031996190547943115 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 % _timestamp‚1.7848443013726997e+09 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15213815867900848 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 trainer/global_step‚719 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9510752558708191 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.14687499403953552 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 particle/accuracy_2_of_3‚1 /particle/accuracy_4_of_4‚0.9642857313156128 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.10004331171512604 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 ( Purity/0FRt2SRqqt*FBt/FBt_purity‚0.5 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.19002015888690948 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.015071770176291466 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.03601814806461334 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9820492267608643 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.35248446464538574 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.3307453393936157 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.47530239820480347 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.2371722012758255 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.23842592537403107 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.21824051439762115 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375¥Ëhl+¶ˆn particle/accuracy_2_of_2‚1 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.18752436339855194 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.2595123052597046 *loss/val_total_loss‚22.313212386186436 8"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.254778116941452 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.2446146160364151 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 +"Purity/1FRt*SRqqt2FBt/event_purity‚0.25 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.10972808301448822 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.14374999701976776 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.2351190447807312 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.12045454978942871 +particle/sensitivity‚0.5364943742752075 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.12045454978942871 particle/accuracy_1_of_4‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9565476179122925 +"Purity/1FRt0SRqqt2FBt/event_purity‚0.25 *jet/accuracy_2_of_3‚0.2235708236694336 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1567099541425705 *jet/accuracy_1_of_4‚0.5906593799591064 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9548611044883728 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6916666626930237 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1636904776096344 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 particle/accuracy_3_of_3‚1 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.28637853264808655 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 +jet/accuracy_1_of_1‚0.12380088865756989 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9818403720855713 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_1‚1 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.13658326864242554 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.03517316281795502 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.25042542815208435 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.06844379007816315 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.3029656708240509 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 +particle/specificity‚0.8786326050758362 + Purity/*FRt0SRqqt2FBt/FRt_purity‚0.3125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.2371722012758255 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.2874999940395355 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.22069378197193146 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.07361998409032822 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4647058844566345 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6553763151168823 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.015267927199602127 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.23941832780838013 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7058823704719543 +"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.25 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6252326965332031 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.023788847029209137 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.09299516677856445 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9246031641960144 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.17619048058986664 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9853883981704712 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.06843551248311996 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.23995214700698853 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.07307539135217667 ) Purity/*FRt0SRqqt1FBt/FRt_purity‚0.25 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.2916666865348816 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.19071705639362335 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.14209401607513428 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.26243072748184204 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9623016119003296 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.019050760194659233 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.18884821236133575 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.18863636255264282 ( Purity/*FRt2SRqqt*FBt/FBt_purity‚0.5 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 , Purity/2FRt1SRqqt0FBt/FRt_purity‚0.15625 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.02418278530240059 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3675000071525574 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.29072847962379456 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 particle/accuracy_2_of_4‚1 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.18863636255264282 particle/accuracy_1_of_3‚1 (particle/accuracy‚0.8057047128677368 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.20403225719928741 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.031030509620904922 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.06746657192707062 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.13454218208789825 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8385685682296753 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.2916666865348816 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8015733957290649 ( Purity/*FRt2SRqqt1FBt/FBt_purity‚0.5 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8680555820465088 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 (jet/accuracy_1_of_2‚0.47036212682724 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.2423056811094284 particle/accuracy_1_of_2‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.3366129994392395 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ,jet/accuracy_3_of_3‚0.022332806140184402 *jet/accuracy_2_of_4‚0.2967033088207245 _runtime‚1359.375830822 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.024954374879598618 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.25724637508392334 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 + Purity/*FRt*SRqqt2FBt/FRt_purity‚0.3125 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.031996190547943115 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 % _timestamp‚1.7848443013726997e+09 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15213815867900848 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 trainer/global_step‚719 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9510752558708191 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.14687499403953552 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 particle/accuracy_2_of_3‚1 /particle/accuracy_4_of_4‚0.9642857313156128 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.10004331171512604 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 ( Purity/0FRt2SRqqt*FBt/FBt_purity‚0.5 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.19002015888690948 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.015071770176291466 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.03601814806461334 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9820492267608643 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.35248446464538574 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.3307453393936157 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.47530239820480347 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.2371722012758255 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.23842592537403107 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.21824051439762115 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 6&Purity/1FRt*SRqqt*FBt/event_p)A`1ù roportion‚ 0.646484375 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.024954374879598618 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.016430260613560677 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 ( Purity/0FRt2SRqqt1FBt/FBt_purity‚0.5 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.02889668568968773 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.23722943663597107 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 + Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9375 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.020944148302078247 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.02188901975750923 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9707792401313782 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.06837740540504456 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.24619564414024353 *jet/accuracy_3_of_4‚0.0357142873108387 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.11722488701343536 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 +jet/accuracy_2_of_2‚0.06576554477214813 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.06790123134851456 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_3_of_4‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.26867979764938354 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.2562229335308075 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0032362460624426603 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 7validation_average_jet_accuracy‚0.16511088609695435 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.24001210927963257 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 epoch‚17 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 + Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9375 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.27726036310195923 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 'particle/f_score‚0.5406792163848877 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.18388746678829193 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9773809909820557 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7333333492279053 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.30128204822540283 _step‚73 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0033112582750618458 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_3‚0.6341181993484497IJ ›·‚(: “ ŠÓñ´I gpu.0.gpu‚92.0 gpu.0.memory‚27+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚47.0 gpu.0.powerWatts‚281.179' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚56.23579999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÅÙÉÙ¸‚(:Î “ ŠÓÁôý disk.rbd3.out‚0 disk.sda2.in‚0 disk.sda1.in‚0 disk.rbd4.in‚0 disk.dm-1.out‚ 23.9609375 disk.sda.in‚16285.50390625# disk.dm-0.out‚29860.51220703125# memory_percent‚88.1303628285726 disk.sda3.in‚16285.50390625 disk.rbd1.in‚0) proc.memory.availableMB‚ 2917.08203125# proc.memory.rssMB‚ 2561.76171875# disk./.usageGB‚1130.17329788208! disk.nvme0n1.in‚ 444357.984375 disk.rbd4.out‚0 network.recv‚186591 disk.sda2.out‚0 disk.sda1.out‚0 disk.rbd3.in‚0& disk.nvme0n1.out‚29860.51220703125 disk.sda.out‚ 23.9609375* proc.memory.percent‚10.423835118611652 network.sent‚ 1.855208e+06 disk.dm-1.in‚16285.50390625 disk.rbd1.out‚0 cpu‚24.78119614446 proc.cpu.threads‚17) disk./.usagePercent‚75.84800180522802 disk.sda3.out‚ 23.9609375# disk.nvme0c0n1.in‚ 444357.984375( disk.nvme0c0n1.out‚29860.51220703125 disk.dm-0.in‚ 444357.984375s䮑¹‚(:† ¢ ŠÓÊñ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚297.356' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚59.4712 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0é\¯úຂ(:Õ ¢ ŠÓÂó˜ disk.sda1.out‚0 disk.sda3.in‚ 16868.5546875 disk.sda3.out‚ 24.16796875* proc.memory.percent‚10.423835118611652 disk.sda.out‚ 24.16796875 network.recv‚188479) disk./.usagePercent‚75.84800180522802# disk./.usageGB‚1130.17329788208 disk.rbd3.out‚0" disk.nvme0n1.in‚449619.6640625 disk.dm-0.in‚449619.6640625 disk.sda2.in‚0 disk.sda2.out‚0( proc.memory.availableMB‚ 2917.0390625& disk.nvme0n1.out‚30222.31591796875 disk.sda1.in‚0 proc.cpu.threads‚17 disk.rbd3.in‚0( disk.nvme0c0n1.out‚30222.31591796875 disk.rbd4.in‚0 disk.sda.in‚ 16868.5546875 network.sent‚ 1.906522e+06 disk.rbd1.in‚0 disk.rbd4.out‚0# proc.memory.rssMB‚ 2561.76171875 disk.dm-1.out‚ 24.16796875$ disk.nvme0c0n1.in‚449619.6640625# disk.dm-0.out‚30222.31591796875$ memory_percent‚88.13053766886392 cpu‚24.787166494296564 disk.dm-1.in‚ 16868.5546875 disk.rbd1.out‚0Œ¬.:œ»‚(:‘ ± ŠÓèõõ gpu.0.gpu‚39.0 gpu.0.memory‚12+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚358.018' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚71.60359999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ëÓVÛ¼‚(:Ð ± ŠÓÞì» cpu‚24.793250351182735) disk./.usagePercent‚75.84800180522802 disk.dm-1.in‚ 16868.5546875$ memory_percent‚88.13150723775229) proc.memory.availableMB‚ 2916.80078125% disk.nvme0c0n1.in‚454278.21484375 disk.sda3.in‚ 16868.5546875 disk.dm-1.out‚ 24.41015625 network.recv‚189629 disk.dm-0.out‚30289.36328125 disk.sda2.in‚0 disk.sda1.in‚0 disk.sda3.out‚ 24.41015625 disk.rbd1.out‚0# disk.nvme0n1.in‚454278.21484375 disk.sda.out‚ 24.41015625 network.sent‚ 1.908846e+06% disk.nvme0c0n1.out‚30289.36328125 disk.sda1.out‚0 disk.rbd1.in‚0 disk.rbd3.out‚0* proc.memory.percent‚10.423835118611652 proc.cpu.threads‚17# disk.nvme0n1.out‚30289.36328125# proc.memory.rssMB‚ 2561.76171875# disk./.usageGB‚1130.17329788208 disk.sda2.out‚0 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.rbd3.in‚0 disk.dm-0.in‚454278.21484375 disk.sda.in‚ 16868.5546875’áò›½‚(: À ŠÓ‘Îp gpu.0.gpu‚84.0 gpu.0.memory‚26+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚288.667' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚57.73339999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚05e±šÉ¾‚(:¾ À ŠÓ–ÛÏ disk.rbd4.in‚0# disk.nvme0n1.out‚30289.52734375$ disk.nvme0c0n1.in‚458994.6328125 network.recv‚190441 disk.sda3.in‚ 16868.5546875 disk.dm-0.out‚30289.52734375$ memory_percent‚88.13252449035645) proc.memory.availableMB‚ 2916.55078125% disk./.usageGB‚1130.0586128234863 disk.dm-0.in‚458994.6328125) disk./.usagePercent‚75.84030508071015 disk.sda2.in‚0 disk.dm-1.in‚ 16868.5546875% disk.nvme0c0n1.out‚30289.52734375 disk.sda2.out‚0 disk.rbd4.out‚0 disk.sda1.in‚0 disk.sda1.out‚0 disk.dm-1.out‚24.625 disk.sda.in‚ 16868.5546875* proc.memory.percent‚10.423835118611652 cpu‚24.79907690467436 disk.sda3.out‚24.625" disk.nvme0n1.in‚458994.6328125 disk.sda.out‚24.625 network.sent‚ 1.91118e+06 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.rbd3.in‚0 disk.rbd3.out‚0# proc.memory.rssMB‚ 2561.76171875 proc.cpu.threads‚17 Žž2¿- _wandbruntime‚1415  _runtime‚1415JÃÄÀ¾ & lr-AdamW/pg2‚8.321091509638185e-05 trainer/global_step‚749 $ _timestamp‚1.784844357824287e+09 _runtime‚1415.826711861 _step‚74 & lr-AdamW/pg1‚8.321091509638185e-05`B+¤ÈÁ _runtime‚1415.826711861 _step‚74 & lr-AdamW/pg1‚8.321091509638185e-05 & lr-AdamW/pg2‚8.321091509638185e-05 trainer/global_step‚749 $ _timestamp‚1.784844357824287e+09Jòæ2Â- _wandbruntime‚1415  _runtime‚1415*×µqÛ'ÃÕO WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 781747530240 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚215854281701376 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 _step‚75 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚6993044 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚316 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 % _timestamp‚1.7848443578251905e+09 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚60243504178176 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚59254282208256 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚215768386728528 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚6509632 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚2305132 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 _runtime‚1415.831439206 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 783092951040 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚215768412156496 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚6509632 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚216636003058176 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚215854281701376 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚13502676 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚6983010 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2002319 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 781747530240 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚321 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 783092951040 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚2002324 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 989264863744 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0Øqß'ÄÙO GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 781747530240 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚321 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 783092951040 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚2002324 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 bQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 989264863744 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 781747530240 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚215854281701376 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 _step‚75 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚6993044 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚316 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 % _timestamp‚1.7848443578251905e+09 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚60243504178176 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚59254282208256 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚215768386728528 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚6509632 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚2305132 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 _runtime‚1415.831439206 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 783092951040 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚215768412156496 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚6509632 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚216636003058176 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚215854281701376 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚13502676 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚6983010 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2002319 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004K©0µ£2Å- _wandbruntime‚1417  _runtime‚1417”&–Sô ÆÞM JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚13520139 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚7002140 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚216917306458112 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚216133190991872 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚6992092 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚216133164818432 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚4312742 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚2308107 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚329 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚324 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 781445442407 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 _runtime‚ 1417.24333429 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚13510näGð085 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚216828633944711 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 782770038272 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚216830003983909 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚216047188502304 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚13510085 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2004964 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 413074944 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 FDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚6992092 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚7002140 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚44983808 BDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 EDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚13520139 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚60323769383424 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚6517999 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 _step‚76 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 784115466240 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚216917306458112 FDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚216133164818432 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚4312742 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚2308107 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚329 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚324 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 781445442407 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 _runtime‚ 1417.24333429 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚13510085 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚216828633944711 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 782770038272 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚216830003983909 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚216047188502304 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚13510085 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2004964 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 413074944 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 FDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚6992092 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚7002140 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚44983808 BDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 EDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚13520139 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚60323769383424 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚6517999 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 _step‚76 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 784115466240 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚216917306458112 F Ô2Í- _wandbruntime‚1437  _runtime‚1437„¥·Ù 2Îìm 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.2686142921447754 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 particle/accuracy_1_of_3‚1 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.12108754366636276 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ) Purity/1FRt0SRqqt2FBt/FRt_purity‚0.25 _step‚78 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.17903225123882294 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9707767963409424 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.08170995861291885 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.23125000298023224 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.005035396199673414 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 epoch‚18 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2593167722225189 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6380952596664429 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 +particle/specificity‚0.6521241664886475 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.5649901628494263 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.38098084926605225 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.4737202525138855 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.3113636374473572 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.17619048058986664 6 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.977134108543396 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8200757503509521 +"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.25 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.08366420865058899 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.02225387468934059 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ) Purity/1FRt*SRqqt2FBt/FRt_purity‚0.25 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 #particle/accuracy‚ 0.64697265625 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 particle/accuracy_1_of_2‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6069892644882202 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9097222089767456 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.054398149251937866 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.03468899428844452 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.4457412362098694 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.7986111044883728 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.05562509596347809 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 particle/accuracy_3_of_4‚1 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.2916666865348816 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.34288808703422546 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.018269509077072144 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.10262082517147064 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 particle/accuracy_1_of_1‚1 trainer/global_step‚759 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.4714885354042053 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5095354318618774 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1014615148305893 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8492063283920288 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3705357313156128 * Purity/2FRt1SRqqt0FBt/FRt_purity‚0.125 8"Purity/*FRt*SRqqt1FBt/event_purity‚0.630109429359436 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 )jet/accuracy_1_of_4‚0.593406617641449 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.11431623995304108 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.022265952080488205 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.4483341574668884 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3987500071525574 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 (particle/f_score‚0.43128886818885803 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.04392428696155548 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.22500000894069672 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 *jet/accuracy_3_of_4‚0.0357142873108387 /particle/accuracy_3_of_3‚0.9654691219329834 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.04903149604797363 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.39891302585601807 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9688693284988403 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.43792828917503357 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.004875590093433857 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9349461793899536 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.010874704457819462 )loss/val_total_loss‚95.70849484875136 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.03516548499464989 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.09010417014360428 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9636807441711426 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.32034629583358765 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5119300484657288 +jet/accuracy_1_of_1‚0.19189822673797607 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015735816210508347 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.08922697603702545 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.2083333432674408 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 /particle/accuracy_4_of_4‚0.9642857313156128 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.1503623127937317 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 jet/accuracy_4_of_4‚0 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.028666557744145393 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9655172824859619 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.22946859896183014 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.02224002778530121 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 *jet/accuracy_1_of_2‚0.6053240299224854 particle/accuracy_2_of_4‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 7validation_average_jet_accuracy‚0.23170697689056396 +particle/sensitivity‚0.6279564499855042 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.32217809557914734 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9736841917037964 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 _runtime‚1437.947728268 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.3113636374473572 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.023357456550002098 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_1_of_4‚1 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.2916666865348816 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 +jet/accuracy_2_of_2‚0.06803902238607407 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 *jet/accuracy_1_of_3‚0.7299429774284363 /particle/accuracy_2_of_2‚0.9977678656578064 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.11722488701343536 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.023357456550002098 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.3691558241844177 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5218487977981567 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.5587006211280823 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.4644162058830261 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.029919181019067764 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 +jet/accuracy_3_of_3‚0.02051219716668129 *jet/accuracy_2_of_4‚0.3324176073074341 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.2634708285331726 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8265203237533569 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 particle/accuracy_2_of_3‚1 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5086068511009216 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.34258371591567993 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 8"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.472167432308197 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.09866335988044739 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5101684331893921 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.15881067514419556 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.10524905472993851 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.0833333358168602 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09545454382896423 +jet/accuracy_2_of_3‚0.25889062881469727 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.10557878017425537 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1577620953321457 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9246031641960144 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.4748150706291199 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.26249998807907104 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09545454382896423 ,&Purity/*FRt2SRqqt2FBt0Ëšç/event_proportion‚0 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.5181412100791931 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.0846320316195488 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.5064102411270142 7 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.0497703030705452 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7941176891326904 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.2083333432674408 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 $ _timestamp‚1.784844379944636e+09 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.04510645195841789 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.4748150706291199 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.028886012732982635 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.4791666865348816 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408çíö6Ïðm 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.022265952080488205 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.4483341574668884 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3987500071525574 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 (particle/f_score‚0.43128886818885803 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.04392428696155548 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.22500000894069672 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 *jet/accuracy_3_of_4‚0.0357142873108387 /particle/accuracy_3_of_3‚0.9654691219329834 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.04903149604797363 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.39891302585601807 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9688693284988403 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.43792828917503357 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.004875590093433857 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9349461793899536 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.010874704457819462 )loss/val_total_loss‚95.70849484875136 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.03516548499464989 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.09010417014360428 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9636807441711426 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.32034629583358765 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5119300484657288 +jet/accuracy_1_of_1‚0.19189822673797607 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015735816210508347 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.08922697603702545 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.2083333432674408 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 /particle/accuracy_4_of_4‚0.9642857313156128 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.1503623127937317 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 jet/accuracy_4_of_4‚0 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.028666557744145393 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9655172824859619 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.22946859896183014 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.02224002778530121 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 *jet/accuracy_1_of_2‚0.6053240299224854 particle/accuracy_2_of_4‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 7validation_average_jet_accuracy‚0.23170697689056396 +particle/sensitivity‚0.6279564499855042 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.32217809557914734 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9736841917037964 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 _runtime‚1437.947728268 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.3113636374473572 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.023357456550002098 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_1_of_4‚1 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.2916666865348816 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 +jet/accuracy_2_of_2‚0.06803902238607407 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 *jet/accuracy_1_of_3‚0.7299429774284363 /particle/accuracy_2_of_2‚0.9977678656578064 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.11722488701343536 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.023357456550002098 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.3691558241844177 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5218487977981567 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.5587006211280823 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.4644162058830261 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.029919181019067764 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 +jet/accuracy_3_of_3‚0.02051219716668129 *jet/accuracy_2_of_4‚0.3324176073074341 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.2634708285331726 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8265203237533569 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 particle/accuracy_2_of_3‚1 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5086068511009216 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.34258371591567993 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 8"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.472167432308197 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.09866335988044739 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5101684331893921 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.15881067514419556 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.10524905472993851 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.0833333358168602 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09545454382896423 +jet/accuracy_2_of_3‚0.25889062881469727 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.10557878017425537 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1577620953321457 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9246031641960144 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.4748150706291199 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.26249998807907104 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09545454382896423 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.5181412100791931 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.0846320316195488 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.5064102411270142 7 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.0497703030705452 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7941176891326904 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.2083333432674408 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 $ _timestamp‚1.784844379944636e+09 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.04510645195841789 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.4748150706291199 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.028886012732982635 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.4791666865348816 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.2686142921447754 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 particle/accuracy_1_of_3‚1 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.12108754366636276 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ) Purity/1FRt0SRqqt2FBt/FRt_purity‚0.25 _step‚78 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.17903225123882294 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9707767963409424 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.08170995861291885 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.23125000298023224 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.005035396199673414 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 epoch‚18 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.2593167722225189 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6380952596664429 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 +particle/specificity‚0.6521241664886475 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.5649901628494263 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.38098084926605225 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.4737202525138855 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.3113636374473572 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.17619048058986664 6 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.977134108543396 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8200757503509521 +"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.25 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.08366420865058899 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.02225387468934059 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ) Purity/1FRt*SRqqt2FBt/FRt_purity‚0.25 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 #particle/accuracy‚ 0.64697265625 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 particle/accuracy_1_of_2‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6069892644882202 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9097222089767456 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.054398149251937866 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.03468899428844452 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.4457412362098694 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.7986111044883728 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.05562509596347809 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 particle/accuracy_3_of_4‚1 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.2916666865348816 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.34288808703422546 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.018269509077072144 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.10262082517147064 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 particle/accuracy_1_of_1‚1 trainer/global_step‚759 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.4714885354042053 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5095354318618774 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1014615148305893 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8492063283920288 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3705357313156128 * Purity/2FRt1SRqqt0FBt/FRt_purity‚0.125 8"Purity/*FRt*SRqqt1FBt/event_purity‚0.630109429359436 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 )jet/accuracy_1_of_4‚0.593406617641449 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.11431623995304108N?q0­ŽÐ‚(:ƒ Þ ŠÓŸÚ gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚41.0 gpu.0.powerWatts‚102.79' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚20.558 gpu.0.smClock‚1275 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0P°–¤ÞÑ‚(:Ó Þ ŠÓæ•Ú network.recv‚193799 disk.sda.in‚ 17858.5078125 disk.sda.out‚ 25.19140625( disk.nvme0c0n1.out‚30290.31689453125# proc.memory.rssMB‚ 2561.98828125% disk./.usageGB‚1131.2602424621582 disk.sda3.in‚ 17858.5078125 network.sent‚ 1.971967e+06) disk./.usagePercent‚75.92094864853644 disk.dm-1.in‚ 17858.5078125 disk.rbd1.in‚0) proc.memory.availableMB‚ 2491.13671875) proc.memory.percent‚10.42475700378418 proc.cpu.threads‚17 disk.sda2.in‚0 disk.sda2.out‚0$ memory_percent‚89.86353874206543 disk.rbd1.out‚0& disk.nvme0n1.out‚30290.31689453125# disk.nvme0c0n1.in‚ 469851.328125 disk.sda1.in‚0 disk.sda1.out‚0 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.sda3.out‚ 25.19140625 disk.rbd3.in‚0 disk.rbd3.out‚0 disk.dm-0.in‚ 469850.453125# disk.dm-0.out‚30290.31689453125 disk.dm-1.out‚ 25.19140625! disk.nvme0n1.in‚ 469851.328125 cpu‚24.81406833281439«Õ´k’Ò‚(:‡ í ŠÓŸåŽ gpu.0.gpu‚97.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚162.529' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚32.5058 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0`{¾ÉçÓ‚(:Ü í ŠÓ¬å proc.cpu.threads‚17 disk.sda2.in‚0 disk.dm-1.in‚18192.22265625 disk.sda1.in‚0 disk.rbd3.out‚0# disk.nvme0n1.in‚475664.24609375( disk.nvme0c0n1.out‚31326.58349609375 disk.rbd4.out‚0 disk.dm-1.out‚ 25.30859375 disk.rbd1.out‚0# proc.memory.rssMB‚ 2561.98828125 cpu‚24.808288723929376 network.sent‚ 2.023125e+06% disk./.usageGB‚1130.3125267028809 disk.sda.out‚ 25.30859375 disk.sda2.out‚0 disk.sda1.out‚0 disk.rbd4.in‚0 disk.rbd3.in‚0) proc.memory.percent‚10.42475700378418% disk.nvme0c0n1.in‚475664.24609375# disk.dm-0.out‚31326.58349609375 disk.sda3.in‚18192.22265625 network.recv‚195885 disk.sda.in‚18192.22265625 disk.sda3.out‚ 25.30859375) disk./.usagePercent‚75.85734570662017& disk.nvme0n1.out‚31326.58349609375 disk.dm-0.in‚475664.12109375 disk.rbd1.in‚0$ memory_percent‚88.13263575236002( proc.memory.availableMB‚ 2916.5234375®RþœÔ‚(:‘ û ŠÓï÷ÊÜ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚311.92' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚62.38400000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¢ÑúáÕ‚(:Ö ü ŠÓèË© disk.dm-1.in‚18192.22265625 disk.sda1.out‚0 disk.sda3.in‚18192.22265625# disk.dm-0.out‚31623.68017578125 disk.rbd4.out‚0 cpu‚24.81364097333125 disk.sda3.out‚ 25.609375( disk.nvme0c0n1.out‚31623.68017578125 disk.sda1.in‚0 disk.rbd4.in‚0) disk./.usagePercent‚75.85709071933904 disk.dm-1.out‚ 25.609375 disk.rbd1.in‚0 disk.sda.in‚18192.22265625 disk.sda.out‚ 25.609375$ memory_percent‚88.13277880350748 network.recv‚196745% disk./.usageGB‚1130.3087272644043# disk.nvme0n1.in‚480028.04296875& disk.nvme0n1.out‚31623.68017578125% disk.nvme0c0n1.in‚480028.04296875 disk.sda2.in‚0) proc.memory.availableMB‚ 2916.48828125 network.sent‚ 2.025341e+06 disk.rbd3.in‚0 disk.rbd3.out‚0 disk.sda2.out‚0 disk.dm-0.in‚480027.79296875) proc.memory.percent‚10.42475700378418 proc.cpu.threads‚17 disk.rbd1.out‚0# proc.memory.rssMB‚ 2561.98828125™,€‘Ö‚(:† ‹¡ŠÓ÷Å] gpu.0.gpu‚97.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚356.654' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚71.3308 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0uKçÁáׂ(:Ö ‹¡ŠÓ•¥Ñ disk.sda.out‚ 25.87890625 proc.cpu.threads‚17# disk.nvme0n1.in‚484778.16796875# proc.memory.rssMB‚ 2561.98828125 network.sent‚ 2.02756e+06) disk./.usagePercent‚75.85706844635364% disk.nvme0c0n1.in‚484778.16796875 disk.sda2.in‚0 disk.rbd4.in‚0! disk.dm-0.out‚32297.466796875 disk.sda1.in‚0 disk.rbd4.out‚0$ memory_percent‚88.13277880350748) proc.memory.availableMB‚ 2916.48828125 cpu‚24.819143214555535& disk.nvme0c0n1.out‚32297.466796875 disk.sda3.in‚18192.22265625 disk.dm-1.in‚18192.22265625 disk.dm-1.out‚ 25.87890625 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.rbd3.in‚0% disk./.usageGB‚1130.3083953857422 disk.rbd3.out‚0 disk.dm-0.in‚484778.16796875 disk.sda1.out‚0) proc.memory.percent‚10.42475700378418 network.recv‚198047 disk.sda2.out‚0$ disk.nvme0n1.out‚32297.466796875 disk.sda3.out‚ 25.87890625 disk.sda.in‚18192.22265625!ý?’ßØ‚(:Ô š¡ŠÓõÖ˜ disk.sda1.in‚0 disk.rbd3.in‚0# disk.nvme0n1.in‚488996.76953125 disk.sda.out‚ 25.94921875% disk./.usageGB‚1130.3083953857422 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.sda.in‚18628.92578125 cpu‚24.824275430592827! disk.dm-0.out‚32297.623046875 disk.rbd1.out‚0) proc.memory.percent‚10.42475700378418 disk.dm-1.in‚18628.92578125& disk.nvme0c0n1.out‚32297.623046875 network.recv‚199073 disk.dm-0.in‚488996.76953125 disk.sda2.in‚0 disk.sda3.in‚18628.92578125 disk.rbd3.out‚0 proc.cpu.threads‚17 disk.dm-1.out‚ 25.94921875 disk.rbd1.in‚0$ disk.nvme0n1.out‚32297.623046875$ memory_percent‚88.13177744547525# proc.memory.rssMB‚ 2561.98828125 network.sent‚ 2.02977e+06) disk./.usagePercent‚75.85706844635364 disk.sda2.out‚0 disk.sda1.out‚0 disk.sda3.out‚ 25.94921875% disk.nvme0c0n1.in‚488996.76953125' proc.memory.availableMB‚ 2916.734375Mpe›Ù‚(: š¡ŠÓ㧠gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚302.21' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚60.44199999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0†aíß2Ú- _wandbruntime‚1513  _runtime‚15134M mÃÛ½ & lr-AdamW/pg1‚7.887871554493728e-05 & lr-AdamW/pg2‚7.887871554493728e-05 trainer/global_step‚799 # _timestamp‚1.78484445529257e+09 _runtime‚1513.295011894 _step‚79{!aèÇÜÁ & lr-AdamW/pg1‚7.887871554493728e-05 & lr-AdamW/pg2‚7.887871554493728e-05 trainer/global_step‚799 # _timestamp‚1.78484445529257e+09 _runtime‚1513.295011894 _step‚79O} ‡Å2Ý- _wandbruntime‚1513  _runtime‚1513ÍSˆÃp&Þ×O K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚6940752 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚2458054 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 _step‚80 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 413082112 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚7457172 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚230906376803417 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚63190507130880 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2135271 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚7457172 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1054292504576 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚7447138 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚7447138 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚230907746842503 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚6940758 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1054337495552 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚230999306961408 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚230165566515200 _runtime‚1513.296516026 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 833740446208 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 IDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2135271 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚7457172 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1054292504576 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚7447138 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚7447138 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚230907746842503 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚6940758 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1054337495552 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚230999306961408 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚230165566515200 _runtime‚1513.296516026 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 833740446208 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 IDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚231186199378833 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 834695205935 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚231280610361344 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 836108382208 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚63269093496832 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 _step‚81 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 _runtime‚1514.709863202 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚230444501979136 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚4598855 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚2460944 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚231279238759936 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚230444501979136 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚4599193 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 834762954240 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 EDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 trainer/global_step‚799 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚14415393 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚7466268 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚230444475805696 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚6949125 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 833350594705 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004â Šë&âåM F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚2460944 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚231279238759936 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚230444501979136 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚4599193 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 834762954240 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 EDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 trainer/global_step‚799 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚14415393 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚7466268 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚230444475805696 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚6949125 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 833350594705 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚230352848784128 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚6949119 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 834762954240 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2137916 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚230444475805696 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚6949125 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚231186199378833 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 834695205935 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚231280610361344 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 836108382208 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚63269093496832 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 _step‚81 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 _runtime‚1514.709863202 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚230444501979136 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚4598855 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0Q}rÃü2ã- _wandbruntime‚1514  _runtime‚1514Nˆæþäø 2loss/SRqqt1/assignment_loss‚0.9534525889030192 0loss/FBt1/assignment_loss‚0.2644347646985187 _runtime‚ 1514.76628741 /loss/FRt1/assignment_loss‚2.566362707518963 .loss/FBt2/detection_loss‚4.069489826926804 epoch‚19 2loss/SRqqt2/assignment_loss‚1.6413655035776091 /loss/FRt1/detection_loss‚1.4314679927065295 .loss/FRt2/detection_loss‚0.610567823002843 1loss/SRqqt1/detection_loss‚0.7317720763402112 0loss/SRqqt2/detection_loss‚2.880104782270837 %loss/total_loss‚27.41871127159117 % _timestamp‚1.7848444567639594e+09 _step‚82 0loss/FRt2/assignment_loss‚3.9925438058979315 0loss/FBt2/assignment_loss‚0.1838814665212874 .loss/FBt1/detection_loss‚8.093267933226615 trainer/global_step‚799–>&åü %loss/total_loss‚27.41871127159117 % _timestamp‚1.7848444567639594e+09 _step‚82 0loss/FRt2/assignment_loss‚3.9925438058979315 0loss/FBt2/assignment_loss‚0.1838814665212874 .loss/FBt1/detection_loss‚8.093267933226615 trainer/global_step‚799 2loss/SRqqt1/assignment_loss‚0.9534525889030192 0loss/FBt1/assignment_loss‚0.2644347646985187 _runtime‚ 1514.76628741 /loss/FRt1/assignment_loss‚2.566362707518963 .loss/FBt2/detection_loss‚4.069489826926804 epoch‚19 2loss/SRqqt2/assignment_loss‚1.6413655035776091 /loss/FRt1/detection_loss‚1.4314679927065295 .loss/FRt2/detection_loss‚0.610567823002843 1loss/SRqqt1/detection_loss‚0.7317720763402112 0loss/SRqqt2/detection_loss‚2.880104782270837RXqcç=æ‚(:Ñ ©¡ŠÓ€åÓ network.recv‚200463% disk./.usageGB‚1130.3093643188477 disk.dm-1.out‚ 26.1328125 disk.rbd1.in‚0 disk.sda2.out‚0' disk.nvme0c0n1.out‚32363.7353515625 disk.rbd4.out‚0# disk.nvme0n1.in‚494532.91015625 disk.dm-1.in‚18628.92578125 cpu‚24.829789882720515 proc.cpu.threads‚17% disk.nvme0n1.out‚32363.7353515625 disk.sda1.in‚0 disk.rbd4.in‚0 disk.sda3.in‚18628.92578125# proc.memory.rssMB‚ 2561.98828125 disk.sda1.out‚0 disk.sda3.out‚ 26.1328125 network.sent‚ 2.032029e+ÞTÃ…Ÿ06) disk./.usagePercent‚75.85713347323055 disk.sda.in‚18628.92578125% disk.nvme0c0n1.in‚494532.66015625 disk.rbd3.in‚0) proc.memory.percent‚10.42475700378418 disk.sda.out‚ 26.1328125" disk.dm-0.out‚32363.7353515625 disk.rbd1.out‚0# proc.memory.availableMB‚2916.25 disk.dm-0.in‚494532.53515625 disk.sda2.in‚0 disk.rbd3.out‚0$ memory_percent‚88.13374837239584±‘j’ç‚(:‡ ©¡ŠÓÑÂÆ gpu.0.gpu‚92.0 gpu.0.memory‚27+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚355.709' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚71.1418 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0]ß2è- _wandbruntime‚1519  _runtime‚1519Ãçª7én 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.03810643032193184 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.4177018702030182 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.036132797598838806 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.11723370850086212 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.01595744676887989 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 _step‚83 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.03823789209127426 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9859323501586914 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6132082343101501 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8888888359069824 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0885416641831398 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.027227258309721947 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 particle/accuracy_1_of_4‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9484126567840576 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.053835488855838776 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.28409090638160706 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.43090111017227173 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.17619048058986664 8"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.497863233089447 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.23880603909492493 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9772727489471436 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 ,jet/accuracy_3_of_3‚0.004672897048294544 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.4776209592819214 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.19384057819843292 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1416330635547638 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 9 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.048662178218364716 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.4715636968612671 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7666666507720947 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.4348321557044983 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.4215351939201355 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_3‚0.7094307541847229 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 ."Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.46875 epoch‚19 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.056909188628196716 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.028713148087263107 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 particle/accuracy_2_of_3‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.10873327404260635 particle/accuracy_1_of_1‚1 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.046682100743055344 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9861335158348083 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.1666666716337204 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.03435766324400902 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7352941036224365 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.28409090638160706 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.03444909304380417 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9902903437614441 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.11722488701343536 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.47259068489074707 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.02116578072309494 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 7 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.0397929847240448 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.08119658380746841 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6571428775787354 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8204962611198425 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 particle/accuracy_2_of_2‚1 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 7validation_average_jet_accuracy‚0.22203868627548218 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.05779971182346344 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.10000000149011612 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0033797670621424913 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.181547611951828 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.09442410618066788 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.43726950883865356 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 particle/accuracy_1_of_2‚1 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.2083333432674408 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 'particle/f_score‚0.5721139311790466 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9660714268684387 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.14802083373069763 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.31373128294944763 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.4102141857147217 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.0416666679084301 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.3099829852581024 particle/accuracy_3_of_3‚1 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.3116028904914856 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.39634397625923157 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9880132079124451 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.4313252568244934 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.24354222416877747 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.15000000596046448 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_1‚0.1841098666191101 +particle/specificity‚0.8730447888374329 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 trainer/global_step‚799 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.10084541141986847 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 % _timestamp‚1.7848444610270236e+09 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9742063283920288 +particle/sensitivity‚0.5884508490562439 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.4074999988079071 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.30844154953956604 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.1666666716337204 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0032574674114584923 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 +jet/accuracy_2_of_4‚0.25824177265167236 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6225806474685669 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.0937267541885376 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.15000000596046448 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.38804346323013306 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 particle/accuracy_2_of_4‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.22360247373580933 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3214285969734192 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.058441560715436935 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.5274974703788757 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 +jet/accuracy_2_of_2‚0.06568287312984467 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 6 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.988222599029541 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.5214546918869019 particle/accuracy_3_of_4‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.09399586170911789 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.059841178357601166 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.024880383163690567 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.18125000596046448 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 *jet/accuracy_1_of_2‚0.5802744626998901 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.2083333432674408 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9833333492279053 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.0416666679084301 8"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.369617223739624 *jet/accuracy_1_of_4‚0.6675823926925659 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5084033608436584 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9588709473609924 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.025216706097126007 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.4790980815887451 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.17424243688583374 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.05445451661944389 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.10000000149011612 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.4103805124759674 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.4313252568244934 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.4689527750015259 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.036132797598838806 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.09284083545207977 jet/accuracy_3_of_4‚0 jet/accuracy_4_of_4‚0 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8023018836975098 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15337172150611877 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 5 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.15040323138237 (loss/val_total_loss‚21.9281243232327 8"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.538306474685669 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 +jet/accuracy_2_of_3‚0.23837843537330627 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.1544954478740692 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.3240259885787964 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 _runtime‚1519.031234874 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9652777910232544 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 particle/accuracy_4_of_4‚1 %particle/accuracy‚0.8123779296875êÜì7ê”n 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.1544954478740692 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.3240259885787964 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 _runtime‚1519.031234874 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9652777910232544 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 particle/accuracy_4_of_4‚1 %particle/accuracy‚0.8123779296875 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.03810643032193184 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.4177018702030182 9 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.036132797598838806 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.11723370850086212 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.01595744676887989 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 _step‚83 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.03823789209127426 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9859323501586914 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6132082343101501 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8888888359069824 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.0885416641831398 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.027227258309721947 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 particle/accuracy_1_of_4‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9484126567840576 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.053835488855838776 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.28409090638160706 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.43090111017227173 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.17619048058986664 8"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.497863233089447 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.23880603909492493 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9772727489471436 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 ,jet/accuracy_3_of_3‚0.004672897048294544 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.4776209592819214 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.19384057819843292 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1416330635547638 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 9 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.048662178218364716 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.4715636968612671 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7666666507720947 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.4348321557044983 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.4215351939201355 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_3‚0.7094307541847229 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 ."Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.46875 epoch‚19 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.056909188628196716 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.028713148087263107 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 particle/accuracy_2_of_3‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.10873327404260635 particle/accuracy_1_of_1‚1 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.046682100743055344 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9861335158348083 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.1666666716337204 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.03435766324400902 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7352941036224365 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.28409090638160706 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.03444909304380417 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9902903437614441 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.11722488701343536 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.47259068489074707 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.02116578072309494 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 7 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.0397929847240448 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.08119658380746841 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6571428775787354 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8204962611198425 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 particle/accuracy_2_of_2‚1 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 7validation_average_jet_accuracy‚0.22203868627548218 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.05779971182346344 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.10000000149011612 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0033797670621424913 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.181547611951828 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.09442410618066788 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 :"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.43726950883865356 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 particle/accuracy_1_of_2‚1 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.2083333432674408 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 'particle/f_score‚0.5721139311790466 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9660714268684387 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.14802083373069763 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.31373128294944763 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.4102141857147217 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.0416666679084301 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.3099829852581024 particle/accuracy_3_of_3‚1 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.3116028904914856 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.39634397625923157 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9880132079124451 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.4313252568244934 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.24354222416877747 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.15000000596046448 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 *jet/accuracy_1_of_1‚0.1841098666191101 +particle/specificity‚0.8730447888374329 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 trainer/global_step‚799 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.10084541141986847 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 % _timestamp‚1.7848444610270236e+09 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9742063283920288 +particle/sensitivity‚0.5884508490562439 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.4074999988079071 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.30844154953956604 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.1666666716337204 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0032574674114584923 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 +jet/accuracy_2_of_4‚0.25824177265167236 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6225806474685669 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.0937267541885376 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.15000000596046448 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.38804346323013306 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 particle/accuracy_2_of_4‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.22360247373580933 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3214285969734192 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 ;"Purity/0FRt2SRqqt*FBt/event_purity‚0.058441560715436935 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.5274974703788757 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 +jet/accuracy_2_of_2‚0.06568287312984467 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 6 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.988222599029541 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.5214546918869019 particle/accuracy_3_of_4‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.09399586170911789 ;"Purity/0FRt2SRqqt0FBt/event_purity‚0.059841178357601166 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.024880383163690567 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.18125000596046448 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 *jet/accuracy_1_of_2‚0.5802744626998901 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.2083333432674408 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9833333492279053 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.0416666679084301 8"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.369617223739624 *jet/accuracy_1_of_4‚0.6675823926925659 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5084033608436584 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9588709473609924 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.025216706097126007 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.4790980815887451 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.17424243688583374 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.05445451661944389 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.10000000149011612 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.4103805124759674 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.4313252568244934 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.4689527750015259 ;"Purity/1FRt0SRqqt0FBt/event_purity‚0.036132797598838806 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.09284083545207977 jet/accuracy_3_of_4‚0 jet/accuracy_4_of_4‚0 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8023018836975098 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15337172150611877 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 5 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.15040323138237 (loss/val_total_loss‚21.9281243232327 8"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.538306474685669 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 +jet/accuracy_2_of_3‚0.23837843537330627SN#wH‘ë‚(:† ¸¡ŠÓµÓ gpu.0.gpu‚88.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚351.393' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚70.2786 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0iÎóPÜì‚(:Ñ ¸¡ŠÓàÌè network.sent‚ 2.090496e+06 disk.sda1.in‚0 disk.rbd4.out‚0 network.recv‚202539 disk.sda3.out‚26.34375# proc.memory.rssMB‚ 2563.31640625 disk.sda3.in‚18628.92578125 disk.dm-1.in‚18628.92578125 proc.cpu.threads‚17 disk.sda2.in‚0$ memory_percent‚88.11284701029459) proc.memory.availableMB‚ 2921.38671875 disk.dm-1.out‚26.34375 disk.sda.out‚26.34375% disk.nvme0c0n1.in‚499627.23046875 disk.sda1.out‚0 disk.rbd4.in‚0) disk./.usagePercent‚75.85738718045505 disk.rbd1.in‚0 disk.sda.in‚18628.92578125' disk.nvme0c0n1.out‚33334.2314453125 disk.dm-0.in‚499627.23046875 disk.sda2.out‚0$ disk./.usageGB‚1130.313144683838 disk.rbd1.out‚0 disk.rbd3.in‚0 disk.rbd3.out‚0# disk.nvme0n1.in‚499627.23046875% disk.nvme0n1.out‚33334.2314453125* proc.memory.percent‚10.430161158243816 cpu‚24.829535578692624" disk.dm-0.out‚33334.2314453125\z¤œí‚(:‘ Ç¡ŠÓñó™ gpu.0.gpu‚96.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚289.83' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚57.965999999999994 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ùž9äî‚(:Ù Ç¡ŠÓŸ”ª( proc.memory.availableMB‚ 2921.1953125$ disk./.usageGB‚1130.313144683838 disk.rbd3.in‚0 disk.sda.out‚ 26.6484375 disk.sda3.in‚18628.92578125 disk.sda3.out‚ 26.6484375 network.recv‚204474% disk.nvme0c0n1.in‚504612.15234375 disk.rbd1.in‚0& disk.nvme0n1.out‚33334.75830078125 disk.dm-1.out‚ 26.6484375# proc.memory.rssMB‚ 2563.31640625 cpu‚24.834207836400328 disk.dm-0.in‚504612.15234375 disk.sda1.in‚0* proc.memory.percent‚10.430161158243816# disk.nvme0n1.in‚504612.15234375# disk.dm-0.out‚33334.75830078125 disk.sda2.out‚0 disk.sda1.out‚0$ memory_percent‚88.11362584431967( disk.nvme0c0n1.out‚33334.75830078125 disk.sda2.in‚0) disk./.usagePercent‚75.85738718045505 disk.rbd3.out‚0 disk.rbd4.out‚0 proc.cpu.threads‚17 network.sent‚ 2.141821e+06 disk.rbd1.out‚0 disk.sda.in‚18628.92578125 disk.rbd4.in‚0 disk.dm-1.in‚18628.92578125Ì›Þã’ï‚(:‡ Ö¡ŠÓך³ gpu.0.gpu‚97.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚287.067' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚57.4134 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0Uè÷¡ð‚(:Ù Ö¡ŠÓÚà disk.sda2.in‚0 disk.sda1.out‚0 disk.sda3.out‚ 26.76171875 disk.dm-1.out‚ 26.76171875 disk.sda.out‚ 26.76171875 disk.sda2.out‚0 network.sent‚ 2.144047e+06) disk./.usagePercent‚75.85713219317391( disk.nvme0c0n1.out‚34370.22705078125 disk.rbd3.out‚0" disk.nvme0n1.in‚508742.9921875* proc.memory.percent‚10.430161158243816 disk.sda3.in‚ 192çƒRÙC30.1796875 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.sda.in‚ 19230.1796875% disk./.usageGB‚1130.3093452453613$ memory_percent‚88.11469078063965 cpu‚24.839291048113694 proc.cpu.threads‚17 disk.rbd4.out‚0 disk.rbd3.in‚0& disk.nvme0n1.out‚34370.22705078125) proc.memory.availableMB‚ 2920.93359375# disk.dm-0.out‚34370.22705078125 disk.sda1.in‚0 disk.rbd4.in‚0 network.recv‚205487$ disk.nvme0c0n1.in‚508742.9921875 disk.dm-0.in‚508743.00390625 disk.dm-1.in‚ 19230.1796875# proc.memory.rssMB‚ 2563.31640625á\œñ‚(:‘ å¡ŠÓ¥™ gpu.0.gpu‚54.0 gpu.0.memory‚17+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚231.36' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚46.272000000000006 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0/"%ZÖò‚(:Ë å¡ŠÓšƒÓ disk.dm-1.out‚ 26.9296875 disk.nvme0n1.in‚ 514395.34375$ memory_percent‚88.11469078063965* proc.memory.percent‚10.430161158243816 network.sent‚ 2.146301e+06% disk./.usageGB‚1130.3094024658203 disk.sda1.out‚0 disk.rbd4.out‚0 disk.sda.out‚ 26.9296875) proc.memory.availableMB‚ 2920.93359375 cpu‚24.84459847013087) disk./.usagePercent‚75.85713603334382 disk.sda3.out‚ 26.9296875 disk.rbd1.out‚0 disk.rbd3.in‚0 disk.rbd3.out‚0% disk.nvme0n1.out‚34371.0205078125' disk.nvme0c0n1.out‚34371.0205078125 proc.cpu.threads‚17 disk.sda1.in‚0 disk.rbd1.in‚0 disk.sda2.out‚0 disk.sda3.in‚ 19230.1796875 disk.dm-1.in‚ 19230.1796875# proc.memory.rssMB‚ 2563.31640625" disk.nvme0c0n1.in‚ 514395.34375 disk.sda2.in‚0 disk.rbd4.in‚0 disk.sda.in‚ 19230.1796875 network.recv‚206792 disk.dm-0.in‚ 514394.71875" disk.dm-0.out‚34371.0205078125Ë…o›ó‚(: ô¡ŠÓ÷Å[ gpu.0.gpu‚91.0 gpu.0.memory‚27+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚301.739' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚60.34779999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0éØc'äô‚(:Ù ô¡ŠÓ¼ö network.sent‚ 2.14851e+06 disk.rbd1.out‚0$ memory_percent‚88.11491330464682# proc.memory.rssMB‚ 2563.31640625# disk.nvme0n1.in‚520100.70703125& disk.nvme0n1.out‚34371.88037109375 disk.sda2.in‚0 disk.sda1.in‚0 disk.sda3.in‚ 19230.1796875* proc.memory.percent‚10.430161158243816 cpu‚24.84907459421595 disk.sda.in‚ 19230.1796875# disk.dm-0.out‚34371.88037109375 disk.rbd3.in‚0 disk.rbd3.out‚0( disk.nvme0c0n1.out‚34371.88037109375% disk./.usageGB‚1130.3093452453613 disk.sda.out‚ 27.08984375% disk.nvme0c0n1.in‚520100.70703125 disk.sda2.out‚0 disk.sda1.out‚0 disk.rbd4.out‚0 disk.sda3.out‚ 27.08984375 disk.rbd1.in‚0 disk.dm-1.in‚ 19230.1796875 proc.cpu.threads‚17 network.recv‚207681 disk.dm-0.in‚520100.70703125 disk.rbd4.in‚0 disk.dm-1.out‚ 27.08984375) proc.memory.availableMB‚ 2920.87890625) disk./.usagePercent‚75.85713219317391†¹…Ô2õ- _wandbruntime‚1599  _runtime‚1599ìá$<¹6ö³m 7validation_average_jet_accuracy‚0.20602849125862122 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.20564515888690948 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.11462360620498657 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.20952382683753967 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.33774757385253906 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.15524297952651978 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.2291666716337204 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3474999964237213 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.2854437232017517 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.2198067605495453 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 +jet/accuracy_2_of_2‚0.06692294776439667 _step‚84 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.3681507110595703 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 +jet/accuracy_3_of_3‚0.01583930104970932 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.1666666716337204 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.005035396199673414 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.29246410727500916 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.041541554033756256 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.03512107580900192 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.07968872785568237 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.19545455276966095 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.02033492736518383 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.34850847721099854 particle/accuracy_3_of_4‚1 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.18899521231651306 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.2864435613155365 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.046481892466545105 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 particle/accuracy_4_of_4‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 % _timestamp‚1.7848445414812968e+09 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.033063337206840515 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.1666666716337204 7 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.0754019170999527 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015846630558371544 particle/accuracy_2_of_2‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9305555820465088 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.31467390060424805 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.23863637447357178 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.004875590093433857 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4357143044471741 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.08514492958784103 'particle/f_score‚0.5680474042892456 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.3704843521118164 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.2082291692495346 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8"Purity/*FRt0SRqqt2FBt/event_purity‚0.639285683631897 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.07694414258003235 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.1517094075679779 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.04357190057635307 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.15469786524772644 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8194444179534912 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.34737154841423035 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.1977357268333435 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.04065358638763428 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.07546505331993103 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.19545455276966095 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.3891456723213196 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.3121212124824524 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_2_of_4‚1 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.39193934202194214 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 +particle/sensitivity‚0.5595048666000366 epoch‚20 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.07947352528572083 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9829144477844238 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 (loss/val_total_loss‚18.9141599362579 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.010638297535479069 particle/accuracy_3_of_3‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 trainer/global_step‚839 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9365079402923584 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.04821327328681946 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.2134045958518982 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.4140479266643524 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.34850847721099854 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.04707792401313782 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0729166716337204 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.1510416567325592 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6293649077415466 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8008450269699097 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6764705777168274 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.04853755235671997 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.15367664396762848 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.4183262586593628 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.3541666865348816 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.045608945190906525 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9820492267608643 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 *jet/accuracy_1_of_2‚0.5574157238006592 particle/accuracy_1_of_1‚1 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.45917338132858276 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6064516305923462 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9756786823272705 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.35248446464538574 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.44703125953674316 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.10258138924837112 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.20000000298023224 ) Purity/*FRt*SRqqt2FBt/FRt_purity‚0.25 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9565476179122925 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.418382853269577 $particle/accuracy‚0.818603515625 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.29162681102752686 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.21875 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.3376980125904083 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.34851834177970886 *jet/accuracy_1_of_3‚0.7094307541847229 *jet/accuracy_1_of_4‚0.7445055246353149 particle/accuracy_1_of_2‚1 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.15473195910453796 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.22186148166656494 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8730158805847168 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.04357190057635307 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.1967741847038269 +particle/specificity‚0.8888098001480103 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.14169953763484955 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.020587075501680374 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8445209264755249 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.2083333432674408 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 *jet/accuracy_2_of_3‚0.2700570523738861 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3095238208770752 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 ) Purity/*FRt0SRqqt2FBt/FRt_purity‚0.25 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9510752558708191 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.4525333046913147 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 jet/accuracy_4_of_4‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.2083333432674408 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9764451384544373 _runtime‚1599.484894847 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.13750000298023224 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.39529913663864136 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.2934889793395996 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 particle/accuracy_2_of_3‚1 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.35248446464538574 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.23863637447357178 jet/accuracy_3_of_4‚0 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.19767488539218903 +jet/accuracy_2_of_4‚0.22252747416496277 particle/accuracy_1_of_3‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 6"Purity/0FRt*SRqqt0FBt/event_purity‚0.3201884329319 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9698535799980164 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.0625 +jet/accuracy_1_of_1‚0.16424277424812317 particle/accuracy_1_of_4‚1ÈE$½6÷·m particle/accuracy_1_of_2‚1 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.15473195910453796 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.22186148166656494 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8730158805847168 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.04357190057635307 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.1967741847038269 +particle/specificity‚0.8888098001480103 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.14169953763484955 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.020587075501680374 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8445209264755249 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.2083333432674408 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 *jet/accuracy_2_of_3‚0.2700570523738861 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3095238208770752 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 ) Purity/*FRt0SRqqt2FBt/FRt_purity‚0.25 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9510752558708191 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.4525333046913147 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 jet/accuracy_4_of_4‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.2083333432674408 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9764451384544373 _runtime‚1599.484894847 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.13750000298023224 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.39529913663864136 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.2934889793395996 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 particle/accuracy_2_of_3‚1 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.35248446464538574 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.23863637447357178 jet/accuracy_3_of_4‚0 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.19767488539218903 +jet/accuracy_2_of_4‚0.22252747416496277 particle/accuracy_1_of_3‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 6"Purity/0FRt*SRqqt0FBt/event_purity‚0.3201884329319 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9698535799980164 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.0625 +jet/accuracy_1_of_1‚0.16424277424812317 particle/accuracy_1_of_4‚1 7validation_average_jet_accuracy‚0.20602849125862122 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.20564515888690948 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.11462360620498657 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.20952382683753967 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.33774757385253906 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.15524297952651978 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.2291666716337204 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3474999964237213 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.2854437232017517 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.2198067605495453 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 +jet/accuracy_2_of_2‚0.06692294776439667 _step‚84 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.3681507110595703 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 +jet/accuracy_3_of_3‚0.01583930104970932 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.1666666716337204 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.005035396199673414 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.29246410727500916 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ;"Purity/*FRt0SRqqt0FBt/event_purity‚0.041541554033756256 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.03512107580900192 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.07968872785568237 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.19545455276966095 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.02033492736518383 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.34850847721099854 particle/accuracy_3_of_4‚1 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.18899521231651306 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.2864435613155365 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.046481892466545105 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 particle/accuracy_4_of_4‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 % _timestamp‚1.7848445414812968e+09 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.033063337206840515 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.1666666716337204 7 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.0754019170999527 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.015846630558371544 particle/accuracy_2_of_2‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9305555820465088 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 :"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.31467390060424805 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.23863637447357178 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.004875590093433857 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4357143044471741 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.08514492958784103 'particle/f_score‚0.5680474042892456 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.3704843521118164 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.2082291692495346 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8"Purity/*FRt0SRqqt2FBt/event_purity‚0.639285683631897 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.07694414258003235 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.1517094075679779 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.04357190057635307 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.15469786524772644 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8194444179534912 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.34737154841423035 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.1977357268333435 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.04065358638763428 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.07546505331993103 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.19545455276966095 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.3891456723213196 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.3121212124824524 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_2_of_4‚1 :"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.39193934202194214 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 +particle/sensitivity‚0.5595048666000366 epoch‚20 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.07947352528572083 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9829144477844238 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 (loss/val_total_loss‚18.9141599362579 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.010638297535479069 particle/accuracy_3_of_3‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 trainer/global_step‚839 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9365079402923584 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.04821327328681946 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.2134045958518982 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.4140479266643524 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.34850847721099854 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.04707792401313782 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0729166716337204 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.1510416567325592 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6293649077415466 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8008450269699097 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.6764705777168274 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.04853755235671997 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.15367664396762848 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.4183262586593628 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.3541666865348816 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.045608945190906525 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9820492267608643 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 *jet/accuracy_1_of_2‚0.5574157238006592 particle/accuracy_1_of_1‚1 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.45917338132858276 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6064516305923462 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9756786823272705 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.35248446464538574 :"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.44703125953674316 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.10258138924837112 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.20000000298023224 ) Purity/*FRt*SRqqt2FBt/FRt_purity‚0.25 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9565476179122925 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.418382853269577 $particle/accuracy‚0.818603515625 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.29162681102752686 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.21875 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.3376980125904083 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.34851834177970886 *jet/accuracy_1_of_3‚0.7094307541847229 *jet/accuracy_1_of_4‚0.7445055246353149T=fÛº›ø‚(: ƒ¢ŠÓôØ gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚39.0 gpu.0.powerWatts‚101.724' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚20.344800000000003 gpu.0.smClock‚1275 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0Í‚¾Cù‚(:Ð ƒ¢ŠÓ©“” network.sent‚ 2.15073e+06 disk.rbd1.in‚0$ memory_percent‚95.47969500223795! proc.memory.rssMB‚ 3534.171875 network.recv‚208903 disk.rbd4.out‚0 disk.dm-1.in‚ 19230.1796875 disk.nvme0n1.in‚ 524331.8125 disk.sda2.in‚0) disk./.usagePercent‚75.92471099098968% disk./.usageGB‚1131.3163032531738 disk.rbd4.in‚0 disk.sda3.in‚ 19230.1796875 disk.rbd1.out‚0 disk.dm-0.in‚524331.81640625 disk.dm-1.out‚ 27.42578125 disk.sda1.in‚0 cpu‚24.855554701888902 disk.sda.in‚ 19230.1796875 disk.sda.out‚ 27.42578125! disk.nvme0c0n1.in‚ 524331.8125( disk.nvme0c0n1.out‚34503.35693359375* proc.memory.percent‚14.380582173665365 disk.rbd3.in‚0& disk.nvme0n1.out‚34503.35693359375 disk.sda2.out‚0 disk.sda3.out‚ 27.425 )`˜78125 disk.rbd3.out‚0# disk.dm-0.out‚34479.60693359375 disk.sda1.out‚0) proc.memory.availableMB‚ 1110.91015625 proc.cpu.threads‚17þü[/ú‚(:„ ’¢ŠÓƒª= gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚293.28' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚58.656 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¢õ.\Þû‚(:Ó ’¢ŠÓÏض network.sent‚ 2.201944e+06) disk./.usagePercent‚75.85714038553637 disk.rbd4.in‚0 disk.dm-1.out‚ 27.76171875 disk.rbd1.out‚0 disk.rbd3.in‚0# disk.dm-0.out‚36697.54052734375 cpu‚24.84269911402884 disk.sda3.in‚ 19982.65625 disk.dm-0.in‚527950.10546875) proc.memory.availableMB‚ 2921.85546875# proc.memory.rssMB‚ 2564.63671875) proc.memory.percent‚10.43553352355957 proc.cpu.threads‚17 disk.rbd1.in‚0 disk.sda2.in‚0% disk.nvme0c0n1.in‚527950.23046875 network.recv‚210993 disk.rbd4.out‚0 disk.sda3.out‚ 27.76171875 disk.sda.in‚ 19982.65625 disk.sda.out‚ 27.76171875 disk.sda1.out‚0& disk.nvme0n1.out‚36697.54052734375 disk.sda2.out‚0$ memory_percent‚88.11093966166177 disk.sda1.in‚0 disk.dm-1.in‚ 19982.65625( disk.nvme0c0n1.out‚36697.54052734375% disk./.usageGB‚1130.3094673156738 disk.rbd3.out‚0# disk.nvme0n1.in‚527950.23046875<ø¼Ù2ü- _wandbruntime‚1622  _runtime‚1622%Ì…Åý¿ & lr-AdamW/pg2‚7.441611077886174e-05 trainer/global_step‚849 % _timestamp‚1.7848445644518085e+09 _runtime‚1622.454512571 _step‚85 & lr-AdamW/pg1‚7.441611077886174e-05ø‚ ¿Éþà trainer/global_step‚849 % _timestamp‚1.7848445644518085e+09 _runtime‚1622.454512571 _step‚85 & lr-AdamW/pg1‚7.441611077886174e-05 & lr-AdamW/pg2‚7.441611077886174e-05UH%“2ÿ- _wandbruntime‚1622  _runtime‚16222!MJÜ'€ÖO TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 886536721920 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚7384660 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚68254809970176 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚245730632281088 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚4884868 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚67134006769664 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚244842723964928 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚244842723964928 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚244745278885200 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚245631685139139 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚245729260686848 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 885036214853 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚248 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 886536721920 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 887882142720 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚7384654 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 402596352 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚15314136 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚243 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚7384654 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚68255212566528 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 $ _timestamp‚1.784844564453093e+09 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚244842750138368 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚34505216 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚245730632281088 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2269175 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚244745304313168 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚2615445 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚67133638678528 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 trainer/global_step‚849 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1121205796864 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚245729260686848 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚4884620 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚15304096 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚7384660 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 886380825971 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚7919442 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚244842750138368 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚34505216 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚245730632281088 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2269175 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚244745304313168 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚2615445 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚67133638678528 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 trainer/global_step‚849 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1121205796864 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚245729260686848 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚4884620 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚15304096 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚7384660 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 886380825971 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚7919442 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 BDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚7384660 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚68254809970176 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚245730632281088 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚4884868 dQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚67134006769664 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚244842723964928 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚244842723964928 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚244745278885200 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚245631685139139 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚245729260686848 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 885036214853 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚248 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 886536721920 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 887882142720 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚7384654 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 402596352 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚15314136 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚243 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0V^?2‚- _wandbruntime‚1623  _runtime‚1623qäGNç&ƒáM WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚245911507714667 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚246010564086784 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚7938572 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚68335123044352 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚2618445 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚68334720455168 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 % _timestamp‚1.7848445659544902e+09 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚7938572 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚245121633255424 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2271820 _runtime‚1623.957550324 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚254 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚245910137675469 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 887559229952 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚4890514 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 887401627723 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 trainer/global_step‚849 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 888904657920 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚7393027 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 887559229952 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚245121659428864 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚245024080658976 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚245121659428864 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚245121633255424 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1122529908736 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚15321545 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚15321545 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚15331599 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1122495410688 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚7393027 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚2271815 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 EDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚7928524 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 402589184 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚245024106086944 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚246010564086784 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚15331599 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚34498048 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚4890260 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚7393021 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚2618694 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚67212225044480 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 886057016493 _step‚87 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚4890514 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 887401627723 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 trainer/global_step‚849 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 888904657920 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚7393027 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 TCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 887559229952 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚245121659428864 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚245024080658976 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚245121659428864 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚245121633255424 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1122529908736 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚15321545 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚15321545 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚15331599 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1122495410688 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚7393027 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚2271815 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 EDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚7928524 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 402589184 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚245024106086944 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚246010564086784 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚15331599 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚34498048 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚4890260 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚7393021 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚2618694 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚67212225044480 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 886057016493 _step‚87 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 F Ó’ˆ‚(:‡ ¡¢ŠÓÜèÏ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚305.996' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚61.1992 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0TGvȉ‚(:½ ¡¢ŠÓ˜‹¿ proc.cpu.threads‚17 disk.rbd4.in‚0 disk.sda3.out‚27.96875 disk.rbd1.in‚0# proc.memory.rssMB‚ 2564.63671875$ disk.nvme0c0n1.in‚531804.6328125 disk.sda2.in‚0) proc.memory.availableMB‚ 2921.87890625 disk.sda1.in‚0 disk.sda2.out‚0 disk.sda3.in‚ 19982.65625$ memory_percent‚88.11084429423013) disk./.usagePercent‚75.85714422570626% disk.nvme0c0n1.out‚36697.84765625 disk.dm-1.out‚27.96875" disk.nvme0n1.in‚531804.6328125# disk.nvme0n1.out‚36697.84765625 disk.sda.out‚27.96875) proc.memory.percent‚10.43553352355957 disk.sda.in‚ 19982.65625 cpu‚24.8472525806082 network.sent‚ 2.204191e+06 network.recv‚212316 disk.sda1.out‚0 disk.rbd4.out‚0 disk.dm-1.in‚ 19982.65625 disk.rbd1.out‚0 disk.rbd3.out‚0% disk./.usageGB‚1130.3095245361328 disk.dm-0.in‚531804.6328125 disk.dm-0.out‚36697.84765625 disk.rbd3.in‚0g̨žŠ‚(:“ ¯¢ŠÓÔÕÙÜ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚296.776' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚59.355199999999996 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0‡ <Íâ‹‚(:× °¢ŠÓк× disk.rbd4.in‚0 disk.sda3.in‚19982.68359375 disk.rbd3.in‚0 disk.rbd3.out‚0% disk.nvme0n1.out‚36701.9208984375' disk.nvme0c0n1.out‚36701.9208984375 proc.cpu.threads‚17% disk./.usageGB‚1130.3094444274902 disk.rbd1.out‚0# proc.memory.rssMB‚ 2564.63671875) disk./.usagePercent‚75.85713884946841 disk.sda1.out‚0 disk.rbd4.out‚0# disk.nvme0n1.in‚536084.32421875 disk.sda.out‚ 28.1796875 disk.dm-1.out‚ 28.1796875 disk.sda2.out‚0$ memory_percent‚88.11144828796387 disk.dm-0.in‚536084.32421875 disk.dm-1.in‚19982.68359375% disk.nvme0c0n1.in‚536084.32421875 disk.rbd1.in‚0 disk.sda2.in‚0) proc.memory.percent‚10.43553352355957 network.recv‚214201 disk.sda.in‚19982.68359375 network.sent‚ 2.262492e+06 disk.sda1.in‚0 disk.sda3.out‚ 28.1796875" disk.dm-0.out‚36701.9208984375) proc.memory.availableMB‚ 2921.73046875 cpu‚24.851758773242835­;¸³“Œ‚(:ˆ ¾¢ŠÓˆžäÜ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚298.962' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚59.7924 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0í®žç‚(:Ü ¿¢ŠÓôŒÞ) disk./.usagePercent‚75.77102867178883 disk.sda.in‚19982.68359375 disk.sda1.out‚0 disk.dm-1.in‚19982.68359375 disk.rbd1.in‚0) proc.memory.availableMB‚ 2921.73828125) proc.memory.percent‚10.43553352355957 disk.rbd3.out‚0# disk.nvme0n1.in‚538006.04296875% disk.nvme0c0n1.in‚538006.04296875 disk.dm-0.in‚538006.04296875 disk.dm-1.out‚ 31.09765625# proc.memory.rssMB‚ 2564.63671875 network.recv‚215329 disk.sda2.in‚0 disk.sda2.out‚0 disk.rbd4.out‚0 cpu‚24.85627524703244 disk.rbd3.in‚0 disk.sda1.in‚0 disk.rbd1.out‚0# disk.dm-0.out‚36714.35107421875& disk.nvme0n1.out‚36714.35107421875 disk.rbd4.in‚0$ memory_percent‚88.11141649881998 network.sent‚ 2.264756e+06% disk./.usageGB‚1129.0263595581055 proc.cpu.threads‚17 disk.sda.out‚ 31.09765625( disk.nvme0c0n1.out‚36714.35107421875 disk.sda3.in‚19982.68359375 disk.sda3.out‚ 31.09765625ü@Z’Ž‚(:‡ ΢ŠÓñ­Ñ gpu.0.gpu‚98.0 gpu.0.memory‚31+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚47.0 gpu.0.powerWatts‚149.534' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚29.9068 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0xIÍ‚(: ΢ŠÓŠì½ disk.rbd3.out‚0 disk.sda.in‚ 20787.953125 cpu‚24.864378270382836) disk./.usagePercent‚75.77103379201534 disk.rbd4.out‚0 disk.sda3.in‚ 20787.953125# proc.memory.rssMB‚ 2564.63671875) proc.memory.percent‚10.43553352355957) proc.memory.availableMB‚ 2921.71484375 disk.nvme0n1.in‚ 539309.6875& disk.nvme0n1.out‚36782.54248046875$ memory_percent‚88.11151186625162 network.sent‚ 2.266967e+06( disk.nvme0c0n1.out‚36782.54248046875 disk.sda1.out‚0 disk.dm-1.in‚ 20787.953125 disk.dm-1.out‚33.34375 disk.sda.out‚33.34375! disk.nvme0c0n1.in‚ 539309.6875 disk.sda3.out‚33.34375 network.recv‚216264 disk.sda2.in‚0 disk.dm-0.in‚ 539309.6875# disk.dm-0.out‚36782.54248046875% disk./.usageGB‚1129.0264358520508 disk.sda2.out‚0 disk.sda1.in‚0 disk.rbd1.out‚0 proc.cpu.threads‚17 disk.rbd4.in‚0 disk.rbd1.in‚0 disk.rbd3.in‚0µ÷8T2- _wandbruntime‚1680  _runtime‚1680¤’]Ÿ+7‘¥n *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.14374999701976776 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3199404776096344 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0032574674114584923 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt2SRqqt0FBt/event_purity‚0.0358550027012825 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9772727489471436 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.16593749821186066 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9833333492279053 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.09848983585834503 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9876543283462524 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.3396199643611908 *loss/val_total_loss‚18.520611249111596 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt2SRqqt0FBt/event_purity‚0.0842314213514328 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 +jet/accuracy_2_of_2‚0.07258597761392593 particle/accuracy_3_of_4‚1 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.16488486528396606 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.3180161714553833 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.09825319796800613 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 +particle/specificity‚0.8946077823638916 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5388104915618896 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.05249406397342682 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9591397643089294 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.035406697541475296 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.02151300199329853 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.23863637447357178 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 _runtime‚1680.171440745 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.2083333432674408 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.3180621862411499 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_1_of_1‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.055969733744859695 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.02637411281466484 )jet/accuracy_1_of_4‚0.634615421295166 particle/accuracy_2_of_3‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.14772728085517883 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.025683054700493813 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.3396739065647125 +jet/accuracy_2_of_3‚0.22903263568878174 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0033797670621424913 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 +jet/accuracy_3_of_3‚0.01583930104970932 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9857805967330933 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.13636364042758942 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9901961088180542 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.5250399112701416 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.14772728085517883 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.45085471868515015 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 , Purity/0FRt*SRqqt2FBt/FBt_purity‚0.96875 7"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.47979936003685 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 _step‚89 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7666666507720947 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.1665322482585907 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.4316770136356354 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.023337651044130325 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.23863637447357178 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6559139490127563 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.22127015888690948 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 epoch‚21 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.47370463609695435 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.42497557401657104 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 8"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.318073570728302 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.10897436738014221 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6904761791229248 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.1666666716337204 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.03564963489770889 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.20000000298023224 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.0625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.05482952296733856 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.1666666716337204 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.181547611951828 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.1041666641831398 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.03409454971551895 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.03081914782524109 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 /particle/accuracy_4_of_4‚0.9258241653442383 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.42847979068756104 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.05136279761791229 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.1428571492433548 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.18268397450447083 +jet/accuracy_2_of_4‚0.25824177265167236 jet/accuracy_3_of_4‚0 trainer/global_step‚879 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.2421252429485321 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.09299516677856445 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.4166666865348816 )jet/accuracy_1_of_1‚0.183048278093338 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.15372946858406067 8"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.413429319858551 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 jet/accuracy_4_of_4‚0 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.43480920791625977 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.10507329553365707 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.24077196419239044 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.42878538370132446 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8015733957290649 +"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.25 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9523809552192688 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.11447401344776154 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.4702697992324829 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.42878538370132446 particle/accuracy_2_of_4‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.4675791263580322 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.4377642273902893 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9858046174049377 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.39627623558044434 'particle/f_score‚0.5724458694458008 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.08225108683109283 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.09597856551408768 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.03000449761748314 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9654761552810669 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 6 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.976190447807312 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.060185182839632034 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9886363744735718 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 particle/accuracy_3_of_3‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.3187798857688904 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.19384057819843292 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.0960150733590126 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 particle/accuracy_1_of_3‚1 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.034809645265340805 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.06466124206781387 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 particle/accuracy_2_of_2‚1 %particle/accuracy‚0.8226318359375 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6342417001724243 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.33739179372787476 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.03081914782524109 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.23125000298023224 particle/accuracy_1_of_2‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.2083333432674408 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 +particle/sensitivity‚0.5570386648178101 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.02938305214047432 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8958333730697632 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.1666666716337204 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 7validation_average_jet_accuracy‚0.22236023843288422 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.5308185815811157 *jet/accuracy_1_of_2‚0.5837466716766357 % _timestamp‚1.7848446221662374e+09 8"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.413135290145874 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.1666666716337204 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.4835967421531677 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 )jet/accuracy_1_of_3‚0.714892566204071 particle/accuracy_1_of_4‚1 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1çÇߘ>’©n 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.1666666716337204 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.4835967421531677 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 )jet/accuracy_1_of_3‚0.714892566204071 particle/accuracy_1_of_4‚1 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.14374999701976776 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3199404776096344 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 <"Purity/1FRt1SRqqt*FBt/event_purity‚0.0032574674114584923 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt2SRqqt0FBt/event_purity‚0.0358550027012825 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9772727489471436 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.16593749821186066 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9833333492279053 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9&PK+¢qñ0urity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.09848983585834503 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9876543283462524 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.3396199643611908 *loss/val_total_loss‚18.520611249111596 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt2SRqqt0FBt/event_purity‚0.0842314213514328 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 +jet/accuracy_2_of_2‚0.07258597761392593 particle/accuracy_3_of_4‚1 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.16488486528396606 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.3180161714553833 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.09825319796800613 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 +particle/specificity‚0.8946077823638916 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5388104915618896 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.05249406397342682 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9591397643089294 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.035406697541475296 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.02151300199329853 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.23863637447357178 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 _runtime‚1680.171440745 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.2083333432674408 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.3180621862411499 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_1_of_1‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.055969733744859695 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.02637411281466484 )jet/accuracy_1_of_4‚0.634615421295166 particle/accuracy_2_of_3‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.14772728085517883 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.025683054700493813 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.3396739065647125 +jet/accuracy_2_of_3‚0.22903263568878174 <"Purity/1FRt1SRqqt0FBt/event_purity‚0.0033797670621424913 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 +jet/accuracy_3_of_3‚0.01583930104970932 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9857805967330933 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.13636364042758942 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9901961088180542 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.5250399112701416 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.14772728085517883 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.45085471868515015 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 , Purity/0FRt*SRqqt2FBt/FBt_purity‚0.96875 7"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.47979936003685 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 _step‚89 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7666666507720947 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.1665322482585907 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.4316770136356354 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.023337651044130325 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.23863637447357178 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6559139490127563 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.22127015888690948 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 epoch‚21 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.47370463609695435 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.42497557401657104 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 8"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.318073570728302 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.10897436738014221 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6904761791229248 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.1666666716337204 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.03564963489770889 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.20000000298023224 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.0625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.05482952296733856 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.1666666716337204 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.181547611951828 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.1041666641831398 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.03409454971551895 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.03081914782524109 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 /particle/accuracy_4_of_4‚0.9258241653442383 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.42847979068756104 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.05136279761791229 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.1428571492433548 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.18268397450447083 +jet/accuracy_2_of_4‚0.25824177265167236 jet/accuracy_3_of_4‚0 trainer/global_step‚879 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.2421252429485321 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.09299516677856445 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.4166666865348816 )jet/accuracy_1_of_1‚0.183048278093338 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.15372946858406067 8"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.413429319858551 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 jet/accuracy_4_of_4‚0 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.43480920791625977 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.10507329553365707 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.24077196419239044 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.42878538370132446 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8015733957290649 +"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.25 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9523809552192688 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.11447401344776154 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.4702697992324829 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.42878538370132446 particle/accuracy_2_of_4‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.4675791263580322 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.4377642273902893 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9858046174049377 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.39627623558044434 'particle/f_score‚0.5724458694458008 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.08225108683109283 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.09597856551408768 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.03000449761748314 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9654761552810669 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 6 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.976190447807312 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 9 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.060185182839632034 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9886363744735718 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 particle/accuracy_3_of_3‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.3187798857688904 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.19384057819843292 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.0960150733590126 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 particle/accuracy_1_of_3‚1 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.034809645265340805 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.06466124206781387 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 particle/accuracy_2_of_2‚1 %particle/accuracy‚0.8226318359375 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6342417001724243 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.33739179372787476 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.03081914782524109 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.23125000298023224 particle/accuracy_1_of_2‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.2083333432674408 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 +particle/sensitivity‚0.5570386648178101 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.02938305214047432 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8958333730697632 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.1666666716337204 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 7validation_average_jet_accuracy‚0.22236023843288422 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.5308185815811157 *jet/accuracy_1_of_2‚0.5837466716766357 % _timestamp‚1.7848446221662374e+09 8"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.413135290145874Y½Ð¤?’“‚(:‡ Ý¢ŠÓè¦Ç gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚308.672' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚61.7344 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0mL‰ËÞ”‚(:Ó Ý¢ŠÓ·µ proc.cpu.threads‚17% disk./.usageGB‚1129.0717086791992 disk.sda1.in‚0 disk.rbd1.out‚0$ disk.nvme0c0n1.in‚540344.8984375# proc.memory.rssMB‚ 2564.63671875# disk.dm-0.out‚39091.90283203125( disk.nvme0c0n1.out‚39091.90283203125 disk.dm-0.in‚540344.8984375 disk.sda2.out‚0 disk.rbd1.in‚0" disk.nvme0n1.in‚540344.8984375 network.sent‚ 2.269304e+06) disk./.usagePercent‚75.77407213443745 disk.sda.in‚20894.14453125 cpu‚24.851528971906024 network.recv‚217541 disk.sda1.out‚0 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.dm-1.out‚ 33.5546875 disk.rbd3.out‚0) proc.memory.percent‚10.43553352355957 disk.sda3.out‚ 33.5546875 disk.dm-1.in‚20894.14453125$ memory_percent‚88.11162312825522% proc.memory.availableMB‚ 2921.6875 disk.sda2.in‚0 disk.sda3.in‚20894.14453125 disk.rbd3.in‚0& disk.nvme0n1.out‚39091.90283203125 disk.sda.out‚ 33.5546875´1ù¡•‚(:’ 좊Ó¤¥£ gpu.0.gpu‚98.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚144.136' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚28.827199999999998 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0½Û¢œà–‚(:Õ 좊ÓúÒ¯ disk.rbd1.out‚0( proc.memory.availableMB‚ 2921.5546875# proc.memory.rssMB‚ 2564.63671875$ memory_percent‚88.11216354370117% disk./.usageGB‚1129.1949920654297 disk.dm-1.out‚ 33.8671875 disk.rbd3.out‚0" disk.nvme0n1.in‚542179.9140625 cpu‚24.855978768652204( disk./.usagePercent‚75.7823459084851 disk.sda1.out‚0 disk.rbd4.out‚0 disk.rbd3.in‚0 disk.sda.out‚ 33.8671875# disk.dm-0.out‚39137.41845703125& disk.nvme0n1.out‚39137.41845703125) proc.memory.percent‚10.43553352355957 network.sent‚ 2.320878e+06 disk.dm-0.in‚542179.9140625 disk.sda3.in‚20894.14453125 disk.sda3.out‚ 33.8671875 disk.sda2.in‚0 disk.sda2.out‚0 disk.rbd1.in‚0 disk.sda.in‚20894.14453125( disk.nvme0c0n1.out‚39137.41845703125 disk.sda1.in‚0 disk.rbd4.in‚0 disk.dm-1.in‚20894.14453125$ disk.nvme0c0n1.in‚542179.9140625 proc.cpu.threads‚17 network.recv‚219473èÓq2—- _wandbruntime‚1721  _runtime‚1721 á$éŘ¿ _runtime‚1721.228364521 _step‚90 & lr-AdamW/pg1‚6.985174809005048e-05 & lr-AdamW/pg2‚6.985174809005048e-05 trainer/global_step‚899 % _timestamp‚1.7848446632257278e+09Ste¨É™Ã _runtime‚1721.228364521 _step‚90 & lr-AdamW/pg1‚6.985174809005048e-05 & lr-AdamW/pg2‚6.985174809005048e-05 trainer/global_step‚899 % _timestamp‚1.7848446632257278e+09Zj'M2š- _wandbruntime‚1721  _runtime‚1721 c‘êÜ'›ÖO M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚16209390 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚259154034952192 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚72257002113024 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚7815786 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚259154034952192 IDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚303 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚5170737 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚16199350 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 938529637888 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚260092564590080 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 939875058688 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚8393604 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚259050964594992 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚298 _step‚91 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚260093936184320 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚260092564590080 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 408887808 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚259154061125632 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚7815786 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚8383570 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚2402132 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 938285978269 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 BDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚72256593225216 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚71069863601152 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚7815780 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 _runtime‚ 1721.23343258 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2402127 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚2768610 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚259989250573261 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚259987880534175 trainer/global_step‚899 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 936941367151 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚7815780 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚8393604 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184„ˆfœÚO MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 939875058688 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚8393604 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚259050964594992 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚298 _step‚91 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚260093936184320 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚260092564590080 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 408887808 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚259154061125632 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚7815786 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚8383570 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚2402132 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 ]LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 938285978269 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 BDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚72256593225216 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚71069863601152 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚7815780 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 _runtime‚ 1721.23343258 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2402127 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚2768610 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚259989250573261 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚259987880534175 trainer/global_step‚899 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 YHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 936941367151 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚7815780 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚8393604 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚16209390 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚259154034952192 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚72257002113024 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚7815786 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚259154034952192 IDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚303 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚5170737 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚16199350 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 938529637888 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚260092564590080[áú‡#2- _wandbruntime‚1722  _runtime‚1722Ÿ}Úç&žáM UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚2771834 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 B8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚259432944242688 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚259432970416128 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚260372496388608 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚16226853 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 937962168791 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚7824147 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚7824153 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚71148818058240 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚260373867990016 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚71148449967104 % _timestamp‚1.7848446646494403e+09 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 939552145920 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚259329766368768 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚40789504 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚259329740940800 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚16216799 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚5176307 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚72336876328960 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚7824147 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚294 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 939306780021 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚8392652 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚260373867990016 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚72336467448320 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚8402700 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚5176606 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 940897573888 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1188017481216 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚8402700 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚2771540 trainer/global_step‚899 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚16216799 FDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 EDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 PDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 EDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 PDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 B8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚259432944242688 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚259432970416128 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚260372496388608 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚16226853 WFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 937962168791 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚7824147 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚7824153 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚71148818058240 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚260373867990016 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚71148449967104 % _timestamp‚1.7848446646494403e+09 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 939552145920 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚259329766368768 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚40789504 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚259329740940800 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚16216799 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚5176307 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚72336876328960 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚7824147 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚294 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 939306780021 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚8392652 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚260373867990016 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚72336467448320 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚8402700 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚5176606 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 940897573888 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1188017481216 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚8402700 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚2771540 trainer/global_step‚899 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823\¥lz/2 - _wandbruntime‚1722  _runtime‚1722çîR¡ú 1loss/SRqqt1/assignment_loss‚1.002161242787948 1loss/SRqqt2/assignment_loss‚1.505164745522845 1loss/SRqqt2/detection_loss‚2.5838947676097463 .loss/FBt1/detection_loss‚1.994776023711477 1loss/FBt2/assignment_loss‚0.12532285820994407 /loss/FRt1/detection_loss‚1.3653763145482636 1loss/SRqqt1/detection_loss‚0.7684484971051988 epoch‚22 trainer/global_step‚899 _runtime‚1722.708829999 0loss/FBt1/assignment_loss‚0.4982541598728858 /loss/FBt2/detection_loss‚1.9053925651439922 &loss/total_loss‚18.691840507054795 _step‚93 /loss/FRt1/assignment_loss‚2.439427341158326 /loss/FRt2/assignment_loss‚3.908490422629603 /loss/FRt2/detection_loss‚0.5951315687545684 $ _timestamp‚1.784844664706574e+098¾E¢þ 1loss/SRqqt1/assignment_loss‚1.002161242787948 1loss/SRqqt2/assignment_loss‚1.505164745522845 1loss/SRqqt2/detection_loss‚2.5838947676097463 .loss/FBt1/detection_loss‚1.994776023711477 1loss/FBt2/assignment_loss‚0.12532285820994407 /loss/FRt1/detection_loss‚1.3653763145482636 1loss/SRqqt1/detection_loss‚0.7684484971051988 epoch‚22 trainer/global_step‚899 _runtime‚1722.708829999 0loss/FBt1/assignment_loss‚0.4982541598728858 /loss/FBt2/detection_loss‚1.9053925651439922 &loss/total_loss‚18.691840507054795 _step‚93 /loss/FRt1/assignment_loss‚2.439427341158326 /loss/FRt2/assignment_loss‚3.908490422629603 /loss/FRt2/detection_loss‚0.5951315687545684 $ _timestamp‚1.784844664706574e+09]N ’£‚(:‡ û¢ŠÓ†Ê¯ gpu.0.gpu‚99.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚177.708' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚35.5416 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0׆Tܤ‚(:Ñ û¢ŠÓ°ø disk.sda1.in‚0# proc.memory.rssMB‚ 2564.63671875) proc.memory.percent‚10.43553352355957 disk.sda2.out‚0 disk.dm-1.in‚20894.14453125 disk.sda1.out‚0 disk.rbd4.in‚0 disk.rbd4.out‚0 proc.cpu.threads‚17 network.sent‚ 2.32314e+06( disk./.usagePercent‚75.7851218392976 disk.rbd1.in‚0 disk.rbd3.out‚0 disk.dm-0.in‚543873.69140625 disk.rbd1.out‚0 disk.rbd3.in‚0 disk.sda.out‚ 34.109375% disk./.usageGB‚1129.2363548278809" disk.dm-0.out‚39139.0634765625 disk.sda2.in‚0$ memory_percent‚88.11224301656088) proc.memory.availableMB‚ 2921.53515625 network.recv‚220699' disk.nvme0c0n1.out‚39139.0634765625 disk.sda3.out‚ 34.109375# disk.nvme0n1.in‚543874.05859375% disk.nvme0n1.out‚39139.0634765625 cpu‚24.86026380881702% disk.nvme0c0n1.in‚543873.81640625 disk.sda3.in‚20894.14453125 disk.dm-1.out‚ 34.109375 disk.sda.in‚20894.14453125Ð&)‘¥‚(:† Š£ŠÓ›þ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚316.002' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚63.2004 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0†Y‚+ݦ‚(:Ò Š£ŠÓÃ…„# proc.memory.rssMB‚ 2564.63671875) disk./.usagePercent‚75.78811665979421 disk.rbd3.in‚0% disk.nvme0n1.out‚39301.9697265625) proc.memory.percent‚10.43553352355957 disk.sda.out‚ 34.43359375 cpu‚24.864329827310026 disk.sda2.out‚0 disk.rbd4.out‚0 disk.sda3.out‚ 34.43359375 disk.rbd1.out‚0 disk.sda.in‚21665.37109375 proc.cpu.threads‚17% disk./.usageGB‚1129.2809791564941# disk.nvme0c0n1.in‚ 544854.421875 disk.sda1.out‚0 disk.rbd1.in‚0 disk.rbd3.out‚0! disk.nvme0n1.in‚ 544854.421875' disk.nvme0c0n1.out‚39301.9697265625" disk.dm-0.out‚39301.9697265625 disk.dm-0.in‚ 544854.421875 disk.sda1.in‚0 disk.dm-1.in‚21665.37109375$ memory_percent‚88.11232248942056' proc.memory.availableMB‚ 2921.515625 network.recv‚222581 disk.sda3.in‚21665.37109375 disk.dm-1.out‚ 34.43359375 network.sent‚ 2.381568e+06 disk.sda2.in‚0 disk.rbd4.in‚0rGA§‚(:’ ™£ŠÓ¤ŸÈ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚307.893' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚61.578599999999994 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0…KAÙ¨‚(:Î ™£ŠÓýûØ disk.sda.in‚21665.37109375 disk.sda.out‚ 34.796875 proc.cpu.threads‚17 disk.sda1.out‚0) disk./.usagePercent‚75.83270666454163" disk.nvme0c0n1.in‚ 545853.28125( disk.nvme0c0n1.out‚39580.21923828125 disk.sda3.out‚ 34.796875 disk.rbd1.in‚0 network.sent‚ 2.383816e+06 disk.dm-1.in‚21665.37109375 disk.rbd1.out‚0$ memory_percent‚88.11335563659668 network.recv‚223858 disk.dm-0.in‚ 545853.28125 disk.nvme0n1.in‚ 545853.28125& disk.nvme0n1.out‚39580.21923828125 disk.sda1.in‚0 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.dm-1.out‚ 34.796875) proc.memory.availableMB‚ 2921.26171875 disk.sda3.in‚21665.37109375# proc.memory.rssMB‚ 2564.63671875 cpu‚24.868498687771915# disk.dm-0.out‚39580.21923828125 disk.rbd3.in‚0 disk.rbd3.out‚0) proc.memory.percent‚10.43553352355957% disk./.usageGB‚1129.9453926086426 disk.sda2.in‚0 disk.sda2.out‚0·øS2©- _wandbruntime‚1760  _runtime‚1760ƒ&äÁ ªám 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.17103885114192963 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.0833333358168602 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 6 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.227489173412323 jet/accuracy_4_of_4‚0 *particle/sensitivity‚0.560834527015686 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +jet/accuracy_1_of_1‚0.14970292150974274 particle/accuracy_1_of_4‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.21653226017951965 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.006691025570034981 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 +jet/accuracy_2_of_2‚0.07027116417884827 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 6 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.988567054271698 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.30124175548553467 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.006493713241070509 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 %particle/accuracy‚0.8150634765625 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9674731492996216 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.17521367967128754 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.2968899607658386 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.02917705476284027 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 epoch‚22 trainer/global_step‚919 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.19718749821186066 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4357143044471741 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9886363744735718 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.3771178722381592 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.3163043260574341 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.021749408915638924 8"Purity/*FRt*SRqqt1FBt/event_purity‚0.630109429359436 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 particle/accuracy_2_of_3‚1 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.2916666865348816 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 (þ Zƒç) Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.08012205362319946 particle/accuracy_1_of_3‚1 7 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.1454545557498932 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.12943346798419952 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9523809552192688 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1895161271095276 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.2988843023777008 ) Purity/1FRt0SRqqt2FBt/FRt_purity‚0.25 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.4052894115447998 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.29425835609436035 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.45917338132858276 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.08876270055770874 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.11099343746900558 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.0833333358168602 -"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3125 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 6 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.973809540271759 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.3405340909957886 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.1927083432674408 particle/accuracy_2_of_2‚1 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.3837835192680359 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.27113527059555054 +jet/accuracy_2_of_4‚0.22252747416496277 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.17063213884830475 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.33131542801856995 6 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.976190447807312 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.2857142686843872 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.07470378279685974 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.2590909004211426 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8079836964607239 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.2916666865348816 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.1710776686668396 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.03136127069592476 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 7 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.1454545557498932 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.19613486528396606 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 *loss/val_total_loss‚18.812160183032287 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.2590909004211426 *jet/accuracy_1_of_4‚0.7390109896659851 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.026263296604156494 *jet/accuracy_1_of_3‚0.7270906567573547 jet/accuracy_3_of_4‚0 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0359719842672348 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 7validation_average_jet_accuracy‚0.19363562762737274 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.3350290358066559 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.17499999701976776 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.20952382683753967 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.14354068040847778 8"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.297741174697876 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.08056557923555374 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 *jet/accuracy_2_of_3‚0.2765505611896515 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7058823704719543 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6726190447807312 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.020587075501680374 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.29898834228515625 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.08371913433074951 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.36752137541770935 particle/accuracy_1_of_1‚1 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.03630698099732399 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9901961088180542 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.11473429948091507 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9891589283943176 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.02033492736518383 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.29880809783935547 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.29898834228515625 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.3229166865348816 +particle/specificity‚0.8839515447616577 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 _runtime‚1760.851382214 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.2750000059604645 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 'particle/f_score‚0.5638705492019653 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.27534589171409607 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3162499964237213 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.03772971034049988 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.16871431469917297 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9876543283462524 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8384968638420105 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.04493747651576996 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6397849321365356 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.17264288663864136 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.2261904776096344 % _timestamp‚1.7848447028483257e+09 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.07580210268497467 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 _step‚94 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.31677019596099854 ) Purity/1FRt*SRqqt2FBt/FRt_purity‚0.25 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 particle/accuracy_3_of_3‚1 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.08367235213518143 *jet/accuracy_1_of_2‚0.5346395373344421 particle/accuracy_3_of_4‚1 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.04327685385942459 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.35248446464538574 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.3979904055595398 particle/accuracy_1_of_2‚1 /particle/accuracy_4_of_4‚0.9615384340286255 , Purity/0FRt*SRqqt2FBt/FBt_purity‚0.96875 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.04707792401313782 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.3454486131668091 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.3837113380432129 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.3107143044471741 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.29254114627838135 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 ,jet/accuracy_3_of_3‚0.009345794096589088 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 + Purity/1FRt0SRqqt1FBt/FRt_purity‚0.3125 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.04821327328681946 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.16930341720581055 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.2984473407268524 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8958333730697632 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 particle/accuracy_2_of_4‚1 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.04081547632813454 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.03772971034049988 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625îÝë6«åm 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.27113527059555054 +jet/accuracy_2_of_4‚0.22252747416496277 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.17063213884830475 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.33131542801856995 6 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.976190447807312 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.2857142686843872 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.07470378279685974 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.2590909004211426 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8079836964607239 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.2916666865348816 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.1710776686668396 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.03136127069592476 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 & Purity/2FRt1SRqqt1FBt/FRt_purity‚0 7 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.1454545557498932 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.19613486528396606 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt0FBt/event_purity‚0 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 *loss/val_total_loss‚18.812160183032287 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.2590909004211426 *jet/accuracy_1_of_4‚0.7390109896659851 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.026263296604156494 *jet/accuracy_1_of_3‚0.7270906567573547 jet/accuracy_3_of_4‚0 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0359719842672348 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 7validation_average_jet_accuracy‚0.19363562762737274 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.3350290358066559 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.17499999701976776 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.20952382683753967 ("Purity/2FRt0SRqqt0FBt/event_purity‚0 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.14354068040847778 8"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.297741174697876 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.08056557923555374 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 *jet/accuracy_2_of_3‚0.2765505611896515 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7058823704719543 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6726190447807312 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.020587075501680374 :"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.29898834228515625 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.08371913433074951 :"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.36752137541770935 particle/accuracy_1_of_1‚1 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.03630698099732399 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9901961088180542 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.11473429948091507 ("Purity/2FRt*SRqqt*FBt/event_purity‚0 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9891589283943176 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.02033492736518383 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.29880809783935547 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 :"Purity/0FRt1SRqqt0FBt/event_purity‚0.29898834228515625 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9791666269302368 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.3229166865348816 +particle/specificity‚0.8839515447616577 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 _runtime‚1760.851382214 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.2750000059604645 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 'particle/f_score‚0.5638705492019653 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt*SRqqt1FBt/FRt_purity‚0 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.27534589171409607 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3162499964237213 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.03772971034049988 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.16871431469917297 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9876543283462524 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8384968638420105 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.04493747651576996 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6397849321365356 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.17264288663864136 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.2261904776096344 % _timestamp‚1.7848447028483257e+09 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.07580210268497467 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 _step‚94 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.31677019596099854 ) Purity/1FRt*SRqqt2FBt/FRt_purity‚0.25 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 particle/accuracy_3_of_3‚1 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.08367235213518143 *jet/accuracy_1_of_2‚0.5346395373344421 particle/accuracy_3_of_4‚1 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.04327685385942459 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.35248446464538574 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.3979904055595398 particle/accuracy_1_of_2‚1 /particle/accuracy_4_of_4‚0.9615384340286255 , Purity/0FRt*SRqqt2FBt/FBt_purity‚0.96875 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.04707792401313782 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.3454486131668091 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.3837113380432129 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9886363744735718 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.3107143044471741 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.29254114627838135 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 ,jet/accuracy_3_of_3‚0.009345794096589088 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 + Purity/1FRt0SRqqt1FBt/FRt_purity‚0.3125 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.04821327328681946 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.16930341720581055 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.2984473407268524 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8958333730697632 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 particle/accuracy_2_of_4‚1 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.04081547632813454 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.03772971034049988 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.17103885114192963 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.0833333358168602 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 6 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.227489173412323 jet/accuracy_4_of_4‚0 *particle/sensitivity‚0.560834527015686 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +jet/accuracy_1_of_1‚0.14970292150974274 particle/accuracy_1_of_4‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.21653226017951965 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.006691025570034981 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 +jet/accuracy_2_of_2‚0.07027116417884827 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 6 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.988567054271698 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.30124175548553467 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.006493713241070509 ("Purity/1FRt1SRqqt1FBt/event_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 %particle/accuracy‚0.8150634765625 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9674731492996216 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.17521367967128754 ("Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.2968899607658386 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.02917705476284027 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 epoch‚22 trainer/global_step‚919 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.19718749821186066 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9791666269302368 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.4357143044471741 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9886363744735718 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.3771178722381592 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.3163043260574341 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.021749408915638924 8"Purity/*FRt*SRqqt1FBt/event_purity‚0.630109429359436 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 particle/accuracy_2_of_3‚1 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.2916666865348816 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.08012205362319946 particle/accuracy_1_of_3‚1 7 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.1454545557498932 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.12943346798419952 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9523809552192688 ("Purity/2FRt0SRqqt*FBt/event_purity‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.1895161271095276 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.2988843023777008 ) Purity/1FRt0SRqqt2FBt/FRt_purity‚0.25 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.4052894115447998 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.29425835609436035 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.45917338132858276 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.08876270055770874 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.11099343746900558 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.0833333358168602 -"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3125 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 6 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.973809540271759 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9916666746139526 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.3405340909957886 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.1927083432674408 particle/accuracy_2_of_2‚1 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.3837835192680359^=G鑬‚(:† ¨£ŠÓîÕ[ gpu.0.gpu‚52.0 gpu.0.memory‚16+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚46.0 gpu.0.powerWatts‚300.024' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚60.0048 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0P¬¹ñß­‚(:Ô ¨£ŠÓ²Çƒ disk.sda2.out‚0 disk.sda3.out‚ 34.921875 proc.cpu.threads‚17$ disk./.usageGB‚1130.422378540039 disk.rbd3.in‚0 disk.sda.in‚21665.37109375% disk.nvme0c0n1.in‚546252.63671875# disk.dm-0.out‚39747.16943359375( proc.memory.availableMB‚ 2921.5234375 disk.rbd1.out‚0 disk.rbd4.out‚0# memory_percent‚88.1122907002767) proc.memory.percent‚10.43553352355957# disk.nvme0n1.in‚546252.63671875& disk.nvme0n1.out‚39747.16943359375 disk.sda2.in‚0 disk.sda3.in‚21665.37109375 network.sent‚ 2.386028e+06) disk./.usagePercent‚75.86471806478744 disk.sda1.in‚0 disk.rbd4.in‚0 disk.dm-1.out‚ 34.921875# proc.memory.rssMB‚ 2564.63671875 disk.rbd1.in‚0 disk.sda1.out‚0 disk.dm-1.in‚21665.37109375 cpu‚24.876495287503754 network.recv‚224686 disk.rbd3.out‚0 disk.sda.out‚ 34.921875( disk.nvme0c0n1.out‚39747.16943359375 disk.dm-0.in‚546252.63671875Ñwd‘®‚(:† ·£ŠÓýï" gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚302.452' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚60.4904 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0;4S‡à¯‚(:Õ ·£ŠÓù¤) disk./.usagePercent‚75.86011626119482# disk.dm-0.out‚40051.92822265625 disk.sda2.out‚0 disk.rbd4.out‚0 disk.dm-1.out‚ 35.171875 disk.rbd1.out‚0 proc.cpu.threads‚17 network.sent‚ 2.437304e+06 network.recv‚226850 disk.rbd1.in‚0 disk.sda.in‚21665.37109375& disk.nvme0n1.out‚40051.92822265625$ memory_percent‚88.11308542887369' proc.memory.availableMB‚ 2921.328125) proc.memory.percent‚10.43553352355957 disk.sda1.out‚0# proc.memory.rssMB‚ 2564.63671875% disk./.usageGB‚1130.3538093566895 disk.sda2.in‚0 disk.rbd3.in‚0 disk.rbd3.out‚0 disk.dm-0.in‚546815.60546875 disk.sda.out‚ 35.171875 cpu‚24.880430746253353 disk.sda1.in‚0 disk.rbd4.in‚0 disk.dm-1.in‚21665.37109375# disk.nvme0n1.in‚546815.60546875% disk.nvme0c0n1.in‚546815.60546875( disk.nvme0c0n1.out‚40051.92822265625 disk.sda3.in‚21665.37109375 disk.sda3.out‚ 35.171875¤¿È6Û°‚(:РƣŠÓ™÷¼$ memory_percent‚88.11230659484863 disk.dm-0.in‚548569.84765625 disk.sda.in‚ 22711.171875 cpu‚24.88451802476969% disk.nvme0c0n1.in‚548569.84765625# disk.dm-0.out‚40307.68212890625 disk.rbd4.in‚0# disk.nvme0n1.in‚548569.84765625 proc.cpu.threads‚17 disk.sda3.in‚ 22711.171875 disk.sda3.out‚ 35.265625 disk.dm-1.out‚ 35.265625 disk.rbd3.out‚0 disk.rbd4.out‚0 network.sent‚ 2.439582e+06 disk.sda1.out‚0 disk.rbd1.in‚0) proc.memory.availableMB‚ 2921.51953125) disk./.usagePercent‚75.83714308481738( disk.nvme0c0n1.out‚40307.68212890625& disk.nvme0n1.out‚40307.68212890625# proc.memory.rssMB‚ 2564.63671875% disk./.usageGB‚1130.0114974975586 disk.rbd3.in‚0 disk.sda.out‚ 35.265625) proc.memory.percent‚10.43553352355957 network.recv‚227856 disk.sda1.in‚0 disk.dm-1.in‚ 22711.171875 disk.rbd1.out‚0 disk.sda2.in‚0 disk.sda2.out‚0-ÒÊ’±‚(:‡ Æ£ŠÓ¦ÙÓ gpu.0.gpu‚95.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚358.137' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚71.6274 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0Í–Ö2²- _wandbruntime‚1809  _runtime‚1809ÿžjų¿ & lr-AdamW/pg1‚6.521492799627644e-05 & lr-AdamW/pg2‚6.521492799627644e-05 trainer/global_step‚949 % _timestamp‚1.7848447514958382e+09 _runtime‚1809.498366764 _step‚95’þ ¸É´Ã % _timestamp‚1.7848447514958382e+09 _runtime‚1809.498366764 _step‚95 & lr-AdamW/pg1‚6.521492799627644e-05 & lr-AdamW/pg2‚6.521492799627644e-05 trainer/global_step‚949_6WúÌ2µ- _wandbruntime‚1809  _runtime‚1809Í å“ ¶×O `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚273465372112896 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚2922192 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚76258726507008 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 991867972096 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚8246906 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚8847693 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚8246912 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1252224901120 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚273356599448848 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚274346816007378 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚8246906 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚273465372112896 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 % _timestamp‚1.7848447514968615e+09 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 _runtime‚1809.502424882 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚8847693 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚8857727 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚274345445968292 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2535079 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚8857727 BDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚274455868490752 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚2922513 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 990522551296 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 990522551296 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚2535084 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 991867972096 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚5457271 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚273465345939456 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚321 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚17104639 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚8246912 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚273356624876816 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚8246912 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1252224901120 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚273356599448848 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚274346816007378 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚8246906 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚273465372112896 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 % _timestamp‚1.7848447514968615e+09 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 _runtime‚1809.502424882 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚8847693 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚8857727 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚274345445968292 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2535079 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚8857727 BDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚274455868490752 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚2922513 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 VEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 990522551296 YHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 990522551296 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚2535084 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 ]LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 991867972096 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚5457271 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚273465345939456 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚321 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚17104639 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚8246912 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚273356624876816 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚2922192 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚76258726507008 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 ZIDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 991867972096 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚8246906 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚8847693 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004`;Dµ2¸- _wandbruntime‚1810  _runtime‚1810âö÷œæ&¹àM ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚76338581113344 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 991211932314 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 % _timestamp‚1.7848447529073896e+09 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚274625268543708 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚273744255229952 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚273744281403392 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚17112048 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚76338168038400 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚274626638582906 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚75084674889728 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚44983808 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚273635426650592 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚2925483 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚273744281403392 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 992890487296 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚2537719 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚318 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚8856775 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2537724 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚2925165 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚274735800289280 FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚273744255229952 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 991545059328 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚75085042980864 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1253538132480 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 413074944 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 _runtime‚ 1810.91021195 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚8866823 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚8866823 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚323 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 BDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 trainer/global_step‚949 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 992890487296 FDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚5462884 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚17122102 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0\ šºäM UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚17122102 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚76338581113344 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 [JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 991211932314 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 % _timestamp‚1.7848447529073896e+09 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚274625268543708 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚273744255229952 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚273744281403392 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚17112048 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚76338168038400 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚274626638582906 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚75084674889728 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚44983808 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚273635426650592 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚2925483 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚273744281403392 [JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 992890487296 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚2537719 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚318 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚8856775 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2537724 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚2925165 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚274735800289280 FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1i°¯FP181 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚273744255229952 WFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 991545059328 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚75085042980864 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1253538132480 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 413074944 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 _runtime‚ 1810.91021195 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚8866823 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚8866823 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚323 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 BDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 trainer/global_step‚949 XGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 992890487296 FDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚5462884 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181aO3Žÿ2»- _wandbruntime‚1810  _runtime‚1810«Vó¼ÿ /loss/FRt1/detection_loss‚1.3875702382792134 /loss/FBt1/detection_loss‚1.4784752802971082 %loss/total_loss‚20.67500191504396 trainer/global_step‚949 _step‚98 2loss/SRqqt1/assignment_loss‚0.9886900361467617 1loss/SRqqt2/detection_loss‚3.2496141300311994 % _timestamp‚1.7848447529650855e+09 0loss/FRt1/assignment_loss‚2.2544370132474123 0loss/FRt2/assignment_loss‚3.7901848949963535 2loss/SRqqt2/assignment_loss‚1.6525120010830947 1loss/FBt1/assignment_loss‚0.27623324298418506 1loss/FBt2/assignment_loss‚0.14220663788925414 .loss/FBt2/detection_loss‚4.108975573464435 _runtime‚1810.967381013 /loss/FRt2/detection_loss‚0.6269352069754548 1loss/SRqqt1/detection_loss‚0.7191676596494879 epoch‚23 ðóë ½ƒ /loss/FRt1/detection_loss‚1.3875702382792134 /loss/FBt1/detection_loss‚1.4784752802971082 %loss/total_loss‚20.67500191504396 trainer/global_step‚949 _step‚98 2loss/SRqqt1/assignment_loss‚0.9886900361467617 1loss/SRqqt2/detection_loss‚3.2496141300311994 % _timestamp‚1.7848447529650855e+09 0loss/FRt1/assignment_loss‚2.2544370132474123 0loss/FRt2/assignment_loss‚3.7901848949963535 2loss/SRqqt2/assignment_loss‚1.6525120010830947 1loss/FBt1/assignment_loss‚0.27623324298418506 1loss/FBt2/assignment_loss‚0.14220663788925414 .loss/FBt2/detection_loss‚4.108975573464435 _runtime‚1810.967381013 /loss/FRt2/detection_loss‚0.6269352069754548 1loss/SRqqt1/detection_loss‚0.7191676596494879 epoch‚23bU¢Î Ô¾‚(:É Õ£ŠÓÂÙ disk.rbd1.out‚0! disk.nvme0n1.in‚ 549914.453125( disk.nvme0c0n1.out‚40754.36181640625 disk.sda2.in‚0 network.sent‚ 2.441828e+06 network.recv‚229061) disk./.usagePercent‚75.80524074539665 disk.sda.out‚ 35.51171875# disk.dm-0.out‚40754.36181640625 cpu‚24.88822911655832& disk.nvme0n1.out‚40754.36181640625 disk.sda1.in‚0 disk.rbd4.in‚0 disk.rbd3.in‚0 disk.dm-0.in‚ 549914.453125 disk.dm-1.out‚ 35.51171875# proc.memory.rssMB‚ 2564.63671875 disk.dm-1.in‚ 22960.8125% disk./.usageGB‚1129.5361366271973 disk.sda.in‚ 22960.8125# disk.nvme0c0n1.in‚ 549914.453125 disk.sda1.out‚0 disk.sda3.out‚ 35.51171875 disk.sda2.out‚0 disk.rbd4.out‚0 disk.rbd3.out‚0) proc.memory.percent‚10.43553352355957 proc.cpu.threads‚17 disk.sda3.in‚ 22960.8125 disk.rbd1.in‚0# memory_percent‚88.1110986073812) proc.memory.availableMB‚ 2921.81640625» åÐœ¿‚(:‘ Õ£ŠÓžÔ• gpu.0.gpu‚90.0 gpu.0.memory‚26+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚276.56' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚55.312000000000005 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¤´~¸2À- _wandbruntime‚1829  _runtime‚1829¿>QÆf7Áàn 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.2774193584918976 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9346774220466614 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.17146381735801697 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.32749998569488525 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.0758490264415741 particle/accuracy_2_of_2‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.2708333432674408 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8385685682296753 9"Purity/0FRt2SRqqt0FBt/event_purity‚0.0952921137213707 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1755128800868988 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 *jet/accuracy_2_of_4‚0.2967033088207245 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9772618412971497 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.3879026770591736 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.17250514030456543 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.22196203470230103 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.3271738886833191 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.09307359158992767 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.4911052882671356 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.38362452387809753 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.07818987965583801 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.3285024166107178 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.048069000244140625 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.49492281675338745 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1696428656578064 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.1666666716337204 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 particle/accuracy_1_of_2‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.6666666865348816 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.3163641691207886 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.6666666865348816 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.036679964512586594 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.26076555252075195 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 +particle/specificity‚0.8996758460998535 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.3604157567024231 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 +particle/sensitivity‚0.5451627969741821 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9772727489471436 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.17594566941261292 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.3056219816207886 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 *jet/accuracy_1_of_3‚0.7540963888168335 particle/accuracy_3_of_4‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3571428656578064 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 /particle/accuracy_4_of_4‚0.9615384340286255 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.08389737457036972 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.4317096769809723 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.03513818979263306 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.04092354699969292 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.10476191341876984 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.17077922821044922 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.03286052122712135 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.37379854917526245 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.37549030780792236 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.3307453393936157 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.14374999701976776 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 'particle/f_score‚0.5692018270492554 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.11328341066837311 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 8"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.442307710647583 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.19545455276966095 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.3307453393936157 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.32404303550720215 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 7validation_average_jet_accuracy‚0.21727167069911957 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.17260417342185974 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.08197200298309326 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7058823704719543 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.34375 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.17789551615715027 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 trainer/global_step‚959 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.12862318754196167 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.38591811060905457 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 +jet/accuracy_2_of_2‚0.07039517164230347 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.31466448307037354 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 *jet/accuracy_2_of_3‚0.2801917791366577 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.04092354699969292 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.09943670779466629 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.6666666865348816 *loss/val_total_loss‚17.134905285423308 6 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.976858913898468 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.45727330446243286 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.35551947355270386 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.1927083432674408 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ) Purity/1FRt0SRqqt2FBt/FRt_purity‚0.25 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 *jet/accuracy_1_of_4‚0.6318681240081787 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6559523344039917 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.013029869645833969 +jet/accuracy_3_of_3‚0.02700570411980152 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.15117709338665009 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9340277910232544 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.22177419066429138 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6231182813644409 :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.44354838132858276 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9655172824859619 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.2136363685131073 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.43529412150382996 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.047071922570466995 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 +"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.25 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.03228874132037163 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6338694095611572 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.1666666716337204 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.039234451949596405 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9786708354949951 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ."Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.40625 *jet/accuracy_1_of_1‚0.1724132001399994 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 _runtime‚1829.294975074 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.0625 particle/accuracy_2_of_4‚1 %particle/accuracy‚0.8240966796875 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.11226725578308105 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.04019249603152275 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.3240247964859009 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ) Purity/1FRt*SRqqt2FBt/FRt_purity‚0.25 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.6666666865348816 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_1‚1 _step‚99 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.03952745720744133 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 particle/accuracy_3_of_3‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09683641791343689 % _timestamp‚1.7848447712916417e+09 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.4509219527244568 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.043925654143095016 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.18910256028175354 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.2136363685131073 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.4072152376174927 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.30000001192092896 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9482142925262451 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 jet/accuracy_3_of_4‚0 particle/accuracy_2_of_3‚1 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.22150027751922607 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.46152085065841675 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 *jet/accuracy_1_of_2‚0.5939980149269104 particle/accuracy_1_of_3‚1 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.03979511559009552 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.2708333432674408 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_4‚1 epoch‚23 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8015733957290649 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.3879026770591736 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9833333492279053 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3142857253551483 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.19545455276966095 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.43074458837509155 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.010139301419258118 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.4085928797721863 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9736841917037964 ("Purity/2FRt0SRqqt1FBt/event_purity‚0ìŠù)+Âän :"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.44354838132858276 7 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.9655172824859619 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.2136363685131073 :"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.43529412150382996 9 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.047071922570466995 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 +"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.25 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.03228874132037163 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.125 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6338694095611572 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.1666666716337204 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.039234451949596405 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 *"Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0.5 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9786708354949951 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ."Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.40625 *jet/accuracy_1_of_1‚0.1724132001399994 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 _runtime‚1829.294975074 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.0625 particle/accuracy_2_of_4‚1 %particle/accuracy‚0.8240966796875 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.11226725578308105 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.04019249603152275 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.3240247964859009 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ) Purity/1FRt*SRqqt2FBt/FRt_purity‚0.25 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.6666666865348816 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_1‚1 _step‚99 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.03952745720744133 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 particle/accuracy_3_of_3‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09683641791343689 % _timestamp‚1.7848447712916417e+09 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.4509219527244568 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 ;"Purity/1FRt0SRqqt*FBt/event_purity‚0.043925654143095016 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.18910256028175354 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.2136363685131073 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.4072152376174927 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.30000001192092896 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9482142925262451 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 jet/accuracy_3_of_4‚0 particle/accuracy_2_of_3‚1 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.22150027751922607 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 :"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.46152085065841675 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 *jet/accuracy_1_of_2‚0.5939980149269104 particle/accuracy_1_of_3‚1 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.03979511559009552 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.2708333432674408 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_4‚1 epoch‚23 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8015733957290649 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.3879026770591736 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9833333492279053 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3142857253551483 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.19545455276966095 :"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.43074458837509155 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.010139301419258118 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.4085928797721863 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9736841917037964 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.2774193584918976 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9346774220466614 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.17146381735801697 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.32749998569488525 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.0758490264415741 particle/accuracy_2_of_2‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.2708333432674408 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8385685682296753 9"Purity/0FRt2SRqqt0FBt/event_purity‚0.0952921137213707 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1755128800868988 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 *jet/accuracy_2_of_4‚0.2967033088207245 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9772618412971497 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.3879026770591736 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.17250514030456543 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.22196203470230103 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.3271738886833191 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.09307359158992767 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.4911052882671356 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt*FBt/event_purity‚0.38362452387809753 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.07818987965583801 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.3285024166107178 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 9 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.048069000244140625 :"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.49492281675338745 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1696428656578064 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.1666666716337204 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 particle/accuracy_1_of_2‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.6666666865348816 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.3163641691207886 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.6666666865348816 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.036679964512586594 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.26076555252075195 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 +particle/specificity‚0.8996758460998535 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.3604157567024231 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 +particle/sensitivity‚0.5451627969741821 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9772727489471436 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.17594566941261292 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.3056219816207886 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 *jet/accuracy_1_of_3‚0.7540963888168335 particle/accuracy_3_of_4‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.3571428656578064 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 /particle/accuracy_4_of_4‚0.9615384340286255 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.08389737457036972 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.4317096769809723 & Purity/*FRt2SRqqt1FBt/FRt_purity‚0 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.03513818979263306 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.04092354699969292 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.10476191341876984 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.17077922821044922 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.03286052122712135 :"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.37379854917526245 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.699999988079071 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.37549030780792236 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.3307453393936157 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.14374999701976776 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 'particle/f_score‚0.5692018270492554 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.11328341066837311 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 8"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.442307710647583 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.19545455276966095 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.3307453393936157 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.32404303550720215 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.0051269¬`aÓA 53125 7validation_average_jet_accuracy‚0.21727167069911957 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.17260417342185974 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.08197200298309326 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7058823704719543 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.34375 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 & Purity/1FRt2SRqqt1FBt/FRt_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.17789551615715027 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 trainer/global_step‚959 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.12862318754196167 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.38591811060905457 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 +jet/accuracy_2_of_2‚0.07039517164230347 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.31466448307037354 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 *jet/accuracy_2_of_3‚0.2801917791366577 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.04092354699969292 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.09943670779466629 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.6666666865348816 *loss/val_total_loss‚17.134905285423308 6 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.976858913898468 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 :"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.45727330446243286 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.35551947355270386 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.1927083432674408 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ) Purity/1FRt0SRqqt2FBt/FRt_purity‚0.25 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 *jet/accuracy_1_of_4‚0.6318681240081787 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6559523344039917 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.013029869645833969 +jet/accuracy_3_of_3‚0.02700570411980152 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.6666666865348816 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.15117709338665009 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9340277910232544 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.22177419066429138 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6231182813644409c‡È ŸÃ‚(:” 㣊ÓöÈÒÜ gpu.0.gpu‚100.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚251.673' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚50.334599999999995 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0n£ËþÍÄ‚(: 䣊ÓÚÎà disk.sda2.in‚0 disk.dm-0.in‚ 551184.140625 disk.sda1.in‚0 disk.sda3.out‚ 35.609375 disk.sda.out‚ 35.609375 proc.cpu.threads‚17 disk.rbd4.out‚0 disk.sda3.in‚ 22960.8125 disk.dm-1.in‚ 22960.8125) proc.memory.percent‚10.43553352355957# disk.nvme0c0n1.in‚ 551184.390625) proc.memory.availableMB‚ 2921.82421875 network.recv‚231051( disk.nvme0c0n1.out‚40754.52197265625# disk.dm-0.out‚40754.52197265625 disk.rbd3.out‚0# memory_percent‚88.1110668182373 disk.sda1.out‚0 disk.rbd4.in‚0! disk.nvme0n1.in‚ 551184.390625& disk.nvme0n1.out‚40754.52197265625# proc.memory.rssMB‚ 2564.63671875 network.sent‚ 2.5002e+06) disk./.usagePercent‚75.80523716123807% disk./.usageGB‚1129.5360832214355 disk.dm-1.out‚ 35.609375 disk.rbd1.in‚0 cpu‚24.895599122966054 disk.sda2.out‚0 disk.rbd1.out‚0 disk.rbd3.in‚0 disk.sda.in‚ 22960.8125zí’Å‚(:‡ ó£ŠÓ¾¤È gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚292.018' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚58.4036 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÞKsÞÌÆ‚(:Á ó£ŠÓìÍŒ) disk./.usagePercent‚75.80524100140796 disk.sda1.in‚0! disk.nvme0n1.in‚ 552125.703125 network.recv‚233328' disk.nvme0c0n1.out‚40766.1982421875 disk.sda2.in‚0 disk.sda3.in‚ 22960.8125 disk.dm-1.in‚ 22960.8125 disk.rbd3.in‚0 proc.cpu.threads‚17) proc.memory.availableMB‚ 2921.70703125 network.sent‚ 2.55173e+06" disk.dm-0.out‚40766.1982421875# disk.nvme0c0n1.in‚ 552125.703125 disk.sda2.out‚0 disk.rbd3.out‚0 cpu‚24.899175346397072 disk.rbd4.in‚0 disk.sda3.out‚ 35.796875 disk.sda.out‚ 35.796875% disk./.usageGB‚1129.5361404418945 disk.rbd4.out‚0 disk.rbd1.out‚0 disk.sda.in‚ 22960.8125 disk.dm-1.out‚ 35.796875 disk.rbd1.in‚0% disk.nvme0n1.out‚40766.1982421875$ memory_percent‚88.11154365539551# proc.memory.rssMB‚ 2564.63671875 disk.dm-0.in‚ 552125.703125 disk.sda1.out‚0) proc.memory.percent‚10.43553352355957 ¶NÇ‚(:… ‚¤ŠÓÎã• gpu.0.gpu‚90.0 gpu.0.memory‚26+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚287.69' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚57.538 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0(µ3@äÈ‚(:Ù ‚¤ŠÓ’¯± disk.rbd1.out‚0 disk.sda.in‚ 23475.7890625 disk.sda1.out‚0( proc.memory.availableMB‚ 2921.8984375) proc.memory.percent‚10.43553352355957 network.recv‚234253# disk.nvme0n1.in‚553166.57421875& disk.nvme0n1.out‚40766.54443359375$ memory_percent‚88.11076482137045 cpu‚24.903246445812943) disk./.usagePercent‚75.80523716123807% disk./.usageGB‚1129.5360832214355 disk.sda.out‚ 36.10546875% disk.nvme0c0n1.in‚553166.57421875# disk.dm-0.out‚40766.54443359375 disk.rbd4.in‚0 disk.rbd4.out‚0# proc.memory.rssMB‚ 2564.63671875 disk.rbd3.in‚0 disk.rbd3.out‚0 disk.sda1.in‚0 disk.dm-1.out‚ 36.10546875 disk.sda2.in‚0 disk.sda3.in‚ 23475.7890625 disk.sda3.out‚ 36.10546875 proc.cpu.threads‚17 network.sent‚ 2.553921e+06 disk.dm-0.in‚553166.07421875 disk.dm-1.in‚ 23475.7890625 disk.rbd1.in‚0( disk.nvme0c0n1.out‚40766.54443359375 disk.sda2.out‚0»^ ž‘É‚(:† ¤ŠÓÄ–åÜ gpu.0.gpu‚66.0 gpu.0.memory‚21+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚354.11' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚70.822 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚02>ó3ÐÊ‚(:Å ‘¤ŠÓè–• disk.dm-1.out‚ 36.203125 disk.rbd3.in‚0 disk.rbd3.out‚0$ disk.nvme0n1.out‚41079.392578125 cpu‚24.90685196301415 proc.cpu.threads‚17 disk.sda2.in‚0! disk.nvme0n1.in‚ 555114.234375 disk.sda2.out‚0) proc.memory.percent‚10.43553352355957 disk.sda3.out‚ 36.203125 disk.sda.out‚ 36.203125 disk.sda1.in‚0 disk.rbd4.out‚0) disk./.usagePercent‚75.87235027445105% disk./.usageGB‚1130.5361022949219 disk.rbd1.in‚0& disk.nvme0c0n1.out‚41079.392578125 disk.sda1.out‚0# proc.memory.rssMB‚ 2564.63671875 network.recv‚235644 disk.dm-1.in‚ 23475.7890625 disk.rbd1.out‚0 disk.sda.in‚ 23475.7890625# disk.nvme0c0n1.in‚ 555114.234375$ memory_percent‚88.11079661051431' proc.memory.availableMB‚ 2921.890625 network.sent‚ 2.556274e+06 disk.dm-0.in‚ 555114.234375! disk.dm-0.out‚41079.392578125 disk.rbd4.in‚0 disk.sda3.in‚ 23475.7890625H;¦ï‘Ë‚(:†  ¤ŠÓüÅ8 gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚290.651' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚58.1302 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0 ‹uÝØÌ‚(:Í  ¤ŠÓÔÕÕ cpu‚24.910254387063308 disk.rbd4.out‚0 disk.sda3.out‚ 36.36328125 disk.rbd1.in‚0 disk.sda.in‚ 23475.7890625& disk.nvme0c0n1.out‚41312.013671875! disk.dm-0.out‚41312.013671875 network.sent‚ 2.558464e+06$ disk.nvme0n1.out‚41312.013671875 disk.sda2.in‚0 disk.sda2.out‚0# proc.memory.rssMB‚ 2564.63671875 network.recv‚236474% disk./.usageGB‚1130.5361022949219! disk.nvme0n1.in‚ 555461.671875 disk.dm-0.in‚ 555461.671875 proc.cpu.threads‚17# disk.nvme0c0n1.in‚ 555461.671875 disk.rbd3.in‚0) disk./.usagePercent‚75.87235027445105$ memory_percent‚88.10974756876627 disk.dm-1.in‚ 23475.7890625 disk.dm-1.out‚ 36.36328125 disk.sda.out‚ 36.36328125) proc.memory.percent‚10.43553352355957 disk.rbd3.out‚0 disk.sda3.in‚ 23475.7890625 disk.rbd1.out‚0 disk.sda1.out‚0 disk.rbd4.in‚0 disk.sda1.in‚0( proc.memory.availableMB‚ 2922.1484375X[êÌ2Í- _wandbruntime‚1893  _runtime‚1893¬ †ŒÆÎÀ % _timestamp‚1.7848448357138906e+09 _runtime‚1893.716416574 _step‚100 & lr-AdamW/pg1‚6.053541614913887e-05 & lr-AdamW/pg2‚6.053541614913887e-05 trainer/global_step‚999MõÇÊÏÄ _runtime‚1893.716416574 _step‚100 & lr-AdamW/pg1‚6.053541614913887e-05 & lr-AdamW/pg2‚6.053541614913887e-05 trainer/global_step‚999 % _timestamp‚1.7848448357138906e+09d§s*2Ð- _wandbruntime‚1893  _runtime‚1893'£ ä'ÑÞO 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚288703011402409 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚17989848 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚287776656926720 OCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚8678032 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1043860885504 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1042515464704 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1317601219072 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚8678032 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1043860885504 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚44990976 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚287776656926720 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1042515464704 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚5743937 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 trainer/global_step‚999 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 413082112 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚80259869674496 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1042096282855 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚287776683100160 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚9321850 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚2668036 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚3075906 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚332 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2668031 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚3076233 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚9311816 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 _runtime‚1893.721446359 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1317556228096 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚288704381441495 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚9321850 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚287776683100160 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚9311816 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚327 _step‚101 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚288820543985664 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚288819172391424 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚8678032 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1043860885504 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚44990976 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚287776656926720 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1042515464704 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚5743937 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 trainer/global_step‚999 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 413082112 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚80259869674496 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1042096282855 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚287776683100160 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚9321850 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚2668036 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚3075906 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚332 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2668031 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚3076233 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 OCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚9311816 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 _runtime‚1893.721446359 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1317556228096 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚288704381441495 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚9321850 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚287776683100160 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 K?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚9311816 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚327 _step‚101 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚288820543985664 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚288819172391424 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 I8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1043537972736 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1041772473377 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚18017351 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1044883400704 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚9320898 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚9330946 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚9320898 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚79021267903488 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2670676 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 419366400 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚80340131802624 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚288055566217216 _step‚102 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚18017351 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚5749521 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚287941061504448 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1318812623872 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚8686405 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚8686405 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 BDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚287941086932416 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚288055592390656 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚3079183 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚333 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚18007297 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 _runtime‚1895.129123334 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚8686399 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚338 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚3078850 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004Lºsñ&ÕëM ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚79020899812352 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 PDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚287941086932416 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚288055592390656 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚3079183 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚333 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚18007297 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 _runtime‚1895.129123334 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚8686399 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚338 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚3078850 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚8686399 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚18007297 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚80339712436224 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1043537972736 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1041772473377 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚18017351 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1044883400704 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚9320898 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚9330946 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚9320898 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚79021267903488 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2670676 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 419366400 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚80340131802624 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚288055566217216 _step‚102 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚18017351 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚5749521 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚287941061504448 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1318812623872 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚8686405 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚8686405 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 BDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1095311740416 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚36602368 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚9121934 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚302453840549888 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚18916094 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚258 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1093458093525 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚2801940 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚3232702 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚303426949699045 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 _runtime‚1987.060579154 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚303549126116864 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1384583006208 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚6034900 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚9794154 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚84270028000256 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚82885444994048 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚302333517033488 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚302453840549888 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1096657161216 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1384619608576 trainer/global_step‚1049 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1095311740416 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚303428319738131 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1094802704643 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 % _timestamp‚1.7848449290576284e+09 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚303550497711104 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚302453814376448 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 _step‚107 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2801935 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚9794154 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚302453814376448 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚84270432693760 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚9121940 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚9121940 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004{µe ðãO A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 % _timestamp‚1.7848449290576284e+09 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚303550497711104 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚302453814376448 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 _step‚107 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚2801935 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 OCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚9794154 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚302453814376448 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚84270432693760 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 OCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚9121940 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚9121940 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1095311740416 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚õË5ê„1181 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚36602368 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚9121934 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚302453840549888 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚18916094 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚258 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1093458093525 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚2801940 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚3232702 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚303426949699045 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 _runtime‚1987.060579154 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚303549126116864 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1384583006208 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚6034900 SGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚9794154 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚84270028000256 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚82885444994048 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚302333517033488 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚302453840549888 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1096657161216 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1384619608576 trainer/global_step‚1049 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1095311740416 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚303428319738131 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1094802704643 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823k×Äz2ñ- _wandbruntime‚1988  _runtime‚1988ºþs¡ï&òéM [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚302732749840384 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1096334248448 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚84349930415104 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2804580 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚303830429516800 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚303829057915392 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚9793202 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚6040300 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚9130301 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚3235725 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚18923503 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚9803250 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1385899055104 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1095823506395 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚9793202 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚2804575 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1385935650304 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚302612293379296 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 PDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚9130307 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚6040557 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 % _timestamp‚1.7848449304696178e+09 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚302612318807264 _step‚108 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚257 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚18933557 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 _runtime‚1988.472421197 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚9803250 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0–óŒÐó&óíM PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚303708142313659 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚84350335101440 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚9130307 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚6040557 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 % _timestamp‚1.7848449304696178e+09 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚302612318807264 _step‚108 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚257 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚18933557 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 _runtime‚1988.472421197 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 MADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚9803250 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚302732749840384 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1096334248448 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚84349930415104 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2804580 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚303830429516800 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚303829057915392 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 MADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚9793202 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚6040300 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚9130301 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚3235725 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚18923503 QEDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚9803250 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1385899055104 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1095823506395 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 I=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚9793202 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚2804575 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1385935650304 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚302612293379296 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 PDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚317912430020096 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚9553066 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚88271872740864 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚6321653 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚317912430020096 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1147304656384 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚294 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚3387060HahÀì'‹ æO [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1147304656384 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚294 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚3387060 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚317912430020096 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚9553066 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚88271872740864 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚6321653 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚317912430020096 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 I8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 FDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚6327207 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚19818757 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚88351744202240 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚318064337708583 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚9561427 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 408880640 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1451487919616 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚295 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚6327507 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1146384047463 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚317044034654208 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚10267378 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚317044060827648 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚316917953661120 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 trainer/global_step‚1099 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚9561433 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚86900624373760 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚9561433 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1149672592384 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚318192361818624 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1148327164416 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1147728658693 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1148327164416 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚300 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚19818757 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚317044034654208 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2937532 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 _step‚113 _runtime‚2078.425926778 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚3389975 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚40789504 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1149672592384 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚19828811 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚88352153082880 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 % _timestamp‚1.7848450204231713e+09 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚9561427 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚86900256282624 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚2937527 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1451528709120 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚318065707747781 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚10257330 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚318193733420032 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 PDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚10267378 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚19828811:²«Þ¥Ž ñM M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 BDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚6327207 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚19818757 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚88351744202240 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚318064337708583 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚9561427 C9DeviceStatsMonitor.on_train_batch_end/avKzƒR"llocation.all.peak‚12269 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 408880640 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1451487919616 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚295 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚6327507 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1146384047463 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚317044034654208 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚10267378 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚317044060827648 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚316917953661120 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 trainer/global_step‚1099 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚9561433 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚86900624373760 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 MADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚9561433 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1149672592384 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚318192361818624 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1148327164416 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1147728658693 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1148327164416 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚300 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚19818757 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚317044034654208 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚2937532 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 _step‚113 _runtime‚2078.425926778 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚3389975 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚40789504 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1149672592384 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚19828811 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚88352153082880 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 % _timestamp‚1.7848450204231713e+09 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚9561427 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚86900256282624 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚2937527 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1451528709120 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚318065707747781 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚10257330 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚318193733420032 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 PDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚10267378 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚19828811 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚318193733420032 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚317044060827648 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 FDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚331076436350976 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1199297572352 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚321 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚332275733923328 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚332275733923328 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚332277105517568 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1200642993152 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚3067839 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1515907308032 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚3539747 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1197268398121 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚3539431 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 trainer/global_step‚1149 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚9984186 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚331076436350976 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚10712376 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚90757894839296 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚10712376 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚331076462524416 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚3067844 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚9984192 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 BDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1199297572352 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚321 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚332275733923328 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚332275733923328 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚332277105517568 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1200642993152 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚3067839 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1515907308032 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚3539747 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1197268398121 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚3539431 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 trainer/global_step‚1149 K?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚9984186 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚331076436350976 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚10712376 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚90757894839296 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚10712376 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚331076462524416 H>DeviceStatsMonitor.on_trPTP™Ì ain_batch_start/allocation.all.current‚10040 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚3067844 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 SGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚9984192 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0uœ˜%2§ - _wandbruntime‚2166  _runtime‚2166ÿó&¨ íM PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚6612853 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚92354013647360 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚332557037323264 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚331355371814912 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 415172096 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚332555665721856 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 BDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1199633810991 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚331355345641472 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚10731506 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚328 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚10721458 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚331223639370912 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚90836481205248 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1517117270016 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚331223613942944 % _timestamp‚1.7848451082372527e+09 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚20714011 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚9992559 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚333 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3070479 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚3542702 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚90836849296384 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚331355371814912 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1517164350976 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚9992553 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 EDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚20724065 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1200320080384 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚3070484 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚331355345641472 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1201665508352 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚6613186 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚10721458 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚332557037323264 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚9992553 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1200320080384 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 trainer/global_step‚1149 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚92353598475264 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚47080960 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚332423273181903 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 _runtime‚2166.240173828 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚20714011 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚10731506 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0´|}ï÷&© ñM F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚331223613942944 % _timestamp‚1.7848451082372527e+09 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚20714011 QEDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚9992559 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚333 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3070479 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚3542702 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚90836849296384 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚331355371814912 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1517164350976 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 MADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚9992553 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 EDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚20724065 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1200320080384 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚3070484 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚331355345641472 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1201665508352 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚6613186 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚10721458 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚332557037323264 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 I=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚9992553 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1200320080384 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 trainer/global_step‚1149 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚92353598475264 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚47080960 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚332423273181903 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 _runtime‚2166.240173828 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚20714011 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚10731506 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚6612853 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚92354013647360 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚332557037323264 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚331355371814912 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 415172096 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚332555665721856 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 BDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1199633810991 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚331355345641472 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚10731506 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚328 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚10721458 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚331223639370912 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚90836481205248 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1517117270016 FDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚345250472450992 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1252635909120 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚3200796 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚96275319579648 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚346501016040497 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚96275743147520 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚345387773511680 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚3692564 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚345387773511680 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 _step‚122 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚345387747338240 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1251290488320 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚345387747338240 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚6893360 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚345250497878960 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1252635909120 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 % _timestamp‚1.7848451981177409e+09 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚11186538 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚339 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚6893021 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚334 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1249173550419 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1251290488320 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚94694119761920 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚346639037826560 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚346639037826560 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚11176504 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚10415318 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚55476736 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚346640409420800 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1581255294464 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1581199817728 trainer/global_step‚1199 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚3200791 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823aI›jñ'Á ëO WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚6893021 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚334 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1249173550419 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1251290488320 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚94694119761920 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚346639037826560 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚346639037826560 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚11176504 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚10415318 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚55476736 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚346640409420800 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1581255294464 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1581199817728 trainer/global_step‚1199 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚3200791 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚10415312 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚345250472450992 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320396288 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1252635909120 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚3200796 YFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚96275319579648 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚346501016040497 ]JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚96275743147520 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚345387773511680 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚3692564 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚345387773511680 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 _step‚122 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚345387747338240 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1251290488320 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚345387747338240 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚6893360 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚345250497878960 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1252635909120 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 % _timestamp‚1.7848451981177409e+09 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚11186538 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚339 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0zeŠDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚21609265 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚333 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1582441545728 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚11185586 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1250194352059 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚21619319 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚94772706127872 % _timestamp‚1.7848451996510336e+09 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚21609265 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚11195634 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚6898598 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1252312996352 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚10423685 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚3695500 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚96355569137152 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚346920341226496 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1582494918144 _runtime‚2257.654808526 PDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚345666682802176 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚345666682802176 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 421463552 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚96355147673600 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320396288 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚10423685 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1253658424320 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚3695167 BDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚21619319 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚345529299652736 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚345666656628736 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3203431 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚11185586 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚11195634 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚338 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 FDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚21619319 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚345529299652736 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚345666656628736 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3203431 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚11185586 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚11195634 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚338 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 FDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚21609265 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚333 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1582441545728 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚11185586 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1250194352059 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚21619319 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 4770þ•âÌJ 9837312 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 ^KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚94772706127872 % _timestamp‚1.7848451996510336e+09 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚21609265 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚11195634 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚6898598 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1252312996352 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚10423685 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚3695500 [HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚96355569137152 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚346920341226496 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1582494918144 _runtime‚2257.654808526 PDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚345666682802176 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚345666682802176 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 421463552 WDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚96355147673600{žKV|2Å - _wandbruntime‚2257  _runtime‚22573áÛÆ € /loss/FRt2/assignment_loss‚3.558193889291517 2loss/SRqqt1/assignment_loss‚0.8819198067328949 /loss/FRt2/detection_loss‚0.6181225716674427 1loss/SRqqt2/detection_loss‚2.3175892846842037 /loss/FBt1/detection_loss‚1.3557815126769128 /loss/FBt2/detection_loss‚1.9315563642050104 % _timestamp‚1.7848451996541684e+09 2loss/SRqqt2/assignment_loss‚1.4346842697663793 0loss/FBt2/assignment_loss‚0.1423198863045128 _runtime‚2257.656947336 1loss/FBt1/assignment_loss‚0.10315593267179272 /loss/FRt1/detection_loss‚1.4907469712252588 0loss/SRqqt1/detection_loss‚0.802949407858012 &loss/total_loss‚16.559590752678087 0loss/FRt1/assignment_loss‚1.9225708555941488 epoch‚29 trainer/global_step‚1199 _step‚124ÇƤ Ç „ 0loss/FRt1/assignment_loss‚1.9225708555941488 epoch‚29 trainer/global_step‚1199 _step‚124 /loss/FRt2/assignment_loss‚3.558193889291517 2loss/SRqqt1/assignment_loss‚0.8819198067328949 /loss/FRt2/detection_loss‚0.6181225716674427 1loss/SRqqt2/detection_loss‚2.3175892846842037 /loss/FBt1/detection_loss‚1.3557815126769128 /loss/FBt2/detection_loss‚1.9315563642050104 % _timestamp‚1.7848451996541684e+09 2loss/SRqqt2/assignment_loss‚1.4346842697663793 0loss/FBt2/assignment_loss‚0.1423198863045128 _runtime‚2257.656947336 1loss/FBt1/assignment_loss‚0.10315593267179272 /loss/FRt1/detection_loss‚1.4907469712252588 0loss/SRqqt1/detection_loss‚0.802949407858012 &loss/total_loss‚16.559590752678087|ÜVi?2È - _wandbruntime‚2261  _runtime‚2261Ó5–À7É ’n 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.10108024626970291 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5050381422042847 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.35885167121887207 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 )loss/val_total_loss‚16.39283844907264 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5041842460632324 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 particle/accuracy_2_of_2‚1 particle/accuracy_4_of_4‚1 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6901943683624268 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.07500000298023224 _runtime‚2261.345019217 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 *jet/accuracy_2_of_4‚0.4065934121608734 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.3333333134651184 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.28791728615760803 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.07335493713617325 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 7 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.0724416971206665 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.18162491917610168 particle/accuracy_1_of_2‚1 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5407907366752625 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.4980562925338745 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.07500000298023224 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.49043065309524536 * Purity/*FRt0SRqqt1FBt/FRt_purity‚0.375 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.46795207262039185 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.11688312143087387 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 *jet/accuracy_2_of_2‚0.0839533731341362 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.06390106678009033 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.1882840096950531 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 +"Purity/1FRt0SRqqt2FBt/event_purity‚0.25 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 7validation_average_jet_accuracy‚0.26089274883270264 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3165322542190552 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.050433412194252014 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5052505135536194 particle/accuracy_3_of_3‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5041842460632324 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09454244375228882 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 *jet/accuracy_1_of_4‚0.7417582273483276 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15172697603702545 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 +jet/accuracy_2_of_3‚0.36302947998046875 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 particle/accuracy_2_of_3‚1 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.42500001192092896 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5286256074905396 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10616491734981537 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.4787617027759552 8"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.499203085899353 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.06642904877662659 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.4275362491607666 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 % _timestamp‚1.7848452033404827e+09 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.3782467544078827 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 +particle/sensitivity‚0.5822333097457886 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.3333333134651184 8"Purity/*FRt1SRqqt*FBt/event_purity‚0.288539856672287 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.17043845355510712 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10350029170513153 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.4169856309890747 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 +jet/accuracy_1_of_1‚0.21745522320270538 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 _step‚125 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05134948715567589 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.019523581489920616 trainer/global_step‚1199 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.4522727131843567 *jet/accuracy_1_of_3‚0.8527734279632568 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.41904765367507935 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.05817312374711037 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.27243590354919434 *jet/accuracy_3_of_4‚0.0357142873108387 particle/accuracy_1_of_3‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3987500071525574 9"Purity/1FRt0SRqqt1FBt/event_purity‚0.3375000059604645 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.2916666567325592 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.5682476758956909 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8435314893722534 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.538817822933197 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0638444647192955 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.5620803833007812 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.4522727131843567 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 +"Purity/1FRt*SRqqt2FBt/event_purity‚0.25 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.2916666567325592 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.03794326260685921 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6564515829086304 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5286564826965332 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.2809523940086365 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.30676329135894775 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.193452388048172 +particle/specificity‚0.8965158462524414 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.3814520835876465 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.049760766327381134 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 'particle/f_score‚0.5928369760513306 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.4419642686843872 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6892856955528259 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_4‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.18549785017967224 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5346114039421082 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.06642904877662659 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.04210992902517319 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.011794930323958397 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09528981894254684 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.5416666865348816 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.507563054561615 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.17745769023895264 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.3721774220466614 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.5641025900840759 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2760416567325592 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.11968235671520233 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.44610390067100525 particle/accuracy_1_of_1‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 epoch‚29 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 +jet/accuracy_3_of_3‚0.04933851212263107 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.48301902413368225 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.5032608509063721 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.1875 particle/accuracy_3_of_4‚1 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.1459375023841858 *jet/accuracy_1_of_2‚0.6472800970077515 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.1392042636871338 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10315698385238647 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.4207545518875122 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.1920962631702423 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.15235525369644165 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.0754212737083435 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 particle/accuracy_2_of_4‚1 (particle/accuracy‚0.8295084238052368¦ÕcEù4Ê –n 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0638444647192955 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.5620803833007812 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.4522727131843567 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 +"Purity/1FRt*SRqqt2FBt/event_purity‚0.25 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.2916666567325592 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.03794326260685921 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6564515829086304 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5286564826965332 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.2809523940086365 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.30676329135894775 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.193452388048172 +particle/specificity‚0.8965158462524414 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.3814520835876465 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ;"Purity/*FRt2SRqqt*FBt/event_purity‚0.049760766327381134 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 'particle/f_score‚0.5928369760513306 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.4419642686843872 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6892856955528259 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 jet/accuracy_4_of_4‚0 particle/accuracy_1_of_4‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.18549785017967224 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5346114039421082 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.06642904877662659 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.04210992902517319 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.011794930323958397 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09528981894254684 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.5416666865348816 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.507563054561615 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.17745769023895264 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.3721774220466614 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.5641025900840759 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2760416567325592 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.11968235671520233 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.44610390067100525 particle/accuracy_1_of_1‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 epoch‚29 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 +jet/accuracy_3_of_3‚0.04933851212263107 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.48301902413368225 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.5032608509063721 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.1875 particle/accuracy_3_of_4‚1 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.1459375023841858 *jet/accuracy_1_of_2‚0.6472800970077515 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.1392042636871338 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10315698385238647 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.4207545518875122 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.1920962631702423 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.15235525369644165 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.0754212737083435 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 particle/accuracy_2_of_4‚1 (particle/accuracy‚0.8295084238052368 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.10108024626970291 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5050381422042847 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.35885167121887207 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 )loss/val_total_loss‚16.39283844907264 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5041842460632324 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 particle/accuracy_2_of_2‚1 particle/accuracy_4_of_4‚1 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6901943683624268 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.07500000298023224 _runtime‚2261.345019217 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 *jet/accuracy_2_of_4‚0.4065934121608734 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.3333333134651184 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.28791728615760803 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.07335493713617325 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 7 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.0724416971206665 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.18162491917610168 particle/accuracy_1_of_2‚1 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5407907366752625 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.4980562925338745 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.07500000298023224 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.49043065309524536 * Purity/*FRt0SRqqt1FBt/FRt_purity‚0.375 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.46795207262039185 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.11688312143087387 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 *jet/accuracy_2_of_2‚0.0839533731341362 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.06390106678009033 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.1882840096950531 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 +"Purity/1FRt0SRqqt2FBt/event_purity‚0.25 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 7validation_average_jet_accuracy‚0.26089274883270264 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3165322542190552 ;"Purity/*FRt2SRqqt0FBt/event_purity‚0.050433412194252014 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5052505135536194 particle/accuracy_3_of_3‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5041842460632324 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09454244375228882 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 *jet/accuracy_1_of_4‚0.7417582273483276 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15172697603702545 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 +jet/accuracy_2_of_3‚0.36302947998046875 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 particle/accuracy_2_of_3‚1 8 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.42500001192092896 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5286256074905396 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10616491734981537 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.4787617027759552 8"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.499203085899353 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.06642904877662659 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.4275362491607666 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 % _timestamp‚1.7848452033404827e+09 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.3782467544078827 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 +particle/sensitivity‚0.5822333097457886 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.3333333134651184 8"Purity/*FRt1SRqqt*FBt/event_purity‚0.288539856672287 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.17043845355510712 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10350029170513153 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.4169856309890747 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 +jet/accuracy_1_of_1‚0.21745522320270538 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 _step‚125 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05134948715567589 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.019523581489920616 trainer/global_step‚1199 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.4522727131843567 *jet/accuracy_1_of_3‚0.8527734279632568 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.41904765367507935 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.05817312374711037 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.27243590354919434 *jet/accuracy_3_of_4‚0.0357142873108387 particle/accuracy_1_of_3‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/0FRt*SRqqt1FBt/SRqqt—?L#_purity‚0.3987500071525574 9"Purity/1FRt0SRqqt1FBt/event_purity‚0.3375000059604645 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.2916666567325592 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.5682476758956909 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8435314893722534 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.538817822933197}-|ÉìË ‚(:… —§ŠÓŽ÷Ú gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚39.0 gpu.0.powerWatts‚101.902' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚20.3804 gpu.0.smClock‚1275 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0iÕýÊÒÌ ‚(:Ç —§ŠÓ¾¿ network.recv‚273016 disk.dm-1.out‚ 48.359375 disk.rbd1.in‚0" disk.nvme0n1.in‚590681.2734375% disk.nvme0c0n1.out‚52844.88671875 disk.sda1.in‚0 disk.sda3.in‚28661.58984375 disk.sda3.out‚ 48.359375 disk.dm-1.in‚28661.58984375 disk.sda.in‚28661.58984375 disk.dm-0.out‚52844.88671875% proc.memory.availableMB‚ 4.7109375 disk.sda2.in‚0 disk.rbd1.out‚0 disk.rbd3.out‚0 disk.dm-0.in‚590681.2734375# proc.memory.rssMB‚ 3534.21484375 proc.cpu.threads‚17 disk.sda.out‚ 48.359375* proc.memory.percent‚14.380757013956705 network.sent‚ 3.049845e+06 disk.rbd4.out‚0# disk.nvme0n1.out‚52844.88671875% disk./.usageGB‚1130.9908142089844 disk.sda2.out‚0 disk.sda1.out‚0$ memory_percent‚99.98083114624023 cpu‚24.96702460555854) disk./.usagePercent‚75.90286682456183 disk.rbd4.in‚0 disk.rbd3.in‚0$ disk.nvme0c0n1.in‚590681.2734375Ñ­{àÍ ‚(:Õ ¦§ŠÓ¢†à disk.dm-1.in‚29394.19921875$ memory_percent‚88.11826705932617" proc.memory.rssMB‚ 2564.6796875 cpu‚24.958605777018256 proc.cpu.threads‚17 network.recv‚274991 disk.rbd3.out‚0 disk.sda.in‚29394.19921875 disk.sda.out‚ 48.6328125& disk.nvme0n1.out‚55104.79443359375( disk.nvme0c0n1.out‚55104.79443359375 disk.dm-0.in‚593235.9609375 disk.sda2.out‚0 disk.sda1.in‚0 disk.rbd4.out‚0 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.rbd3.in‚0) proc.memory.percent‚10.43570836385091 disk.sda1.out‚0 disk.rbd4.in‚0% disk./.usageGB‚1129.3132400512695 disk.sda3.in‚29394.19921875 disk.sda3.out‚ 48.6328125$ disk.nvme0c0n1.in‚593236.0859375 disk.sda2.in‚0) disk./.usagePercent‚75.79028174758186 disk.dm-1.out‚ 48.6328125" disk.nvme0n1.in‚593236.0859375( proc.memory.availableMB‚ 2920.0546875 network.sent‚ 3.122462e+06# disk.dm-0.out‚55104.79443359375¼–Î ‚(:’ ¦§ŠÓÇäš  gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚296.088' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚59.217600000000004 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0Á–£“Ï ‚(:ˆ µ§ŠÓ÷—‘ gpu.0.gpu‚100.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚355.296' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚71.0592 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0…ö}@ßÐ ‚(:Ô µ§ŠÓ»èÿ disk.sda.in‚29394.19921875$ disk.nvme0c0n1.in‚596013.4453125 disk.sda3.in‚29394.19921875 disk.sda3.out‚ 48.94140625# disk.dm-0.out‚55189.62548828125) proc.memory.percent‚10.43570836385091 disk.sda.out‚ 48.94140625 cpu‚24.961438524859474 network.sent‚ 3.124683e+06 disk.sda2.in‚0 disk.rbd3.out‚0$ memory_percent‚88.11925252278647 network.recv‚276118 disk.dm-1.in‚29394.19921875 disk.rbd3.in‚0& disk.nvme0n1.out‚55189.62548828125( disk.nvme0c0n1.out‚55189.62548828125" proc.memory.rssMB‚ 2564.6796875) disk./.usagePercent‚75.79708755268373$ disk./.usageGB‚1129.414649963379 disk.sda1.in‚0 disk.sda1.out‚0 disk.rbd4.out‚0 disk.dm-1.out‚ 48.94140625% proc.memory.availableMB‚ 2919.8125 disk.sda2.out‚0 disk.rbd1.out‚0" disk.nvme0n1.in‚596013.4453125 disk.dm-0.in‚596013.0703125 disk.rbd1.in‚0 proc.cpu.threads‚17 disk.rbd4.in‚0ã«×Ñ ‚(:… ħŠÓã gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚293.955' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚58.791 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÂV“¥ßÒ ‚(:Ô ħŠÓíÒå network.recv‚276978" proc.memory.rssMB‚ 2564.6796875% disk.nvme0c0n1.in‚598839.17578125# disk.dm-0.out‚55189.81298828125 disk.sda3.out‚ 49.015625 disk.dm-1.in‚29394.19921875 disk.rbd1.in‚0 disk.rbd3.out‚0# disk.nvme0n1.in‚598839.17578125( disk.nvme0c0n1.out‚55189.81298828125 proc.cpu.threads‚17 disk.sda1.out‚0 disk.rbd1.out‚0& disk.nvme0n1.out‚55189.81298828125) disk./.usagePercent‚75.79708371251385 disk.sda3.in‚29394.19921875 network.sent‚ 3.126934e+06 disk.rbd4.in‚0) proc.memory.availableMB‚ 2919.81640625) proc.memory.percent‚10.43570836385091 cpu‚24.963822884589455 disk.sda1.in‚0 disk.rbd4.out‚0$ memory_percent‚88.11923662821451# disk./.usageGB‚1129.41459274292 disk.rbd3.in‚0 disk.sda.in‚29394.19921875 disk.sda2.in‚0 disk.sda2.out‚0 disk.dm-1.out‚ 49.015625 disk.sda.out‚ 49.015625 disk.dm-0.in‚598838.92578125ä‚H‰Ó ‚(:… Ó§ŠÓ¨«W gpu.0.gpu‚79.0 gpu.0.memory‚24+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚351.235' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚70.247 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0:€œÌÔ ‚(:Á Ó§ŠÓ„ð¶ disk.sda2.out‚0 disk.sda1.out‚0 disk.sda.out‚ 49.3984375 proc.cpu.threads‚17 network.sent‚ 3.129145e+06# disk./.usageGB‚1129.41459274292 disk.rbd4.in‚0 disk.rbd1.out‚0$ memory_percent‚88.11820348103842 cpu‚24.966452031904947! disk.nvme0c0n1.out‚ 55190.3125 disk.rbd4.out‚0 disk.dm-1.out‚ 49.3984375 disk.rbd1.in‚0" proc.memory.rssMB‚ 2564.6796875 network.recv‚278274% disk.nvme0c0n1.in‚600834.84765625 disk.dm-0.out‚ 55190.3125 disk.sda2.in‚0 disk.sda3.out‚ 49.3984375 disk.rbd3.in‚0 disk.rbd3.out‚0 disk.nvme0n1.out‚ 55190.3125# disk.nvme0n1.in‚600834.84765625( proc.memory.availableMB‚ 2920.0703125) proc.memory.percent‚10.43570836385091 disk.dm-0.in‚600834.59765625 disk.sda1.in‚0 disk.sda3.in‚29394.19921875 disk.sda.in‚29394.19921875) disk./.usagePercent‚75.79708371251385 disk.dm-1.in‚29394.19921875„0@2Õ - _wandbruntime‚2336  _runtime‚2336Ï>X7Ö üm & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.019523581489920616 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.4955131709575653 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.7986111044883728 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.47727274894714355 'particle/f_score‚0.5997477769851685 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.5048912763595581 +jet/accuracy_2_of_4‚0.44505494832992554 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8625215291976929 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.09298598766326904 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9636807441711426 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5473381280899048 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.49222487211227417 particle/accuracy_2_of_3‚1 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.08916236460208893 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 ,"Purity/1FRt0SRqqt2FBt/event_purity‚0.375 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.09474734216928482 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.04511426389217377 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.4300000071525574 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.011794930323958397 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.2845578193664551 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.17905914783477783 particle/accuracy_1_of_2‚1 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.2830517888069153 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.11819066852331161 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.10299782454967499 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.10748723894357681 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.12692901492118835 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 +jet/accuracy_2_of_2‚0.08291997015476227 9"Purity/1FRt*SRqqt*FBt/event_purity‚0.0785428136587143 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.47727274894714355 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 +jet/accuracy_1_of_1‚0.22561508417129517 particle/accuracy_1_of_4‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.47056451439857483 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.1272779107093811 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.10121845453977585 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9430107474327087 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.33454108238220215 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.4375 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.4166666865348816 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 *jet/accuracy_1_of_2‚0.6724123954772949 6validation_average_jet_accuracy‚0.2699248194694519 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 *"Purity/2FRt0SRqqt1FBt/event_purity‚0.5 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5306224226951599 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 % _timestamp‚1.7848452787502975e+09 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.44565218687057495 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 -"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.4375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 particle/accuracy_3_of_4‚1 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7070955038070679 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.5499752759933472 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.4523809552192688 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.5534188151359558 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.44565218687057495 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.5845350027084351 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.1980879306793213 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5062500238418579 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.507563054561615 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.17269736528396606 *jet/accuracy_3_of_3‚0.0669984221458435 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 + Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4375 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8492063283920288 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.2232142984867096 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.07500000298023224 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 +jet/accuracy_2_of_3‚0.36952298879623413 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7352941036224365 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.012987012974917889 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ."Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.53125 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5068804025650024 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.07079087197780609 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.44155845046043396 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2760416567325592 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.4909839630126953 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.16329512000083923 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_3_of_3‚1 +particle/specificity‚0.8918131589889526 _runtime‚ 2336.75348195 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9201388359069824 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.09298598766326904 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.38749998807907104 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5066061019897461 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.4114832580089569 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.4955131709575653 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.10380671173334122 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.2809523940086365 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 *jet/accuracy_1_of_4‚0.7417582273483276 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.47586119174957275 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.4166666865348816 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.08120568096637726 particle/accuracy_2_of_4‚1 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.04449760913848877 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7666666507720947 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 particle/accuracy_1_of_3‚1 (loss/val_total_loss‚16.2668255153923 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3326612710952759 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.10497835278511047 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.3811684548854828 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.18729376792907715 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9246031641960144 /particle/accuracy_4_of_4‚0.9642857313156128 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.12871289253234863 7 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.0919562503695488 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5306860208511353 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.49094200134277344 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.1404709815979004 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 jet/accuracy_4_of_4‚0 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.42040979862213135 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5326352119445801 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.5807033777236938 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6892856955528259 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.41662681102752686 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.1170855313539505 ,"Purity/1FRt*SRqqt2FBt/event_purity‚0.375 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 particle/accuracy_2_of_2‚1 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.3779761791229248 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9726572036743164 :"Purity/2FRt0SRqqt*FBt/event_purity‚0.02083333395421505 *particle/sensitivity‚0.599370002746582 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.4729195237159729 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 +jet/accuracy_3_of_4‚0.07417582720518112 _step‚126 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.16396383941173553 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.18902136385440826 ,"Purity/2FRt*SRqqt1FBt/event_purity‚0.125 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 *jet/accuracy_1_of_3‚0.8545939922332764 %particle/accuracy‚0.8294677734375 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.16708332300186157 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 + Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4375 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9707767963409424 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.49213075637817383 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.2155844271183014 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.07500000298023224 particle/accuracy_1_of_1‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20385342836380005 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.375 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 epoch‚30 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 trainer/global_step‚1239 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 8"Purity/0FRt*SRqqt0FBt/event_purity‚0.458992600440979 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.28205129504203796 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6564515829086304o;°Õ++× €n 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3326612710952759 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.10497835278511047 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.3811684548854828 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.18729376792907715 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9246031641960144 /particle/accuracy_4_of_4‚0.9642857313156128 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.12871289253234863 7 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.0919562503695488 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5306860208511353 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.49094200134277344 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.1404709815979004 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 jet/accuracy_4_of_4‚0 :"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.42040979862213135 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5326352119445801 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.5807033777236938 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.6892856955528259 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.41662681102752686 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.1170855313539505 ,"Purity/1FRt*SRqqt2FBt/event_purity‚0.375 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 particle/accuracy_2_of_2‚1 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.3779761791229248 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9726572036743164 :"Purity/2FRt0SRqqt*FBt/event_purity‚0.02083333395421505 *particle/sensitivity‚0.599370002746582 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.4729195237159729 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 +jet/accuracy_3_of_4‚0.07417582720518112 _step‚126 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.16396383941173553 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.18902136385440826 ,"Purity/2FRt*SRqqt1FBt/event_purity‚0.125 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 *jet/accuracy_1_of_3‚0.8545939922332764 %particle/accuracy‚0.8294677734375 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.16708332300186157 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 + Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4375 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9707767963409424 :"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.49213075637817383 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.2155844271183014 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.07500000298023224 particle/accuracy_1_of_1‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20385342836380005 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.375 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 epoch‚30 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 trainer/global_step‚1239 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 8"Purity/0FRt*SRqqt0FBt/event_purity‚0.458992600440979 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.28205129504203796 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6564515829086304 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.019523581489920616 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.4955131709575653 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.7986111044883728 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.47727274894714355 'particle/f_score‚0.5997477769851685 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.5048912763595581 +jet/accuracy_2_of_4‚0.44505494832992554 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8625215291976929 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.09298598766326904 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9636807441711426 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5473381280899048 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 :"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.49222487211227417 particle/accuracy_2_of_3‚1 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.08916236460208893 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 ,"Purity/1FRt0SRqqt2FBt/event_purity‚0.375 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.09474734216928482 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.04511426389217377 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.4300000071525574 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.011794930323958397 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.2845578193664551 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.17905914783477783 particle/accuracy_1_of_2‚1 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.2830517888069153 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.11819066852331161 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.10299782454967499 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.10748723894357681 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.12692901492118835 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 +jet/accuracy_2_of_2‚0.08291997015476227 9"Purity/1FRt*SRqqt*FBt/event_purity‚0.0785428136587143 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 :"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.47727274894714355 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 +jet/accuracy_1_of_1‚0.22561508417129517 particle/accuracy_1_of_4‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.47056451439857483 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.1272779107093811 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.10121845453977585 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9430107474327087 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.33454108238220215 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.4375 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.4166666865348816 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 *jet/accuracy_1_of_2‚0.6724123954772949 6validation_average_jet_accuracy‚0.2699248194694519 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 *"Purity/2FRt0SRqqt1FBt/event_purity‚0.5 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5306224226951599 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 % _timestamp‚1.7848452787502975e+09 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.44565218687057495 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 -"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.4375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 particle/accuracy_3_of_4‚1 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7070955038070679 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.5499752759933472 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.4523809552192688 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.5534188151359558 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.44565218687057495 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.5845350027084351 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.1980879306793213 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5062500238418579 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.507563054561615 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.17269736528396606 *jet/accuracy_3_of_3‚0.0669984221458435 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 + Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4375 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8492063283920288 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.2232142984867096 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.07500000298023224 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 +jet/accuracy_2_of_3‚0.36952298879623413 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚ÛU-Û 0.7352941036224365 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.012987012974917889 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ."Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.53125 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5068804025650024 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.07079087197780609 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 :"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.44155845046043396 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2760416567325592 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.4909839630126953 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.16329512000083923 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_3_of_3‚1 +particle/specificity‚0.8918131589889526 _runtime‚ 2336.75348195 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9201388359069824 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.09298598766326904 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.38749998807907104 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5066061019897461 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.4114832580089569 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.4955131709575653 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.10380671173334122 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.2809523940086365 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 *jet/accuracy_1_of_4‚0.7417582273483276 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 :"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.47586119174957275 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.4166666865348816 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.08120568096637726 particle/accuracy_2_of_4‚1 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.04449760913848877 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7666666507720947 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 particle/accuracy_1_of_3‚1 (loss/val_total_loss‚16.2668255153923~}tÈ?Ø ‚(:… ⧊Ó©ß gpu.0.gpu‚4.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚41.0 gpu.0.powerWatts‚102.552' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚20.5104 gpu.0.smClock‚1275 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0æ>g‹ËÙ ‚(:À ⧊Óþ¹´ disk.rbd1.out‚0 cpu‚24.97104503061036 disk.sda1.out‚0 disk.dm-1.in‚ 30159.4609375 disk.nvme0n1.out‚ 55190.46875 disk.sda.out‚ 49.49609375 network.recv‚279385) disk./.usagePercent‚75.79733869979496% disk./.usageGB‚1129.4183921813965 disk.dm-0.out‚ 55190.46875 disk.sda2.out‚0! disk.nvme0n1.in‚ 602274.671875* proc.memory.percent‚14.276981353759766( proc.memory.availableMB‚ 1975.7265625 disk.sda1.in‚0" proc.memory.rssMB‚ 3508.7109375 proc.cpu.threads‚17 disk.dm-0.in‚ 602274.671875$ memory_percent‚91.96074803670248# disk.nvme0c0n1.in‚ 602274.671875 disk.rbd1.in‚0 network.sent‚ 3.131335e+06 disk.sda3.out‚ 49.49609375 disk.rbd3.out‚0 disk.sda.in‚ 30159.4609375" disk.nvme0c0n1.out‚ 55190.46875 disk.sda2.in‚0 disk.sda3.in‚ 30159.4609375 disk.dm-1.out‚ 49.49609375 disk.rbd3.in‚0 disk.rbd4.in‚0 disk.rbd4.out‚0Ë ìZœÚ ‚(:‘ ñ§ŠÓëá( gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚282.087' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚56.417399999999994 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0…Ê;ÚÛ ‚(:Ï ñ§ŠÓ‰âÅ disk.dm-0.in‚603909.38671875! disk.dm-0.out‚56160.400390625 disk.sda2.out‚0 disk.sda1.in‚0 disk.sda1.out‚0 disk.dm-1.in‚ 30159.4609375 disk.dm-1.out‚ 49.7421875) disk./.usagePercent‚75.79734253996486 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.rbd3.in‚0 disk.sda3.out‚ 49.7421875" proc.memory.rssMB‚ 2564.6796875) proc.memory.percent‚10.43570836385091 proc.cpu.threads‚17 disk.rbd1.in‚0$ disk.nvme0n1.out‚56160.400390625$ memory_percent‚88.11820348103842( proc.memory.availableMB‚ 2920.0703125 disk.rbd1.out‚0 disk.rbd3.out‚0& disk.nvme0c0n1.out‚56160.400390625 cpu‚24.967281566604377 network.recv‚281625 disk.sda.out‚ 49.7421875% disk.nvme0c0n1.in‚603909.38671875% disk./.usageGB‚1129.4184494018555 disk.sda2.in‚0 disk.sda3.in‚ 30159.4609375# disk.nvme0n1.in‚603909.38671875 disk.sda.in‚ 30159.4609375 network.sent‚ 3.182678e+06¹Ì|ø2Ü - _wandbruntime‚2355  _runtime‚2355v-f]ÇÝ Á _runtime‚2355.692470128 _step‚127 & lr-AdamW/pg1‚3.754765877412739e-05 & lr-AdamW/pg2‚3.754765877412739e-05 trainer/global_step‚1249 % _timestamp‚1.7848452976900063e+09•ùЧËÞ Å trainer/global_step‚1249 % _timestamp‚1.7848452976900063e+09 _runtime‚2355.692470128 _step‚127 & lr-AdamW/pg1‚3.754765877412739e-05 & lr-AdamW/pg2‚3.754765877412739e-05Í»å²2ß - _wandbruntime‚2355  _runtime‚2355åKb°î'à èO WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚3851146 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 _runtime‚2355.693716933 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚361368991552000 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚251 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1303224583325 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1301879972207 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚22508022 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚360064930961408 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1304086764032 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚10859220 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚360064904787968 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1305432184832 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚10859214 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚359921729753808 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚10859220 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚7185590 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚98637251309568 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚256 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚11648808 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 IDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚360064904787968 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚11648808 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚360064930961408 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚100286123332608 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚22518062 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚3850895 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 402596352 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚100285720736256 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚359921704325840 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚34505216 BDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚11658842 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 trainer/global_step‚1249 _step‚128 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚361368991552000 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚11658842 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1648469426688 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚361224954337133 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181à`yÿó'á íO ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚34505216 BDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚11658842 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 trainer/global_step‚1249 _step‚128 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚361368991552000 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚11658842 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1648469426688 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚361224954337133 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚3851146 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 _runtime‚2355.693716933 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚361368991552000 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚251 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1303224583325 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1301879972207 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚22508022 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚360064930961408 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1304086764032 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚10859220 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚360064904787968 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1305432184832 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚10859214 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚359921729753808 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚10859220 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚7185590 `MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚98637251309568 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚256 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚11648808 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 IDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚360064904787968 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚11648808 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚360064930961408 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚100286123332608 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚22518062 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚3850895 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 402596352 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚100285720736256 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚359921704325840 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864€):Øš2â - _wandbruntime‚2357  _runtime‚2357È•U-ðã òM NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚10867581 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 PDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 FDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚7191234 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚257 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚11657890 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚361650294951936 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 404686336 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1306454700032 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚98716205766656 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚10867581 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚360343840251904 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1304245385077 _step‚129 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚22535525 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚100365620742656 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚360200531527584 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚361648923350528 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚3337340 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 JBDeviceStatsMonitor.on_train_batch_end/segment.smal"ï´1l_pool.allocated‚823 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚262 FDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚22535525 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚361503406873463 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚3853899 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚100366025428992 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1649783067136 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3337335 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚22525471 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚361650294951936 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚10867587 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚360343840251904 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1306454700032 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚10867587 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1649819662336 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚36595200 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 BDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 FDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚7191234 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚257 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚11657890 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚361650294951936 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 404686336 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1306454700032 bODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚98716205766656 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚10867581 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚360343840251904 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1304245385077 _step‚129 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚22535525 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚100365620742656 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚360200531527584 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚361648923350528 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚3337340 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚262 FDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚22535525 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚361503406873463 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚3853899 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚100366025428992 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1649783067136 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3337335 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚22525471 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚361650294951936 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚10867587 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚360343840251904 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1306454700032 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚10867587 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1649819662336 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚36595200 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 BDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚375732295455232 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1353785124505 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚296 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚4003488 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚375582519771255 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1356079680000 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 % _timestamp‚1.7848453930276859e+09 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚374227390035632 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚12122970 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚7471135 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚23403276 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚23413316 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4003784 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1357425100800 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚11290346 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚11290340 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1356079680000 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1714123859456 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚3467647 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚102573844323328 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1355129735623 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚7471436 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 trainer/global_step‚1299 BDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚375581149732169 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚374227364607664aDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚375581149732169 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚374227364607664 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚11290346 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚12122970 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚375732295455232 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚12112936 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚374376215775232 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚11290340 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚375732295455232 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1353785124505 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚296 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚4003488 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚375582519771255 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1356079680000 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 % _timestamp‚1.7848453930276859e+09 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚374227390035632 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚12122970 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚7471135 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚23403276 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚23413316 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4003784 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1357425100800 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚11290346 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚11290340 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1356079680000 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1714123859456 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0…äFœ‚2ý - _wandbruntime‚2452  _runtime‚2452È£C‹ù&þ óM TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1357102188032 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚12122018 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚12132066 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1358447616000 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚12122018 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚4006718 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚102652430689280 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 _step‚134 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 FDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚23430779 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚11298707 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚375862342346783 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1358447616000 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚7476699 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚3470292 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚374506166381440 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 _runtime‚2452.537690985 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 trainer/global_step‚1299 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚102652062598144 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚11298713 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚311 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1715399325184 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚376013598855168 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚11298713 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚374655151239168 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3470287 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1354805926145 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚306 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 # _timestamp‚1.78484539453435e+09 PDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚374506191809408 EDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚374655151239168 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 FDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚7476699 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚3470292 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚374506166381440 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 _runtime‚2452.537690985 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 trainer/global_step‚1299 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚102652062598144 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚11298713 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚311 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1715399325184 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚376013598855168 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚11298713 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚374655151239168 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3470287 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1354805926145 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚306 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 # _timestamp‚1.78484539453435e+09 PDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚374506191809408 EDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚374655151239168 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 FDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 FDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚23430779 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚11298707 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚375862342346783†óžßÇ2€ - _wandbruntime‚2452  _runtime‚2452–¤Ù7 € 2loss/SRqqt2/assignment_loss‚1.3909873972060505 /loss/FRt1/detection_loss‚1.4128524810459677 1loss/SRqqt2/detection_loss‚2.1747300307507866 /loss/FBt2/detection_loss‚1.1048507564725563 &loss/total_loss‚15.929419882460806 % _timestamp‚1.7848453945413182e+09 _runtime‚2452.543801539 2loss/SRqqt1/assignment_loss‚0.9000167972411611 /loss/FRt2/detection_loss‚0.6323428183737059 _step‚135 /loss/FRt2/assignment_loss‚3.486481182365689 0loss/FBt1/assignment_loss‚0.5641731142995247 1loss/FBt2/assignment_loss‚0.09531390689184195 trainer/global_step‚1299 0loss/SRqqt1/detection_loss‚0.702645639176675 /loss/FBt1/detection_loss‚1.6857140362262726 epoch‚32 0loss/FRt1/assignment_loss‚1.7793117224105768lšÝ ‚ … /loss/FRt2/assignment_loss‚3.486481182365689 0loss/FBt1/assignment_loss‚0.5641731142995247 1loss/FBt2/assignment_loss‚0.09531390689184195 trainer/global_step‚1299 0loss/SRqqt1/detection_loss‚0.702645639176675 /loss/FBt1/detection_loss‚1.6857140362262726 epoch‚32 0loss/FRt1/assignment_loss‚1.7793117224105768 2loss/SRqqt2/assignment_loss‚1.3909873972060505 /loss/FRt1/detection_loss‚1.4128524810459677 1loss/SRqqt2/detection_loss‚2.1747300307507866 /loss/FBt2/detection_loss‚1.1048507564725563 &loss/total_loss‚15.929419882460806 % _timestamp‚1.7848453945413182e+09 _runtime‚2452.543801539 2loss/SRqqt1/assignment_loss‚0.9000167972411611 /loss/FRt2/detection_loss‚0.6323428183737059 _step‚135‡0@’ƒ ‚(:‡ Ú¨ŠÓûå gpu.0.gpu‚96.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚300.321' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚60.0642 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0[xYÙÜ„ ‚(:Ñ Ú¨ŠÓùÑ„ disk.sda2.in‚0$ memory_percent‚88.12103271484375 disk.rbd4.in‚0$ proc.memory.availableMB‚2919.375 network.sent‚ 3.303785e+06 disk.sda3.in‚31779.80859375 disk.sda3.out‚ 52.6484375 disk.dm-1.in‚31779.80859375" disk.dm-0.out‚59243.2763671875 disk.rbd4.out‚0 network.recv‚291414 disk.rbd1.in‚0 disk.rbd3.out‚0' disk.nvme0c0n1.out‚59243.2763671875 disk.sda2.out‚0 disk.sda1.out‚0" proc.memory.rssMB‚ 2564.6796875 disk.rbd3.in‚0 disk.sda.in‚31779.80859375) proc.memory.percent‚10.43570836385091 proc.cpu.threads‚17) disk./.usagePercent‚75.80663626313702# disk.nvme0n1.in‚617605.75390625 cpu‚24.982486347722983% disk./.usageGB‚1129.5569305419922 disk.dm-0.in‚617605.75390625% disk.nvme0c0n1.in‚617605.75390625 disk.sda1.in‚0 disk.dm-1.out‚ 52.6484375 disk.rbd1.out‚0% disk.nvme0n1.out‚59243.2763671875 disk.sda.out‚ 52.6484375 Š¯ž… ‚(:“ 訊ÓöÒäÜ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚305.465' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚61.092999999999996 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0?Uä† ‚(:Ù 騊Óùõ disk.sda3.out‚ 52.87890625 network.sent‚ 3.362278e+06 disk.sda1.out‚0 disk.sda2.in‚0" proc.memory.rssMB‚ 2564.6796875 network.recv‚293817 disk.dm-1.in‚31779.80859375 disk.rbd1.out‚0& disk.nvme0n1.out‚59243.76513671875 cpu‚24.984946620492387 proc.cpu.threads‚17" disk.nvme0n1.in‚617974.7109375% disk./.usageGB‚1129.5569305419922# disk.dm-0.out‚59243.76513671875 disk.sda2.out‚0 disk.rbd4.in‚0 disk.rbd1.in‚0 disk.dm-0.in‚617974.7109375 disk.dm-1.out‚ 52.87890625 disk.rbd3.in‚0 disk.sda.in‚31779.80859375$ memory_percent‚88.12079429626465 disk.sda3.in‚31779.80859375 disk.sda.out‚ 52.87890625) proc.memory.availableMB‚ 2919.43359375) proc.memory.percent‚10.43570836385091) disk./.usagePercent‚75.80663626313702 disk.sda1.in‚0 disk.rbd4.out‚0 disk.rbd3.out‚0$ disk.nvme0c0n1.in‚617974.7109375( disk.nvme0c0n1.out‚59243.76513671875æíje2‡ - _wandbruntime‚2489  _runtime‚24890kêˆ ˜n ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20640841126441956 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10429432988166809 & PuîâwM6rity/1FRt*SRqqt*FBt/FBt_purity‚1 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4791666567325592 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08526305109262466 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.5954545736312866 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.4692028760910034 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.06327570974826813 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 *jet/accuracy_3_of_3‚0.0651778131723404 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0724782943725586 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3482862710952759 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5017081499099731 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08514648675918579 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.4166666865348816 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 :"Purity/1FRt1SRqqt*FBt/event_purity‚0.02116292715072632 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.30325835943222046 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.4583333134651184 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.16168831288814545 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8492063283920288 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8744262456893921 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0972222238779068 particle/accuracy_2_of_4‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1696428656578064 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.4375 ,"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.625 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07310785353183746 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 +jet/accuracy_3_of_4‚0.07417582720518112 *loss/val_total_loss‚15.933970274007393 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.11218901723623276 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.4166666865348816 8"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.623603343963623 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6016746759414673 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.33454108238220215 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.4910714328289032 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10518050193786621 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6092391014099121 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.45443546772003174 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6731182932853699 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09390635043382645 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.4583333134651184 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6194679141044617 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 *"Purity/2FRt0SRqqt1FBt/event_purity‚0.5 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_1‚1 'particle/f_score‚0.5875332355499268 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.4880884885787964 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.012987012974917889 *jet/accuracy_1_of_2‚0.6814649105072021 /particle/accuracy_4_of_4‚0.9258241653442383 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ,"Purity/2FRt*SRqqt1FBt/event_purity‚0.125 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 particle/accuracy_1_of_2‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08731871843338013 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.20952382683753967 particle/accuracy_2_of_3‚1 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.09879826754331589 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5290787816047668 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07548201084136963 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6388888955116272 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5201308727264404 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9726572036743164 ( Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.5954545736312866 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5659663677215576 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4791666567325592 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5690986514091492 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07548201084136963 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 *jet/accuracy_2_of_4‚0.5164835453033447 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9636807441711426 particle/accuracy_2_of_2‚1 _runtime‚2489.178525352 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/2FRt0SRqqt*FBt/event_purity‚0.02083333395421505 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 +jet/accuracy_2_of_2‚0.10110780596733093 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.7986111044883728 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5277478694915771 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2321428656578064 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7161045074462891 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3851674795150757 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.05000000074505806 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9430107474327087 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.16118621826171875 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.05000000074505806 +particle/sensitivity‚0.5692253112792969 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.15186196565628052 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5026595592498779 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5290787816047668 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.4824134111404419 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5254542827606201 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5691825151443481 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9201388359069824 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015174697153270245 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.49772727489471436 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.23766307532787323 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.14924436807632446 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.1236458346247673 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06725484877824783 ) Purity/2FRt1SRqqt0FBt/FRt_purity‚0.25 +jet/accuracy_1_of_1‚0.22773997485637665 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 epoch‚32 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.5921338796615601 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.375 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.09736841917037964 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.12952302396297455 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.25854700803756714 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 _step‚136 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.30455175042152405 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 7"Purity/*FRt0SRqqt1FBt/event_purity‚0.86771559715271 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.14002054929733276 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9707767963409424 trainer/global_step‚1319 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 particle/accuracy_3_of_3‚1 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5682362914085388 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.14814049005508423 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7059524059295654 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.49000000953674316 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.41904765367507935 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 8"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.602318525314331 particle/accuracy_3_of_4‚1 (particle/accuracy‚0.8296305537223816 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5220182538032532 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 particle/accuracy_1_of_4‚1 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 6validation_average_jet_accuracy‚0.2751203179359436 % _timestamp‚1.7848454311752765e+09 8"Purity/0FRt1SRqqt1FBt/event_purity‚0.489130437374115 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 *jet/accuracy_2_of_3‚0.3760164976119995 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5894494652748108 *jet/accuracy_1_of_4‚0.8159340620040894 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5540028810501099 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 +particle/specificity‚0.9001907110214233 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.510869562625885 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09338387846946716 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9246031641960144 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05875139310956001 jet/accuracy_4_of_4‚0 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5540567636489868 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.16589662432670593 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.4954545497894287 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04834515228867531 *jet/accuracy_1_of_3‚0.8686127066612244¡Ùïà#7‰ n 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4791666567325592 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08526305109262466 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.5954545736312866 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.4692028760910034 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.06327570974826813 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 *jet/accuracy_3_of_3‚0.0651778131723404 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0724782943725586 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3482862710952759 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5017081499099731 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08514648675918579 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.4166666865348816 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 :"Purity/1FRt1SRqqt*FBt/event_purity‚0.02116292715072632 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.30325835943222046 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.4583333134651184 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.16168831288814545 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8492063283920288 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8744262456893921 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0972222238779068 particle/accuracy_2_of_4‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1696428656578064 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 + Purity/2FRt*SRqqt1FBt/FRt_purity‚0.4375 ,"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.625 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07310785353183746 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 +jet/accuracy_3_of_4‚0.07417582720518112 *loss/val_total_loss‚15.933970274007393 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.11218901723623276 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.4166666865348816 8"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.623603343963623 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6016746759414673 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.33454108238220215 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.4910714328289032 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10518050193786621 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6092391014099121 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.45443546772003174 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6731182932853699 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09390635043382645 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.4583333134651184 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6194679141044617 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 *"Purity/2FRt0SRqqt1FBt/event_purity‚0.5 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_1‚1 'particle/f_score‚0.5875332355499268 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.4880884885787964 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.012987012974917889 *jet/accuracy_1_of_2‚0.6814649105072021 /particle/accuracy_4_of_4‚0.9258241653442383 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ,"Purity/2FRt*SRqqt1FBt/event_purity‚0.125 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 particle/accuracy_1_of_2‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08731871843338013 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.20952382683753967 particle/accuracy_2_of_3‚1 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.09879826754331589 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5290787816047668 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07548201084136963 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6388888955116272 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5201308727264404 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9726572036743164 ( Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.5954545736312866 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5659663677215576 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4791666567325592 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5690986514091492 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07548201084136963 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 *jet/accuracy_2_of_4‚0.5164835453033447 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9636807441711426 particle/accuracy_2_of_2‚1 _runtime‚2489.178525352 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/2FRt0SRqqt*FBt/event_purity‚0.02083333395421505 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 +jet/accuracy_2_of_2‚0.10110780596733093 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.7986111044883728 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5277478694915771 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2321428656578064 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7161045074462891 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3851674795150757 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.05000000074505806 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9430107474327087 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.16118621826171875 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.05000000074505806 +particle/sensitivity‚0.5692253112792969 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.15186196565628052 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5026595592498779 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5290787816047668 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.4824134111404419 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5254542827606201 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5691825151443481 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9201388359069824 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015174697153270245 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.49772727489471436 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.23766307532787323 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.14924436807632446 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.1236458346247673 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06725484877824783 ) Purity/2FRt1SRqqt0FBt/FRt_purity‚0.25 +jet/accuracy_1_of_1‚0.22773997485637665 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 epoch‚32 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.5921338796615601 * Purity/2FRt1SRqqt1FBt/FRt_purity‚0.375 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.09736841917037964 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.12952302396297455 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.25854700803756714 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 _step‚136 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.30455175042152405 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 7"Purity/*FRt0SRqqt1FBt/event_purity‚0.86771559715271 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.14002054929733276 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9707767963409424 trainer/global_step‚1319 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 particle/accuracy_3_of_3‚1 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5682362914085388 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.14814049005508423 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7059524059295654 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.49000000953674316 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.41904765367507935 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 8"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.602318525314331 particle/accuracy_3_of_4‚1 (particle/accuracy‚0.8296305537223816 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5220182538032532 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 particle/accuracy_1_of_4‚1 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 6validation_average_jet_accuracy‚0.2751203179359436 % _timestamp‚1.7848454311752765e+09 8"Purity/0FRt1SRqqt1FBt/event_purity‚0.489130437374115 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 *jet/accuracy_2_of_3‚0.3760164976119995 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5894494652748108 *jet/accuracy_1_of_4‚0.8159340620040894 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5540028810501099 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 +particle/specificity‚0.9001907110214233 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.510869562625885 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09338387846946716 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9246031641960144 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05875139310956001 jet/accuracy_4_of_4‚0 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5540567636489868 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.16589662432670593 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.4954545497894287 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04834515228867531 *jet/accuracy_1_of_3‚0.8686127066612244 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20640841126441956 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10429432988166809 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5ˆ çaBŠ ‚(:„ ø¨ŠÓʈ. gpu.0.gpu‚4.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚44.0 gpu.0.powerWatts‚124.768' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚24.9536 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0;$æ‹ ‚(:Û ø¨ŠÓÿÕ disk.sda1.in‚0 network.sent‚ 3.364548e+06 disk.rbd3.in‚0& proc.memory.availableMB‚ 2589.28125# disk.nvme0n1.in‚619167.91796875& disk.nvme0n1.out‚59244.00244140625 disk.rbd4.in‚0# proc.memory.rssMB‚ 2895.49609375) disk./.usagePercent‚75.80663626313702 disk.dm-1.out‚ 52.94921875% disk./.usageGB‚1129.5569305419922 disk.sda.in‚31779.80859375 disk.rbd3.out‚0 disk.sda3.out‚ 52.94921875$ memory_percent‚89.46418762207031 disk.rbd1.in‚0( disk.nvme0c0n1.out‚59244.00244140625 disk.sda1.out‚0 disk.rbd4.out‚0* proc.memory.percent‚11.781803766886394 cpu‚24.989430006187654 proc.cpu.threads‚17 network.recv‚294910 disk.dm-1.in‚31779.80859375 disk.rbd1.out‚0 disk.dm-0.in‚619167.91796875# disk.dm-0.out‚59244.00244140625 disk.sda2.in‚0 disk.sda2.out‚0 disk.sda3.in‚31779.80859375 disk.sda.out‚ 52.94921875% disk.nvme0c0n1.in‚619167.91796875…„}œŒ ‚(:‘ ‡©ŠÓ¨¡ƒ gpu.0.gpu‚92.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚354.766' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚70.95320000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¼³+Î ‚(:à ‡©ŠÓ†¤ï disk.rbd4.out‚0 disk.rbd1.out‚0$ disk.nvme0n1.out‚60214.064453125$ disk.nvme0c0n1.in‚620512.3359375) disk./.usagePercent‚75.80689509058804 disk.sda2.in‚0 disk.sda3.in‚31779.80859375 disk.sda3.out‚53.125 disk.rbd3.in‚0 disk.sda1.out‚0 disk.rbd3.out‚0" disk.nvme0n1.in‚620512.3359375 disk.sda.out‚53.125 network.sent‚ 3.41594e+06 proc.cpu.threads‚17) proc.memory.availableMB‚ 2497.51171875 disk.rbd4.in‚0 disk.dm-1.out‚53.125 disk.rbd1.in‚0 disk.sda.in‚31779.80859375$ memory_percent‚89.83759880065918" proc.memory.rssMB‚ 2564.6796875 network.recv‚297193% disk./.usageGB‚1129.5607872009277) proc.memory.percent‚10.43570836385091 disk.sda2.out‚0& disk.nvme0c0n1.out‚60214.064453125 disk.dm-0.in‚620512.3359375! disk.dm-0.out‚60214.064453125 cpu‚24.987153624378116 disk.sda1.in‚0 disk.dm-1.in‚31779.80859375s#auŽ ‚(:… –©ŠÓÔ’º gpu.0.gpu‚88.0 gpu.0.memory‚25+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚44.0 gpu.0.powerWatts‚136.54' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚27.308 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÒØæ¢× ‚(:Ì –©ŠÓ…ÏÉ$ disk.nvme0c0n1.in‚622052.8359375 disk.sda2.in‚0 cpu‚24.989330713590736& disk.nvme0c0n1.out‚61185.248046875 disk.sda1.in‚0& proc.memory.availableMB‚ 13.0390625) disk./.usagePercent‚75.80660042155132 disk.sda2.out‚0 disk.rbd3.in‚0 disk.sda.in‚ 32625.6171875 disk.rbd1.out‚0$ memory_percent‚99.94694391886392" proc.memory.rssMB‚ 2564.6796875 network.sent‚ 3.418145e+06 network.recv‚298041 disk.rbd1.in‚0) proc.memory.percent‚10.43570836385091 proc.cpu.threads‚17 disk.dm-0.in‚622052.8359375 disk.sda1.out‚0 disk.rbd4.out‚0 disk.dm-1.out‚ 53.42578125 disk.rbd3.out‚0$ disk.nvme0n1.out‚61185.248046875! disk.dm-0.out‚61185.248046875 disk.rbd4.in‚0 disk.sda3.in‚ 32625.6171875 disk.sda3.out‚ 53.42578125" disk.nvme0n1.in‚622052.8359375$ disk./.usageGB‚1129.556396484375 disk.sda.out‚ 53.42578125 disk.dm-1.in‚ 32625.6171875pÿíœ ‚(:‘ ¥©ŠÓîÄŒ gpu.0.gpu‚59.0 gpu.0.memory‚19+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚360.194' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚72.03880000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ç:q¥‘ ‚(:¹ ¥©ŠÓû˜þ disk.sda2.in‚0 disk.sda1.in‚0 disk.sda3.in‚ 32625.6171875$ memory_percent‚99.94780222574869 disk.rbd1.in‚0 disk.rb]¨”Ýd3.out‚0 disk.sda.in‚ 32625.6171875% disk.nvme0c0n1.in‚623197.01953125 network.recv‚299158 disk.rbd1.out‚0 disk.sda.out‚56( disk.nvme0c0n1.out‚62430.16162109375" proc.memory.rssMB‚ 2564.6796875 disk.dm-1.in‚ 32625.6171875% proc.memory.availableMB‚ 12.828125 cpu‚24.99160215863101 disk.dm-0.in‚623197.01953125 disk.rbd4.in‚0) proc.memory.percent‚10.43570836385091# disk.dm-0.out‚62430.16162109375 network.sent‚ 3.420385e+06) disk./.usagePercent‚75.96354150892635& disk.nvme0n1.out‚62430.16162109375% disk./.usageGB‚1131.8948974609375 disk.rbd3.in‚0 disk.sda2.out‚0 disk.rbd4.out‚0 disk.sda3.out‚56 proc.cpu.threads‚17# disk.nvme0n1.in‚623197.01953125 disk.sda1.out‚0 disk.dm-1.out‚561ä*¯2’ - _wandbruntime‚2549  _runtime‚2549Átæ§Ç“ Á _runtime‚2549.290403616 _step‚137 & lr-AdamW/pg1‚2.909277479190455e-05 & lr-AdamW/pg2‚2.909277479190455e-05 trainer/global_step‚1349 % _timestamp‚1.7848454912877007e+09w±v¥Ì” Æ _runtime‚2549.290403616 _step‚137 & lr-AdamW/pg1‚2.909277479190455e-05 & lr-AdamW/pg2‚2.909277479190455e-05 trainer/global_step‚1349 % _timestamp‚1.7848454912877007e+09‰Ê%@µ2• - _wandbruntime‚2549  _runtime‚2549@°úJð'– êO WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1408072595968 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚24308570 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚12587098 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 IDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚11721466 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚12577064 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚390095599358464 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚388533050317456 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1407034887921 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚7757180 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚3600599 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4156576 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚388687526762496 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚389940085205377 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1409418016768 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚329 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚108289254049792 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚12587098 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚106510069245952 _runtime‚2549.292160635 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚11721466 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1405690276803 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1409418016768 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004J0Nôõ'— ïO G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚389938715166291 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚324 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚44990976 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚24298530 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚388687526762496 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1408072595968 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚390096970952704 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚388687552935936 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚7756851 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚4156252 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚106509701154816 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 trainer/global_step‚1349 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚390096970952704 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 IDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚11721466 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚12577064 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚390095599358464 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚388533050317456 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1407034887921 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚7757180 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚3600599 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4156576 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚388687526762496 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚389940085205377 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1409418016768 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚329 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚108289254049792 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚12587098 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚106510069245952 _runtime‚2549.292160635 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚11721466 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1405690276803 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1409418016768 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1408072595968 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚24308570 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚12587098 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 IDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚24326033 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚11729833 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚24315979 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚317 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚24326033 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1410440531968 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 BDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚390376902758400 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚3603244 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚108369101759488 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚390218537741707 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 413074944 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚11729839 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚322 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚388811826663264 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚7762419 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚4159180 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1406711078443 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚11729839 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚390375531156992 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚388966436052992 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚388811852091232 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1409095104000 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚106588287520768 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1408055689673 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚388966462226432 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 _runtime‚2550.763689474 _step‚139 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚12596194 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 trainer/global_step‚1349 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚44983808 % _timestamp‚1.7848454927606742e+09 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚12586146 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1410440531968 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 EDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚24315979 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚317 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚24326033 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1410440531968 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 BDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚390376902758400 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚3603244 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚108369101759488 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚390218537741707 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 413074944 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚11729839 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚322 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚388811826663264 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚7762419 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚4159180 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1406711078443 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚11729839 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚390375531156992 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚388966436052992 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚388811852091232 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1409095104000 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚106588287520768 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1408055689673 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚388966462226432 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 _runtime‚2550.763689474 _step‚139 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚12596194 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 trainer/global_step‚1349 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚44983808 % _timestamp‚1.7848454927606742e+09 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚12586146 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1410440531968 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 EDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚24326033 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚11729833 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096‹[¯2 - _wandbruntime‚2550  _runtime‚2550t£ž € epoch‚33 0loss/FRt2/assignment_loss‚3.4864244168415826 1loss/FBt1/assignment_loss‚0.16411609087273693 /loss/FRt1/detection_loss‚1.4262026203980325 1loss/SRqqt1/detection_loss‚0.7584733054505884 trainer/global_step‚1349 _step‚140 2loss/SRqqt2/assignment_loss‚1.4758682657447126 1loss/FBt2/assignment_loss‚0.12129866604002641 1loss/SRqqt2/detection_loss‚2.2840838060610826 .loss/FBt2/detection_loss‚1.134080681277666 % _timestamp‚1.7848454927879045e+09 /loss/FRt1/assignment_loss‚1.745285053305796 2loss/SRqqt1/assignment_loss‚0.8363349681563415 /loss/FBt1/detection_loss‚1.9574910941369392 %loss/total_loss‚15.99996919090971 /loss/FRt2/detection_loss‚0.6103102226242049 _runtime‚2550.790477149f±Ó Ÿ … 2loss/SRqqt2/assignment_loss‚1.4758682657447126 1loss/FBt2/assignment_loss‚0.12129866604002641 1loss/SRqqt2/detection_loss‚2.2840838060610826 .loss/FBt2/detection_loss‚1.134080681277666 % _timestamp‚1.7848454927879045e+09 /loss/FRt1/assignment_loss‚1.745285053305796 2loss/SRqqt1/assignment_loss‚0.8363349681563415 /loss/FBt1/detection_loss‚1.9574910941369392 %loss/total_loss‚15.99996919090971 /loss/FRt2/detection_loss‚0.6103102226242049 _runtime‚2550.790477149 epoch‚33 0loss/FRt2/assignment_loss‚3.4864244168415826 1loss/FBt1/assignment_loss‚0.16411609087273693 /loss/FRt1/detection_loss‚1.4262026203980325 1loss/SRqqt1/detection_loss‚0.7584733054505884 trainer/global_step‚1349 _step‚140Œ#MVª›  ‚(: éŠÓ˜Æ gpu.0.gpu‚56.0 gpu.0.memory‚18+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚354.472' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚70.89439999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0tŸŸÞ¡ ‚(:Ó éŠÓÆÒ§ disk.sda2.out‚0% disk./.usageGB‚1135.4267616271973 disk.dm-1.out‚ 57.58984375 disk.rbd1.out‚0 disk.rbd3.out‚0& proc.memory.availableMB‚ 12.7421875 network.sent‚ 3.470658e+06 disk.sda3.in‚ 32625.6171875 disk.sda.in‚ 32625.6171875$ disk.nvme0c0n1.in‚626417.0234375 disk.sda1.in‚0 disk.sda.out‚ 57.58984375 disk.sda1.out‚0 disk.rbd1.in‚0 disk.rbd3.in‚0" disk.nvme0n1.in‚626417.0234375 network.recv‚302548( disk.nvme0c0n1.out‚62885.48193359375# disk.dm-0.out‚62885.48193359375 disk.rbd4.in‚0& disk.nvme0n1.out‚62885.48193359375$ memory_percent‚99.94815190633139" proc.memory.rssMB‚ 2564.6796875 cpu‚24.996139013708195 disk.rbd4.out‚0 disk.sda3.out‚ 57.58984375) proc.memory.percent‚10.43570836385091 proc.cpu.threads‚17) disk./.usagePercent‚76.20057138758328 disk.dm-1.in‚ 32625.6171875 disk.dm-0.in‚626417.0234375 disk.sda2.in‚0W ¨2¢ - _wandbruntime‚2571  _runtime‚2571e° 7£ ƒn & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 particle/accuracy_2_of_2‚1 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 +jet/accuracy_3_of_4‚0.07417582720518112 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.2053571492433548 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5679891109466553 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.11638903617858887 ,"Purity/1FRt*SRqqt2FBt/event_purity‚0.375 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8620338439941406 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9827866554260254 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6731182932853699 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.1625867784023285 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1467800885438919 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5249999761581421 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.234375 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3046521544456482 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7161045074462891 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9755845069885254 9"Purity/1FRt*SRqqt0FBt/event_purity‚0.0688510611653328 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015243206173181534 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.4903959631919861 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.12748396396636963 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.08563153445720673 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.48490336537361145 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 /particle/accuracy_4_of_4‚0.9642857313156128 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9384920597076416 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.10621459782123566 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6388888955116272 )jet/accuracy_2_of_3‚0.360177218914032 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1563175469636917 7 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.1530160754919052 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.6028225421905518 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.5012500286102295 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6220276951789856 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 + Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4375 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.19740259647369385 +particle/sensitivity‚0.5756670832633972 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.4791666865348816 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.4166666865348816 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 7 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.0885777473449707 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15953947603702545 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 epoch‚33 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.09763972461223602 *"Purity/2FRt0SRqqt1FBt/event_purity‚0.5 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5279937982559204 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5655462741851807 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5501589775085449 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 particle/accuracy_1_of_1‚1 particle/accuracy_1_of_3‚1 particle/accuracy_3_of_3‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5669493675231934 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.11651234328746796 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5169516205787659 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9513441324234009 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.021184146404266357 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 ,"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.625 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.23076923191547394 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5279937982559204 particle/accuracy_2_of_3‚1 'particle/f_score‚0.5907708406448364 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.45941558480262756 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 jet/accuracy_4_of_4‚0 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17196562886238098 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 *jet/accuracy_1_of_3‚0.8797791004180908 7 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.1176445335149765 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.3026437759399414 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.07629378139972687 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9816962480545044 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.49731868505477905 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5269203782081604 ,jet/accuracy_3_of_3‚0.060504913330078125 _runtime‚2571.064815376 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7059524059295654 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.20952382683753967 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 6validation_average_jet_accuracy‚0.2787071466445923 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.32065218687057495 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.21201422810554504 8"Purity/0FRt*SRqqt*FBt/event_purity‚0.567415177822113 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 8"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.524844765663147 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.4835497736930847 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5503602027893066 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5153961181640625 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.1605948507785797 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 6 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.976858913898468 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.08928055316209793 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 *loss/val_total_loss‚15.451441306069949 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.44556450843811035 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5257735848426819 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.5881706476211548 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6148325204849243 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.07500000298023224 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.19751082360744476 trainer/global_step‚1359 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.4166666865348816 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.08096926659345627 particle/accuracy_2_of_4‚1 _step‚141 + Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4375 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.08928055316209793 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.012987012974917889 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +particle/specificity‚0.8988972902297974 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9694947004318237 8"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.585472822189331 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9340277910232544 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6179493069648743 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8"Purity/0FRt1SRqqt1FBt/event_purity‚0.524844765663147 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5375000238418579 +jet/accuracy_1_of_1‚0.23269574344158173 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.10744599997997284 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.08421985805034637 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.48564592003822327 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8263888359069824 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6181818246841431 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 ,"Purity/1FRt0SRqqt2FBt/event_purity‚0.375 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 +jet/accuracy_2_of_2‚0.09999173134565353 particle/accuracy_3_of_4‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6181818246841431 (particle/accuracy‚0.8299967050552368 9"Purity/*FRt2SRqqt*FBt/event_purity‚0.0830143541097641 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.46454906463623047 :"Purity/2FRt0SRqqt*FBt/event_purity‚0.02083333395421505 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.09485815465450287 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 ,"Purity/2FRt*SRqqt1FBt/event_purity‚0.125 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.07500000298023224 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.10073922574520111 % _timestamp‚1.7848455130612724e+09 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 *jet/accuracy_2_of_4‚0.5164835453033447 particle/accuracy_1_of_2‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9559524059295654 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 particle/accuracy_1_of_4‚1 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8769841194152832 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6217391490936279 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.10019134730100632 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.1537500023841858 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 *jet/accuracy_1_of_2‚0.6837384700775146 *jet/accuracy_1_of_4‚0.8516483306884766 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.36441531777381897 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8804503679275513 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt2SRqqt0FBt/event_purity‚0.2022121250629425 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.39375001192092896 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1°ÕWݤ ˆn 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.10744599997997284 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.08421985805034637 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.48564592003822327 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8263888359069824 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6181818246841431 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 ,"Purity/1FRt0SRqqt2FBt/event_purity‚0.375 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 +jet/accuracy_2_of_2‚0.09999173134565353 particle/accuracy_3_of_4‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6181818246841431 (particle/accuracy‚0.8299967050552368 9"Purity/*FRt2SRqqt*FBt/event_purity‚0.0830143541097641 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.46454906463623047 :"Purity/2FRt0SRqqt*FBt/event_purity‚0.02083333395421505 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.09485815465450287 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 ,"Purity/2FRt*SRqqt1FBt/event_purity‚0.125 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.07500000298023224 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.10073922574520111 % _timestamp‚1.7848455130612724e+09 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 *jet/accuracy_2_of_4‚0.5164835453033447 particle/accuracy_1_of_2‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9559524059295654 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 particle/accuracy_1_of_4‚1 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.8769841194152832 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6217391490936279 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.10019134730100632 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.1537500023841858 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 *jet/accuracy_1_of_2‚0.6837384700775146 *jet/accuracy_1_of_4‚0.8516483306884766 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt1SRqqt1FBt/event_purity‚0.36441531777381897 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8804503679275513 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt2SRqqt0FBt/event_purity‚0.2022121250629425 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.39375001192092896 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 particle/accuracy_2_of_2‚1 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 +jet/accuracy_3_of_4‚0.07417582720518112 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.2053571492433548 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5679891109466553 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.11638903617858887 ,"Purity/1FRt*SRqqt2FBt/event_purity‚0.375 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8620338439941406 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9827866554260254 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6731182932853699 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.1625867784023285 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1467800885438919 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5249999761581421 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.234375 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3046521544456482 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7161045074462891 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9755845069885254 9"Purity/1FRt*SRqqt0FBt/event_purity‚0.0688510611653328 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015243206173181534 9&Purity/2FRt*SRqqt0FBt/event_propk> 1#ortion‚0.037353515625 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.4903959631919861 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.12748396396636963 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.08563153445720673 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.48490336537361145 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 /particle/accuracy_4_of_4‚0.9642857313156128 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9384920597076416 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.10621459782123566 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6388888955116272 )jet/accuracy_2_of_3‚0.360177218914032 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1563175469636917 7 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.1530160754919052 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.6028225421905518 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.5012500286102295 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6220276951789856 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 + Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4375 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.19740259647369385 +particle/sensitivity‚0.5756670832633972 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.4791666865348816 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.4166666865348816 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 7 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.0885777473449707 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15953947603702545 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 epoch‚33 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.09763972461223602 *"Purity/2FRt0SRqqt1FBt/event_purity‚0.5 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5279937982559204 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5655462741851807 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5501589775085449 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 particle/accuracy_1_of_1‚1 particle/accuracy_1_of_3‚1 particle/accuracy_3_of_3‚1 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5669493675231934 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.11651234328746796 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5169516205787659 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9513441324234009 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.021184146404266357 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 ,"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.625 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.23076923191547394 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5279937982559204 particle/accuracy_2_of_3‚1 'particle/f_score‚0.5907708406448364 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.45941558480262756 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 jet/accuracy_4_of_4‚0 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17196562886238098 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 *jet/accuracy_1_of_3‚0.8797791004180908 7 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.1176445335149765 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.3026437759399414 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.07629378139972687 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9816962480545044 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.49731868505477905 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5269203782081604 ,jet/accuracy_3_of_3‚0.060504913330078125 _runtime‚2571.064815376 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7059524059295654 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.20952382683753967 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 6validation_average_jet_accuracy‚0.2787071466445923 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.32065218687057495 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.21201422810554504 8"Purity/0FRt*SRqqt*FBt/event_purity‚0.567415177822113 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 8"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.524844765663147 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.4835497736930847 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5503602027893066 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5153961181640625 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.1605948507785797 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 6 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.976858913898468 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.08928055316209793 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 *loss/val_total_loss‚15.451441306069949 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.44556450843811035 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5257735848426819 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.5881706476211548 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6148325204849243 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.07500000298023224 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.19751082360744476 trainer/global_step‚1359 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.4166666865348816 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.08096926659345627 particle/accuracy_2_of_4‚1 _step‚141 + Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4375 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.08928055316209793 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.012987012974917889 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +particle/specificity‚0.8988972902297974 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9694947004318237 8"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.585472822189331 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9340277910232544 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6179493069648743 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 8"Purity/0FRt1SRqqt1FBt/event_purity‚0.524844765663147 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5375000238418579 +jet/accuracy_1_of_1‚0.23269574344158173ç¡Âœ¥ ‚(:‘ Ò©ŠÓÝœ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚46.0 gpu.0.powerWatts‚290.178' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚58.035599999999995 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ZŸ7CÙ¦ ‚(:Î Ò©ŠÓó¤· disk.rbd4.out‚0 disk.rbd1.out‚0% disk.nvme0c0n1.out‚66637.42578125 disk.sda2.in‚0 disk.sda1.in‚0 disk.sda1.out‚0$ memory_percent‚88.12464078267416 disk.sda3.out‚ 58.39453125 disk.dm-1.in‚ 33328.4921875 disk.rbd3.in‚0 disk.sda.out‚ 58.39453125 cpu‚24.988855778075468 proc.cpu.threads‚17$ disk./.usageGB‚1135.214828491211 disk.dm-1.out‚ 58.39453125 disk.rbd3.out‚0# disk.nvme0n1.in‚629329.30078125# disk.nvme0n1.out‚66637.42578125% disk.nvme0c0n1.in‚629329.30078125) disk./.usagePercent‚76.18634816632066 disk.sda3.in‚ 33328.4921875 disk.rbd1.in‚0 disk.sda.in‚ 33328.4921875 disk.dm-0.out‚66637.42578125 disk.dm-0.in‚629329.30078125 disk.sda2.out‚0) proc.memory.availableMB‚ 2918.48828125 network.recv‚304317 disk.rbd4.in‚0" proc.memory.rssMB‚ 2564.6796875) proc.memory.percent‚10.43570836385091 network.sent‚ 3.51881e+06ct‘§ ‚(:† á©ŠÓ“ gpu.0.gpu‚81.0 gpu.0.memory‚24+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚299.087' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚59.8174 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÍÉ:óܨ ‚(:Ñ á©ŠÓ÷µ˜) disk./.usagePercent‚76.17096393369268% disk.nvme0n1.out‚68223.5146484375' disk.nvme0c0n1.out‚68223.5146484375 disk.sda2.in‚0 disk.rbd4.out‚0 disk.dm-1.in‚ 33328.4921875 disk.rbd3.out‚0 disk.sda.out‚ 58.78515625$ disk.nvme0c0n1.in‚631411.7265625 disk.sda2.out‚0 cpu‚24.990998175593685 disk.rbd1.out‚0 disk.rbd3.in‚0 disk.sda.in‚ 33328.4921875 disk.sda1.out‚0 disk.dm-0.in‚631411.7265625" disk.dm-0.out‚68223.5146484375$ memory_percent‚88.12646865844727$ disk./.usageGB‚1134.985595703125" proc.memory.rssMB‚ 2564.6796875) proc.memory.percent‚10.43570836385091 disk.rbd1.in‚0 proc.cpu.threads‚17 network.recv‚306606 disk.rbd4.in‚0 disk.sda3.in‚ 33328.4921875 disk.sda3.out‚ 58.78515625 disk.dm-1.out‚ 58.78515625 network.sent‚ 3.570028e+06 disk.sda1.in‚0" disk.nvme0n1.in‚631411.7265625( proc.memory.availableMB‚ 2918.0390625þ?td© ‚(:„ ð©ŠÓ”ÁÇ gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚338.315' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚67.663 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ƒEÚª ‚(:Ï ð©ŠÓÐîÔ disk.rbd3.in‚0$ disk.nvme0c0n1.in‚633412.6015625) proc.memory.percent‚10.43570836385091 network.sent‚ 3.572233e+06) disk./.usagePercent‚76.13559468888937 disk.dm-0.in‚633411.7265625 disk.sda2.out‚0 disk.sda3.in‚ 33328.4921875 disk.rbd1.in‚0 cpu‚24.993271013325128% disk./.usageGB‚1134.4585762023926" disk.dm-0.out‚69078.2568359375 disk.dm-1.in‚ 33328.4921875' disk.nvme0c0n1.out‚69078.2568359375" proc.memory.rssMB‚ 2564.6796875 disk.sda1.in‚0% disk.nvme0n1.out‚69078.2568359375) proc.memory.availableMB‚ 2918.30859375 disk.sda1.out‚0 disk.rbd3.out‚0 disk.sda.out‚ 58.8984375 disk.sda2.in‚0 disk.sda3.out‚ 58.8984375" disk.nvme0n1.in‚633412.6015625 disk.sda.in‚ 33328.4921875# memory_percent‚88.1253719329834 disk.rbd4.out‚0 disk.dm-1.out‚ 58.8984375 disk.rbd1.out‚0 proc.cpu.threads‚17 network.recv‚307464 disk.rbd4.in‚0µJÏK’« ‚(:‡ ÿ©ŠÓ‚û© gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚357.186' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚71.4372 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÿ@ݬ ‚(:Ò ÿ©ŠÓã# disk.nvme0n1.in‚636004.06640625 disk.sda.out‚ 59.1640625$ memory_percent‚88.12640508015951 disk.rbd3.in‚0 disk.rbd3.out‚0' disk.nvme0c0n1.out‚69103.0361328125 disk.dm-0.in‚636004.06640625" disk.dm-0.out‚69103.0361328125" proc.memory.rssMB‚ 2564.6796875) proc.memory.percent‚10.43570836385091 network.recv‚308752 disk.rbd1.out‚0 disk.sda2.out‚0 disk.rbd1.in‚0 disk.sda1.in‚0 disk.rbd4.out‚0 disk.sda3.out‚ 59.1640625 proc.cpu.threads‚17 network.sent‚ 3.574479e+06% disk./.usageGB‚1134.4585762023926 disk.sda.in‚ 33328.4921875 disk.sda1.out‚0 disk.sda3.in‚ 33328.4921875% disk.nvme0n1.out‚69103.0361328125% disk.nvme0c0n1.in‚636004.06640625 disk.rbd4.in‚0( proc.memory.availableMB‚ 2918.0546875 cpu‚24.995370510327955 disk.dm-1.out‚ 59.1640625) disk./.usagePercent‚76.13559468888937 disk.dm-1.in‚ 33328.4921875 disk.sda2.in‚0ì8k:­ ‚(:’ ŽªŠÓÉ¢­ gpu.0.gpu‚83.0 gpu.0.memory‚26+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚290.178' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚58.035599999999995 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ûÏ7™à® ‚(:Õ ŽªŠÓ¨íÜ' disk.nvme0c0n1.out‚69103.2158203125% disk.nvme0n1.out‚69103.2158203125 disk.sda.in‚33932.17578125$ memory_percent‚88.12739054361978 proc.cpu.threads‚17 disk.sda1.out‚0 disk.sda2.out‚0 disk.sda1.in‚0 disk.sda.out‚ 59.32421875) proc.memory.percent‚10.43570836385091 cpu‚24.997444275457536 disk.sda3.in‚33932.17578125 disk.dm-1.in‚33932.17578125 disk.dm-1.out‚ 59.32421875 disk.rbd3.in‚0# disk.nvme0n1.in‚638440.54296875" proc.memory.rssMB‚ 2564.6796875% proc.memory.availableMB‚ 2917.8125 disk.rbd4.out‚0 network.sent‚ 3.576685e+06" disk.dm-0.out‚69103.2158203125 disk.sda3.out‚ 59.32421875) disk./.usagePercent‚76.13559468888937 disk.sda2.in‚0 disk.rbd4.in‚0 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.rbd3.out‚0 network.recv‚309597% disk./.usageGB‚1134.4585762023926% disk.nvme0c0n1.in‚638440.54296875 disk.dm-0.in‚638440.54296875Ü Ét2¯ - _wandbruntime‚2646  _runtime‚2646ƒ“²½Ç° Á & lr-AdamW/pg1‚2.513581163178089e-05 & lr-AdamW/pg2‚2.513581163178089e-05 trainer/global_step‚1399 % _timestamp‚1.7848455880857248e+09 _runtime‚2646.088115193 _step‚142D»~̱ Æ & lr-AdamW/pg1‚2.513581163178089e-05 & lr-AdamW/pg2‚2.513581163178089e-05 trainer/global_step‚1399 % _timestamp‚1.7848455880857248e+09 _runtime‚2646.088115193 _step‚142Ž#$:’2² - _wandbruntime‚2646  _runtime‚2646qÆî+ð'³ êO OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚12152598 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚402998837749760 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚344 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4309556 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1461410932736 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 _step‚143 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚25203824 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚3733551 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚44990976 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚402998863923200 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1460065511936 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚13041192 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 _runtime‚2646.089512444 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚110445926077440 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1844520997376 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚25193784 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚402838710599280 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1457595429101 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚12152592 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1458940040219 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚13051226 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚112290447074816 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚404458903261696 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚402998863923200 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚13041192 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚402838685171312 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚404458903261696 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1844565988352 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 trainer/global_step‚1399 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 trainer/global_step‚1399 IDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚13041192 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 _runtime‚2646.089512444 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚110445926077440 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1844520997376 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚25193784 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚402838710599280 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1457595429101 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚12152592 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1458940040219 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚13051226 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚112290447074816 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚404458903261696 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚402998863923200 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚13041192 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚402838685171312 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚404458903261696 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1844565988352 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 I8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚13050274 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚338 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚51275264 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚403277773213696 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚25221287 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚110524880534528 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚110524512443392 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 % _timestamp‚1.7848455895000985e+09 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3736191 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1459960841971 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1458616230741 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚8048360 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1462433447936 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚4312507 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 _runtime‚2647.502874481 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚12160965 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1461088019968 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚403277747040256 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚25221287 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚4312169 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚13050274 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚403277773213696 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚25211233 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚403117486945088 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚12160959 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚403277747040256 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚404577473215027 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096ùCÌt'· úM RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚338 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚51275264 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚403277773213696 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚25221287 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚110524880534528 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚110524512443392 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 % _timestamp‚1.7848455895000985e+09 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3736191 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1459960841971 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1458616230741 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚8048360 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1462433447936 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚4312507 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 _runtime‚2647.502874481 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚12160965 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1461088019968 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚403277747040256 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚25221287 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚4312169 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚13050274 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚403277773213696 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚25211233 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚403117486945088 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚12160959 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚403277747040256 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚404577473215027 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚13060322 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1845817784320 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 _step‚144 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚112370698318848 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚13060322 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚13050274Š|ä2¸ - _wandbruntime‚2647  _runtime‚2647ÉP¤¹ ‚ 2loss/SRqqt2/assignment_loss‚1.4889620927942766 _runtime‚2647.558356455 _step‚145 0loss/FRt1/assignment_loss‚1.7737824974361553 0loss/FRt2/assignment_loss‚3.4522689370589963 1loss/FBt1/assignment_loss‚0.36452824018156815 1loss/SRqqt1/detection_loss‚0.7506884416163012 .loss/FBt1/detection_loss‚1.269014774299259 trainer/global_step‚1399 % _timestamp‚1.7848455895561035e+09 2loss/SRqqt1/assignment_loss‚0.7971584198253846 1loss/FBt2/assignment_loss‚0.13991589770044863 /loss/FBt2/detection_loss‚1.0797653501928894 epoch‚34 /loss/FRt1/detection_loss‚1.4125470118420014 /loss/FRt2/detection_loss‚0.6127623666840122 1loss/SRqqt2/detection_loss‚2.1345488557944425 &loss/total_loss‚15.275942885425735¢þej º ‡ 0loss/FRt1/assignment_loss‚1.7737824974361553 0loss/FRt2/assignment_loss‚3.4522689370589963 1loss/FBt1/assignment_loss‚0.36452824018156815 1loss/SRqqt1/detection_loss‚0.7506884416163012 .loss/FBt1/detection_loss‚1.269014774299259 trainer/global_step‚1399 % _timestamp‚1.7848455895561035e+09 2loss/SRqqt1/assignment_loss‚0.7971584198253846 1loss/FBt2/assignment_loss‚0.13991589770044863 /loss/FBt2/detection_loss‚1.0797653501928894 epoch‚34 /loss/FRt1/detection_loss‚1.4125470118420014 /loss/FRt2/detection_loss‚0.6127623666840122 1loss/SRqqt2/detection_loss‚2.1345488557944425 &loss/total_loss‚15.275942885425735 2loss/SRqqt2/assignment_loss‚1.4889620927942766 _runtime‚2647.558356455 _step‚145‘ìW2» - _wandbruntime‚2650  _runtime‚2650â¿Ì`¼ Ùn & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3165322542190552 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 +jet/accuracy_1_of_1‚0.22454644739627838 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5592210292816162 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4791666567325592 7 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.1709427535533905 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.03794326260685921 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.5641025900840759 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 jet/accuracy_4_of_4‚0 particle/accuracy_3_of_4‚1 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5609167814254761 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5869041681289673 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015174697153270245 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.7059139609336853 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 +jet/accuracy_3_of_4‚0.07417582720518112 'particle/f_score‚0.5862320065498352 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5171712636947632 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5451914072036743 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09842890501022339 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.07095540314912796 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08732938766479492 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.5954545736312866 particle/accuracy_2_of_2‚1 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.2998976707458496 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 *jet/accuracy_1_of_2‚0.6848545074462891 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.07775118947029114 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 )loss/val_total_loss‚15.56324327945662 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1741221696138382 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.59375 6validation_average_jet_accuracy‚0.2726038098335266 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09545454382896423 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8624497652053833 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.4316770136356354 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.4166666865348816 :"Purity/1FRt1SRqqt*FBt/event_purity‚0.02116292715072632 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10894226282835007 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07069744169712067 /particle/accuracy_4_of_4‚0.9258241653442383 *particle/sensitivity‚0.564814567565918 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9827866554260254 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.5896626114845276 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05758284777402878 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6110527515411377 8"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.511904776096344 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 ( Purity/*FRt2SRqqt1FBt/FBt_purity‚0.5 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5228803753852844 ( Purity/0FRt2SRqqt*FBt/FBt_purity‚0.5 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 +particle/specificity‚0.9018951654434204 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.33454108238220215 +jet/accuracy_3_of_3‚0.05868430435657501 particle/accuracy_1_of_3‚1 (particle/accuracy‚0.8300374746322632 6 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.574999988079071 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07388509809970856 8"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.615470290184021 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.20952382683753967 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.05252659320831299 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7029632925987244 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.5416666865348816 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06611749529838562 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.573369562625885 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 particle/accuracy_1_of_1‚1 _runtime‚2650.109455516 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10991750657558441 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.1483244001865387 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.4980299472808838 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.19001701474189758 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07388509809970856 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt1FBt/event_pur·µx¦ÿity‚0.8613053560256958 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.07890070974826813 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.458451509475708 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.4583333134651184 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0972222238779068 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5549395084381104 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5083371996879578 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 epoch‚34 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09545454382896423 *jet/accuracy_2_of_4‚0.5521978139877319 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.4741935729980469 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.17953965067863464 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5183180570602417 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 particle/accuracy_2_of_4‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20308221876621246 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5585805177688599 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 *jet/accuracy_1_of_4‚0.8516483306884766 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.5954545736312866 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.49581339955329895 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5228803753852844 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08422958850860596 6 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.976858913898468 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5117676258087158 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 +jet/accuracy_2_of_2‚0.09540343284606934 *jet/accuracy_1_of_3‚0.8714649677276611 particle/accuracy_1_of_4‚1 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 particle/accuracy_3_of_3‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.14822916686534882 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09844203293323517 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1845238208770752 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 _step‚146 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 % _timestamp‚1.7848455921051948e+09 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7404761910438538 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.234375 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ( Purity/*FRt2SRqqt*FBt/FBt_purity‚0.5 ( Purity/0FRt2SRqqt1FBt/FBt_purity‚0.5 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.4166666865348816 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.4583333134651184 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1654030680656433 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5074405074119568 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.4387499988079071 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.4316770136356354 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.18560606241226196 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 trainer/global_step‚1399 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.49161744117736816 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.5639952421188354 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5369747877120972 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10998110473155975 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.2997809648513794 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15419408679008484 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 particle/accuracy_2_of_3‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.17640693485736847 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.45941558480262756 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.16257894039154053 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4791666567325592 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5458762049674988 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 +jet/accuracy_2_of_3‚0.36952298879623413 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.23183761537075043 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_1_of_2‚1 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08370795845985413 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 6 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.520531415939331ýàÙQd7½ Þn 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 7 Purity/0FRt*SRqqt1FBt/FBt_purity‚0.9940476417541504 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1845238208770752 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 _step‚146 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 % _timestamp‚1.7848455921051948e+09 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7404761910438538 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.234375 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ( Purity/*FRt2SRqqt*FBt/FBt_purity‚0.5 ( Purity/0FRt2SRqqt1FBt/FBt_purity‚0.5 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.4166666865348816 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.4583333134651184 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1654030680656433 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5074405074119568 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.4387499988079071 9"Purity/0FRt1SRqqt1FBt/event_purity‚0.4316770136356354 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.18560606241226196 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 trainer/global_step‚1399 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 :"Purity/0FRt*SRqqt0FBt/event_purity‚0.49161744117736816 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.5639952421188354 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5369747877120972 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10998110473155975 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.2997809648513794 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15419408679008484 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 particle/accuracy_2_of_3‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.17640693485736847 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 7 Purity/*FRt*SRqqt1FBt/FBt_purity‚0.9954954981803894 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.45941558480262756 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.16257894039154053 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4791666567325592 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5458762049674988 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 +jet/accuracy_2_of_3‚0.36952298879623413 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.23183761537075043 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_1_of_2‚1 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08370795845985413 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 6 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.520531415939331 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3165322542190552 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 +jet/accuracy_1_of_1‚0.22454644739627838 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5592210292816162 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4791666567325592 7 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.1709427535533905 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.03794326260685921 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.5641025900840759 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 jet/accuracy_4_of_4‚0 particle/accuracy_3_of_4‚1 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5609167814254761 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5869041681289673 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015174697153270245 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.7059139609336853 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 +jet/accuracy_3_of_4‚0.07417582720518112 'particle/f_score‚0.5862320065498352 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5171712636947632 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5451914072036743 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09842890501022339 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.07095540314912796 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08732938766479492 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.5954545736312866 particle/accuracy_2_of_2‚1 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.2998976707458496 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 *jet/accuracy_1_of_2‚0.6848545074462891 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.07775118947029114 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 )loss/val_total_loss‚15.56324327945662 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1741221696138382 , Purity/1FRt0SRqqt1FBt/FRt_purity‚0.59375 6validation_average_jet_accuracy‚0.2726038098335266 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09545454382896423 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8624497652053833 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.4316770136356354 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.4166666865348816 :"Purity/1FRt1SRqqt*FBt/event_purity‚0.02116292715072632 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10894226282835007 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07069744169712067 /particle/accuracy_4_of_4‚0.9258241653442383 *particle/sensitivity‚0.564814567565918 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9827866554260254 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.5896626114845276 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05758284777402878 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6110527515411377 8"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.511904776096344 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 ( Purity/*FRt2SRqqt1FBt/FBt_purity‚0.5 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5228803753852844 ( Purity/0FRt2SRqqt*FBt/FBt_purity‚0.5 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 +particle/specificity‚0.9018951654434204 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.33454108238220215 +jet/accuracy_3_of_3‚0.05868430435657501 particle/accuracy_1_of_3‚1 (particle/accuracy‚0.8300374746322632 6 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.574999988079071 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07388509809970856 8"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.615470290184021 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.20952382683753967 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.05252659320831299 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7029632925987244 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.5416666865348816 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06611749529838562 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.573369562625885 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 particle/accuracy_1_of_1‚1 _runtime‚2650.109455516 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10991750657558441 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.1483244001865387 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.4980299472808838 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.19001701474189758 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07388509809970856 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.07890070974826813 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.458451509475708 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.4583333134651184 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.0972222238779068 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5549395084381104 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5083371996879578 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 epoch‚34 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09545454382896423 *jet/accuracy_2_of_4‚0.5521978139877319 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.4741935729980469 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.17953965067863464 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5183180570602417 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 particle/accuracy_2_of_4‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20308221876621246 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5585805177688599 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 *jet/accuracy_1_of_4‚0.8516483306884766 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.5954545736312866 :"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.49581339955329895 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5228803753852844 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08422958850860596 6 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.976858913898468 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5117676258087158 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 +jet/accuracy_2_of_2‚0.09540343284606934 *jet/accuracy_1_of_3‚0.8714649677276611 particle/accuracy_1_of_4‚1 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 particle/accuracy_3_of_3‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.14822916686534882 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09844203293323517 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5’èKKš›¾ ‚(: ªŠÓ´§£ gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚43.0 gpu.0.powerWatts‚124.479' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚24.895799999999998 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÑŒ«sä¿ ‚(:Ù ªŠÓãÒª disk.sda2.out‚0% disk.nvme0n1.out‚69126.6572265625$ memory_percent‚88.12626202901205) disk./.usagePercent‚76.13559468888937" disk.dm-0.out‚69126.6572265625 disk.sda1.in‚0 disk.sda.in‚33932.17578125 network.sent‚ 3.578909e+06 disk.sda1.out‚0% disk.nvme0c0n1.in‚639830.67578125 disk.sda2.in‚0 disk.sda3.in‚33932.17578125 disk.sda3.out‚ 59.60546875 disk.dm-1.in‚33932.17578125# disk.nvme0n1.in‚639830.67578125 cpu‚25.001872979708832) proc.memory.availableMB‚ 2918.08984375) proc.memory.percent‚10.43570836385091 proc.cpu.threads‚17 disk.rbd4.in‚0 disk.rbd1.in‚0 disk.rbd3.out‚0% disk./.usageGB‚1134.4585762023926' disk.nvme0c0n1.out‚69126.6572265625 disk.dm-0.in‚639830.67578125 disk.rbd4.out‚0 disk.dm-1.out‚ 59.60546875 disk.rbd1.out‚0" proc.memory.rssMB‚ 2564.6796875 network.recv‚310663 disk.rbd3.in‚0 disk.sda.out‚ 59.60546875iaDª’À ‚(:‡ ¬ªŠÓ—Æ‹ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚296.377' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚59.2754 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ä”ãàÁ ‚(:Õ ¬ªŠÓ€Ú% disk./.usageGB‚1134.4585800170898 disk.rbd4.out‚0 disk.dm-1.out‚ 59.8828125$ memory_percent‚88.12667528788248 disk.rbd1.out‚0# disk.nvme0n1.in‚641487.74609375 disk.sda.out‚ 59.8828125) proc.memory.availableMB‚ 2917.98828125 network.sent‚ 3.651627e+06 network.recv‚312853 disk.sda2.out‚0 disk.sda1.in‚0 disk.sda2.in‚0 disk.sda3.in‚33932.17578125" proc.memory.rssMB‚ 2564.6796875 disk.rbd4.in‚0 disk.sda3.out‚ 59.8828125 disk.dm-1.in‚33932.17578125) proc.memory.percent‚10.43570836385091 cpu‚25.003892198286906" disk.dm-0.out‚69126.9814453125% disk.nvme0n1.out‚69126.9814453125 disk.sda.in‚33932.17578125' disk.nvme0c0n1.out‚69126.9814453125 disk.dm-0.in‚641487.74609375 disk.sda1.out‚0 proc.cpu.threads‚17( disk./.usagePercent‚76.1355949449007 disk.rbd3.out‚0% disk.nvme0c0n1.in‚641487.74609375 disk.rbd1.in‚0 disk.rbd3.in‚02¾"y’ ‚(:‡ »ªŠÓÇ¿‹ gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚289.889' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚57.9778 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚03C€Øàà ‚(:Õ »ªŠÓ‡¶ì disk.dm-0.in‚ 643085.359375 disk.rbd1.in‚0 disk.sda2.out‚0) proc.memory.availableMB‚ 2917.98828125 disk.sda1.out‚0 disk.rbd4.out‚0 network.recv‚313970 disk.rbd3.in‚0 disk.sda.in‚33932.17578125 disk.sda.out‚ 60.05078125 proc.cpu.threads‚17% disk./.usageGB‚1134.4585800170898 disk.dm-1.in‚33932.17578125 disk.dm-1.out‚ 60.05078125 disk.sda3.in‚33932.17578125# disk.dm-0.out‚69127.45849609375 cpu‚25.005947371597617 disk.rbd1.out‚0& disk.nvme0n1.out‚69127.45849609375# disk.nvme0c0n1.in‚ 643085.359375 disk.rbd4.in‚0) proc.memory.percent‚10.43570836385091 disk.sda2.in‚0( disk./.usagePercent‚76.1355949449007 disk.rbd3.out‚0! disk.nvme0n1.in‚ 643085.359375( disk.nvme0c0n1.out‚69127.45849609375 network.sent‚ 3.653836e+06 disk.sda3.out‚ 60.05078125 disk.sda1.in‚0$ memory_percent‚88.12667528788248" proc.memory.rssMB‚ 2564.6796875$ƒÂÄœÄ ‚(:‘ ʪŠÓì±å gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚279.135' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚55.82699999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0gÁpÃäÅ ‚(:Ù ʪŠÓúŽ( disk./.usagePercent‚76.1440143893931 disk.sda2.out‚0$ memory_percent‚88.12567392985025 disk.sda3.in‚34646.63671875 disk.rbd3.out‚0 disk.sda.out‚ 60.25390625 disk.sda1.in‚0 disk.sda1.out‚0 disk.rbd4.out‚0' proc.memory.availableMB‚ 2918.234375 disk.dm-1.out‚ 60.25390625 disk.rbd1.out‚0 disk.rbd3.in‚0 disk.sda.in‚34646.63671875% disk.nvme0c0n1.in‚644298.57421875( disk.nvme0c0n1.out‚69127.61083984375# disk.dm-0.out‚69127.61083984375 disk.dm-1.in‚34646.63671875& disk.nvme0n1.out‚69127.61083984375 disk.rbd4.in‚0 proc.cpu.threads‚17 network.sent‚ 3.656045e+06 network.recv‚314817) proc.memory.percent‚10.43570836385091" proc.memory.rssMB‚ 2564.6796875 disk.sda3.out‚ 60.25390625# disk.nvme0n1.in‚644298.57421875 disk.dm-0.in‚644298.57421875 disk.sda2.in‚0 cpu‚25.008105951398882% disk./.usageGB‚1134.5840339660645 disk.rbd1.in‚0·({¶ÝÆ ‚(:Ò ÙªŠÓçý™ disk.sda2.out‚0 disk.sda1.out‚0 disk.rbd4.out‚0 cpu‚25.0101353865569' proc.memory.availableMB‚ 2917.984375 network.sent‚ 3.658314e+06 disk.dm-1.in‚34646.63671875 disk.rbd1.in‚0% disk./.usageGB‚1134.5835227966309 disk.sda3.in‚34646.63671875" proc.memory.rssMB‚ 2564.6796875) disk./.usagePercent‚76.14398008387535 disk.rbd4.in‚0 proc.cpu.threads‚17 disk.rbd1.out‚0 disk.sda.out‚ 60.36328125# disk.nvme0c0n1.in‚ 646188.140625( disk.nvme0c0n1.out‚69194.05810546875# disk.dm-0.out‚69194.05810546875$ memory_percent‚88.12669118245444 network.recv‚315942 disk.dm-0.in‚ 646186.765625 disk.sda3.out‚ 60.36328125 disk.dm-1.out‚ 60.36328125& disk.nvme0n1.out‚69194.05810546875) proc.memory.percent‚10.43570836385091! disk.nvme0n1.in‚ 646188.140625 disk.sda1.in‚0 disk.rbd3.in‚0 disk.rbd3.out‚0 disk.sda.in‚34646.63671875 disk.sda2.in‚0Ö“¸<’Ç ‚(:‡ ÙªŠÓ¶ÓÌ gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚307.956' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚61.5912 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0̯,/2È - _wandbruntime‚2727  _runtime‚2727Ö& ·É ¾n *jet/accuracy_1_of_2‚0.6836971044540405 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4791666567325592 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5252976417541504 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.057845745235681534 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.2071743905544281 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5136426091194153 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6008201241493225 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 particle/accuracy_2_of_3‚1 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.1076388880610466 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 _step‚147 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6212605237960815 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 % _timestamp‚1.7848456692057345e+09 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.17359307408332825 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6145833730697632 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 *jet/accuracy_2_of_3‚0.3908241391181946 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.016967345029115677 epoch‚35 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 'particle/f_score‚0.5877464413642883 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 :"Purity/1FRt1SRqqt*FBt/event_purity‚0.02282349206507206 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6293478012084961 (particle/accuracy‚0.8301187753677368 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09669431298971176 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.3074081540107727 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.4166666865348816 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.20952382683753967 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 6 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.550000011920929 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5351763963699341 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 particle/accuracy_1_of_1‚1 [5Á*'9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5724005103111267 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15296052396297455 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5562499761581421 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5297619104385376 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 particle/accuracy_2_of_2‚1 +particle/specificity‚0.9011199474334717 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 *"Purity/1FRt0SRqqt1FBt/event_purity‚0.5 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6252639293670654 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 7 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.2638888955116272 trainer/global_step‚1439 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10656048357486725 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6303418874740601 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7404761910438538 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5351763963699341 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09545454382896423 8"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.507563054561615 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08730804175138474 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6454545259475708 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.49094200134277344 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 *jet/accuracy_1_of_4‚0.8901098966598511 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 )loss/val_total_loss‚15.03170623409202 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.15013451874256134 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.16968700289726257 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.7059139609336853 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06798455864191055 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.4166666865348816 +jet/accuracy_1_of_1‚0.22880682349205017 particle/accuracy_1_of_2‚1 +particle/sensitivity‚0.5680798888206482 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 /particle/accuracy_4_of_4‚0.9258241653442383 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5571987628936768 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08468007296323776 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.15627354383468628 particle/accuracy_2_of_4‚1 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5049889087677002 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.20941558480262756 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09545454382896423 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.21440726518630981 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09532701969146729 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5288307666778564 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2708333432674408 +jet/accuracy_3_of_4‚0.07417582720518112 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.1470833420753479 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05835410952568054 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5086124539375305 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5229758024215698 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.4648326635360718 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 7validation_average_jet_accuracy‚0.27708593010902405 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10788599401712418 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5983808040618896 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07165898382663727 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.15015986561775208 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.07145892828702927 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5170639753341675 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5594460964202881 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 jet/accuracy_4_of_4‚0 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.45443546772003174 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.30653440952301025 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08576362580060959 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8790792226791382 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.16374942660331726 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 particle/accuracy_3_of_4‚1 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.16645126044750214 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07441364228725433 particle/accuracy_3_of_3‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6226076483726501 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5705265998840332 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 *jet/accuracy_1_of_3‚0.9067847728729248 +jet/accuracy_3_of_3‚0.05868430435657501 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5708348751068115 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.4583333134651184 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04326241463422775 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07441364228725433 _runtime‚2727.209533302 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3840579688549042 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5276839733123779 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4791666567325592 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.45968616008758545 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 particle/accuracy_1_of_3‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6454545259475708 +jet/accuracy_2_of_2‚0.10114914178848267 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.4583333134651184 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.181547611951828 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.08827751129865646 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3009072542190552 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.11868251860141754 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 *jet/accuracy_2_of_4‚0.5906593799591064 particle/accuracy_1_of_4‚1 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7112277746200562 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.08953900635242462 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3987500071525574üI¿µI7Ê Ãn :"Purity/*FRt2SRqqt0FBt/event_purity‚0.08953900635242462 9"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.3987500071525574 *jet/accuracy_1_of_2‚0.6836971044540405 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4791666567325592 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5252976417541504 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.057845745235681534 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.2071743905544281 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5136426091194153 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6008201241493225 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 particle/accuracy_2_of_3‚1 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 7 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.1076388880610466 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 _step‚147 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6212605237960815 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 % _timestamp‚1.7848456692057345e+09 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.17359307408332825 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6145833730697632 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 *jet/accuracy_2_of_3‚0.3908241391181946 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.016967345029115677 epoch‚35 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 'particle/f_score‚0.5877464413642883 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 :"Purity/1FRt1SRqqt*FBt/event_purity‚0.02282349206507206 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6293478012084961 (particle/accuracy‚0.8301187753677368 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09669431298971176 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.3074081540107727 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.4166666865348816 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.20952382683753967 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 6 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.550000011920929 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5351763963699341 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 particle/accuracy_1_of_1‚1 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5724005103111267 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.15296052396297455 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5562499761581421 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5297619104385376 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 particle/accuracy_2_of_2‚1 +particle/specificity‚0.9011199474334717 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 *"Purity/1FRt0SRqqt1FBt/event_purity‚0.5 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6252639293670654 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 7 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.2638888955116272 trainer/global_step‚1439 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10656048357486725 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6303418874740601 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7404761910438538 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5351763963699341 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09545454382896423 8"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.507563054561615 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08730804175138474 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6454545259475708 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.125 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.49094200134277344 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 *jet/accuracy_1_of_4‚0.8901098966598511 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 )loss/val_total_loss‚15.03170623409202 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.15013451874256134 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.16968700289726257 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.7059139609336853 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06798455864191055 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.4166666865348816 +jet/accuracy_1_of_1‚0.22880682349205017 particle/accuracy_1_of_2‚1 +particle/sensitivity‚0.5680798888206482 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 /particle/accuracy_4_of_4‚0.9258241653442383 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5571987628936768 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08468007296323776 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.15627354383468628 particle/accuracy_2_of_4‚1 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5049889087677002 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.20941558480262756 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09545454382896423 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.21440726518630981 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09532701969146729 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5288307666778564 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2708333432674408 +jet/accuracy_3_of_4‚0.07417582720518112 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 7 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.1470833420753479 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05835410952568054 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5086124539375305 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5229758024215698 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.4648326635360718 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 7validation_average_jet_accuracy‚0.27708593010902405 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10788599401712418 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.5983808040618896 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07165898382663727 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.15015986561775208 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.07145892828702927 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5170639753341675 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5594460964202881 +"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.25 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 jet/accuracy_4_of_4‚0 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.45443546772003174 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.30653440952301025 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08576362580060959 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8790792226791382 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.16374942660331726 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 particle/accuracy_3_of_4‚1 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.16645126044750214 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07441364228725433 particle/accuracy_3_of_3‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6226076483726501 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5705265998840332 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 *jet/accuracy_1_of_3‚0.9067847728729248 +jet/accuracy_3_of_3‚0.05868430435657501 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5708348751068115 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.4583333134651184 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04326241463422775 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07441364228725433 _runtime‚2727.209533302 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3840579688549042 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5276839733123779 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4791666567325592 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 :"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.45968616008758545 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 particle/accuracy_1_of_3‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6454545259475708 +jet/accuracy_2_of_2‚0.10114914178848267 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.4583333134651184 6 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.181547611951828 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.08827751129865646 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3009072542190552 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.11868251860141754 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 *jet/accuracy_2_of_4‚0.5906593799591064 particle/accuracy_1_of_4‚1 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7112277746200562“|Ö ¶ãË ‚(:Ø 誊Óš disk.sda2.out‚0 disk.dm-1.out‚ 60.7265625 disk.sda.out‚ 60.7265625 proc.cpu.threads‚17 disk.rbd4.in‚0 disk.rbd4.out‚0# disk.nvme0n1.in‚648129.82421875 cpu‚25.01456770933016 network.recv‚316815) disk./.usagePercent‚76.14423507115647 disk.dm-1.in‚34646.63671875& disk.nvme0n1.out‚69194.19482421875$ memory_percent‚88.97210756937662 disk.sda.in‚34646.63671875% disk.nvme0c0n1.in‚648129.82421875# disk.dm-0.out‚69194.19482421875 disk.sda2.in‚0 disk.sda1.in‚0 disk.sda3.in‚34646.63671875" proc.memory.rssMB‚ 2773.6015625* proc.memory.percent‚11.285813649495442 network.sent‚ 3.66052e+06( disk.nvme0c0n1.out‚69194.19482421875 disk.sda3.out‚ 60.7265625 disk.rbd3.in‚0) proc.memory.availableMB‚ 2710.21484375% disk./.usageGB‚1134.5873222351074 disk.dm-0.in‚648129.82421875 disk.sda1.out‚0 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.rbd3.out‚04þïÌ ‚(:… 誊ÓÖ¾ gpu.0.gpu‚2.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚40.0 gpu.0.powerWatts‚102.552' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚20.5104 gpu.0.smClock‚1275 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0šÚ¡ÆÍ ‚(:„ ÷ªŠÓ¼ÿJ gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚43.0 gpu.0.powerWatts‚124.576' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚24.9152 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0U°_oÝÎ ‚(:Ò ÷ªŠÓŽË£) proc.memory.availableMB‚ 2917.94140625 disk.rbd1.in‚0* proc.memory.percent‚10.435724258422852 network.sent‚ 3.712088e+06 disk.sda1.in‚0 disk.rbd4.in‚0 disk.sda3.out‚60.84375 disk.rbd3.in‚0# disk.nvme0n1.in‚650415.99609375 cpu‚25.010918204574857% disk./.usageGB‚1134.5873222351074$ memory_percent‚88.12686602274576 disk.dm-0.in‚650415.99609375 disk.sda1.out‚0 disk.rbd4.out‚0 disk.sda3.in‚34646.63671875 disk.rbd3.out‚0 disk.sda.in‚34646.63671875 disk.sda.out‚60.84375% disk.nvme0c0n1.in‚650415.99609375" disk.dm-0.out‚70164.1552734375 disk.sda2.in‚0# proc.memory.rssMB‚ 2564.68359375' disk.nvme0c0n1.out‚70164.1552734375 disk.sda2.out‚0 disk.rbd1.out‚0 proc.cpu.threads‚17 network.recv‚319241) disk./.usagePercent‚76.14423507115647 disk.dm-1.in‚34646.63671875 disk.dm-1.out‚60.84375% disk.nvme0n1.out‚70164.1552734375Ç¡y2Ï - _wandbruntime‚2748  _runtime‚2748YH) ÉÐ Ã _step‚148 ' lr-AdamW/pg1‚2.1393441018737436e-05 ' lr-AdamW/pg2‚2.1393441018737436e-05 trainer/global_step‚1449 % _timestamp‚1.7848456906241505e+09 _runtime‚2748.626713714°ñÎÑ È % _timestamp‚1.7848456906241505e+09 _runtime‚2748.626713714 _step‚148 ' lr-AdamW/pg1‚2.1393441018737436e-05 ' lr-AdamW/pg2‚2.1393441018737436e-05 trainer/global_step‚1449”8‰òŸ2Ò - _wandbruntime‚2748  _runtime‚2748=Œ.òÓ ëO eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚114389425716224 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 402596352 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚12596500 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚419188856984576 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚12596500 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚3867455 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1512861785088 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 % _timestamp‚1.7848456906254597e+09 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚114389057625088 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚26120025 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚419188856984576 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚417675995199488 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚13523525 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1911372352512 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚417675995199488 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1514207205888 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 _runtime‚2748.631524734 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚26109985 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚12596494 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1512861785088 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1911406857728 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 TDDeviceStatsMonitor.on_train_batch_startj(¼#î/active_bytes.large_pool.peak‚ 46288510976 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚12596494 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4467497 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚419190228578816 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚259 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚13513491 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚254 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚417509917046160 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚3867460 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚417509942474128 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚417676021372928 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1514207205888 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚116300832573952 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚419020218897044 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚417676021372928 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚8334698 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 _step‚149 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚12596500 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚419188856984576 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚12596500 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚3867455 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1512861785088 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 % _timestamp‚1.7848456906254597e+09 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚114389057625088 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚26120025 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚419188856984576 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚417675995199488 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚13523525 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1911372352512 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚417675995199488 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1514207205888 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 _runtime‚2748.631524734 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚26109985 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚12596494 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1512861785088 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1911406857728 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚12596494 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4467497 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚419190228578816 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚259 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚13513491 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚254 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚417509917046160 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚3867460 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚417509942474128 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚417676021372928 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1514207205888 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚116300832573952 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚419020218897044•œ¤Y2Õ - _wandbruntime‚2750  _runtime‚2750Füíõû&Ö õM TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3870095 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 402589184 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚34498048 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚417954930663424 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚26127434 BDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚8340321 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚116380737547776 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚12604861 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1912725465600 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚260 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚114467643991040 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚13522573 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚4470481 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚8340581 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚3870100 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚12604867 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1512667263754 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚417954930663424 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1513884293120 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚417788718819936 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚26127434 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚116380334958592 _runtime‚2750.091981676 _step‚150 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 FDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚26137488 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚12604861 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚4470226 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚114468012082176 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 % _timestamp‚1.7848456920890021e+09 E8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚26137488 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚419470160384512-–0ÇÌ× úM J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚12604861 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚4470226 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚114468012082176 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 % _timestamp‚1.7848456920890021e+09 E8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚26137488 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚419470160384512 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚3870095 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 402589184 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚34498048 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚417954930663424 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚26127434 BDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚8340321 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚116380737547776 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚12604861 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 1912725465600 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚260 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚114467643991040 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚13522573 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚4470481 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚8340581 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚3870100 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚12604867 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1512667263754 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚417954930663424 XFDeviceStatsMonitor.on—¥ÈQ4 _train_batch_end/allocated_bytes.small_pool.freed‚ 1513884293120 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚417788718819936 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚26127434 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚116380334958592 _runtime‚2750.091981676 _step‚150 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 FDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚26137488 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864–Pî2Ø - _wandbruntime‚2750  _runtime‚2750Ýg‰dÙ ‚ epoch‚36 % _timestamp‚1.7848456921222014e+09 2loss/SRqqt2/assignment_loss‚1.3966598505652994 /loss/FRt2/detection_loss‚0.5916250645055908 1loss/SRqqt2/detection_loss‚2.2003068952322455 _step‚151 2loss/SRqqt1/assignment_loss‚0.8037638813411012 1loss/FBt2/assignment_loss‚0.08083417498610516 /loss/FRt1/detection_loss‚1.4557331413168022 /loss/FBt1/detection_loss‚1.8612415492534637 /loss/FBt2/detection_loss‚1.4067584389299468 &loss/total_loss‚15.749336457712406 0loss/FRt2/assignment_loss‚3.3791464316181914 trainer/global_step‚1449 _runtime‚2750.124750904 0loss/FRt1/assignment_loss‚1.6697874028503163 0loss/FBt1/assignment_loss‚0.2145383619223472 1loss/SRqqt1/detection_loss‚0.6889412651909956ü ß1 Ú ‡ 0loss/FBt1/assignment_loss‚0.2145383619223472 1loss/SRqqt1/detection_loss‚0.6889412651909956 epoch‚36 % _timestamp‚1.7848456921222014e+09 2loss/SRqqt2/assignment_loss‚1.3966598505652994 /loss/FRt2/detection_loss‚0.5916250645055908 1loss/SRqqt2/detection_loss‚2.2003068952322455 _step‚151 2loss/SRqqt1/assignment_loss‚0.8037638813411012 1loss/FBt2/assignment_loss‚0.08083417498610516 /loss/FRt1/detection_loss‚1.4557331413168022 /loss/FBt1/detection_loss‚1.8612415492534637 /loss/FBt2/detection_loss‚1.4067584389299468 &loss/total_loss‚15.749336457712406 0loss/FRt2/assignment_loss‚3.3791464316181914 trainer/global_step‚1449 _runtime‚2750.124750904 0loss/FRt1/assignment_loss‚1.6697874028503163—{ü åÛ ‚(:Ú †«ŠÓ»Ç° disk.sda.out‚ 61.19140625 network.recv‚320252% disk.nvme0c0n1.in‚651063.61328125" disk.dm-0.out‚70500.3896484375 disk.sda2.in‚0 disk.sda1.in‚0 disk.sda3.in‚35232.55078125 disk.dm-1.in‚35232.55078125% disk./.usageGB‚1134.7090377807617' disk.nvme0c0n1.out‚70500.3896484375 disk.sda1.out‚0 disk.rbd3.in‚0 disk.rbd4.in‚0) disk./.usagePercent‚76.15240362454897 disk.dm-1.out‚ 61.19140625 disk.rbd3.out‚0% disk.nvme0n1.out‚70500.3896484375 disk.sda.in‚35232.55078125# proc.memory.rssMB‚ 2564.68359375 cpu‚25.012988972154798# memory_percent‚88.1277879079183) proc.memory.availableMB‚ 2917.71484375 disk.dm-0.in‚651063.61328125* proc.memory.percent‚10.435724258422852 disk.sda2.out‚0 disk.rbd4.out‚0 network.sent‚ 3.714334e+06 disk.rbd1.in‚0# disk.nvme0n1.in‚651063.61328125 disk.sda3.out‚ 61.19140625 disk.rbd1.out‚0 proc.cpu.threads‚17öÆ_{’Ü ‚(:‡ †«ŠÓËŸÙ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚289.111' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚57.8222 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0t“²¤‘Ý ‚(:† •«ŠÓô• gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚317.562' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚63.5124 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0Sëè‡ßÞ ‚(:Ô •«ŠÓù¿‘ network.sent‚ 3.772893e+06( disk./.usagePercent‚76.1523690630199 disk.dm-1.in‚35232.55078125 disk.dm-1.out‚ 61.3984375% disk./.usageGB‚1134.7085227966309 disk.sda3.in‚35232.55078125 disk.rbd3.in‚0$ disk.nvme0c0n1.in‚652900.3828125 disk.rbd1.in‚0 disk.rbd1.out‚0& disk.nvme0n1.out‚71200.16552734375 disk.sda1.in‚0# proc.memory.rssMB‚ 2564.68359375 proc.cpu.threads‚17 network.recv‚322608 disk.rbd3.out‚0" disk.nvme0n1.in‚652900.3828125 disk.sda.in‚35232.55078125# disk.dm-0.out‚71200.16552734375 disk.sda2.out‚0 disk.rbd4.in‚0 disk.rbd4.out‚0* proc.memory.percent‚10.435724258422852 disk.sda2.in‚0 disk.sda1.out‚0# memory_percent‚88.1275494893392 disk.sda3.out‚ 61.3984375 disk.sda.out‚ 61.3984375( disk.nvme0c0n1.out‚71200.16552734375 disk.dm-0.in‚652900.3828125( proc.memory.availableMB‚ 2917.7734375 cpu‚25.01522051627915¥4vœß ‚(:‘ ¤«ŠÓ¢¿% gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚293.425' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚58.684999999999995 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0Ž‰®åà ‚(:Ú ¤«ŠÓÐ disk.sda.out‚ 61.5703125 disk.dm-0.in‚654359.70703125# proc.memory.rssMB‚ 2564.68359375 cpu‚25.017003362745214 network.recv‚323619) disk./.usagePercent‚76.15231990884523 disk.sda3.in‚35232.55078125 disk.rbd3.in‚0# disk.nvme0n1.in‚654359.70703125 proc.cpu.threads‚17 disk.sda3.out‚ 61.5703125% disk.nvme0c0n1.in‚654359.70703125$ memory_percent‚88.12761306762695 disk.sda2.in‚0 disk.rbd1.in‚0# disk.dm-0.out‚71200.41455078125 disk.sda.in‚35232.55078125( disk.nvme0c0n1.out‚71200.41455078125 disk.sda1.in‚0 disk.dm-1.in‚35232.55078125& disk.nvme0n1.out‚71200.41455078125% disk./.usageGB‚1134.7077903747559 disk.sda1.out‚0 disk.rbd1.out‚0 disk.rbd4.out‚0 disk.dm-1.out‚ 61.5703125 disk.rbd3.out‚0* proc.memory.percent‚10.435724258422852( proc.memory.availableMB‚ 2917.7578125 network.sent‚ 3.775102e+06 disk.sda2.out‚0 disk.rbd4.in‚0°4ôª›á ‚(: ³«ŠÓÀ¸· gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚43.0 gpu.0.powerWatts‚124.335' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚24.866999999999997 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¼’zòââ ‚(:× ³«ŠÓ˜ïñ network.sent‚ 3.777373e+06 network.recv‚324803) disk./.usagePercent‚76.15232374901511 disk.sda.out‚ 61.828125 disk.dm-0.in‚656094.87109375 disk.sda1.in‚0% disk./.usageGB‚1134.7078475952148 disk.dm-1.out‚ 61.828125 disk.rbd3.in‚0 disk.sda2.in‚0 disk.sda3.in‚35232.55078125 disk.rbd1.in‚0 disk.rbd1.out‚0& disk.nvme0n1.out‚71200.90185546875 disk.sda.in‚35232.55078125# disk.dm-0.out‚71200.90185546875 cpu‚25.018717255840894 disk.rbd3.out‚0 disk.dm-1.in‚35232.55078125% disk.nvme0c0n1.in‚656094.87109375$ memory_percent‚88.12761306762695* proc.memory.percent‚10.435724258422852 proc.cpu.threads‚17 disk.rbd4.in‚0 disk.rbd4.out‚0( disk.nvme0c0n1.out‚71200.90185546875 disk.sda1.out‚0 disk.sda3.out‚ 61.828125( proc.memory.availableMB‚ 2917.7578125# disk.nvme0n1.in‚656094.87109375 disk.sda2.out‚0# proc.memory.rssMB‚ 2564.68359375/ZHÃ2ã - _wandbruntime‚2808  _runtime‚28088ÿÚœ#7ä n 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 trainer/global_step‚1479 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1473177969455719 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5445704460144043 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0613083615899086 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31922847032546997 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5121951103210449 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 _step‚152 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.15384241938591003 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.058520860970020294 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6025640964508057 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5403109788894653 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 +jet/accuracy_2_of_2‚0.10226520895957947 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7029632925987244 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.0944315493106842 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20690685510635376 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 +jet/accuracy_3_of_4‚0.07417582720518112 9"Purity/*FRt*SRqqt0FBt/event_purity‚0.1669958084821701 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1435064971446991 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 particle/accuracy_2_of_3‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 'particle/f_score‚0.5863355398178101 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6136981844902039 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3009072542190552 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5513222813606262 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.558716893196106 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.48490336537361145 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.019566025584936142 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 *jet/accuracy_1_of_3‚0.8956183791160583 7validation_average_jet_accuracy‚0.28010571002960205 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.11406619846820831 jet/accuracy_4_of_4‚0 (particle/accuracy‚0.8304036259651184 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5506495833396912 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6454545259475708 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.35628020763397217 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.013587577268481255 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.20952382683753967 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1517857164144516 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5461309552192688 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2673160433769226 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.5833333730697632 particle/accuracy_3_of_3‚1 epoch‚36 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5775346755981445 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.13857045769691467 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.03238770738244057 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 /particle/accuracy_4_of_4‚0.9258241653442383 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.13964436948299408 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.11244019120931625 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.13199013471603394 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.07592184841632843 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 (loss/val_total_loss‚15.0921474172103 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08413796126842499 7"Purity/*FRt0SRqqt1FBt/event_purity‚0.86771559715271 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.21688035130500793 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6157211661338806 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.08796296268701553 +jet/accuracy_1_of_1‚0.23270630836486816 particle/accuracy_1_of_2‚1 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 7 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.0637694001197815 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09503250569105148 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8"Purity/0FRt*SRqqt*FBt/event_purity‚0.592670738697052 , Purity/2FRt1SRqqt0FBt/FRt_purity‚0.21875 +jet/accuracy_3_of_3‚0.05219079926609993 $ _timestamp‚1.784845750219299e+09 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5249999761581421 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.09990611672401428 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 +jet/accuracy_2_of_3‚0.39549702405929565 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.14494669437408447 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.04731826111674309 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 particle/accuracy_3_of_4‚1 )particle/sensitivity‚0.56385338306427 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3178420066833496 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_4‚0.8901098966598511 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9"Purity/0FRt2SRqqt0FBt/event_purity‚0.2736812233924866 8"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.590459942817688 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.12593749165534973 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6094497442245483 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.060990214347839355 8"Purity/0FRt1SRqqt0FBt/event_purity‚0.558716893196106 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 8"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.511904776096344 8"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.616847813129425 *jet/accuracy_1_of_2‚0.6860532760620117 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5375000238418579 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5507575273513794 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_4‚1 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5431442260742188 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09545454382896423 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5319125056266785 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6347111463546753 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 _runtime‚2808.224192221 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6382725834846497 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 particle/accuracy_2_of_2‚1 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5501754879951477 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5800280570983887 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.07385551184415817 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_1_of_1‚1 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.44999998807907104 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.07337452471256256 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.04978698492050171 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 *particle/specificity‚0.902620792388916 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09545454382896423 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.44556450843811035 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 *jet/accuracy_2_of_4‚0.5906593799591064 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5877989530563354 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_4‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08363822847604752 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/1FRt0SRqqt0FBt/event_purity‚0.0637694001197815 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6454545259475708ÊKò@â!å ¢n ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 'particle/f_score‚0.5863355398178101 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6136981844902039 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3009072542190552 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5513222813606262 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.558716893196106 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.48490336537361145 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.019566025584936142 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 *jet/accuracy_1_of_3‚0.8956183791160583 7validation_average_jet_accuracy‚0.28010571002960205 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.11406619846820831 jet/accuracy_4_of_4‚0 (particle/accuracy‚0.8304036259651184 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5506495833396912 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6454545259475708 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.35628020763397217 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.013587577268481255 :"Purity/1FRt1SRqqt1FBt/event_purity‚0.20952382683753967 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1517857164144516 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5461309552192688 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2673160433769226 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.5833333730697632 particle/accuracy_3_of_3‚1 epoch‚36 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5775346755981445 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.13857045769691467 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.03238770738244057 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 /particle/accuracy_4_of_4‚0.9258241653442383 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.13964436948299408 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.11244019120931625 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.13199013471603394 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.07592184841632843 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 (loss/val_total_loss‚15.0921474172103 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08413796126842499 7"Purity/*FRt0SRqqt1FBt/event_purity‚0.86771559715271 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.21688035130500793 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6157211661338806 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.08796296268701553 +jet/accuracy_1_of_1‚0.23270630836486816 particle/accuracy_1_of_2‚1 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 7 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.0637694001197815 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09503250569105148 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8"Purity/0FRt*SRqqt*FBt/event_purity‚0.592670738697052 , Purity/2FRt1SRqqt0FBt/FRt_purity‚0.21875 +jet/accuracy_3_of_3‚0.05219079926609993 $ _timestamp‚1.784845750219299e+09 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5249999761581421 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.09990611672401428 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 +jet/accuracy_2_of_3‚0.39549702405929565 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.14494669437408447 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.04731826111674309 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 particle/accuracy_3_of_4‚1 )particle/sensitivity‚0.56385338306427 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3178420066833496 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_4‚0.8901098966598511 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9"Purity/0FRt2SRqqt0FBt/event_purity‚0.2736812233924866 8"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.590459942817688 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.12593749165534973 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6094497442245483 9 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.060990214347839355 8"Purity/0FRt1SRqqt0FBt/event_purity‚0.558716893196106 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 8"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.511904776096344 8"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.616847813129425 *jet/accuracy_1_of_2‚0.6860532760620117 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5375000238418579 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5507575273513794 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_4‚1 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5431442260742188 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09545454382896423 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5319125056266785 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6347111463546753 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 _runtime‚2808.224192221 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6382725834846497 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 particle/accuracy_2_of_2‚1 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9"Purity/0FRt1SRqqt*FBt/eve*$ÐÄFnt_purity‚0.5501754879951477 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5800280570983887 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.07385551184415817 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 particle/accuracy_1_of_1‚1 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.44999998807907104 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.07337452471256256 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.04978698492050171 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 *particle/specificity‚0.902620792388916 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09545454382896423 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.44556450843811035 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 *jet/accuracy_2_of_4‚0.5906593799591064 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5877989530563354 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_4‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08363822847604752 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/1FRt0SRqqt0FBt/event_purity‚0.0637694001197815 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6454545259475708 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 trainer/global_step‚1479 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1473177969455719 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5445704460144043 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0613083615899086 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31922847032546997 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5121951103210449 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 _step‚152 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.15384241938591003 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 ;"Purity/1FRt*SRqqt*FBt/event_purity‚0.058520860970020294 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6025640964508057 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5403109788894653 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 +jet/accuracy_2_of_2‚0.10226520895957947 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7029632925987244 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.0944315493106842 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20690685510635376 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 +jet/accuracy_3_of_4‚0.07417582720518112 9"Purity/*FRt*SRqqt0FBt/event_purity‚0.1669958084821701 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1435064971446991 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 particle/accuracy_2_of_3‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625˜‹žªÌ‘æ ‚(:† «ŠÓä‰= gpu.0.gpu‚99.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚344.507' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚68.9014 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0A;?ùàç ‚(:Õ «ŠÓ®øØ disk.dm-1.in‚ 35956.6796875 network.sent‚ 3.779592e+06$ disk./.usageGB‚1134.707820892334 disk.rbd3.out‚0 disk.sda.out‚ 61.9453125 disk.rbd4.out‚0 disk.sda3.out‚ 61.9453125 disk.rbd1.in‚0# disk.nvme0n1.in‚656955.63671875 disk.sda2.in‚0$ memory_percent‚92.08394686381021) proc.memory.availableMB‚ 1945.44921875 network.recv‚325802 disk.rbd3.in‚0# disk.dm-0.out‚74116.18310546875 disk.sda1.in‚0 disk.sda.in‚ 35956.6796875% disk.nvme0c0n1.in‚656955.63671875( disk.nvme0c0n1.out‚74116.18310546875 disk.sda1.out‚0 disk.rbd4.in‚0# proc.memory.rssMB‚ 2564.68359375* proc.memory.percent‚10.435724258422852 disk.rbd1.out‚0 cpu‚25.0120347896458 proc.cpu.threads‚17) disk./.usagePercent‚76.15232195693584& disk.nvme0n1.out‚74116.18310546875 disk.dm-0.in‚656955.63671875 disk.sda2.out‚0 disk.sda3.in‚ 35956.6796875 disk.dm-1.out‚ 61.9453125þ3ñvè ‚(:’ ЫŠÓñÝâÜ gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚301.509' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚60.30180000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¿Ëëeäé ‚(:Ù Ñ«ŠÓûåê disk.dm-1.out‚ 62.19140625 disk.sda.in‚ 35956.6796875 disk.dm-0.in‚658678.27734375 disk.sda2.in‚0 disk.sda1.out‚0 disk.sda3.in‚ 35956.6796875 disk.sda3.out‚ 62.19140625* proc.memory.percent‚10.435724258422852 network.recv‚328013 disk.rbd3.in‚0( disk.nvme0c0n1.out‚74182.38427734375 disk.sda2.out‚0 disk.rbd1.in‚0# memory_percent‚92.0849641164144# disk.dm-0.out‚74182.38427734375 disk.rbd1.out‚0 cpu‚25.014063179813583) disk./.usagePercent‚76.15232195693584$ disk./.usageGB‚1134.707820892334 disk.rbd3.out‚0 disk.sda1.in‚0 disk.rbd4.in‚0) proc.memory.availableMB‚ 1945.19921875 proc.cpu.threads‚17 network.sent‚ 3.831192e+06& disk.nvme0n1.out‚74182.38427734375 disk.sda.out‚ 62.19140625% disk.nvme0c0n1.in‚658678.27734375 disk.dm-1.in‚ 35956.6796875# proc.memory.rssMB‚ 2564.68359375# disk.nvme0n1.in‚658678.27734375 disk.rbd4.out‚0ú?á"›ê ‚(: à«ŠÓ·«B gpu.0.gpu‚98.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚360.134' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚72.02680000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0U3Þë ‚(:Ó à«ŠÓø¢ network.sent‚ 3.833455e+06 disk.rbd3.in‚0 disk.sda.out‚ 62.453125( disk.nvme0c0n1.out‚74182.56005859375 disk.sda1.in‚0 disk.rbd1.out‚0 disk.dm-0.in‚659540.63671875 disk.sda3.out‚ 62.453125 network.recv‚329019 disk.dm-1.out‚ 62.453125% disk.nvme0c0n1.in‚659540.63671875 disk.sda1.out‚0) proc.memory.availableMB‚ 1945.19921875 disk.dm-1.in‚ 35956.6796875 disk.rbd3.out‚0 disk.sda.in‚ 35956.6796875 disk.sda2.out‚0 disk.sda3.in‚ 35956.6796875# memory_percent‚92.0849641164144& disk.nvme0n1.out‚74182.56005859375 disk.rbd4.in‚0# proc.memory.rssMB‚ 2564.68359375* proc.memory.percent‚10.435724258422852) disk./.usagePercent‚76.15232195693584$ disk./.usageGB‚1134.707820892334# disk.dm-0.out‚74182.56005859375 disk.sda2.in‚0 disk.rbd4.out‚0 cpu‚25.015961435002296 proc.cpu.threads‚17 disk.rbd1.in‚0# disk.nvme0n1.in‚659540.63671875úÐñ 2ì - _wandbruntime‚2851  _runtime‚2851eÚšÆí À & lr-AdamW/pg1‚1.788968676598459e-05 & lr-AdamW/pg2‚1.788968676598459e-05 trainer/global_step‚1499 % _timestamp‚1.7848457930438225e+09 _runtime‚ 2851.04644388 _step‚153üìJËî Å _step‚153 & lr-AdamW/pg1‚1.788968676598459e-05 & lr-AdamW/pg2‚1.788968676598459e-05 trainer/global_step‚1499 % _timestamp‚1.7848457930438225e+09 _runtime‚ 2851.04644388™Ž§hC2ï - _wandbruntime‚2851  _runtime‚2851­â5ñ'ð ëO M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 % _timestamp‚1.7848457930449593e+09 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚13027626 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 _runtime‚2851.047653747 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚120302292883968 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚13977619 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4621471 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚13027626 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚4621173 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚13977619 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚298 _step‚154 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚433552160887808 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚431987332360192 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚118325650638848 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚27015279 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚431815577327984 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1562207003182 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1566200121856 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚431987306186752 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚27005239 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚40796672 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚13027620 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚431987332360192 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1563551614300 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1564854701056 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚8621883 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚303 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚13987653 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚8621580 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚118325282547712 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1977051132928 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚433379154370252 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 408887808 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1977010336256 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4000407 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚13027620 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚120302701771776 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4000407 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚13027620 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚120302701771776 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚298 _step‚154 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚433552160887808 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚431987332360192 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚118325650638848 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚27015279 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚431815577327984 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1562207003182 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1566200121856 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚431987306186752 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚27005239 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚40796672 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚13027620 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚431987332360192 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1563551614300 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1564854701056 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚8621883 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚303 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚13987653 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚8621580 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚118325282547712 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 1977051132928 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚433379154370252 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 408887808 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 1977010336256 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 IDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚27032742 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚120382574281728 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚432266241650688 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 trainer/global_step‚1499 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1565877209088 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚13035987 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4003047 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 FDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚27022688 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚13996749 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4003052 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚120382165401088 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 BDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚8627206 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚432094404529728 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚432266215477248 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 PDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚301 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚433658976945780 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚13986701 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚27022688 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚13996749 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 408880640 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1978296487424 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 _runtime‚2852.460136988 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960o ó†ÿ&ô ùM UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1565877209088 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚13035987 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4003047 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 FDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚27022688 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚13996749 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4003052 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚120382165401088 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 BDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚8627206 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚432094404529728 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚432266215477248 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 PDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚301 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚433658976945780 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚13986701 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚27022688 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚13996749 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 408880640 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 1978296487424 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 _runtime‚2852.460136988 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚433832092686336 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚27032742 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚120382574281728 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚432266241650688 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 trainer/global_step‚1499›úRQ‰2õ - _wandbruntime‚2852  _runtime‚2852\8¥ö ý .loss/FBt2/detection_loss‚2.969249829620512 trainer/global_step‚1499 epoch‚37 0loss/FRt1/assignment_loss‚1.6812313107120527 2loss/SRqqt1/assignment_loss‚0.7774272918667501 1loss/FBt2/assignment_loss‚0.10314970025050989 /loss/FRt2/detection_loss‚0.6062269777570496 $loss/total_loss‚17.2997152746911 _step‚156 /loss/FRt2/assignment_loss‚3.369484442355855 0loss/FBt1/assignment_loss‚0.3226993187746273 /loss/FRt1/detection_loss‚1.3949262172467818 0loss/SRqqt2/detection_loss‚2.263822400974745 /loss/FBt1/detection_loss‚1.7032874846650707 % _timestamp‚1.7848457945140283e+09 _runtime‚2852.516277269 2loss/SRqqt2/assignment_loss‚1.3539399555911218 1loss/SRqqt1/detection_loss‚0.7542703448760226ØQŽã÷ ‚ _runtime‚2852.516277269 2loss/SRqqt2/assignment_loss‚1.3539399555911218 1loss/SRqqt1/detection_loss‚0.7542703448760226 .loss/FBt2/detection_loss‚2.969249829620512 trainer/global_step‚1499 epoch‚37 0loss/FRt1/assignment_loss‚1.6812313107120527 2loss/SRqqt1/assignment_loss‚0.7774272918667501 1loss/FBt2/assignment_loss‚0.10314970025050989 /loss/FRt2/detection_loss‚0.6062269777570496 $loss/total_loss‚17.2997152746911 _step‚156 /loss/FRt2/assignment_loss‚3.369484442355855 0loss/FBt1/assignment_loss‚0.3226993187746273 /loss/FRt1/detection_loss‚1.3949262172467818 0loss/SRqqt2/detection_loss‚2.263822400974745 /loss/FBt1/detection_loss‚1.7032874846650707 % _timestamp‚1.7848457945140283e+09œ%E[ð’ø ‚(:‡ ï«ŠÓÄÖ¹ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚47.0 gpu.0.powerWatts‚312.724' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚62.5448 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0"Z¼âù ‚(:× ï«ŠÓÎÆŸ disk.sda.in‚ 35956.6796875 disk.sda.out‚ 62.6953125% disk./.usageGB‚1134.7098007202148% disk.nvme0c0n1.in‚660941.61328125 disk.rbd1.out‚0 proc.cpu.threads‚17 network.sent‚ 3.835672e+06 disk.sda1.out‚0 disk.rbd4.out‚0$ memory_percent‚92.08428064982095 cpu‚25.017574143824238& disk.nvme0n1.out‚74183.09423828125 disk.dm-0.in‚660941.61328125 disk.sda2.in‚0 disk.sda1.in‚0 disk.rbd4.in‚0 network.recv‚330276 disk.rbd3.out‚0# disk.dm-0.out‚74183.09423828125 disk.dm-1.in‚ 35956.6796875 disk.rbd3.in‚0 disk.dm-1.out‚ 62.6953125* proc.memory.percent‚10.435724258422852 disk.sda2.out‚0 disk.rbd1.in‚0# proc.memory.rssMB‚ 2564.68359375) disk./.usagePercent‚76.15245482681425# disk.nvme0n1.in‚660941.61328125( disk.nvme0c0n1.out‚74183.09423828125 disk.sda3.in‚ 35956.6796875 disk.sda3.out‚ 62.6953125( proc.memory.availableMB‚ 1945.3671875ΘÁ›ú ‚(: þ«ŠÓÞº gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚293.324' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚58.66480000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0+µu~âû ‚(:× þ«ŠÓ¹† disk.dm-1.in‚ 36575.0859375 disk.sda.in‚ 36575.0859375 disk.sda2.out‚0 network.sent‚ 3.894289e+06$ disk./.usageGB‚1134.960765838623( disk.nvme0c0n1.out‚74183.56689453125 disk.sda1.in‚0 disk.sda3.out‚ 62.88671875 disk.dm-1.out‚ 62.88671875 disk.rbd1.out‚0 disk.rbd4.in‚0& disk.nvme0n1.out‚74183.56689453125* proc.memory.percent‚10.435724258422852 proc.cpu.threads‚17 disk.dm-0.in‚661570.0859375 disk.rbd3.out‚0" disk.nvme0n1.in‚661570.0859375$ disk.nvme0c0n1.in‚661570.0859375 disk.sda2.in‚0 disk.rbd3.in‚0$ memory_percent‚92.08636283874512# disk.dm-0.out‚74183.56689453125 disk.sda1.out‚0 disk.rbd1.in‚0 disk.sda.out‚ 62.88671875) proc.memory.availableMB‚ 1944.85546875# proc.memory.rssMB‚ 2564.68359375 cpu‚25.019549031635368 network.recv‚332410 disk.rbd4.out‚0) disk./.usagePercent‚76.16929755596892 disk.sda3.in‚ 36575.08593756RP<2ü - _wandbruntime‚2892  _runtime‚2892Aš>˜2(ý  n ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3780193328857422 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 /particle/accuracy_4_of_4‚0.9642857313156128 % _timestamp‚1.7848458345773773e+09 6 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.083739273250103 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5525857210159302 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05874473601579666 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.022781049832701683 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 trainer/global_step‚1519 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 9"Purity/*FRt2SRqqt0FBt/event_purity‚0.1133766770362854 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 *jet/accuracy_2_of_4‚0.5906593799591064 epoch‚37 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.10108024626970291 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.12479166686534882 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10166332870721817 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.14890336990356445 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.4414251148700714 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 7 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.1448405683040619 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1316017359495163 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5863101482391357 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 +jet/accuracy_1_of_1‚0.23589631915092468 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 9"Purity/1FRt*SRqqt*FBt/event_purity‚0.0676196962594986 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04326241463422775 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 +particle/sensitivity‚0.5787392854690552 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 particle/accuracy_3_of_4‚1 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5738860368728638 +particle/specificity‚0.9011215567588806 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 7 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.0862748771905899 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5383971333503723 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6313313245773315 8"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.576237678527832 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6293478012084961 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 *jet/accuracy_1_of_3‚0.8945866823196411 * Purity/*FRt*SRqqt2FBt/FRt_purity‚0.375 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5838335752487183 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5263692140579224 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.23076923191547394 particle/accuracy_2_of_4‚1 %particle/accuracy‚0.8323974609375 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5443776845932007 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.12045454978942871 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.26677489280700684 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.27311402559280396 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6145833730697632 particle/accuracy_1_of_1‚1 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 8"Purity/*FRt*SRqqt1FBt/event_purity‚0.707467794418335 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5455682873725891 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07600490748882294 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 9"Purity/*FRt*SRqqt0FBt/event_purity‚0.1719740331172943 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.41330644488334656 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.013519068248569965 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 _runtime‚2892.581320248 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5446428656578064 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.234375 'particle/f_score‚0.5954909920692444 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6226076483726501 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_4‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5119115114212036 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.12045454978942871 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5397627949714661 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 particle/accuracy_3_of_3‚1 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_2‚0.6905175447463989 jet/accuracy_4_of_4‚0 _step‚157 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3321572542190552 +jet/accuracy_2_of_3‚0.42432332038879395 particle/accuracy_1_of_3‚1 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31576550006866455 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.3333333432674408 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1382279098033905 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1398809552192688 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 +jet/accuracy_3_of_4‚0.07417582720518112 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.07297566533088684 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5490260124206543 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.057845745235681534 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08524170517921448 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6350151300430298 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 * Purity/*FRt0SRqqt2FBt/FRt_purity‚0.375 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 +jet/accuracy_3_of_3‚0.05868430435657501 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07310785353183746 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5411741733551025 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.2117702}U£ô5139331818 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.14967453479766846 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5525857210159302 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6121972799301147 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6099935173988342 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.11242371797561646 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6303418874740601 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.13075658679008484 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09221866726875305 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6454545259475708 particle/accuracy_2_of_3‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.1555352509021759 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 *jet/accuracy_2_of_2‚0.1023065447807312 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5116342306137085 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 particle/accuracy_2_of_2‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5455244779586792 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10284537822008133 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 6validation_average_jet_accuracy‚0.2833457589149475 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3158425986766815 *loss/val_total_loss‚14.860762407143405 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07600490748882294 *jet/accuracy_1_of_4‚0.8901098966598511 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.11172248423099518 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5881984829902649 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09322512149810791 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6454545259475708 particle/accuracy_1_of_2‚1 ("Purity/1FRt2SRqqt*FBt/event_purity‚0p“+7þ ¥n 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_2‚0.6905175447463989 jet/accuracy_4_of_4‚0 _step‚157 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3321572542190552 +jet/accuracy_2_of_3‚0.42432332038879395 particle/accuracy_1_of_3‚1 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31576550006866455 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.3333333432674408 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1382279098033905 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1398809552192688 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 +jet/accuracy_3_of_4‚0.07417582720518112 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.07297566533088684 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5490260124206543 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 9 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.057845745235681534 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08524170517921448 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6350151300430298 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 * Purity/*FRt0SRqqt2FBt/FRt_purity‚0.375 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 +jet/accuracy_3_of_3‚0.05868430435657501 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07310785353183746 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5411741733551025 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.21177025139331818 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.14967453479766846 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5525857210159302 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6121972799301147 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6099935173988342 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.11242371797561646 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6303418874740601 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.13075658679008484 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09221866726875305 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6454545259475708 particle/accuracy_2_of_3‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.1555352509021759 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 *jet/accuracy_2_of_2‚0.1023065447807312 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5116342306137085 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 particle/accuracy_2_of_2‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5455244779586792 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10284537822008133 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 6validation_average_jet_accuracy‚0.2833457589149475 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3158425986766815 *loss/val_total_loss‚14.860762407143405 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07600490748882294 *jet/accuracy_1_of_4‚0.8901098966598511 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.11172248423099518 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5881984829902649 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09322512149810791 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6454545259475708 particle/accuracy_1_of_2‚1 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3780193328857422 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 /particle/accuracy_4_of_4‚0.9642857313156128 % _timestamp‚1.7848458345773773e+09 6 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.083739273250103 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5525857210159302 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05874473601579666 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.022781049832701683 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 trainer/global_step‚1519 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 9"Purity/*FRt2SRqqt0FBt/event_purity‚0.1133766770362854 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 *jet/accuracy_2_of_4‚0.5906593799591064 epoch‚37 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.10108024626970291 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.12479166686534882 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10166332870721817 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.14890336990356445 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.4414251148700714 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 7 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.1448405683040619 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1316017359495163 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5863101482391357 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 +jet/accuracy_1_of_1‚0.23589631915092468 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 9"Purity/1FRt*SRqqt*FBt/event_purity‚0.0676196962594986 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04326241463422775 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 +particle/sensitivity‚0.5787392854690552 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 particle/accuracy_3_of_4‚1 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5738860368728638 +particle/specificity‚0.9011215567588806 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 7 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.0862748771905899 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5383971333503723 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6313313245773315 8"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.576237678527832 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6293478012084961 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 *jet/accuracy_1_of_3‚0.8945866823196411 * Purity/*FRt*SRqqt2FBt/FRt_purity‚0.375 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5838335752487183 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5263692140579224 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.23076923191547394 particle/accuracy_2_of_4‚1 %particle/accuracy‚0.8323974609375 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5443776845932007 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.12045454978942871 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.26677489280700684 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.27311402559280396 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6145833730697632 particle/accuracy_1_of_1‚1 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 8"Purity/*FRt*SRqqt1FBt/event_purity‚0.707467794418335 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5455682873725891 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07600490748882294 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 9"Purity/*FRt*SRqqt0FBt/event_purity‚0.1719740331172943 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.41330644488334656 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.013519068248569965 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 _runtime‚2892.581320248 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5446428656578064 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.234375 'particle/f_score‚0.5954909920692444 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6226076483726501 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_4‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5119115114212036 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.12045454978942871 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5397627949714661 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 particle/accuracy_3_of_3‚1<½8þÿ ‚(:„ ¬ŠÓôf gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚40.0 gpu.0.powerWatts‚102.262' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚20.4524 gpu.0.smClock‚1275 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0þ‡òဠ‚(:Ö ¬ŠÓæêç& disk.nvme0n1.out‚74250.00341796875 disk.sda3.in‚ 36575.0859375 disk.dm-1.out‚ 63.07421875# proc.memory.rssMB‚ 3519.64453125 disk.rbd1.in‚0$ proc.memory.availableMB‚7.984375 network.sent‚ 3.896509e+06) disk./.usagePercent‚76.26671396185777 disk.dm-0.in‚662131.17578125# disk.dm-0.out‚74250.00341796875 disk.sda2.in‚0 disk.sda1.in‚0# disk.nvme0n1.in‚662131.17578125( disk.nvme0c0n1.out‚74250.00341796875 disk.rbd3.in‚0 cpu‚25.023909091175085% disk./.usageGB‚1136.4123191833496 disk.sda3.out‚ 63.07421875 disk.dm-1.in‚ 36575.0859375% disk.nvme0c0n1.in‚662131.17578125 disk.sda1.out‚0 proc.cpu.threads‚17 disk.rbd3.out‚0 network.recv‚333603 disk.sda.out‚ 63.07421875 disk.sda.in‚ 36575.0859375 disk.rbd4.in‚0 disk.rbd4.out‚0$ memory_percent‚99.96751149495444* proc.memory.percent‚14.321470260620117 disk.sda2.out‚0 disk.rbd1.out‚0ˆbá ‚(:… œ¬ŠÓë¦ gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚310.065' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚62.013 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0w›äãÝ‚ ‚(:Ò œ¬ŠÓÔÌß( disk.nvme0c0n1.out‚76189.28076171875 disk.dm-0.in‚663275.80078125 disk.sda1.in‚0 disk.sda1.out‚0$ memory_percent‚88.13190460205078 disk.dm-1.out‚ 63.2578125 network.sent‚ 3.948052e+06% disk./.usageGB‚1134.9597511291504 disk.sda3.in‚ 36575.0859375! proc.memory.rssMB‚ 2550.109375 proc.cpu.threads‚17( disk./.usagePercent‚76.1692294569561 disk.rbd1.out‚0# disk.nvme0n1.in‚663275.80078125 cpu‚25.018327818456687 disk.rbd4.in‚0 disk.rbd1.in‚0 disk.rbd3.in‚0' proc.memory.availableMB‚ 2916.703125 disk.sda3.out‚ 63.2578125 disk.rbd3.out‚0 network.recv‚335564$ disk.nvme0c0n1.in‚663275.7265625# disk.dm-0.out‚76189.28076171875 disk.sda2.in‚0 disk.sda2.out‚0* proc.memory.percent‚10.376421610514324 disk.dm-1.in‚ 36575.0859375& disk.nvme0n1.out‚76189.28076171875 disk.sda.in‚ 36575.0859375 disk.sda.out‚ 63.2578125 disk.rbd4.out‚0ò›kƒ ‚(:… «¬ŠÓ€Ûî gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚42.0 gpu.0.powerWatts‚124.038' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚24.8076 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0l.cã„ ‚(:Ø «¬ŠÓÅúæ disk.rbd1.in‚0 disk.rbd3.out‚0 disk.sda.out‚ 63.45703125% disk.nvme0c0n1.in‚664161.81640625 disk.sda2.in‚0 disk.sda3.in‚ 36575.0859375! proc.memory.rssMB‚ 2550.109375 network.sent‚ 3.950258e+06( disk./.usagePercent‚76.1692294569561( disk.nvme0c0n1.out‚76189.73974609375 disk.rbd4.out‚0* proc.memory.percent‚10.376421610514324 disk.sda1.in‚0& disk.nvme0n1.out‚76189.73974609375 disk.sda1.out‚0$ memory_percent‚88.13087145487467 network.recv‚336808 disk.dm-0.in‚664161.81640625# disk.dm-0.out‚76189.73974609375 disk.rbd4.in‚0 disk.dm-1.out‚ 63.45703125 disk.rbd3.in‚0 cpu‚25.020061863027497 proc.cpu.threads‚17 disk.sda2.out‚0 disk.rbd1.out‚0# disk.nvme0n1.in‚664161.81640625 disk.dm-1.in‚ 36575.0859375) proc.memory.availableMB‚ 2916.95703125% disk./.usageGB‚1134.9597511291504 disk.sda.in‚ 36575.0859375 disk.sda3.out‚ 63.45703125ȼ¤öœ… ‚(:‘ º¬ŠÓÄÍb gpu.0.gpu‚80.0 gpu.0.memory‚25+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚271.574' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚54.314800000000005 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0™ÝÉEä† ‚(:Ù º¬ŠÓÞž­ disk.dm-1.out‚ 63.66796875! proc.memory.rssMB‚ 2550.109375 cpu‚25.022038449026528( disk.nvme0c0n1.out‚76189.89208984375 disk.sda1.out‚0 disk.rbd1.in‚0 disk.sda2.in‚0 disk.rbd4.in‚0 disk.sda.in‚37249.38671875 disk.sda.out‚ 63.66796875 proc.cpu.threads‚17% disk.nvme0c0n1.in‚665758.26171875 disk.sda1.in‚0 disk.dm-1.in‚37249.38671875 disk.rbd1.out‚0 disk.rbd3.out‚0# disk.nvme0n1.in‚665758.26171875$ memory_percent‚88.13190460205078 network.recv‚337879( disk./.usagePercent‚76.1692294569561 disk.rbd3.in‚0& disk.nvme0n1.out‚76189.89208984375% disk./.usageGB‚1134.9597511291504 disk.dm-0.in‚665757.01171875' proc.memory.availableMB‚ 2916.703125* proc.memory.percent‚10.376421610514324 disk.rbd4.out‚0 disk.sda3.in‚37249.38671875 disk.sda3.out‚ 63.66796875 network.sent‚ 3.952509e+06 disk.sda2.out‚0# disk.dm-0.out‚76189.89208984375Gñ2‡ - _wandbruntime‚2952  _runtime‚2952p³êɈ à _runtime‚2952.671506936 _step‚158 ' lr-AdamW/pg1‚1.4647040910363861e-05 ' lr-AdamW/pg2‚1.4647040910363861e-05 trainer/global_step‚1549 % _timestamp‚1.7848458946688712e+09±Ø_Ή È ' lr-AdamW/pg1‚1.4647040910363861e-05 ' lr-AdamW/pg2‚1.4647040910363861e-05 trainer/global_step‚1549 % _timestamp‚1.7848458946688712e+09 _runtime‚2952.671506936 _step‚158žÅZd2Š - _wandbruntime‚2952  _runtime‚2952qQ´Ü­!‹ ëO G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1616847617024 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚447735349765288 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚13458752 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚14441747 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚122261507470336 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1616847617024 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4133359 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚124304332773888 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 413082112 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2042457212416 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1618193037824 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚122261875561472 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚13458746 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 _step‚159 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚14451781 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚447736719804374 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚446298617174016 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4775471 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚446121237609808 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚447915464791040 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚14441747 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚8908511 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 BDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚447915464791040 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1618193037824 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚324 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚319 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚27900493 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2042412221440ó~Ízö'Œ ðO \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚446298617174016 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚447916836385280 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚4133364 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚13458752 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚446298643347456 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚27910533 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 trainer/global_step‚1549 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚447915464791040 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1618193037824 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚324 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚319 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚27900493 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2042412221440 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1616847617024 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚447735349765288 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚13458752 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚14441747 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚122261507470336 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1616847617024 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4133359 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚124304332773888 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 413082112 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2042457212416 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1618193037824 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚122261875561472 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚13458746 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 _step‚159 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚14451781 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚447736719804374 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚446298617174016 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4775471 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚446121237609808 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚447915464791040 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚14441747 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚8908511 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 BDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚8914108 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1616477568350 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1619215553024 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚13467119 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚13467113 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚4778420 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚4778109 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚27927996 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1615132957120 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚27917942 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1617870125056 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚448196768190976 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1617870125056 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4135999 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚8914424 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4136004 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 BDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚14450829 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2043715808768 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚14450829 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚14460877 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚446577526464512 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 FDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚8914108 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1616477568350 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1619215553024 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚13467119 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚13467113 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚4778420 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚4778109 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚27927996 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1615132957120 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚27917942 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1617870125056 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚448196768190976 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1617870125056 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4135999 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚8914424 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4136004 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 BDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚14450829 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2043715808768 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚14450829 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚14460877 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚446577526464512 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 F&7™ úm ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.5833333730697632 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 *jet/accuracy_1_of_4‚0.8901098966598511 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 *loss/val_total_loss‚14.887853551071844 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6300970911979675 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5524512529373169 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1428571492433548 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09104938805103302 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6681817770004272 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 $ _timestamp‚1.784845916689584e+09 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5429115295410156 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 6validation_average_jet_accuracy‚0.2786213755607605 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.07436676323413849 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 particle/accuracy_2_of_2‚1 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.04731826111674309 5 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.42580646276474 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3144482970237732 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.03238770738244057 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.23076923191547394 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08170507103204727 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5455095767974854 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5119115114212036 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.07591117173433304 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7029632925987244 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.06181804835796356 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 particle/accuracy_1_of_3‚1 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09218251705169678 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 particle/accuracy_2_of_4‚1 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 trainer/global_step‚1559 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 - Purity/2FRt1SRqqt0FBt/FRt_purity‚0.234375 epoch‚38 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6261589527130127 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6112439632415771 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5396169424057007 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.06430359184741974 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.12417763471603394 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.3157076835632324 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.26677489280700684 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5454590320587158 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 8"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.572342038154602 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.11812499910593033 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 *jet/accuracy_1_of_3‚0.8815996646881104 +jet/accuracy_2_of_3‚0.41782981157302856 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05018094182014465 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 particle/accuracy_1_of_1‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.14009441435337067 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6096527576446533 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.16589495539665222 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 _step‚162 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5452690124511719 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3004032373428345 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ( Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5 particle/accuracy_3_of_3‚1 particle/accuracy_3_of_4‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5524512529373169 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 +jet/accuracy_3_of_3‚0.05868430435657501 particle/accuracy_1_of_4‚1 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.4553140103816986 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 -"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.5625 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5804232358932495 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_1‚0.2312891185283661 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 (particle/accuracy‚0.8302409052848816 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 8"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.542583703994751 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_2‚0.6813822984695435 jet/accuracy_4_of_4‚0 +particle/specificity‚0.8988959789276123 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6184782385826111 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 :"Purity/1FRt1SRqqt*FBt/event_purity‚0.02116292715072632 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5116342306137085 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.013519068248569965 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 *particle/sensitivity‚0.576870322227478 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.2058916687965393 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.06430359184741974 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 +jet/accuracy_2_of_2‚0.10114914178848267 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5461309552192688 +jet/accuracy_3_of_4‚0.07417582720518112 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.27311402559280396 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5262789726257324 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 9"Purity/1FRt0SRqqt1FBt/event_purity‚0.4437499940395355 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.05928480625152588 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.2809523940086365 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 8"Purity/1FRt*SRqqt1FBt/event_purity‚0.370169073343277 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09772727638483047 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6681817770004272 /particle/accuracy_4_of_4‚0.9258241653442383 7 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.0827685073018074 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5507575273513794 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6074028015136719 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12994976341724396 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09336183965206146 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09772727638483047 particle/accuracy_1_of_2‚1 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5827605128288269 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.13674995303153992 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 'particle/f_score‚0.5916365385055542 _runtime‚2974.692714399 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/*FRt2SRqqt0FBt/event_purity‚0.1133766770362854 8"Purity/0FRt*SRqqt*FBt/event_purity‚0.587172269821167 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 particle/accuracy_2_of_3‚1 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.06147754564881325 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.14141833782196045 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8669871687889099 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 *jet/accuracy_2_of_4‚0.5906593799591064 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.11172248423099518 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.13441558182239532 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10291816294193268 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5746382474899292 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.07336656749248505 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.14828887581825256 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375¢½‡U’š ‚(:‡ 笊Óäïà gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚299.516' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚59.9032 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0t¿4ì(› ‚(:Ï 笊Ó»í£ disk.rbd3.in‚0 disk.rbd3.out‚0# disk.dm-0.out‚76257.21533203125& disk.nvme0n1.out‚76257.21533203125 disk.sda.in‚37249.38671875 proc.cpu.threads‚17 disk.sda2.in‚0 disk.rbd1.out‚0# disk.nvme0n1.in‚670194.34765625) proc.memory.availableMB‚ 2901.76953125" proc.memory.rssMB‚ 2564.6640625% disk./.usageGB‚1134.9597511291504% disk.nvme0c0n1.in‚670194.34765625 disk.dm-0.in‚670194.34765625 disk.rbd4.out‚0 disk.rbd1.in‚0 cpu‚25.02944112431184 disk.sda.outõ0槲‚64.1875$ memory_percent‚88.19266955057779 network.sent‚ 4.015519e+06( disk./.usagePercent‚76.1692294569561 disk.sda1.in‚0 disk.dm-1.in‚37249.38671875* proc.memory.percent‚10.435644785563152 network.recv‚342291( disk.nvme0c0n1.out‚76257.21533203125 disk.sda3.in‚37249.38671875 disk.dm-1.out‚64.1875 disk.sda2.out‚0 disk.sda1.out‚0 disk.rbd4.in‚0 disk.sda3.out‚64.1875ûe{8›œ ‚(: ö¬ŠÓ·‚ gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚45.0 gpu.0.powerWatts‚125.397' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚25.079400000000003 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0R{Ô ‚(:É ö¬ŠÓ×÷” disk.rbd1.out‚0 disk.sda.in‚ 37880.421875# disk.dm-0.out‚76257.38330078125 disk.sda1.in‚0 disk.rbd4.out‚0 disk.sda3.in‚ 37880.421875 disk.sda3.out‚ 64.44140625& disk.nvme0n1.out‚76257.38330078125 proc.cpu.threads‚17% disk./.usageGB‚1134.9597511291504 disk.dm-0.in‚ 672336.8125 disk.rbd3.out‚0( proc.memory.availableMB‚ 2901.9453125 network.recv‚344340! disk.nvme0c0n1.in‚ 672336.8125 disk.rbd1.in‚0$ memory_percent‚88.19195429484049( disk./.usagePercent‚76.1692294569561 disk.dm-1.in‚ 37880.421875 disk.sda.out‚ 64.44140625 disk.sda2.out‚0 disk.sda1.out‚0 disk.dm-1.out‚ 64.44140625* proc.memory.percent‚10.435644785563152 cpu‚25.031064493244347 network.sent‚ 4.066875e+06( disk.nvme0c0n1.out‚76257.38330078125 disk.rbd4.in‚0 disk.sda2.in‚0 disk.rbd3.in‚0 disk.nvme0n1.in‚ 672336.8125" proc.memory.rssMB‚ 2564.6640625cECNž ‚(:’ …­ŠÓ°Ë¯ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚304.931' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚60.986200000000004 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0…<MÝŸ ‚(:Ò …­ŠÓ´áé network.recv‚345548( disk.nvme0c0n1.out‚76323.40283203125 disk.dm-0.in‚673811.83984375 disk.dm-1.in‚ 37880.421875# disk.nvme0n1.in‚673812.21484375 proc.cpu.threads‚17 disk.sda3.out‚ 64.5234375 network.sent‚ 4.069081e+06 disk.rbd3.out‚0& disk.nvme0n1.out‚76323.40283203125 disk.sda.out‚ 64.5234375$ memory_percent‚88.19392522176108 cpu‚25.033102804430897( disk./.usagePercent‚76.1615363165968# disk.dm-0.out‚76323.40283203125 disk.rbd4.in‚0 disk.sda.in‚ 37880.421875 disk.sda2.in‚0 disk.sda1.in‚0 disk.sda3.in‚ 37880.421875 disk.rbd1.in‚0 disk.rbd3.in‚0( proc.memory.availableMB‚ 2901.4609375* proc.memory.percent‚10.435644785563152% disk./.usageGB‚1134.8451194763184 disk.sda1.out‚0 disk.rbd4.out‚0 disk.dm-1.out‚ 64.5234375 disk.rbd1.out‚0% disk.nvme0c0n1.in‚673812.21484375 disk.sda2.out‚0" proc.memory.rssMB‚ 2564.6640625`‹ò–‘  ‚(:† ”­ŠÓ†šE gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚293.666' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚58.7332 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0VKŠêä¡ ‚(:Ù ”­ŠÓª¹§ cpu‚25.034716061454787 disk.rbd1.in‚0# disk.nvme0n1.in‚675775.18359375 disk.sda.in‚37880.57421875" disk.dm-0.out‚76324.1064453125 disk.sda1.out‚0) proc.memory.availableMB‚ 2901.95703125 proc.cpu.threads‚17 disk.dm-0.in‚675774.43359375 disk.sda2.in‚0 disk.sda2.out‚0 disk.sda1.in‚0 disk.rbd4.out‚0 disk.rbd3.out‚0* proc.memory.percent‚10.435644785563152) disk./.usagePercent‚76.16153785266475$ disk./.usageGB‚1134.845142364502' disk.nvme0c0n1.out‚76324.1064453125 network.sent‚ 4.071337e+06 disk.rbd3.in‚0 disk.rbd4.in‚0 network.recv‚346586 disk.sda3.out‚ 64.71484375 disk.dm-1.in‚37880.57421875% disk.nvme0c0n1.in‚675775.18359375$ memory_percent‚88.19190661112467" proc.memory.rssMB‚ 2564.6640625 disk.sda3.in‚37880.57421875% disk.nvme0n1.out‚76324.1064453125 disk.dm-1.out‚ 64.71484375 disk.rbd1.out‚0 disk.sda.out‚ 64.71484375•¡¾-’¢ ‚(:‡ £­ŠÓ¤‹ gpu.0.gpu‚47.0 gpu.0.memory‚15+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚222.186' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚44.4372 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0<õÃÛ£ ‚(:Ð £­ŠÓ—”ó network.recv‚347811% disk./.usageGB‚1134.8451805114746# disk.nvme0c0n1.in‚ 678318.953125 disk.sda3.out‚ 64.9609375 disk.sda.out‚ 64.9609375 disk.sda2.in‚0 disk.sda2.out‚0$ memory_percent‚88.19394111633301 cpu‚25.03643946246829 proc.cpu.threads‚17 network.sent‚ 4.073552e+06 disk.sda1.out‚0 disk.rbd4.in‚0 disk.dm-1.in‚37880.57421875 disk.rbd3.in‚0! disk.nvme0n1.in‚ 678318.953125% disk.nvme0n1.out‚76324.3525390625 disk.sda.in‚37880.57421875) proc.memory.availableMB‚ 2901.45703125 disk.sda1.in‚0 disk.sda3.in‚37880.57421875 disk.rbd1.in‚0 disk.rbd1.out‚0" proc.memory.rssMB‚ 2564.6640625) disk./.usagePercent‚76.16154041277802 disk.dm-0.in‚ 678318.953125" disk.dm-0.out‚76324.3525390625 disk.rbd4.out‚0 disk.dm-1.out‚ 64.9609375' disk.nvme0c0n1.out‚76324.3525390625 disk.rbd3.out‚0* proc.memory.percent‚10.4356447855631529ZÕå2¤ - _wandbruntime‚3047  _runtime‚3047´ôHØÉ¥ à _runtime‚3047.411232702 _step‚163 ' lr-AdamW/pg1‚1.1686319326730456e-05 ' lr-AdamW/pg2‚1.1686319326730456e-05 trainer/global_step‚1599 % _timestamp‚1.7848459894075387e+09‘iMΦ È ' lr-AdamW/pg1‚1.1686319326730456e-05 ' lr-AdamW/pg2‚1.1686319326730456e-05 trainer/global_step‚1599 % _timestamp‚1.7848459894075387e+09 _runtime‚3047.411232702 _step‚163£M-L¯2§ - _wandbruntime‚3047  _runtime‚3047O0ã|ð'¨ êO ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚460609954334720 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚462094285238491 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚14905870 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚460609928161280 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚462278768691712 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1668840530432 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚462278768691712 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚13889878 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚462280140285952 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚462280140285952 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1670185951232 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2107501102592 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚460609928161280 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚28805782 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1667361918891 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚460609954334720 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 _step‚164 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚4266316 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1670185951232 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚9194650 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚126198100484096 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2107454014464 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚462092915199405 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚460426923319600 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1666017307773 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4266311 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 _runtime‚3047.414598786 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚14905870 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 415179264 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚330 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚28795742 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚14915904 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4928334 BDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚462278768691712 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1668840530432 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚462278768691712 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚13889878 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚462280140285952 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚462280140285952 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1670185951232 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2107501102592 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚460609928161280 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚28805782 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1667361918891 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚460609954334720 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 _step‚164 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚4266316 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1670185951232 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚9194650 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚126198100484096 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2107454014464 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚462092915199405 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚460426923319600 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1666017307773 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4266311 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 _runtime‚3047.414598786 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚14905870 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 415179264 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚330 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚28795742 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚14915904 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚4928334 BDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚462560072091648 FDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 EDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚9199924 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 PDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚13898239 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚460888863625216 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚4931292 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚319 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚126276318758912 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚462372737774821 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 % _timestamp‚1.7848459909395344e+09 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚460705725093376 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚460705699665408 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 _step‚165 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 2108715392000 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 QBDeviceStatsMonitoežk$r.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4268956 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 413074944 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚9200248 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚460888837451776 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚28823245 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 _runtime‚3048.942937722 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚460888837451776 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚28813191 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚13898245 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚462560072091648 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚324 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚4930973 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 BDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚462560072091648 FDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 EDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚9199924 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 PDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚13898239 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚460888863625216 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚4931292 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚319 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚126276318758912 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚462372737774821 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 % _timestamp‚1.7848459909395344e+09 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚460705725093376 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚460705699665408 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 _step‚165 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 2108715392000 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4268956 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 413074944 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚9200248 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚460888837451776 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚28823245 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 F8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 _runtime‚3048.942937722 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚460888837451776 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚28813191 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚13898245 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚462560072091648 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚324 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚4930973 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 BDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚477008722414592 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚477008722414592 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚475287111784448 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚5087252 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚9487472 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚132315786439680 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1722982224384 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚29721983 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚476816853496036 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1722982224384 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚475287085611008 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1721636803584 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2174519902720 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚475098155194448 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5086998 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2174554407936 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚15388203 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚476818223535122 _runtime‚3151.914502929 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚132315383843328 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚14333780 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚254 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚14333774 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚130141232031744 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 % _timestamp‚1.7848460939079342e+09 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚15388203 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚4400220 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4400215 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚29711943 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚15378169 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚14333780“Q-ÛŒÉ ðO VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 402596352 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 _step‚170 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚477010094008832 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚477010094008832 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚259 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 BDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚5087252 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 PDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚9487472 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚132315786439680 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1722982224384 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚29721983 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚476816853496036 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1722982224384 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚475287085611008 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1721636803584 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2174519902720 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚475098155194448 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5086998 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2174554407936 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚15388203 YEDeviceStatsM0׿_jonitor.on_train_batch_start/requested_bytes.all.allocated‚476818223535122 _runtime‚3151.914502929 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚132315383843328 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚14333780 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚254 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚14333774 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚130141232031744 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 % _timestamp‚1.7848460939079342e+09 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚15388203 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚4400220 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4400215 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚29711943 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚15378169 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚14333780 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚15378169 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1721636803584 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚475287111784448 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚14333774 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚9487213 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚477008722414592 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚477008722414592 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚475287111784448 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 IDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚29729392 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚9493106 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚130219818397696 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚15387251 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5089988 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚36595200 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚477098046110650 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚15397299 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚475376956968224 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚477290025814528 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚15397299 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚132395687333888 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚14342147 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚475376931540256 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1719744531196 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚14342141 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2175868936192 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1724004739584 $ _timestamp‚1.784846095322611e+09 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚477096676071452 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚29739446 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚263 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚475566021074944 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚475565994901504 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚14342147 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚475566021074944 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 _step‚171 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 EDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚9492843 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚14342141 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚258 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 FDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚29739446 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚263 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚475566021074944 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚475565994901504 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚14342147 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚475566021074944 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 _step‚171 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 EDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚9492843 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚14342141 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚258 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚29729392 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚9493106 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚130219818397696 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚15387251 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5089988 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚36595200 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚477098046110650 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚15397299 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚475376956968224 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚477290025814528 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚15397299 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚132395687333888 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚14342147 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004«ÐN£÷2Í - _wandbruntime‚3153  _runtime‚3153£…1oÎ ý _runtime‚3153.380402933 /loss/FRt2/assignment_loss‚3.451949141404596 2loss/SRqqt2/assignment_loss‚1.4808548005062274 /loss/FBt1/assignment_loss‚0.284140102674401 /loss/FRt2/detection_loss‚0.5827348663880434 0loss/SRqqt1/detection_loss‚0.826169435091859 % _timestamp‚1.7848460953781435e+09 2loss/SRqqt1/assignment_loss‚0.7377462907370383 1loss/FBt2/assignment_loss‚0.09217820832621644 /loss/FBt1/detection_loss‚1.0212918300377696 _step‚172 .loss/FRt1/detection_loss‚1.373725174644984 1loss/SRqqt2/detection_loss‚2.1894840201598473 %loss/total_loss‚14.72743375858356 trainer/global_step‚1649 0loss/FRt1/assignment_loss‚1.7674594924469624 /loss/FBt2/detection_loss‚0.9197003961656154 epoch‚41®ºÏ ‚ _runtime‚3153.380402933 /loss/FRt2/assignment_loss‚3.451949141404596 2loss/SRqqt2/assignment_loss‚1.4808548005062274 /loss/FBt1/assignment_loss‚0.284140102674401 /loss/FRt2/detection_loss‚0.5827348663880434 0loss/SRqqt1/detection_loss‚0.826169435091859 % _timestamp‚1.7848460953781435e+09 2loss/SRqqt1/assignment_loss‚0.7377462907370383 1loss/FBt2/assignment_loss‚0.09217820832621644 /loss/FBt1/detection_loss‚1.0212918300377696 _step‚172 .loss/FRt1/detection_loss‚1.373725174644984 1loss/SRqqt2/detection_loss‚2.1894840201598473 %loss/total_loss‚14.72743375858356 trainer/global_step‚1649 0loss/FRt1/assignment_loss‚1.7674594924469624 /loss/FBt2/detection_loss‚0.9197003961656154 epoch‚41¬Íè¢)œÐ ‚(:‘ ›®ŠÓ®šø gpu.0.gpu‚96.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚301.399' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚60.27980000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ˆLÓÚÑ ‚(:Ï ›®ŠÓ®Ûü network.sent‚ 4.211294e+06 disk.rbd1.in‚0 disk.rbd1.out‚0! disk.nvme0n1.in‚ 690627.828125 disk.sda1.in‚0 disk.sda.in‚39717.12109375( disk.nvme0c0n1.out‚78773.36767578125 disk.dm-0.in‚ 690627.828125 proc.cpu.threads‚17 network.recv‚359001 cpu‚25.053958189693425 disk.sda1.out‚0 disk.rbd4.out‚0 disk.sda3.in‚39717.12109375& disk.nvme0n1.out‚78773.36767578125 disk.sda.out‚ 66.515625 disk.rbd3.in‚0# disk.nvme0c0n1.in‚ 690627.828125 disk.sda2.in‚0 disk.dm-1.out‚ 66.515625# disk.dm-0.out‚78773.36767578125$ memory_percent‚88.13053766886392) disk./.usagePercent‚76.17833065961076% disk./.usageGB‚1135.0953636169434 disk.rbd4.in‚0 disk.sda3.out‚ 66.515625 disk.rbd3.out‚0( proc.memory.availableMB‚ 2917.0390625 disk.dm-1.in‚39717.12109375 disk.sda2.out‚0! proc.memory.rssMB‚ 2564.671875* proc.memory.percent‚10.435676574707031pw’K‘Ò ‚(:† ª®ŠÓêÔL gpu.0.gpu‚84.0 gpu.0.memory‚24+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚280.202' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚56.0404 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÌórÛÓ ‚(:Ð ª®ŠÓÅÈ‘% disk./.usageGB‚1135.0953063964844 disk.sda1.out‚0 disk.sda3.in‚40265.76171875( disk.nvme0c0n1.out‚78773.88134765625 disk.sda2.in‚0 disk.sda1.in‚0 disk.dm-1.in‚40265.76171875 proc.cpu.threads‚17 disk.sda3.out‚ 66.8671875$ memory_percent‚88.13128471374512) proc.memory.availableMB‚ 2916.85546875* proc.memory.percent‚10.435676574707031 disk.dm-0.in‚ 692889.578125 disk.sda2.out‚0 disk.dm-1.out‚ 66.8671875 disk.rbd1.out‚0 disk.rbd3.in‚0! proc.memory.rssMB‚ 2564.671875 cpu‚25.05542086926115# disk.dm-0.out‚78773.88134765625 disk.rbd1.in‚0& disk.nvme0n1.out‚78773.88134765625 disk.rbd4.in‚0 disk.rbd4.out‚0 network.sent‚ 4.2698e+06) disk./.usagePercent‚76.17832681944088 network.recv‚361151! disk.nvme0n1.in‚ 692889.578125 disk.sda.in‚40265.76171875 disk.sda.out‚ 66.8671875# disk.nvme0c0n1.in‚ 692889.578125 disk.rbd3.out‚0žÝFÎ’Ô ‚(:‡ ¹®ŠÓŠëŽ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚296.666' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚59.3332 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0–ÜOäÕ ‚(:Ù ¹®ŠÓ܉ð network.recv‚362310 disk.sda2.out‚0 disk.rbd3.in‚0( disk.nvme0c0n1.out‚78839.92041015625 disk.sda1.out‚0 disk.sda3.in‚40265.76171875$ memory_percent‚88.13128471374512 network.sent‚ 4.272005e+06 disk.rbd1.in‚0" disk.nvme0n1.in‚693662.3515625# disk.dm-0.out‚78839.92041015625! proc.memory.rssMB‚ 2564.671875% disk./.usageGB‚1135.0953063964844 disk.rbd3.out‚0 disk.sda.in‚40265.76171875 disk.sda.out‚ 66.96484375 disk.sda2.in‚0 disk.dm-1.out‚ 66.96484375) disk./.usagePercent‚76.17832681944088$ disk.nvme0c0n1.in‚693662.3515625 disk.rbd4.out‚0& disk.nvme0n1.out‚78839.92041015625 disk.dm-0.in‚693662.3515625* proc.memory.percent‚10.435676574707031 proc.cpu.threads‚17 disk.sda1.in‚0 disk.rbd4.in‚0 disk.sda3.out‚ 66.96484375 disk.dm-1.in‚40265.76171875 cpu‚25.056983079636815 disk.rbd1.out‚0) proc.memory.availableMB‚ 2916.85546875oö ‘Ö ‚(:† È®ŠÓ¼‡I gpu.0.gpu‚73.0 gpu.0.memory‚23+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚45.0 gpu.0.powerWatts‚125.693' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚25.1386 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0»zÑÛ× ‚(:Ð È®ŠÓöà® disk.sda2.in‚0 network.sent‚ 4.274265e+06 disk.rbd4.in‚0 disk.rbd1.in‚0 disk.rbd3.in‚0& disk.nvme0n1.out‚78840.40869140625 disk.dm-0.in‚694728.7109375' proc.memory.availableMB‚ 2916.609375 proc.cpu.threads‚17 disk.sda.in‚ 40265.9296875( disk.nvme0c0n1.out‚78840.40869140625! proc.memory.rssMB‚ 2564.671875* proc.memory.percent‚10.435676574707031 cpu‚25.05967020279481% disk./.usageGB‚1135.0953063964844 disk.rbd4.out‚0 disk.dm-1.out‚ 67.1796875 disk.rbd3.out‚0$ disk.nvme0c0n1.in‚694728.7109375 disk.sda2.out‚0$ memory_percent‚88.13228607177734) disk./.usagePercent‚76.17832681944088 disk.sda1.out‚0 disk.dm-1.in‚ 40265.9296875 disk.sda.out‚ 67.1796875 network.recv‚363402 disk.sda1.in‚0 disk.sda3.in‚ 40265.9296875 disk.sda3.out‚ 67.1796875# disk.dm-0.out‚78840.40869140625 disk.rbd1.out‚0" disk.nvme0n1.in‚694728.71093757ÎÜÙ2Ø - _wandbruntime‚3211  _runtime‚3211[ˆÊÁÙ În 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08902566134929657 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5332704782485962 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.24038460850715637 8&Purity/*‡IÂÔ“6FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5279690623283386 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09977904707193375 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2447916567325592 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 +jet/accuracy_3_of_4‚0.07417582720518112 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09860756248235703 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7059524059295654 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 *loss/val_total_loss‚14.455289190609726 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 +jet/accuracy_2_of_3‚0.40016990900039673 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9707792401313782 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7666666507720947 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6293478012084961 particle/accuracy_1_of_1‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 particle/accuracy_2_of_3‚1 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.3333333432674408 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.2916666567325592 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.013519068248569965 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 trainer/global_step‚1679 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6731182932853699 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5790957808494568 epoch‚41 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7"Purity/0FRt*SRqqt0FBt/event_purity‚0.51514732837677 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5414420366287231 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.3095119297504425 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6349726915359497 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1316017359495163 7"Purity/*FRt0SRqqt1FBt/event_purity‚0.86771559715271 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5308612585067749 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5375000238418579 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6025640964508057 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6681817770004272 *jet/accuracy_1_of_1‚0.2295127809047699 +particle/specificity‚0.9006556272506714 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20665502548217773 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.15678967535495758 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.4943181872367859 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05484846979379654 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5348840355873108 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08006519079208374 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1367093026638031 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 *jet/accuracy_1_of_2‚0.6893187761306763 particle/accuracy_1_of_3‚1 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.07997606694698334 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.2916666567325592 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 (particle/accuracy‚0.8310139775276184 8"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.569740891456604 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5337372422218323 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07067996263504028 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 _step‚173 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5671133399009705 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 8"Purity/*FRt0SRqqt*FBt/event_purity‚0.145114466547966 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.06789730489253998 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.41904765367507935 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.05773492902517319 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.11636513471603394 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9430107474327087 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07067996263504028 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.022781049832701683 7 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.0727272778749466 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 particle/accuracy_1_of_2‚1 particle/accuracy_3_of_3‚1 6validation_average_jet_accuracy‚0.2780652642250061 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 + Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9375 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09799382835626602 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.49418604373931885 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 particle/accuracy_3_of_4‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 6 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.339712917804718 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6329184770584106 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10941167175769806 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04349881783127785 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5079832077026367 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.11031249910593033 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9773809909820557 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7352941036224365 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 7 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.0727272778749466 particle/accuracy_1_of_4‚1 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5372023582458496 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6681817770004272 +particle/sensitivity‚0.5739778280258179 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06383422017097473 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6226076483726501 +jet/accuracy_3_of_3‚0.05401140823960304 *jet/accuracy_1_of_4‚0.8901098966598511 7 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.0682607963681221 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 6 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.082131527364254 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.5833333730697632 _runtime‚ 3211.346844 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.3333333432674408 7 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.1449042409658432 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 jet/accuracy_4_of_4‚0 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 * Purity/*FRt*SRqqt2FBt/FRt_purity‚0.375 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3321572542190552 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.610998272895813 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.44999998807907104 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1488502323627472 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 'particle/f_score‚0.5915179252624512 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5249999761581421 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1398809552192688 *jet/accuracy_2_of_4‚0.5906593799591064 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5335401892662048 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 $ _timestamp‚1.784846153343301e+09 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5231854915618896 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 * Purity/*FRt0SRqqt2FBt/FRt_purity‚0.375 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 particle/accuracy_2_of_4‚1 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.4580644965171814 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3098611533641815 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/*FRt*SRqqt0FBt/event_purity‚0.1664428561925888 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5416666269302368 particle/accuracy_2_of_2‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.49879226088523865 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7119722962379456 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3997584581375122 *jet/accuracy_1_of_3‚0.8927661180496216 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5771633982658386 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6099935173988342 +jet/accuracy_2_of_2‚0.10110780596733093 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 + Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9375 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 /particle/accuracy_4_of_4‚0.9258241653442383 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5800421237945557 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08792512118816376 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5414420366287231 ("Purity/0FRt2SRqqt1FBt/event_purity‚0ÅCùfY7Ú Ón +jet/accuracy_2_of_3‚0.40016990900039673 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9707792401313782 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.7666666507720947 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6293478012084961 particle/accuracy_1_of_1‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 particle/accuracy_2_of_3‚1 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.3333333432674408 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.2916666567325592 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.013519068248569965 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 trainer/global_step‚1679 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6731182932853699 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5790957808494568 epoch‚41 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7"Purity/0FRt*SRqqt0FBt/event_purity‚0.51514732837677 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5414420366287231 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.3095119297504425 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6349726915359497 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1316017359495163 7"Purity/*FRt0SRqqt1FBt/event_purity‚0.86771559715271 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5308612585067749 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5375000238418579 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6025640964508057 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6681817770004272 *jet/accuracy_1_of_1‚0.2295127809047699 +particle/specificity‚0.9006556272506714 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20665502548217773 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.15678967535495758 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.4943181872367859 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05484846979379654 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5348840355873108 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08006519079208374 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1367093026638031 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 *jet/accuracy_1_of_2‚0.6893187761306763 particle/accuracy_1_of_3‚1 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.07997606694698334 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.2916666567325592 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 (particle/accuracy‚0.8310139775276184 8"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.569740891456604 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5337372422218323 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07067996263504028 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 _step‚173 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5671133399009705 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 8"Purity/*FRt0SRqqt*FBt/event_purity‚0.145114466547966 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.06789730489253998 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 8 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.41904765367507935 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.05773492902517319 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.11636513471603394 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9430107474327087 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07067996263504028 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.022781049832701683 7 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.0727272778749466 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 particle/accuracy_1_of_2‚1 particle/accuracy_3_of_3‚1 6validation_average_jet_accuracy‚0.2780652642250061 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 + Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9375 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09799382835626602 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 :"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.49418604373931885 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 particle/accuracy_3_of_4‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 6 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.339712917804718 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6329184770584106 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10941167175769806 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04349881783127785 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5079832077026367 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.11031249910593033 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9773809909820557 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7352941036224365 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 7 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.0727272778749466 particle/accuracy_1_of_4‚1 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5372023582458496 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6681817770004272 +particle/sensitivity‚0.5739778280258179 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06383422017097473 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6226076483726501 +jet/accuracy_3_of_3‚0.05401140823960304 *jet/accuracy_1_of_4‚0.8901098966598511 7 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.0682607963681221 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 6 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.082131527364254 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.5833333730697632 _runtime‚ 3211.346844 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.3333333432674408 7 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.1449042409658432 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 jet/accuracy_4_of_4‚0 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 * Purity/*FRt*SRqqt2FBt/FRt_purity‚0.375 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3321572542190552 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.610998272895813 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.44999998807907104 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1488502323627472 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 'particle/f_score‚0.5915179252624512 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5249999761581421 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1398809552192688 *jet/accuracy_2_of_4‚0.5906593799591064 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5335401892662048 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 $ _timestamp‚1.784846153343301e+09 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5231854915618896 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 * Purity/*FRt0SRqqt2FBt/FRt_purity‚0.375 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 particle/accuracy_2_of_4‚1 7 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.4580644965171814 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3098611533641815 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/*FRt*SRqqt0FBt/event_purity‚0.1664428561925888 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5416666269302368 particle/accuracy_2_of_2‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.49879226088523865 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7119722962379456 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3997584581375122 *jet/accuracy_1_of_3‚0.8927661180496216 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5771633982658386 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6099935173988342 +jet/accuracy_2_of_2‚0.10110780596733093 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 + Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9375 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 /particle/accuracy_4_of_4‚0.9258241653442383 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5800421237945557 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08792512118816376 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5414420366287231 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08902566134929657 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5332704782485962 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.24038460850715637 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5279690623283386 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09977904707193375 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2447916567325592 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 +jet/accuracy_3_of_4‚0.07417582720518112 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09860756248235703 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7059524059295654 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 *loss/val_total_loss‚14.455289190609726 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375­øóî’Û ‚(:‡ ×®ŠÓÌÆà gpu.0.gpu‚73.0 gpu.0.memory‚22+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚266.442' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚53.2884 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÆÏÚ àÜ ‚(:Õ ×®ŠÓÿ³¹ disk.dm-1.in‚ 40265.9296875( disk.nvme0c0n1.out‚78840.68994140625# disk.dm-0.out‚78840.68994140625 disk.sda1.out‚0 disk.sda.out‚ 67.50390625% disk.nvme0c0n1.in‚696424.57421875 disk.sda1.in‚0 proc.cpu.threads‚17# disk.nvme0n1.in‚696424.57421875 disk.rbd4.in‚0 disk.rbd4.out‚0! proc.memory.rssMB‚ 2564.671875 disk.sda2.in‚0 cpu‚25.0622152473468 network.sent‚ 4.276471e+06 network.recv‚364496 disk.rbd1.in‚0 disk.sda2.out‚0' proc.memory.availableMB‚ 2916.734375) disk./.usagePercent‚76.17832681944088% disk./.usageGB‚1135.0953063964844 disk.rbd1.out‚0 disk.rbd3.out‚0 disk.dm-0.in‚696424.57421875 disk.sda3.out‚ 67.50390625 disk.dm-1.out‚ 67.50390625* proc.memory.percent‚10.435676574707031$ memory_percent‚88.13177744547525 disk.rbd3.in‚0 disk.sda.in‚ 40265.9296875 disk.sda3.in‚ 40265.9296875& disk.nvme0n1.out‚78840.68994140625ôw÷^šÝ ‚(: 殊Óû½] gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚298.98' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚59.79600000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0%>„íáÞ ‚(:Ö 殊Ó¨ ù network.sent‚ 4.328033e+06 disk.sda3.out‚ 67.69921875" disk.dm-0.out‚78840.9833984375 disk.sda3.in‚40991.05859375 disk.sda.out‚ 67.69921875 disk.sda2.in‚0% disk./.usageGB‚1135.3463249206543 disk.sda1.in‚0 disk.sda1.out‚0 network.recv‚366541 disk.rbd3.out‚0% disk.nvme0n1.out‚78840.9833984375$ disk.nvme0c0n1.in‚698218.7109375! proc.memory.rssMB‚ 2564.671875) disk./.usagePercent‚76.19517313275412 disk.sda.in‚40991.05859375 disk.sda2.out‚0$ memory_percent‚88.13382784525552" disk.nvme0n1.in‚698218.7109375 disk.rbd4.in‚0 disk.rbd4.out‚0* proc.memory.percent‚10.435676574707031 cpu‚25.063593409879896 disk.dm-1.in‚40991.05859375 disk.rbd1.in‚0' disk.nvme0c0n1.out‚78840.9833984375) proc.memory.availableMB‚ 2916.23046875 disk.dm-1.out‚ 67.69921875 disk.rbd1.out‚0 disk.rbd3.in‚0 disk.dm-0.in‚698218.7109375 proc.cpu.threads‚17œOÂL2ß - _wandbruntime‚3246  _runtime‚32463TNQÆà À trainer/global_step‚1699 $ _timestamp‚1.784846188298257e+09 _runtime‚3246.300988113 _step‚174 & lr-AdamW/pg1‚6.684741528810726e-06 & lr-AdamW/pg2‚6.684741528810726e-06¬šIhËá Å _runtime‚3246.300988113 _step‚174 & lr-AdamW/pg1‚6.684741528810726e-06 & lr-AdamW/pg2‚6.684741528810726e-06 trainer/global_step‚1699 $ _timestamp‚1.784846188298257e+09®ØÙ?@2â - _wandbruntime‚3246  _runtime‚3246vÔ×åã ëO WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2240295311872 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚9774425 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚134077088863232 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚83õ #0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1773629716992 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚15852326 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚136317384175104 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 % _timestamp‚1.7848461883002918e+09 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚136317795160064 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1774975137792 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2240338205696 trainer/global_step‚1699 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚489598422771712 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚14764900 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚320 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5241258 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚15842292 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚315 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 410984960 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚14764900 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚491373397909504 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1773629716992 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1771973492967 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚491175788969239 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚491372026315264 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚491174418930153 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚489403815476272 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚134077456954368 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1770628881849 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚489598396598272 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1774975137792 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚30607192 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚14764906 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚15852326 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚15842292 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚491373397909504 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚30617232 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4533167 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚4533172 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚489403790048304 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004›J“.ö'ä ðO D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚134077088863232 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1773629716992 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚15852326 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚136317384175104 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 % _timestamp‚1.7848461883002918e+09 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚136317795160064 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1774975137792 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2240338205696 trainer/global_step‚1699 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚489598422771712 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚14764900 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚320 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5241258 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚15842292 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚315 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 410984960 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚14764900 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚491373397909504 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1773629716992 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1771973492967 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚491175788969239 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚491372026315264 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚491174418930153 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚489403815476272 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚134077456954368 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1770628881849 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚489598396598272 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1774975137792 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚30607192 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚14764906 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚15852326 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚15842292 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚491373397909504 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚30617232 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4533167 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚4533172 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚489403790048304 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2240295311872 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 L@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚9774425 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823¯ó5H2å - _wandbruntime‚3247  _runtime‚3247ñ÷ û&æ õM KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 EDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4535807 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚134156043320320 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚491653329715200 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚14773273 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚489682617250048 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚491455611544767 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1775997652992 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚489877332062208 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 _step‚176 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚14773267 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚317 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚42886656 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 trainer/global_step‚1699 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2241598653440 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 % _timestamp‚1.7848461898055189e+09 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚134155675229184 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚15861422 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1775997652992 FDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚15851374 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚491454241505569 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚489877305888768 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚14773273 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚9780032 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚136397230995968 PDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚30634695 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1771649683489 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚14773267 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 _runtime‚3247.808846709 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚489877332062208 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚9780354 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4535812 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚30624641 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚491653329715200 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1774652225024 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚30624641 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚5244542 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚489877305888768 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 2241555766784 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚15851374 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚15861422 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5244225 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56i)uI® ç úM 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚14773267 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚317 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚42886656 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 trainer/global_step‚1699 J@DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak‚12194 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2241598653440 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 % _timestamp‚1.7848461898055189e+09 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚134155675229184 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚15861422 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1775997652992 FDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚15851374 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚491454241505569 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚489877305888768 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚14773273 J>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚9780032 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚136397230995968 PDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚30634695 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1771649683489 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚14773267 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 _runtime‚3247.808846709 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚489877332062208 NBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚9780354 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4535812 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚30624641 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚491653329715200 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1774652225024 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚30624641 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚5244542 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚489877305888768 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 2241555766784 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚15851374 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚15861422 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5244225 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 EDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4535807 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚134156043320320 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚491653329715200 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚14773273 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚489682617250048 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚491455611544767 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1775997652992 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚489877332062208 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 _step‚176 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054°qçy62è - _wandbruntime‚3247  _runtime‚3247EtH÷é € /loss/FRt2/assignment_loss‚3.272935344742483 0loss/FBt1/assignment_loss‚0.3500303635521091 epoch‚42 0loss/FRt1/assignment_loss‚1.6536183234998736 2loss/SRqqt1/assignment_loss‚0.8024696882960227 1loss/SRqqt2/assignment_loss‚1.388245610287413 1loss/FBt2/assignment_loss‚0.05827236485305453 /loss/FRt1/detection_loss‚1.4620135662218667 1loss/SRqqt1/detection_loss‚0.7265488625225435 trainer/global_step‚1699 % _timestamp‚1.7848461898112547e+09 /loss/FRt2/detection_loss‚0.6205317071834502 1loss/SRqqt2/detection_loss‚2.1241308368043974 /loss/FBt1/detection_loss‚0.9494341425597668 _runtime‚3247.813912357 _step‚177 /loss/FBt2/detection_loss‚1.2507279140107759 &loss/total_loss‚14.658958724533756v€2A ê … 1loss/SRqqt1/detection_loss‚0.7265488625225435 trainer/global_step‚1699 % _timestamp‚1.7848461898112547e+09 /loss/FRt2/detection_loss‚0.6205317071834502 1loss/SRqqt2/detection_loss‚2.1241308368043974 /loss/FBt1/detection_loss‚0.9494341425597668 _runtime‚3247.813912357 _step‚177 /loss/FBt2/detection_loss‚1.2507279140107759 &loss/total_loss‚14.658958724533756 /loss/FRt2/assignment_loss‚3.272935344742483 0loss/FBt1/assignment_loss‚0.3500303635521091 epoch‚42 0loss/FRt1/assignment_loss‚1.6536183234998736 2loss/SRqqt1/assignment_loss‚0.8024696882960227 1loss/SRqqt2/assignment_loss‚1.388245610287413 1loss/FBt2/assignment_loss‚0.05827236485305453 /loss/FRt1/detection_loss‚1.4620135662218667±.Ûð0’ë ‚(:‡ õ®ŠÓ“ß gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚302.224' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚60.4448 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0á`¤Ùì ‚(:Î õ®ŠÓ¹Œó disk.sda.in‚40991.05859375( proc.memory.availableMB‚ 2916.1953125 disk.sda2.out‚0 disk.dm-1.out‚ 67.8671875 disk.rbd3.out‚0) disk./.usagePercent‚76.19510861789986" disk.dm-0.out‚78907.0302734375 disk.sda1.in‚0 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.dm-0.in‚ 699024.453125 disk.sda2.in‚0 disk.rbd1.out‚0# disk.nvme0c0n1.in‚ 699024.453125! proc.memory.rssMB‚ 2564.671875* proc.memory.percent‚10.435676574707031 disk.sda3.in‚40991.05859375$ memory_percent‚88.13397089640299 proc.cpu.threads‚17' disk.nvme0c0n1.out‚78907.0302734375 network.sent‚ 4.330401e+06% disk./.usageGB‚1135.3453636169434 disk.sda3.out‚ 67.8671875 disk.rbd1.in‚0% disk.nvme0n1.out‚78907.0302734375 cpu‚25.06510212103259 network.recv‚367772 disk.sda1.out‚0 disk.dm-1.in‚40991.05859375 disk.rbd3.in‚0! disk.nvme0n1.in‚ 699024.453125 disk.sda.out‚ 67.8671875É™©›í ‚(: „¯ŠÓßÇX gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚295.503' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚59.10059999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0cå6¬Íî ‚(: „¯ŠÓÝà disk.dm-0.in‚699708.30859375 disk.sda1.in‚0 disk.rbd4.out‚0 disk.sda3.out‚ 68.078125 disk.rbd3.in‚0 network.recv‚369941% disk.nvme0c0n1.in‚699708.30859375& disk.nvme0c0n1.out‚78907.388671875 disk.rbd3.out‚0$ disk.nvme0n1.out‚78907.388671875) disk./.usagePercent‚76.19510477772997 disk.sda2.out‚0 disk.rbd1.in‚0# disk.nvme0n1.in‚699708.30859375 memory_percent‚ 88.134765625 network.sent‚ 4.388959e+06% disk./.usageGB‚1135.3453063964844! disk.dm-0.out‚78907.388671875 disk.rbd4.in‚0 disk.dm-1.in‚40991.05859375 disk.sda2.in‚0 disk.sda1.out‚0 disk.dm-1.out‚ 68.078125 cpu‚25.066555297615544 disk.sda.out‚ 68.078125 proc.memory.availableMB‚2916! proc.memory.rssMB‚ 2564.671875 proc.cpu.threads‚17 disk.sda3.in‚40991.05859375 disk.rbd1.out‚0 disk.sda.in‚40991.05859375* proc.memory.percent‚10.435676574707031T¹èï ‚(:… “¯ŠÓ×ã¹ gpu.0.gpu‚25.0 gpu.0.memory‚8+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚351.235' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚70.247 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0³ »Þð ‚(:Ó “¯ŠÓDZ¬ network.recv‚370335% disk./.usageGB‚1135.3453063964844 disk.sda1.in‚0 disk.rbd3.in‚0 cpu‚25.067877913038615 disk.sda.in‚40991.05859375 disk.dm-0.in‚701169.37890625 disk.dm-1.in‚40991.05859375 disk.rbd1.in‚0 disk.sda2.out‚0 disk.sda3.in‚40991.05859375 disk.sda3.out‚ 68.20703125 disk.dm-1.out‚ 68.20703125 network.sent‚ 4.39099e+06! disk.dm-0.out‚78907.615234375 disk.sda1.out‚0 disk.rbd4.in‚0# memory_percent‚88.1337801615397( proc.memory.availableMB‚ 2916.2421875* proc.memory.percent‚10.435676574707031 proc.cpu.threads‚17 disk.rbd4.out‚0 disk.rbd1.out‚0! proc.memory.rssMB‚ 2564.671875 disk.sda.out‚ 68.20703125% disk.nvme0c0n1.in‚701169.37890625) disk./.usagePercent‚76.19510477772997 disk.sda2.in‚0 disk.rbd3.out‚0$ disk.nvme0n1.out‚78907.615234375& disk.nvme0c0n1.out‚78907.615234375# disk.nvme0n1.in‚701169.37890625À;Ç2ñ - _wandbruntime‚3287  _runtime‚3287úò{(7ò ¢n ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5121951103210449 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6681817770004272 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.013519068248569965 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.25427350401878357 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.061078500002622604 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.46316424012184143 /particle/accuracy_4_of_4‚0.9258241653442383 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5830779075622559 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.15240460634231567 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 _runtime‚3287.669724244 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2604166567325592 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3004032373428345 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 particle/accuracy_2_of_4‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09772727638483047 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5757299661636353 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 particle/accuracy_3_of_3‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 epoch‚42 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5356613397598267 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 jet/accuracy_4_of_4‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.11242371797561646 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5475059747695923 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 +jet/accuracy_3_of_3‚0.05868430435657501 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.10108024626970291 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6581196784973145 particle/accuracy_1_of_4‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09772727638483047 *jet/accuracy_1_of_3‚0.8992595672607422 particle/accuracy_3_of_4‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 +jet/accuracy_3_of_4‚0.07417582720518112 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5206680297851562 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6458333730697632 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5062500238418579 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5357142686843872 particle/accuracy_1_of_1‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 particle/accuracy_2_of_2‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.42943549156188965 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6133230924606323 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.2809523940086365 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5855366587638855 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6543477773666382 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 8"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.511904776096344 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6346426010131836 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5402597188949585 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 particle/accuracy_1_of_3‚1 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.21152625977993011 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6489234566688538 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6988310813903809 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.07601528614759445 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5381966829299927 :"Purity/1FRt1SRqqt*FBt/event_purity‚0.02116292715072632 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 +particle/specificity‚0.9014847278594971 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07553137838840485 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.05252659320831299 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 _step‚178 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09453912079334259 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08834120631217957 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 *jet/accuracy_2_of_2‚0.0988343209028244 7validation_average_jet_accuracy‚0.28190910816192627 trainer/global_step‚1719 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06950388103723526 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10465063154697418 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08703605830669403 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6111981868743896 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.03794326260685921 (particle/accuracy‚0.8317056894302368 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5380382537841797 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1435064971446991 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt0SRqqt0FBt/event_purity‚0.0791931003332138 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5475059747695923 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.13684630393981934 *jet/accuracy_1_of_2‚0.6916749477386475 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 particle/accuracy_1_of_2‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5405541062355042 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.14330734312534332 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6382513642311096 particle/accuracy_2_of_3‚1 8"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.573391318321228 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17225807905197144 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1517857164144516 *jet/accuracy_1_of_1‚0.2344861626625061 *jet/accuracy_2_of_3‚0.4048428237438202 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10550318658351898 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.31179362535476685 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31293153762817383 7 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.0791931003332138 *jet/accuracy_1_of_4‚0.8901098966598511 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5408294200897217 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.35628020763397217 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6681817770004272 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.13075658679008484 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 $ _timestamp‚1.784846229665621e+09 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.1567409634590149 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.12479166686534882 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 *jet/accuracy_2_of_4‚0.5906593799591064 +particle/sensitivity‚0.5741621255874634 &particle/f_score‚0.592581033706665 *loss/val_total_loss‚14.556364235744415 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.15031179785728455 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09528280794620514 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5414005517959595 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.09040755033493042 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5826208591461182 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 ™Ûuó §n 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6346426010131836 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5402597188949585 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 particle/accuracy_1_of_3‚1 & Purity/1FRt0SRqqt2FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.21152625977993011 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6489234566688538 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6988310813903809 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.07601528614759445 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5381966829299927 :"Purity/1FRt1SRqqt*FBt/event_purity‚0.02116292715072632 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 +particle/specificity‚0.9014847278594971 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07553137838840485 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.05252659320831299 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 _step‚178 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09453912079334259 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08834120631217957 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 *jet/accuracy_2_of_2‚0.0988343209028244 7validation_average_jet_accuracy‚0.28190910816192627 trainer/global_step‚1719 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06950388103723526 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.10465063154697418 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08703605830669403 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6111981868743896 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.03794326260685921 (particle/accuracy‚0.8317056894302368 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5380382537841797 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1435064971446991 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt0SRqqt0FBt/event_purity‚0.0791931003332138 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5475059747695923 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.13684630393981934 *jet/accuracy_1_of_2‚0.6916749477386475 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 particle/accuracy_1_of_2‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5405541062355042 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.14330734312534332 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6382513642311096 particle/accuracy_2_of_3‚1 8"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.573391318321228 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17225807905197144 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1517857164144516 *jet/accuracy_1_of_1‚0.2344861626625061 *jet/accuracy_2_of_3‚0.4048428237438202 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10550318658351898 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.31179362535476685 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31293153762817383 7 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.0791931003332138 *jet/accuracy_1_of_4‚0.8901098966598511 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5408294200897217 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.35628020763397217 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6681817770004272 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.13075658679008484 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 $ _timestamp‚1.784846229665621e+09 7 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.1567409634590149 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.12479166686534882 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 *jet/accuracy_2_of_4‚0.5906593799591064 +particle/sensitivity‚0.5741621255874634 &pa6€´¸rticle/f_score‚0.592581033706665 *loss/val_total_loss‚14.556364235744415 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.15031179785728455 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09528280794620514 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5414005517959595 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.09040755033493042 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5826208591461182 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5121951103210449 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6681817770004272 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.013519068248569965 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.25427350401878357 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.061078500002622604 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.46316424012184143 /particle/accuracy_4_of_4‚0.9258241653442383 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5830779075622559 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.15240460634231567 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9854276180267334 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 _runtime‚3287.669724244 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 & Purity/1FRt*SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2604166567325592 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3004032373428345 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 particle/accuracy_2_of_4‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09772727638483047 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5757299661636353 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 particle/accuracy_3_of_3‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 epoch‚42 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5356613397598267 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 jet/accuracy_4_of_4‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.11242371797561646 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9648809432983398 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5475059747695923 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 +jet/accuracy_3_of_3‚0.05868430435657501 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.10108024626970291 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6581196784973145 particle/accuracy_1_of_4‚1 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09772727638483047 *jet/accuracy_1_of_3‚0.8992595672607422 particle/accuracy_3_of_4‚1 & Purity/1FRt*SRqqt2FBt/FBt_purity‚1 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 +jet/accuracy_3_of_4‚0.07417582720518112 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5206680297851562 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6458333730697632 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5062500238418579 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5357142686843872 particle/accuracy_1_of_1‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9856768846511841 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 particle/accuracy_2_of_2‚1 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.42943549156188965 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 & Purity/1FRt0SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6133230924606323 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.2809523940086365 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5855366587638855 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6543477773666382 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9594086408615112 8"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.511904776096344²…Í(Õô ‚(:„ ¢¯ŠÓÇÒc gpu.0.gpu‚5.0 gpu.0.memory‚3+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚42.0 gpu.0.powerWatts‚123.797' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚24.7594 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¬HMsØõ ‚(:Í ¢¯ŠÓ˜Áº cpu‚25.06603941668802" disk.nvme0n1.in‚701920.1796875" disk.dm-0.out‚80847.1923828125 disk.sda2.out‚0 network.sent‚ 4.391098e+06$ disk./.usageGB‚1135.345443725586 disk.rbd1.in‚0 disk.sda2.in‚0 disk.rbd4.in‚0! proc.memory.rssMB‚ 2564.671875' proc.memory.availableMB‚ 2921.609375 proc.cpu.threads‚17 network.recv‚370443 disk.rbd3.in‚0$ disk.nvme0c0n1.in‚701920.1796875* proc.memory.percent‚10.435676574707031 disk.sda3.out‚ 68.48828125 disk.sda1.out‚0 disk.rbd3.out‚0% disk.nvme0n1.out‚80847.1923828125 disk.sda.in‚ 41572.7734375 disk.sda.out‚ 68.48828125' disk.nvme0c0n1.out‚80847.1923828125 disk.sda3.in‚ 41572.7734375 disk.dm-1.out‚ 68.48828125 disk.dm-0.in‚701918.8046875 disk.rbd4.out‚0" memory_percent‚88.111941019694) disk./.usagePercent‚76.19511399413771 disk.dm-1.in‚ 41572.7734375 disk.rbd1.out‚0 disk.sda1.in‚0Âuæ’ö ‚(:‡ ±¯ŠÓõá‘ gpu.0.gpu‚98.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚287.951' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚57.5902 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0£ƒãÎÊ÷ ‚(:¿ ±¯ŠÓÒÞà' disk.nvme0c0n1.out‚80913.1611328125 cpu‚25.067653606216012% disk./.usageGB‚1135.3454818725586 disk.dm-1.in‚ 41572.7734375 network.sent‚ 4.391164e+06 disk.rbd1.in‚0 disk.sda1.out‚0 disk.rbd4.in‚0 disk.dm-1.out‚ 68.6171875 disk.rbd3.out‚0% disk.nvme0n1.out‚80913.1611328125 disk.rbd1.out‚0 disk.nvme0n1.in‚ 702511.125" disk.dm-0.out‚80913.1611328125 disk.sda3.in‚ 41572.7734375 disk.rbd3.in‚0 disk.sda2.in‚0 disk.rbd4.out‚0' proc.memory.availableMB‚ 2921.609375! proc.memory.rssMB‚ 2564.671875 network.recv‚370771) disk./.usagePercent‚76.19511655425099 disk.nvme0c0n1.in‚ 702511.125 disk.sda2.out‚0 disk.sda3.out‚ 68.6171875" memory_percent‚88.111941019694* proc.memory.percent‚10.435676574707031 disk.sda.in‚ 41572.7734375 disk.sda.out‚ 68.6171875 disk.dm-0.in‚ 702510.25 disk.sda1.in‚0 proc.cpu.threads‚17‡ë9Gàø ‚(:Õ À¯ŠÓá¡Å% disk.nvme0c0n1.in‚703409.28515625 disk.rbd1.in‚0 disk.sda.in‚ 41572.7734375# disk.dm-0.out‚80913.54931640625 disk.sda3.out‚ 68.76953125 disk.dm-1.out‚ 68.76953125 disk.sda.out‚ 68.76953125" memory_percent‚88.111941019694' proc.memory.availableMB‚ 2921.609375) disk./.usagePercent‚76.19511271408109 disk.rbd1.out‚0( disk.nvme0c0n1.out‚80913.54931640625% disk./.usageGB‚1135.3454246520996 disk.rbd3.in‚0 disk.rbd3.out‚0& disk.nvme0n1.out‚80913.54931640625 disk.sda2.out‚0 disk.sda1.out‚0! proc.memory.rssMB‚ 2564.671875 proc.cpu.threads‚17 network.recv‚371782# disk.nvme0n1.in‚703409.28515625 disk.dm-0.in‚703409.28515625 disk.dm-1.in‚ 41572.7734375 disk.sda1.in‚0 disk.rbd4.out‚0 disk.sda3.in‚ 41572.7734375 cpu‚25.069071089776923 network.sent‚ 4.391588e+06 disk.sda2.in‚0 disk.rbd4.in‚0* proc.memory.percent‚10.435676574707031d:‘"šù ‚(: À¯ŠÓ”š gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚350.699' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚70.13980000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0‚'ã’ú ‚(:‡ ϯŠÓñç„ gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚292.788' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚58.5576 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0óW‘áû ‚(:Ö ϯŠÓζž disk.sda.in‚ 41572.7734375 disk.sda.out‚ 68.97265625( disk.nvme0c0n1.out‚80913.76416015625 disk.rbd1.in‚0# disk.nvme0n1.in‚704984.87890625 cpu‚25.07029941646716 disk.dm-1.in‚ 41572.7734375$ memory_percent‚88.11295827229819* proc.memory.percent‚10.435676574707031 disk.dm-0.in‚704984.87890625# disk.dm-0.out‚80913.76416015625 disk.sda2.out‚0 disk.sda3.out‚ 68.97265625 disk.dm-1.out‚ 68.97265625& disk.nvme0n1.out‚80913.76416015625' proc.memory.availableMB‚ 2921.359375! proc.memory.rssMB‚ 2564.671875) disk./.usagePercent‚76.19511271408109 disk.rbd3.in‚0 disk.sda1.in‚0 disk.sda1.out‚0 disk.rbd1.out‚0 disk.rbd3.out‚0 proc.cpu.threads‚17 network.sent‚ 4.391696e+06 network.recv‚372152% disk.nvme0c0n1.in‚704984.87890625 disk.sda2.in‚0 disk.sda3.in‚ 41572.7734375% disk./.usageGB‚1135.3454246520996 disk.rbd4.in‚0 disk.rbd4.out‚0Äîÿ2ü - _wandbruntime‚3348  _runtime‚3348ÒÿËÉý à _step‚179 ' lr-AdamW/pg1‚4.6759924955597806e-06 ' lr-AdamW/pg2‚4.6759924955597806e-06 trainer/global_step‚1749 % _timestamp‚1.7848462903210573e+09 _runtime‚3348.324650926„ë¸Îþ È % _timestamp‚1.7848462903210573e+09 _runtime‚3348.324650926 _step‚179 ' lr-AdamW/pg1‚4.6759924955597806e-06 ' lr-AdamW/pg2‚4.6759924955597806e-06 trainer/global_step‚1749³°™fN2ÿ - _wandbruntime‚3348  _runtime‚3348ï!ó'€ íO WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚505735330218496 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚16306420 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚15196032 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚16306420 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚503909707585536 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚503909733758976 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 M@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚10060359 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 408887808 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚15196026 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚138013681876992 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚138013313785856 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 _runtime‚3348.326832582 _step‚180 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚503709450330128 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚140319416604160 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1825622632960 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚31502446 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚503909707585536 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5394240 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚505533354403361 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 408887808 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚15196026 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚138013681876992 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚138013313785856 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 _runtime‚3348.326832582 _step‚180 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚503709450330128 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚140319416604160 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1825622632960 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚31502446 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚503909707585536 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 BDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5394240 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚505533354403361 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚505735330218496 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚16306420 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚15196032 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚16306420 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚503909707585536 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 D:DeviceStatsMonitor.on_train_batch_start/active.all.current‚10040 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚503909733758976 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 M@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚10060359 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 IDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 trainer/global_step‚1749 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚15204399 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚506016633618432 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚31519895 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚503988252103904 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚504188616876032 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4668759 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 % _timestamp‚1.7848462918315763e+09 _runtime‚3349.834719813 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚15204393 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4668764 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚504188643049472 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2306997582848 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 K>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚10065951 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚306 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚506015262017024 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚15204399 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5397192 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚138091900151808 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1824899447017 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚138092268242944 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚31529949 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚311 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚504188616876032 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1827990568960 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1823554835787 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚31519895 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1826645140992 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚505813176978889 _step‚181 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1827990568960 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚503988277531872 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1826645140992 FDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚16315502 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚504188643049472 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚15204393 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚506015262017024 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚15204399 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5397192 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚138091900151808 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1824899447017 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚138092268242944 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚31529949 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚311 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚504188616876032 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1827990568960 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1823554835787 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚31519895 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1826645140992 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚505813176978889 _step‚181 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1827990568960 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚503988277531872 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1826645140992 FDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚16315502 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚504188643049472 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚15204393 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 FDeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 trainer/global_step‚1749 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚15204399 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚506016633618432 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚31519895 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚503988252103904 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 ZFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed‚504188616876032 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4668759 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 % _timestamp‚1.7848462918315763e+09 _runtime‚3349.834719813 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚15204393 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4668764 YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚504188643049472 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2306997582848 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 K>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚10065951 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚306 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2µü8èõ2… - _wandbruntime‚3349  _runtime‚3349+Sæ† ú 0loss/FRt1/assignment_loss‚1.6425410318374634 2loss/SRqqt2/assignment_loss‚1.4291682419775242 .loss/FRt2/detection_loss‚0.635678306033927 1loss/SRqqt1/detection_loss‚0.8160135274090347 /loss/SRqqt2/detection_loss‚2.14465749150749 epoch‚43 2loss/SRqqt1/assignment_loss‚0.7275011994686543 1loss/FBt2/assignment_loss‚0.07005573366044816 /loss/FBt2/detection_loss‚0.9077044612823552 %loss/total_loss‚15.72234863388319 trainer/global_step‚1749 _runtime‚3349.860719894 _step‚182 .loss/FRt2/assignment_loss‚3.30726089977449 0loss/FBt1/assignment_loss‚0.1355667227742285 /loss/FRt1/detection_loss‚1.4603760248131226 .loss/FBt1/detection_loss‚2.445824993344454 $ _timestamp‚1.784846291858095e+09ª³P‡ ÿ 1loss/FBt2/assignment_loss‚0.07005573366044816 /loss/FBt2/detection_loss‚0.9077044612823552 %loss/total_loss‚15.72234863388319 trainer/global_step‚1749 _runtime‚3349.860719894 _step‚182 .loss/FRt2/assignment_loss‚3.30726089977449 0loss/FBt1/assignment_loss‚0.1355667227742285 /loss/FRt1/detection_loss‚1.4603760248131226 .loss/FBt1/detection_loss‚2.445824993344454 $ _timestamp‚1.784846291858095e+09 0loss/FRt1/assignment_loss‚1.6425410318374634 2loss/SRqqt2/assignment_loss‚1.4291682419775242 .loss/FRt2/detection_loss‚0.635678306033927 1loss/SRqqt1/detection_loss‚0.8160135274090347 /loss/SRqqt2/detection_loss‚2.14465749150749 epoch‚43 2loss/SRqqt1/assignment_loss‚0.7275011994686543¶Ä€ª#œˆ ‚(:‘ Þ¯ŠÓËáG gpu.0.gpu‚97.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚314.607' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚62.921400000000006 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0€+v5à‰ ‚(:Õ Þ¯ŠÓÀÃÒ disk.rbd1.in‚0 disk.sda.out‚ 69.12109375' disk.nvme0c0n1.out‚80914.4697265625 disk.sda2.in‚0 disk.sda3.out‚ 69.12109375 proc.cpu.threads‚17 disk.dm-0.in‚706016.26171875" disk.dm-0.out‚80914.4697265625 disk.sda2.out‚0 disk.sda1.in‚0 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.sda3.in‚42300.08984375 disk.dm-1.in‚42300.08984375 disk.rbd1.out‚0# disk.nvme0n1.in‚706016.26171875 disk.sda.in‚42300.08984375 disk.sda1.out‚0# memory_percent‚88.1079355875651! proc.memory.rssMB‚ 2564.671875* proc.memory.percent‚10.435676574707031) disk./.usagePercent‚76.19511271408109 network.recv‚374073 disk.dm-1.out‚ 69.12109375 disk.rbd3.out‚0% disk.nvme0n1.out‚80914.4697265625& proc.memory.availableMB‚ 2922.59375 network.sent‚ 4.446753e+06 disk.rbd3.in‚0 cpu‚25.071521393398378% disk./.usageGB‚1135.3454246520996% disk.nvme0c0n1.in‚706016.26171875i6Ÿ2Š - _wandbruntime‚3370  _runtime‚3370®g¢æ‹ ×n 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 particle/accuracy_1_of_1‚1 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 particle/accuracy_2_of_3‚1 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09707354754209518 particle/accuracy_1_of_3‚1 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9430107474327087 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.14466442167758942 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5375000238418579 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 jet/accuracy_4_of_4‚0 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5897153615951538 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 *loss/val_total_loss‚14.567807393611327 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9773809909820557 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6453349590301514 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5780713558197021 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6256064176559448 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6931818127632141 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 +particle/specificity‚0.9021036624908447 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2447916567325592 particle/accuracy_3_of_4‚1 epoch‚43 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31293153762817383 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7119722962379456 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5346633195877075 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 particle/accuracy_2_of_2‚1 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5477738380432129 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1435064971446991 +jet/accuracy_3_of_3‚0.05401140823960304 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09596799314022064 + Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9375 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.13351371884346008 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3321572542190552 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.2916666567325592 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 )jet/accuracy_1_of_3‚0.889124870300293 7"Purity/*FRt1SRqqt*FBt/event_purity‚0.31312096118927 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.14679089188575745 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 7 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.0727272778749466 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 /particle/accuracy_4_of_4‚0.9258241653442383 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.12417763471603394 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6731182932853699 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.06739377975463867 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 +jet/accuracy_1_of_1‚0.23129263520240784 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 7 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.0701514258980751 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.44999998807907104 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +jet/accuracy_2_of_3‚0.40302222967147827 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5805891752243042 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5403696298599243 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5538961291313171 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04881796985864639 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9707792401313782 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5475059747695923 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.013519068248569965 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1517857164144516 ) Purity/2FRt*SRqqt1FBt/FRt_purity‚0.25 'particle/f_score‚0.5896750688552856 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9"Purity/1FRt0SRqqt0FBt/event_purity‚0.0701514258980751 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.24038460850715637 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 *jet/accuracy_2_of_4‚0.6291208863258362 _runtime‚3370.646794221 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.054461173713207245 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 trainer/global_step‚1759 * Purity/*FRt*SRqqt2FBt/FRt_purity‚0.375 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6510869264602661 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08162027597427368 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 +particle/sensitivity‚0.5692075490951538 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 _step‚183 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5405541062355042 9&Purity/£Þ8w0FRt1SRqqt1FBt/event_proportion‚0.009033203125 + Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9375 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.022781049832701683 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.05263741314411163 7validation_average_jet_accuracy‚0.28026503324508667 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.41330644488334656 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.13990363478660583 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 7 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.0727272778749466 *jet/accuracy_1_of_2‚0.6961805820465088 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.11812499910593033 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.07955394685268402 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 (particle/accuracy‚0.8311361074447632 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 *jet/accuracy_1_of_4‚0.8901098966598511 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08559135347604752 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3997584581375122 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 * Purity/*FRt0SRqqt2FBt/FRt_purity‚0.375 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1266385018825531 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 7 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.0682607963681221 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6217948794364929 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6041666269302368 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5062229633331299 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.3333333432674408 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.10108024626970291 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 % _timestamp‚1.7848463126430628e+09 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 particle/accuracy_1_of_2‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5448564887046814 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5870766639709473 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20768854022026062 9"Purity/1FRt*SRqqt*FBt/event_purity‚0.0634608119726181 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08728405833244324 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5475059747695923 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6464375257492065 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5835416913032532 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5491071939468384 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 7"Purity/*FRt0SRqqt1FBt/event_purity‚0.86771559715271 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6238795518875122 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.48490336537361145 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.2916666567325592 particle/accuracy_3_of_3‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.3333333432674408 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 +jet/accuracy_2_of_2‚0.10110780596733093 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5394073128700256 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6496418714523315 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.16755548119544983 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5206680297851562 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5063811540603638 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 particle/accuracy_1_of_4‚1 particle/accuracy_2_of_4‚1 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.07902730256319046 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6931818127632141 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10593020915985107 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7059524059295654 +jet/accuracy_3_of_4‚0.07417582720518112­ÐdGb7Œ Ün 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.3333333432674408 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 +jet/accuracy_2_of_2‚0.10110780596733093 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5394073128700256 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6496418714523315 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.16755548119544983 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5206680297851562 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5063811540603638 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 particle/accuracy_1_of_4‚1 particle/accuracy_2_of_4‚1 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.07902730256319046 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6931818127632141 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10593020915985107 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7059524059295654 +jet/accuracy_3_of_4‚0.07417582720518112 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 particle/accuracy_1_of_1‚1 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 particle/accuracy_2_of_3‚1 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09707354754209518 particle/accuracy_1_of_3‚1 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9430107474327087 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.14466442167758942 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5375000238418579 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 jet/accuracy_4_of_4‚0 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5897153615951538 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 *loss/val_total_loss‚14.567807393611327 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9773809909820557 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6453349590301514 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5780713558197021 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6256064176559448 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6931818127632141 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 +particle/specificity‚0.9021036624908447 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2447916567325592 particle/accuracy_3_of_4‚1 epoch‚43 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31293153762817383 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7119722962379456 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5346633195877075 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 particle/accuracy_2_of_2‚1 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5477738380432129 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1435064971446991 +jet/accuracy_3_of_3‚0.05401140823960304 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09596799314022064 + Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9375 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.13351371884346008 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3321572542190552 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.2916666567325592 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 )jet/accuracy_1_of_3‚0.889124870300293 7"Purity/*FRt1SRqqt*FBt/event_purity‚0.31312096118927 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.14679089188575745 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 7 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.0727272778749466 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 /particle/accuracy_4_of_4‚0.9258241653442383 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.12417763471603394 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6731182932853699 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.06739377975463867 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 +jet/accuracy_1_of_1‚0.23129263520240784 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 7 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.0701514258980751 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.44999998807907104 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +jet/accuracy_2_of_3‚0.40302222967147827 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5805891752243042 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5403696298599243 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5538961291313171 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04881796985864639 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9707792401313782 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5475059747695923 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.013519068248569965 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1517857164144516 ) Purity/2FRt*SRqqt1FBt/FRt_purity‚0.25 'particle/f_score‚0.5896750688552856 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9"Purity/1FRt0SRqqt0FBt/event_purity‚0.0701514258980751 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.24038460850715637 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 *jet/accuracy_2_of_4‚0.6291208863258362 _runtime‚3370.646794221 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.054461173713207245 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 trainer/global_step‚1759 * Purity/*FRt*SRqqt2FBt/FRt_purity‚0.375 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6510869264602661 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08162027597427368 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 +particle/sensitivity‚0.5692075490951538 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 _step‚183 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5405541062355042 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 + Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9375 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.022781049832701683 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.05263741314411163 7validation_average_jet_accuracy‚0.28026503324508667 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.41330644488334656 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.13990363478660583 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 7 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.0727272778749466 *jet/accuracy_1_of_2‚0.6961805820465088 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.11812499910593033 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.07955394685268402 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 (particle/accuracy‚0.8311361074447632 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 *jet/accuracy_1_of_4‚0.8901098966598511 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08559135347604752 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3997584581375122 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 * Purity/*FRt0SRqqt2FBt/FRt_purity‚0.375 7 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.1266385018825531 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 7 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.0682607963681221 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6217948794364929 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6041666269302368 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5062229633331299 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.3333333432674408 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.10108024626970291 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 % _timestamp‚1.7848463126430628e+09 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 particle/accuracy_1_of_2‚1 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5448564887046814 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5870766639709473 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.20768854022026062 9"Purity/1FRt*SRqqt*FBt/event_purity‚0.0634608119726181 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08728405833244324 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5475059747695923 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6464375257492065 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5835416913032532 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5491071939468384 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 7"Purity/*FRt0SRqqt1FBt/event_purity‚0.86771559715271 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6238795518875122 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.48490336537361145 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.2916666567325592 particle/accuracy_3_of_3‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5· mˆ ‚(:„ í¯ŠÓ¤ÿh gpu.0.gpu‚5.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚39.0 gpu.0.powerWatts‚101.902' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚20.3804 gpu.0.smClock‚1275 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚06¬™=ÝŽ ‚(:Ò í¯ŠÓ¬éë disk.sda2.out‚0 disk.rbd4.out‚0" disk.nvme0n1.in‚707182.4921875 network.sent‚ 4.509156e+06 network.recv‚377028 disk.dm-0.in‚707181.7421875 disk.sda1.in‚0 disk.rbd4.in‚0 disk.sda3.out‚ 69.3515625 disk.dm-1.in‚42300.08984375 disk.dm-1.out‚ 69.3515625" disk.dm-0.out‚80980.4306640625 disk.rbd3.in‚0 disk.sda.out‚ 69.3515625 cpu‚25.07457272827242$ disk.nvme0c0n1.in‚707182.4921875 disk.sda3.in‚42300.08984375 disk.sda.in‚42300.08984375) disk./.usagePercent‚76.17905107548336% disk./.usageGB‚1135.1060981750488' disk.nvme0c0n1.out‚80980.4306640625% disk.nvme0n1.out‚80980.4306640625$ memory_percent‚90.22719065348306 disk.sda2.in‚0 disk.sda1.out‚0* proc.memory.percent‚12.557554244995117 proc.cpu.threads‚17 disk.rbd3.out‚0' proc.memory.availableMB‚ 2401.765625# proc.memory.rssMB‚ 3086.14453125 disk.rbd1.in‚0 disk.rbd1.out‚0 µ<û› ‚(: ü¯ŠÓøÛª gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚41.0 gpu.0.powerWatts‚123.409' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚24.681800000000003 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0K[yã ‚(:Ø ü¯ŠÓ–Øî disk.sda1.out‚0 disk.rbd4.out‚0 disk.rbd1.in‚0& disk.nvme0n1.out‚83156.51025390625 cpu‚25.06857387191796 disk.sda1.in‚0 disk.sda3.out‚ 69.4609375 disk.sda2.out‚0 disk.rbd3.in‚0 disk.rbd3.out‚0 network.recv‚377136% disk./.usageGB‚1135.1022415161133# disk.nvme0n1.in‚708774.28515625 disk.dm-0.in‚708774.28515625 disk.sda.in‚42300.08984375) proc.memory.availableMB‚ 2922.77734375! proc.memory.rssMB‚ 2564.671875 disk.dm-1.in‚42300.08984375 disk.dm-1.out‚ 69.4609375 disk.rbd1.out‚0 disk.sda.out‚ 69.4609375) disk./.usagePercent‚76.17879224803234 disk.sda3.in‚42300.08984375( disk.nvme0c0n1.out‚83156.51025390625# disk.dm-0.out‚83156.51025390625$ memory_percent‚88.10718854268393 network.sent‚ 4.509264e+06 disk.sda2.in‚0 disk.rbd4.in‚0% disk.nvme0c0n1.in‚708774.28515625* proc.memory.percent‚10.435676574707031 proc.cpu.threads‚17åæH³’‘ ‚(:‡ ‹°ŠÓÝ‹ gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚49.0 gpu.0.powerWatts‚293.666' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚58.7332 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0+>ÙËÞ’ ‚(:Ó ‹°ŠÓŸ¹ disk.sda1.in‚0 disk.rbd4.out‚0! proc.memory.rssMB‚ 2564.671875 network.recv‚379382 disk.dm-0.in‚709796.00390625 disk.sda2.out‚0 disk.rbd3.in‚0 network.sent‚ 4.558974e+06% disk./.usageGB‚1135.1022987365723# disk.nvme0n1.in‚709796.00390625& disk.nvme0n1.out‚83156.69384765625 proc.cpu.threads‚17 disk.rbd4.in‚0 disk.rbd3.out‚0( disk.nvme0c0n1.out‚83156.69384765625 disk.sda3.out‚69.65625 disk.rbd1.out‚0 disk.sda.in‚42300.08984375) proc.memory.availableMB‚ 2922.82421875 disk.dm-1.in‚42300.08984375 disk.dm-1.out‚69.65625$ memory_percent‚88.10699780782065* proc.memory.percent‚10.435676574707031 disk.sda1.out‚0 disk.sda3.in‚42300.08984375 disk.rbd1.in‚0 disk.sda.out‚69.65625% disk.nvme0c0n1.in‚709796.00390625# disk.dm-0.out‚83156.69384765625 disk.sda2.in‚0 cpu‚25.069712873024006) disk./.usagePercent‚76.17879608820223CüKÏ“ ‚(:’ š°ŠÓ¾ðè gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚319.445' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚63.888999999999996 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0>ôm<á” ‚(:Ö š°ŠÓùÁ! proc.memory.rssMB‚ 2564.671875 disk.rbd1.out‚0 disk.rbd3.out‚0" disk.dm-0.out‚83156.9931640625 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.sda3.in‚ 42970.6796875* proc.memory.percent‚10.435676574707031 network.recv‚380232 disk.sda1.in‚0 disk.sda1.out‚0% disk.nvme0n1.out‚83156.9931640625 disk.sda.in‚ 42970.6796875$ memory_percent‚88.26107978820801 proc.cpu.threads‚17% disk.nvme0c0n1.in‚711087.80859375 disk.sda2.out‚0 disk.sda3.out‚ 69.83203125 disk.rbd3.in‚0# disk.nvme0n1.in‚711087.80859375 network.sent‚ 4.563214e+06 disk.dm-1.out‚ 69.83203125 disk.sda.out‚ 69.83203125) disk./.usagePercent‚76.17879250404366 disk.dm-1.in‚ 42970.6796875 disk.rbd1.in‚0 cpu‚25.070977772128053% disk./.usageGB‚1135.1022453308105' disk.nvme0c0n1.out‚83156.9931640625 disk.dm-0.in‚711087.80859375 disk.sda2.in‚0) proc.memory.availableMB‚ 2884.95703125örŸ›• ‚(: ©°ŠÓ¡¯L gpu.0.gpu‚98.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚301.399' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚60.27980000000001 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0 ÕûÜÜ– ‚(:Ñ ©°ŠÓò¼ disk.sda3.in‚ 42970.6796875 disk.rbd1.in‚0 disk.rbd3.out‚0* proc.memory.percent‚10.435676574707031 network.recv‚382404 disk.sda2.in‚0 disk.rbd4.in‚0 disk.dm-1.out‚ 69.91796875" disk.dm-0.out‚83223.0009765625 disk.sda2.out‚0 disk.sda3.out‚ 69.91796875( proc.memory.availableMB‚ 979.28515625 network.sent‚ 4.567661e+06$ disk.nvme0c0n1.in‚711998.6640625 proc.cpu.threads‚17 disk.dm-0.in‚711998.6640625 disk.rbd3.in‚0% disk.nvme0n1.out‚83223.0009765625 disk.sda.in‚ 42970.6796875! proc.memory.rssMB‚ 2564.671875 cpu‚25.072780369681418 disk.rbd1.out‚0% disk./.usageGB‚1135.1005363464355 disk.rbd4.out‚0 disk.dm-1.in‚ 42970.6796875) disk./.usagePercent‚76.17867781096942' disk.nvme0c0n1.out‚83223.0009765625" disk.nvme0n1.in‚711998.6640625 disk.sda.out‚ 69.91796875# memory_percent‚96.0152784983317 disk.sda1.in‚0 disk.sda1.out‚0†åi’— ‚(:‡ ¸°ŠÓ¦† gpu.0.gpu‚95.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚281.798' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚56.3596 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¥‹nÚ˜ ‚(:Ï ¸°ŠÓÄæû network.recv‚383291 disk.sda2.in‚0 disk.dm-1.in‚ 42970.6796875 disk.sda3.out‚ 70.09765625 disk.rbd1.in‚0 disk.sda1.in‚0 network.sent‚ 4.568644e+06( disk.nvme0c0n1.out‚83223.33154296875 disk.dm-1.out‚ 70.09765625 disk.rbd3.out‚0 disk.rbd3.in‚0& disk.nvme0n1.out‚83223.33154296875 disk.sda.in‚ 42970.6796875$ memory_percent‚96.01529439290366 disk.sda2.out‚0% disk./.usageGB‚1135.1005363464355# disk.nvme0c0n1.in‚ 713656.296875 disk.dm-0.in‚ 713654.671875# disk.dm-0.out‚83223.33154296875 disk.rbd4.out‚0 disk.rbd1.out‚0! disk.nvme0n1.in‚ 713656.296875 disk.sda.out‚ 70.09765625% proc.memory.availableMB‚ 979.28125 disk.sda3.in‚ 42970.6796875* proc.memory.percent‚10.435676574707031 disk.sda1.out‚0 disk.rbd4.in‚0) disk./.usagePercent‚76.17867781096942! proc.memory.rssMB‚ 2564.671875 cpu‚25.073973763148704 proc.cpu.threads‚17Zðtû2™ - _wandbruntime‚3450  _runtime‚3450âÖ,×Çš Á & lr-AdamW/pg1‚3.013175987191806e-06 & lr-AdamW/pg2‚3.013175987191806e-06 trainer/global_step‚1799 % _timestamp‚1.7848463929122748e+09 _runtime‚3450.914766275 _step‚184q —Ì› Æ & lr-AdamW/pg1‚3.013175987191806e-06 & lr-AdamW/pg2‚3.013175987191806e-06 trainer/global_step‚1799 % _timestamp‚1.7848463929122748e+09 _runtime‚3450.914766275 _step‚184¸Æiß$2œ - _wandbruntime‚3450  _runtime‚3450™`Ò2ð  íO G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚518221044746240 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1878960969728 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1878960969728 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚32397700 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚520098634121728 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚32407740 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚4799076 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚15627158 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚16770548 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1874439186445 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 QDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚10347374 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚144320830480896 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚141949538708480 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚44990976 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚518015136039920 _runtime‚3450.919389275 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚144321243563008 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚15627158 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚15627152 M˜½€X@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚10347047 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 _step‚185 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚520100005715968 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1877615548928 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚519889549798397 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚518015110611952 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚518221044746240 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚15627152 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4799071 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 trainer/global_step‚1799 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚322 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚520098634121728 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5547976 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚518221018572800 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1877615548928 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 413082112 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2371291772416 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 % _timestamp‚1.7848463929133215e+09 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚519890919837483 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚16780582 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚16780582Téέø'ž òO aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚141949538708480 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚44990976 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚518015136039920 _runtime‚3450.919389275 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚144321243563008 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚15627158 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚15627152 M@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚10347047 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 _step‚185 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚520100005715968 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1877615548928 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚519889549798397 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚518015110611952 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚518221044746240 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚15627152 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚4799071 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 trainer/global_step‚1799 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚322 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚520098634121728 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5547976 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚518221018572800 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1877615548928 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 413082112 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2371291772416 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 % _timestamp‚1.7848463929133215e+09 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚519890919837483 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚16780582 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚16780582 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚518221044746240 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1878960969728 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1878960969728 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚32397700 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚520098634121728 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚32407740 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚4799076 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚15627158 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚16770548 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1874439186445 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 QDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚10347374 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚144320830480896 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5¹ †J2Ÿ - _wandbruntime‚3452  _runtime‚3452‚“Á°ý&  ÷M WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚16779630 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚142028125074432 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 % _timestamp‚1.7848463943370695e+09 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚15635525 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚520378565920256 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1879983484928 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚15635519 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚328 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚144401098238976 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1876804599315 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚15635525 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1875459988085 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2372605073408 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 BDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚32425203 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚32415149 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5550914 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚16789678 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 2372560089600 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 EDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 OBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚10352953 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 K>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚10352625 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚518293937813696 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚32425203 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4801711 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1878638056960 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1878638056960 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚5551237 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚520170742413011 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚16789678 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 PDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587EÓX(³¡ üM ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚32425203 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4801711 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1878638056960 XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 1878638056960 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚5551237 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚520170742413011 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚16789678 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 PDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚16779630 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚142028125074432 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 % _timestamp‚1.7848463943370695e+09 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚15635525 I?DeviceStatsMonitor.on_train_batch_end/active.small_pool.current‚10048 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚520378565920256 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1879983484928 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚15635519 H@DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current‚328 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚144401098238976 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1876804599315 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚15635525 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1875459988085 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2372605073408 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 BDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚32425203 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚32415149 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5550914 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 REDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated‚16789678 ]KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed‚ 2372560089600 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 EDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 OBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚10352953 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed‚0 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 K>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚10352625 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚518293937813696 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096ºVŸ{F2¢ - _wandbruntime‚3452  _runtime‚3452¾~£  &loss/total_loss‚14.523264128588462 2loss/SRqqt1/assignment_loss‚0.7805857495352585 0loss/SRqqt2/detection_loss‚2.162877043859559 1loss/FBt1/assignment_loss‚0.21837810458715587 /loss/FRt2/detection_loss‚0.6022828661984674 epoch‚44 _runtime‚3452.385175813 /loss/FBt1/detection_loss‚1.3772874046254449 0loss/FRt1/assignment_loss‚1.5609100988162823 /loss/FRt2/assignment_loss‚3.328682223299764 2loss/SRqqt2/assignment_loss‚1.3045532374833682 2loss/FBt2/assignment_loss‚0.060708575598122275 /loss/FRt1/detection_loss‚1.3866814974349435 1loss/SRqqt1/detection_loss‚0.7109951730129768 trainer/global_step‚1799 /loss/FBt2/detection_loss‚1.0293221541371202 $ _timestamp‚1.784846394382911e+09 _step‚187-·E$ ¤ † 1loss/SRqqt1/detection_loss‚0.7109951730129768 trainer/global_step‚1799 /loss/FBt2/detection_loss‚1.0293221541371202 $ _timestamp‚1.784846394382911e+09 _step‚187 &loss/total_loss‚14.523264128588462 2loss/SRqqt1/assignment_loss‚0.7805857495352585 0loss/SRqqt2/detection_loss‚2.162877043859559 1loss/FBt1/assignment_loss‚0.21837810458715587 /loss/FRt2/detection_loss‚0.6022828661984674 epoch‚44 _runtime‚3452.385175813 /loss/FBt1/detection_loss‚1.3772874046254449 0loss/FRt1/assignment_loss‚1.5609100988162823 /loss/FRt2/assignment_loss‚3.328682223299764 2loss/SRqqt2/assignment_loss‚1.3045532374833682 2loss/FBt2/assignment_loss‚0.060708575598122275 /loss/FRt1/detection_loss‚1.3866814974349435»MfQ12¥ - _wandbruntime‚3454  _runtime‚3454ÙçMSq7¦ ën 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5765153169631958 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09026886522769928 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 epoch‚44 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.27311402559280396 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5060975551605225 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9430107474327087 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.14140063524246216 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.05795656144618988 particle/accuracy_3_of_4‚1 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5863041281700134 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.26677489280700684 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2447916567325592 *jet/accuracy_2_of_2‚0.1011904776096344 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9707792401313782 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_1‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.38104838132858276 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.14877444505691528 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08327285945415497 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 &particle/f_score‚0.591133177280426 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.12479166686534882 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9773809909820557 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09772727638483047 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3151370882987976 8"Purity/*FRt1SRqqt0FBt/event_purity‚0.315035343170166 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5897297859191895 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 particle/accuracy_2_of_2‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6418478488922119 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ) Purity/2FRt*SRqqt1FBt/FRt_purity‚0.25 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 *jet/accuracy_2_of_4‚0.6291208863258362 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5383971333503723 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 particle/accuracy_1_of_3‚1 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5240616798400879 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5424461364746094 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.35628020763397217 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.4414251148700714 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6464056372642517 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1517857164144516 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 +jet/accuracy_3_of_3‚0.05401140823960304 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09216474741697311 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12829412519931793 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 *jet/accuracy_1_of_3‚0.8880932331085205 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.2916666567325592 7validation_average_jet_accuracy‚0.28150272369384766 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6731182932853699 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 + Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9375 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8548951148986816 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 *jet/accuracy_1_of_4‚0.8901098966598511 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5429754257202148 + Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9375 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.2916666567325592 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 particle/accuracy_2_of_4‚1 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6208102107048035 9"Purity/1FRt0SRqqt0FBt/event_purity‚0.0760105550289154 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.42500001192092896 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 9"Purity/*FRt2SRqqt0FBt/event_purity‚0.1133766770362854 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5411741733551025 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5366958379745483 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5059523582458496 *loss/val_total_loss‚14.632835903442208 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5870934128761292 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.2916666567325592 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 *jet/accuracy_1_of_2‚0.6927909851074219 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10079479217529297 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 4 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.1351318359375 particle/accuracy_1_of_2‚1 +particle/sensitivity‚0.5716870427131653 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 % _timestamp‚1.7848463969083886e+09 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7059524059295654 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_3‚1 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.3333333134651184 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1435064971446991 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 trainer/global_step‚1799 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6681817770004272 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 +jet/accuracy_1_of_1‚0.23377668857574463 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.2110121250152588 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 jet/accuracy_4_of_4‚0 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0729818195104599 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05913536250591278 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6188795566558838 _runtime‚ 3454.91172973 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07408250868320465 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09772727638483047 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6681817770004272 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.13075658679008484 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06724628806114197 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7029632925987244 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5500122308731079 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5500122308731079 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.2916666567325592 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.05413711816072464 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.24038460850715637 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5418286323547363 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015243206173181534 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6431262493133545 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 +jet/accuracy_2_of_3‚0.40016990900039673 +particle/specificity‚0.9017936587333679 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.14824017882347107 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.11172248423099518 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17170344293117523 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5789745450019836 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08421920984983444 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09938861429691315 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08577430248260498 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.024420393630862236 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.11195431649684906 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6303418874740601 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3321572542190552 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 8"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.635765552520752 %particle/accuracy‚0.8314208984375 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 _step‚188 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5476190447807312 particle/accuracy_3_of_3‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.38749998807907104 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 +jet/accuracy_3_of_4‚0.07417582720518112 /particle/accuracy_4_of_4‚0.9258241653442383 7 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.0760105550289154 8"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.543154776096344 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.10725308954715729 particle/accuracy_1_of_4‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.3333333134651184 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6145833730697632 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184¿ÿ*Ò˜0§ ðn 8"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.543154776096344 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.10725308954715729 particle/accuracy_1_of_4‚1 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.3333333134651184 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6145833730697632 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5765153169631958 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.09026886522769928 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 epoch‚44 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.27311402559280396 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5060975551605225 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9430107474327087 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.14140063524246216 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.05795656144618988 particle/accuracy_3_of_4‚1 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5863041281700134 :"Purity/0FRt2SRqqt*FBt/event_purity‚0.26677489280700684 7 Purity/2FRt1SRqqt0FBt/FRt_purity‚0.2447916567325592 *jet/accuracy_2_of_2‚0.1011904776096344 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9707792401313782 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_1‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.38104838132858276 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.14877444505691528 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08327285945415497 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 &particle/f_score‚0.591133177280426 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.12479166686534882 7 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.9773809909820557 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.09772727638483047 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3151370882987976 8"Purity/*FRt1SRqqt0FBt/event_purity‚0.315035343170166 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5897297859191895 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 particle/accuracy_2_of_2‚1 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9800242185592651 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.40993788838386536 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6418478488922119 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ) Purity/2FRt*SRqqt1FBt/FRt_purity‚0.25 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 *jet/accuracy_2_of_4‚0.6291208863258362 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5383971333503723 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 particle/accuracy_1_of_3‚1 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5240616798400879 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5424461364746094 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.35628020763397217 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.4414251148700714 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6464056372642517 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1517857164144516 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 +jet/accuracy_3_of_3‚0.05401140823960304 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.09216474741697311 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12829412519931793 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 *jet/accuracy_1_of_3‚0.8880932331085205 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 7 Purity/1FRt0SRqqt2FBt/FRt_purity‚0.2916666567325592 7validation_average_jet_accuracy‚0.28150272369384766 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6731182932853699 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 + Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9375 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8548951148986816 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 *jet/accuracy_1_of_4‚0.8901098966598511 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5429754257202148 + Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9375 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 7 Purity/1FRt*SRqqt2FBt/FRt_purity‚0.2916666567325592 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 particle/accuracy_2_of_4‚1 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6208102107048035 9"Purity/1FRt0SRqqt0FBt/event_purity‚0.0760105550289154 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 8 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.42500001192092896 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 9"Purity/*FRt2SRqqt0FBt/event_purity‚0.1133766770362854 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5411741733551025 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5366958379745483 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5059523582458496 *loss/val_total_loss‚14.632835903442208 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5870934128761292 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.2916666567325592 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 *jet/accuracy_1_of_2‚0.6927909851074219 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt1FBt/FRt_purity‚0 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.10079479217529297 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8564974069595337 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 4 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.1351318359375 particle/accuracy_1_of_2‚1 +particle/sensitivity‚0.5716870427131653 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 % _timestamp‚1.7848463969083886e+09 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7059524059295654 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 particle/accuracy_2_of_3‚1 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.3333333134651184 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.1435064971446991 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 trainer/global_step‚1799 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.6681817770004272 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9476190209388733 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 +jet/accuracy_1_of_1‚0.23377668857574463 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.2110121250152588 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 jet/accuracy_4_of_4‚0 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0729818195104599 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05913536250591278 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6188795566558838 _runtime‚ 3454.91172973 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07408250868320465 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.09772727638483047 9"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.6681817770004272 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.13075658679008484 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06724628806114197 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7029632925987244 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5500122308731079 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5500122308731079 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.2916666567325592 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.05413711816072464 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.24038460850715637 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5418286323547363 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015243206173181534 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6431262493133545 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 +jet/accuracy_2_of_3‚0.40016990900039673 +particle/specificity‚0.9017936587333679 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.14824017882347107 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.11172248423099518 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17170344293117523 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5789745450019836 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9783178567886353 :"Purity/1FRt0SRqqt*FBt/event_puri WVPÞty‚0.08421920984983444 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09938861429691315 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08577430248260498 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.024420393630862236 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.11195431649684906 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6303418874740601 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3321572542190552 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 8"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.635765552520752 %particle/accuracy‚0.8314208984375 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 _step‚188 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5476190447807312 particle/accuracy_3_of_3‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.38749998807907104 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 +jet/accuracy_3_of_4‚0.07417582720518112 /particle/accuracy_4_of_4‚0.9258241653442383 7 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.0760105550289154¼-%þ¤›¨ ‚(: Ç°ŠÓÒ›š gpu.0.gpu‚0.0 gpu.0.memory‚0+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚41.0 gpu.0.powerWatts‚122.969' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚24.593799999999998 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0Ã~ÛÖ© ‚(:Ë Ç°ŠÓ¡ ù# disk.dm-0.out‚84761.15966796875 disk.rbd3.in‚0! disk.nvme0n1.in‚ 716045.046875# disk.nvme0c0n1.in‚ 716045.046875 disk.sda.out‚ 70.203125* proc.memory.percent‚10.435676574707031 cpu‚25.07236664308434 network.recv‚384555% disk./.usageGB‚1135.1010856628418 disk.sda2.out‚0 disk.dm-1.out‚ 70.203125 disk.rbd3.out‚0$ memory_percent‚88.12424341837564( disk.nvme0c0n1.out‚84761.15966796875 disk.sda3.out‚ 70.203125 disk.rbd1.in‚0& disk.nvme0n1.out‚84761.15966796875( proc.memory.availableMB‚ 2918.5859375 proc.cpu.threads‚17 disk.sda1.in‚0 disk.rbd4.in‚0 disk.sda3.in‚ 42970.6796875! proc.memory.rssMB‚ 2564.671875 disk.dm-0.in‚ 716045.046875 disk.sda1.out‚0 disk.rbd4.out‚0 disk.dm-1.in‚ 42970.6796875 disk.rbd1.out‚0 network.sent‚ 4.572334e+06) disk./.usagePercent‚76.17871467660042 disk.sda2.in‚0 disk.sda.in‚ 42970.6796875S{lxª ‚(:’ Ö°ŠÓ£„ gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚293.425' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚58.684999999999995 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0¡@_Õ« ‚(:Ê Ö°ŠÓÈÞÌ% disk./.usageGB‚1134.8573837280273& disk.nvme0c0n1.out‚85163.314453125 proc.cpu.threads‚17 disk.sda2.in‚0 disk.sda2.out‚0 disk.sda1.out‚0 disk.rbd1.out‚0! proc.memory.rssMB‚ 2564.671875% disk.nvme0c0n1.in‚716695.08203125 disk.sda1.in‚0 disk.sda3.in‚ 43905.71875 disk.sda3.out‚ 70.5078125$ memory_percent‚88.12499046325684 network.recv‚387800 disk.rbd4.out‚0$ disk.nvme0n1.out‚85163.322265625 cpu‚25.073761092271752 network.sent‚ 4.644182e+06! disk.dm-0.out‚85163.322265625 disk.dm-1.in‚ 43905.71875 disk.rbd1.in‚0) disk./.usagePercent‚76.16235939301129 disk.dm-0.in‚716695.08203125 disk.rbd4.in‚0# disk.nvme0n1.in‚716695.08203125 disk.rbd3.out‚0 disk.sda.in‚ 43905.71875 disk.sda.out‚ 70.5078125) proc.memory.availableMB‚ 2918.40234375 disk.dm-1.out‚ 70.5078125 disk.rbd3.in‚0* proc.memory.percent‚10.435676574707031¼Ði”¬ ‚(:‰ ä°ŠÓÔÄÔÜ gpu.0.gpu‚100.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚360.663' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚72.1326 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0”Žã²Ø­ ‚(:Í å°ŠÓ±áû& disk.nvme0c0n1.out‚85229.322265625 network.sent‚ 4.646408e+06$ disk./.usageGB‚1134.215244293213 disk.rbd1.out‚0 disk.dm-0.in‚719109.0390625 disk.rbd4.in‚0 cpu‚25.075148445353673) proc.memory.availableMB‚ 2918.46484375 disk.sda3.in‚44320.81640625 disk.sda.out‚ 70.6171875 disk.dm-1.out‚ 70.6171875 disk.rbd3.in‚0# memory_percent‚88.1247361501058 proc.cpu.threads‚17" disk.nvme0n1.in‚719109.0390625 network.recv‚389065( disk./.usagePercent‚76.1192642383989! disk.dm-0.out‚85229.322265625 disk.sda2.out‚0 disk.rbd4.out‚0 disk.sda3.out‚ 70.6171875 disk.dm-1.in‚44320.81640625$ disk.nvme0n1.out‚85229.322265625! proc.memory.rssMB‚ 2564.671875* proc.memory.percent‚10.435676574707031 disk.rbd3.out‚0 disk.rbd1.in‚0 disk.sda.in‚44320.81640625 disk.sda2.in‚0 disk.sda1.in‚0 disk.sda1.out‚0$ disk.nvme0c0n1.in‚719109.0390625Û¸Û#œ® ‚(:‘ ô°ŠÓˆÞ gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚51.0 gpu.0.powerWatts‚312.847' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚62.569399999999995 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0W‚1ä¯ ‚(:Ù ô°ŠÓ‹í™% disk./.usageGB‚1134.4297637939453 disk.rbd3.out‚0% disk.nvme0c0n1.in‚720984.24609375 cpu‚25.076245640644153) disk./.usagePercent‚76.13366103534082# disk.nvme0n1.in‚720984.24609375 disk.sda.out‚ 70.80859375 disk.sda2.in‚0 disk.sda3.out‚ 70.80859375* proc.memory.percent‚10.435676574707031 disk.sda1.in‚0 disk.sda1.out‚0 disk.rbd1.in‚0& proc.memory.availableMB‚ 2918.21875 disk.sda.in‚44320.81640625 disk.rbd4.in‚0 disk.dm-0.in‚720984.24609375 disk.rbd4.out‚0 disk.sda3.in‚44320.81640625! proc.memory.rssMB‚ 2564.671875 disk.rbd3.in‚0( disk.nvme0c0n1.out‚85449.51416015625 disk.sda2.out‚0 proc.cpu.threads‚17 network.recv‚390237 disk.dm-1.in‚44320.81640625 disk.dm-1.out‚ 70.80859375 network.sent‚ 4.649914e+06& disk.nvme0n1.out‚85449.51416015625# disk.dm-0.out‚85449.51416015625 disk.rbd1.out‚0$ memory_percent‚88.12573750813803ôÿ‘° ‚(:† ƒ±ŠÓè¯A gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚317.851' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚63.5702 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0-D,ã± ‚(:Ø ƒ±ŠÓß » network.sent‚ 4.652179e+06 disk.rbd3.in‚0 disk.sda.out‚ 70.97265625* proc.memory.percent‚10.435676574707031 network.recv‚391517% disk./.usageGB‚1134.4297065734863 disk.dm-1.in‚44320.81640625 disk.sda1.in‚0 disk.rbd4.out‚0 disk.dm-1.out‚ 70.97265625 disk.rbd3.out‚0( disk.nvme0c0n1.out‚85449.76416015625 disk.rbd4.in‚0 disk.sda3.out‚ 70.97265625 disk.rbd1.in‚0 disk.rbd1.out‚0& disk.nvme0n1.out‚85449.76416015625 disk.sda.in‚44320.81640625 disk.sda2.in‚0$ memory_percent‚88.12472025553384) disk./.usagePercent‚76.13365719517094% disk.nvme0c0n1.in‚723322.56640625# disk.dm-0.out‚85449.76416015625 disk.sda1.out‚0 cpu‚25.07738864069354 proc.cpu.threads‚17 disk.sda3.in‚44320.81640625# disk.nvme0n1.in‚723322.56640625 disk.dm-0.in‚723321.69140625 disk.sda2.out‚0& proc.memory.availableMB‚ 2918.46875! proc.memory.rssMB‚ 2564.671875cHY2² - _wandbruntime‚3528  _runtime‚35284<‚Fp7³ ên ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5512653589248657 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6545599102973938 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1339285671710968 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.4414251148700714 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5843719244003296 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 , Purity/2FRt1SRqqt0FBt/FRt_purity‚0.21875 *jet/accuracy_2_of_4‚0.6675823926925659 'particle/f_score‚0.5916315317153931 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.41330644488334656 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5481185913085938 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.718181848526001 *jet/accuracy_1_of_2‚0.6973792910575867 +particle/specificity‚0.9013803005218506 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5441861152648926 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.04772727191448212 particle/accuracy_2_of_2‚1 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9513441324234009 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.3157365918159485 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5240616798400879 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5817140340805054 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 particle/accuracy_1_of_1‚1 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.21688035130500793 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 jet/accuracy_4_of_4‚0 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.12532468140125275 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10315287113189697 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 particle/accuracy_3_of_3‚1 _step‚189 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09878236800432205 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9827866554260254 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 particle/accuracy_2_of_4‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5917642116546631 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.10444079339504242 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.058741405606269836 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_4‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 *jet/accuracy_1_of_3‚0.8862725496292114 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.14254049956798553 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3160282373428345 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08832240104675293 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 $ _timestamp‚1.784846470886442e+09 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 +jet/accuracy_3_of_3‚0.05868430435657501 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08626420050859451 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9821428656578064 particle/accuracy_2_of_3‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.1487545669078827 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6698564291000366 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.629349946975708 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 particle/accuracy_3_of_4‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9559524059295654 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.13187436759471893 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.06305407732725143 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17142444849014282 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5002706050872803 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6516099572181702 +jet/accuracy_3_of_4‚0.07417582720518112 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5512653589248657 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 trainer/global_step‚1839 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.35628020763397217 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.024420393630862236 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 epoch‚45 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5366958379745483 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 /particle/accuracy_4_of_4‚0.9258241653442383 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08420568704605103 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9816962480545044 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8548951148986816 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04881796985864639 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5418286323547363 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_4‚0.8901098966598511 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07310785353183746 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.2107524275779724 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5946097373962402 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5424461364746094 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 +jet/accuracy_2_of_3‚0.40951573848724365 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5567099452018738 (particle/accuracy‚0.8313801884651184 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6744565367698669 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3151370882987976 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6277202367782593 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6495726108551025 7validation_average_jet_accuracy‚0.28258460760116577 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.07246597856283188 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5002835988998413 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07547071576118469 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07547071576118469 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12491436302661896 +jet/accuracy_1_of_1‚0.23448440432548523 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08869555592536926 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6988310813903809 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.718181848526001 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09143517911434174 particle/accuracy_1_of_2‚1 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.13544803857803345 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06722917407751083 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09824270009994507 6 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.985714316368103 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 +particle/sensitivity‚0.5730122327804565 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 (loss/val_total_loss‚14.7336070167004 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.09812499582767487 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5452153086662292 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5520833730697632 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.04772727191448212 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.38749998807907104 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6354166269302368 +jet/accuracy_2_of_2‚0.09887565672397614 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08419786393642426 _runtime‚3528.889614495 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5853832960128784 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015243206173181534 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1ó“•Û%´ ïn +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 particle/accuracy_3_of_3‚1 _step‚189 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09878236800432205 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9827866554260254 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 particle/accuracy_2_of_4‚1 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5917642116546631 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.10444079339504242 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.058741405606269836 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_4‚1 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 *jet/accuracy_1_of_3‚0.8862725496292114 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.14254049956798553 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3160282373428345 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08832240104675293 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 $ _timestamp‚1.784846470886442e+09 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 +jet/accuracy_3_of_3‚0.05868430435657501 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08626420050859451 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9821428656578064 particle/accuracy_2_of_3‚1 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 particle/accuracy_1_of_3‚1 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/*FRt0SRqqt*FBt/event_purity‚0.1487545669078827 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6698564291000366 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 7 Purity/*FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.629349946975708 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 particle/accuracy_3_of_4‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9559524059295654 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.13187436759471893 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.06305407732725143 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17142444849014282 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5002706050872803 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6516099572181702 +jet/accuracy_3_of_4‚0.07417582720518112 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5512653589248657 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.4749999940395355 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 trainer/global_step‚1839 :"Purity/1FRt*SRqqt1FBt/event_purity‚0.35628020763397217 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.024420393630862236 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 epoch‚45 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5366958379745483 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 /particle/accuracy_4_of_4‚0.9258241653442383 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08420568704605103 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9816962480545044 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8548951148986816 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.04881796985864639 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5418286323547363 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_4‚0.8901098966598511 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07310785353183746 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.2107524275779724 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5946097373962402 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5424461364746094 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 +jet/accuracy_2_of_3‚0.40951573848724365 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5567099452018738 (particle/accuracy‚0.8313801884651184 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6744565367698669 9"Purity/*FRt1SRqqt*FBt/event_purity‚0.3151370882987976 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6277202367782593 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6495726108551025 7validation_average_jet_accuracy‚0.28258460760116577 :"Purity/*FRt0SRqqt0FBt/event_purity‚0.07246597856283188 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5002835988998413 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07547071576118469 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07547071576118469 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12491436302661896 +jet/accuracy_1_of_1‚0.23448440432548523 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08869555592536926 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.6988310813903809 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 8"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.718181848526001 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09143517911434174 particle/accuracy_1_of_2‚1 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.13544803857803345 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06722917407751083 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09824270009994507 6 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.985714316368103 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 +particle/sensitivity‚0.5730122327804565 & Purity/*FRt0SRqqt1FBt/FBt_pÀÿ–’šurity‚1 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 (loss/val_total_loss‚14.7336070167004 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.09812499582767487 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5452153086662292 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5520833730697632 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.04772727191448212 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.38749998807907104 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6354166269302368 +jet/accuracy_2_of_2‚0.09887565672397614 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08419786393642426 _runtime‚3528.889614495 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5853832960128784 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015243206173181534 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5512653589248657 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6545599102973938 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1339285671710968 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 7 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.4414251148700714 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5843719244003296 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 , Purity/2FRt1SRqqt0FBt/FRt_purity‚0.21875 *jet/accuracy_2_of_4‚0.6675823926925659 'particle/f_score‚0.5916315317153931 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.41330644488334656 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5481185913085938 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.718181848526001 *jet/accuracy_1_of_2‚0.6973792910575867 +particle/specificity‚0.9013803005218506 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5441861152648926 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.04772727191448212 particle/accuracy_2_of_2‚1 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9513441324234009 9"Purity/*FRt1SRqqt0FBt/event_purity‚0.3157365918159485 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5240616798400879 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5817140340805054 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 particle/accuracy_1_of_1‚1 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.21688035130500793 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 jet/accuracy_4_of_4‚0 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.12532468140125275 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10315287113189697 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1½®•A‘µ ‚(:† ’±ŠÓƒÙW gpu.0.gpu‚79.0 gpu.0.memory‚24+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚50.0 gpu.0.powerWatts‚135.403' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚27.0806 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0oM<>Ö¶ ‚(:Ë ’±ŠÓœýº disk.rbd4.in‚0( disk.nvme0c0n1.out‚86419.65478515625 disk.dm-0.in‚ 724626.078125 cpu‚25.07650959893499 disk.rbd4.out‚0 disk.sda3.out‚ 71.1953125$ memory_percent‚88.12581698099771* proc.memory.percent‚10.435676574707031 network.recv‚391649$ disk./.usageGB‚1134.433506011963 disk.sda2.in‚0 disk.sda2.out‚0 disk.rbd3.out‚0& disk.nvme0n1.out‚86419.65478515625! proc.memory.rssMB‚ 2564.671875) disk./.usagePercent‚76.13391218245206 disk.rbd1.out‚0 disk.sda.in‚ 44732.953125 disk.sda.out‚ 71.1953125 disk.sda1.out‚0# disk.nvme0c0n1.in‚ 724626.078125 disk.sda3.in‚ 44732.953125 disk.dm-1.out‚ 71.1953125 disk.rbd3.in‚0# disk.dm-0.out‚86419.65478515625 disk.sda1.in‚0 disk.dm-1.in‚ 44732.953125! disk.nvme0n1.in‚ 724626.078125 proc.cpu.threads‚17 network.sent‚ 4.654217e+06 disk.rbd1.in‚0) proc.memory.availableMB‚ 2918.19921875¿/„&2· - _wandbruntime‚3548  _runtime‚3548<ãhSŸ ¿ _step‚190 & lr-AdamW/pg1‚1.706966305461181e-06 & lr-AdamW/pg2‚1.706966305461181e-06 trainer/global_step‚1849 # _timestamp‚1.78484649040175e+09 _runtime‚3548.404271092$ðʹ Ä & lr-AdamW/pg1‚1.706966305461181e-06 & lr-AdamW/pg2‚1.706966305461181e-06 trainer/global_step‚1849 # _timestamp‚1.78484649040175e+09 _runtime‚3548.404271092 _step‚190¾=ÛÈX2º - _wandbruntime‚3548  _runtime‚3548Y2kó'» íO F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 trainer/global_step‚1849 _step‚191 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚17252886 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚17242852 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚16071060 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚532898176022528 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1931757245440 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚148331220419584 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚5704184 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚17252886 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 400499200 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚16071060 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚16071054 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1930411824640 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚534613488095033 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 BDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚534828587847168 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚532898202195968 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚33323946 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚145892670256128 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5703941 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2438582571520 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚532686367914768 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864õù5Fø'¼ òO \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚532898176022528 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1931757245440 IDeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚148331220419584 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚5704184 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚17252886 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 400499200 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚16071060 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚16071054 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1930411824640 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚534613488095033 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 BDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚534828587847168 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚532898202195968 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚33323946 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚145892670256128 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5703941 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2438582571520 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚532686367914768 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 trainer/global_step‚1849 _step‚191 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚17252886 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 G>DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚17242852 TGDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated‚16071060¿ÂP2½ - _wandbruntime‚3549  _runtime‚3549uSuq¢¾ ÷M T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚535109891247104 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1929511021103 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚33331355 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚16079427 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4935620 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1931434332672 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚145971624713216 % _timestamp‚1.7848464918634255e+09 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1932779760640 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 P8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚33341409 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚17251934 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚34498048 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 trainer/global_step‚1849 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚5707200 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚534893310670449 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚17251934 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚533177111486464 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚148411125539840 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚145971256622080 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 _runtime‚3549.866748045 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 WCD%ïÕ†[eviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚534894680709647 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚16079421 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1928166409873 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 _step‚192 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4935615 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 EDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚33341409 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5706956 BDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚10642571 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864‹yf'¿ üM PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚532965169688544 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚532965144260576 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚535109891247104 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 P8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚33341409 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚17251934 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚34498048 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 trainer/global_step‚1849 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚5707200 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚534893310670449 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚17251934 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚533177111486464 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚148411125539840 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚145971256622080 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 RCDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak‚ 1381144064 UHDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current‚25427968 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 _runtime‚3549.866748045 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 MGDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current‚5 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚534894680709647 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚16079421 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1928166409873 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 _step‚192 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚4935615 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 EDeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚33341409 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5706956 BDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚10642571 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 T@DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated‚535109891247104 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1929511021103 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚33331355 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚16079427 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚4935620 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1931434332672 cODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated‚145971624713216 % _timestamp‚1.7848464918634255e+09 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 1932779760640 FDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚549191891750400 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2504320026624 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1979050760531 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚17706980 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚549193263344640 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 410984960 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚152333172311552 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚547209487009792 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚42893824 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚34209160 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚546992002768624 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 trainer/global_step‚1899 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1980395371649 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚547209513183232 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1983750161408 M@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚10924028 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚547209513183232 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚16502180 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1982404740608 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚546992028196592 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 _step‚196 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚34219200 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚152333583296512 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚548971053529155 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚149828895178752 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚17717014 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚301 QDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚10924334 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1983750161408 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 % _timestamp‚1.7848465793033574e+09 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚5065927 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚5065932 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚16502180 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚17706980 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5858101 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 _runtime‚3637.309445587 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚306 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚5858402 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚16502186 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440*Òó× òO ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 1982404740608 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚546992028196592 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 YIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current‚ 47515172864 _step‚196 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚34219200 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚152333583296512 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚548971053529155 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚149828895178752 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚17717014 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚301 QDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚10924334 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 UFDeviceStatsMonitor.on_train_batch_start/reserved³!5 _bytes.small_pool.peak‚ 1725956096 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 1983750161408 LFDeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated‚0 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 % _timestamp‚1.7848465793033574e+09 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚5065927 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 O@DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current‚ 1371594240 RCDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current‚ 1371594240 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 A8DeviceStatsMonitor.on_train_batch_start/segment.all.peak‚2004 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚5065932 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚16502180 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚17706980 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚5858101 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 _runtime‚3637.309445587 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚306 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚5858402 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚16502186 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 60DeviceStatsMonitor.on_train_batch_start/num_ooms‚0 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚549193263344640 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 1982404740608 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚17717014 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 A7DeviceStatsMonitor.on_train_batch_start/active.all.peak‚12269 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚549191891750400 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2504320026624 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 1979050760531 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚17706980 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚549193263344640 VHDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current‚ 410984960 D>DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚152333172311552 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚547209487009792 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚42893824 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚34209160 A8DeviceStatsMonitor.on_train_batch_start/num_device_alloc‚2004 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚546992002768624 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 trainer/global_step‚1899 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 1980395371649 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚547209513183232 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ^LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated‚ 1983750161408 M@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚10924028 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚547209513183232 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚16502180ÄPEóe2Ø - _wandbruntime‚3638  _runtime‚3638~ryÃü&Ù öM YJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak‚ 1123180544 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 EDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚547270829970368 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚16510547 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚34226609 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1980071562171 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚549473195150336 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1981416173401 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 % _timestamp‚1.7848465807168899e+09 _step‚197 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚34236663 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚5068567 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚295 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1983427248640 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 _runtime‚ 3638.71969349 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚549471823548928 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 K>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚10929653 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚547488422473728 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚16510553 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 trainer/global_step‚1899 OBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚10929953 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5861086 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚547488396300288 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1984772676608 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2505594967040 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚152413444602880 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚149907481544704 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚549252246143769 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚547488422473728 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚549250876104571 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚16510547 PDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚10929653 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚547488422473728 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 PADeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current‚ 1371601408 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚16510553 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 trainer/global_step‚1899 OBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚10929953 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚5861086 XJDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak‚ 320960000 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 FDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚547488396300288 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 1984772676608 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2505594967040 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚152413444602880 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚149907481544704 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚549252246143769 ?5DeviceStatsMonitor.on_train_batch_end/active.all.peak‚12269 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚547488422473728 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚549250876104571 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚16510547 PDeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚547270829970368 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚16510547 F=DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak‚1181 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 G:DeviceStatsMonitor.on_train_batch_end/allocation.all.freed‚34226609 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 1980071562171 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚549473195150336 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 1981416173401 TEDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak‚ 1679331882 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 % _timestamp‚1.7848465807168899e+09 _step‚197 B8DeviceStatsMonitor.on_train_batch_end/active.all.current‚10054 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚34236663 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚5068567 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚295 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 TEDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current‚ 1345427968 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 1983427248640 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 JBDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated‚823 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 _runtime‚ 3638.71969349Å$2j/2Û - _wandbruntime‚3638  _runtime‚3638±X™ Ü ÿ 0loss/FRt1/assignment_loss‚1.6265478178729182 1loss/SRqqt1/assignment_loss‚0.768656981984793 1loss/FBt2/assignment_loss‚0.07721223822110125 1loss/SRqqt1/detection_loss‚0.7828996191730333 0loss/SRqqt2/detection_loss‚2.190588707440948 /loss/FBt1/detection_loss‚1.3845698615524518 _runtime‚ 3638.77486629 2loss/SRqqt2/assignment_loss‚1.3399062390517757 /loss/FRt2/detection_loss‚0.6196168278941921 /loss/FBt2/detection_loss‚1.0158607602458154 0loss/FRt2/assignment_loss‚3.2979062721218577 0loss/FBt1/assignment_loss‚0.3380153412010124 % _timestamp‚1.7848465807726038e+09 _step‚198 /loss/FRt1/detection_loss‚1.4919190277956227 &loss/total_loss‚14.933699694555521 epoch‚47 trainer/global_step‚1899mC~v Ý „ 0loss/FRt1/assignment_loss‚1.6265478178729182 1loss/SRqqt1/assignment_loss‚0.768656981984793 1loss/FBt2/assignment_loss‚0.07721223822110125 1loss/SRqqt1/detection_loss‚0.7828996191730333 0loss/SRqqt2/detection_loss‚2.190588707440948 /loss/FBt1/detection_loss‚1.3845698615524518 _runtime‚ 3638.77486629 2loss/SRqqt2/assignment_loss‚1.3399062390517757 /loss/FRt2/detection_loss‚0.6196168278941921 /loss/FBt2/detection_loss‚1.0158607602458154 0loss/FRt2/assignment_loss‚3.2979062721218577 0loss/FBt1/assignment_loss‚0.3380153412010124 % _timestamp‚1.7848465807726038e+09 _step‚198 /loss/FRt1/detection_loss‚1.4919190277956227 &loss/total_loss‚14.933699694555521 epoch‚47 trainer/global_step‚1899Æ&@Ø’Þ ‚(:‡ û±ŠÓª•ç gpu.0.gpu‚99.0 gpu.0.memory‚30+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚304.643' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚60.9286 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0Œ}_éß ‚(:Þ û±ŠÓž–ú disk.sda3.out‚ 72.33984375 disk.rbd1.in‚0 disk.rbd1.out‚0& disk.nvme0n1.out‚89874.82568359375* proc.memory.percent‚10.436073939005535% disk.nvme0c0n1.in‚741677.04296875) proc.memory.availableMB‚ 2917.78515625 disk.rbd4.out‚0 proc.cpu.threads‚17 disk.dm-0.in‚741677.04296875$ memory_percent‚88.12750180562338 disk.dm-1.in‚45597.80859375 disk.dm-1.out‚ 72.33984375 network.recv‚410055) disk./.usagePercent‚76.20077466057647% disk./.usageGB‚1135.4297904968262 disk.sda2.out‚0 disk.sda1.in‚0 disk.sda1.out‚0 disk.rbd3.in‚0# disk.nvme0n1.in‚741677.04296875 disk.sda.in‚45597.80859375 disk.sda.out‚ 72.33984375 cpu‚25.082505586077033 network.sent‚ 4.828929e+06 disk.rbd4.in‚0# disk.dm-0.out‚89874.82568359375# proc.memory.rssMB‚ 2564.76953125 disk.sda2.in‚0 disk.sda3.in‚45597.80859375 disk.rbd3.out‚0( disk.nvme0c0n1.out‚89874.82568359375¨,‚›à ‚(: Š²ŠÓìêL gpu.0.gpu‚99.0 gpu.0.memory‚33+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚53.0 gpu.0.powerWatts‚363.907' gpu.0.enforcedPowerLimitWatts‚500.0( gpu.0.powerPercent‚72.78139999999999 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0tàè[çá ‚(:Ü Š²ŠÓΊ¡ disk.dm-1.out‚ 72.47265625 disk.rbd1.in‚0# memory_percent‚88.1275494893392 network.recv‚412065 disk.sda.out‚ 72.47265625 disk.dm-0.in‚742598.66796875# disk.nvme0n1.in‚742598.79296875& disk.nvme0n1.out‚89875.20947265625 disk.sda2.out‚0 proc.cpu.threads‚17) disk./.usagePercent‚76.20077466057647 disk.sda3.in‚46343.62109375 disk.rbd3.out‚0 disk.sda.in‚46343.62109375% disk.nvme0c0n1.in‚742598.79296875 cpu‚25.083715798164793 disk.sda3.out‚ 72.47265625 disk.rbd1.out‚0 disk.rbd3.in‚0( disk.nvme0c0n1.out‚89875.20947265625 disk.sda1.out‚0* proc.memory.percent‚10.436073939005535 network.sent‚ 4.887586e+06% disk./.usageGB‚1135.4297904968262 disk.sda2.in‚0 disk.rbd4.in‚0# proc.memory.rssMB‚ 2564.76953125 disk.rbd4.out‚0( proc.memory.availableMB‚ 2917.7734375 disk.dm-1.in‚46343.62109375# disk.dm-0.out‚89875.20947265625 disk.sda1.in‚0 ‘Q 2â - _wandbruntime‚3673  _runtime‚3673Oø4}v’Ç'[7ã Ön particle/accuracy_1_of_3‚1 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5229530334472656 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 :"Purity/1FRt*SRqqt0FBt/event_purity‚0.05913536250591278 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5430393218994141 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06800167262554169 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09863323718309402 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3780193328857422 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 *jet/accuracy_1_of_3‚0.8909454941749573 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.13441558182239532 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 particle/accuracy_1_of_2‚1 +particle/sensitivity‚0.5713140964508057 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.13969066739082336 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5530929565429688 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10616491734981537 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9816962480545044 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9821428656578064 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.024420393630862236 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 +jet/accuracy_1_of_1‚0.23448440432548523 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5062229633331299 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.46316424012184143 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 particle/accuracy_1_of_4‚1 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12153460085391998 epoch‚47 *loss/val_total_loss‚14.667888006743997 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5406818389892578 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.6306222677230835 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.06837322562932968 *jet/accuracy_1_of_4‚0.8901098966598511 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6515414714813232 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6744565367698669 7validation_average_jet_accuracy‚0.28275683522224426 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6545387506484985 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9827866554260254 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 +jet/accuracy_3_of_4‚0.07417582720518112 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07408250868320465 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.0760105550289154 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 *jet/accuracy_2_of_3‚0.4141886234283447 #particle/accuracy‚ 0.83154296875 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 +jet/accuracy_3_of_3‚0.05868430435657501 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5844888687133789 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015243206173181534 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5612553954124451 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.31448179483413696 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/*FRt*SRqqt*FBt/event_purity‚0.2110121250152588 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6354166269302368 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.12861689925193787 9"Purity/1FRt0SRqqt0FBt/event_purity‚0.0760105550289154 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7033355236053467 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9513441324234009 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 _step‚199 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.05413711816072464 trainer/global_step‚1919 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.42943549156188965 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08562883734703064 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08525237441062927 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08731871843338013 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 +particle/specificity‚0.9020517468452454 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 6 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.985714316368103 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 particle/accuracy_2_of_2‚1 particle/accuracy_3_of_3‚1 % _timestamp‚1.7848466152040403e+09 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31504976749420166 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5062500238418579 _runtime‚3673.207414386 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 particle/accuracy_1_of_1‚1 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09946589171886444 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 particle/accuracy_2_of_3‚1 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.10479167103767395 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 particle/accuracy_2_of_4‚1 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5500458478927612 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5849177837371826 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.21688035130500793 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.04772727191448212 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 *jet/accuracy_2_of_4‚0.6675823926925659 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 8"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.718181848526001 +jet/accuracy_2_of_2‚0.09999173134565353 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5822386741638184 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08832572400569916 jet/accuracy_4_of_4‚0 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 8"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.593908429145813 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 /particle/accuracy_4_of_4‚0.9258241653442383 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9559524059295654 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3160282373428345 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 8"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.718181848526001 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 *jet/accuracy_1_of_2‚0.6961805820465088 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09452160447835922 particle/accuracy_3_of_4‚1 'particle/f_score‚0.5911532640457153 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17142613232135773 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1324717402458191 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5500458478927612 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1428571492433548 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6495726108551025 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.11101973801851273 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5063811540603638 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08904668688774109 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5366958379745483 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5424461364746094 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6290155649185181 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5565476417541504 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6698564291000366 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.14968447387218475 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5910922288894653 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5501196384429932 , Purity/2FRt1SRqqt0FBt/FRt_purity‚0.21875 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.04772727191448212 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0729818195104599 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625ïSýDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚563555195653632 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 2034397656576 M@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚11210601 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 trainer/global_step‚1949 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 _runtime‚3724.094492915 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚6012036 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚563556567247872 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚16933306 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚563328618963277 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚561297663050448 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 WJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current‚26173440 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚18181142 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚6011722 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚16933312 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚16933306 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 % _timestamp‚1.7848466660882328e+09 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 2032300523947 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 2030955912829 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚561520797997056 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚314 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚156334997100544 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚561520824170496 IDeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚18181142 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚6011722 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚16933312 MDDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated‚1181 WGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak‚ 46288510976 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 [LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak‚ 1123180544 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚16933306 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 ?9DeviceStatsMonitor.on_train_batch_start/segment.all.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 % _timestamp‚1.7848466660882328e+09 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 2032300523947 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 2030955912829 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚561520797997056 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚314 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚156334997100544 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚561520824170496 IDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 R>DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚563555195653632 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 2034397656576 M@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚11210601 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 trainer/global_step‚1949 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 _runtime‚3724.094492915 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚6012036 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 [KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated‚ 47515172864 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚563556567247872 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚16933306 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚563328618963277 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚561297663050448 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6ɹ'H<2ó - _wandbruntime‚3725  _runtime‚3725:­zÝý&ô ÷M NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚16941679 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 2035420164608 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 2031976714469 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚563835127452160 K>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚11216181 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚6014977 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚563609811577891 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚561576464824224 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚156414854118400 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚563608441538693 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚16941673 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚315 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚35131917 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚561576490252192 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚16941679 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚16941673 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚5201519 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2571190537728 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚35131917 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚18190238 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚561799733460992 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 % _timestamp‚1.7848466675355635e+09 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚35121863 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 _runtime‚3725.538691148 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 EDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 2036765592576 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚18180190 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚42886656 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 trainer/global_step‚1949 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 FDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 D;DeviceStatsMonitor.on_train_batch_end/segment.all.allocated‚2004 \JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated‚ 2036765592576 ICDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current‚6 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚18180190 ZMDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current‚42886656 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 trainer/global_step‚1949 [MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current‚ 368091136 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 FDeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 UCDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed‚ 2035420164608 HBDeviceStatsMonitor.on_train_batch_end/oversize_allocations.current‚0 XFDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed‚ 2031976714469 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 REDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current‚26173440 QBDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak‚ 1680157184 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚563835127452160 K>DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚11216181 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated‚6014977 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚563609811577891 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚561576464824224 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 XDDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed‚156414854118400 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 S?DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed‚563608441538693 4.DeviceStatsMonitor.on_train_batch_end/num_ooms‚0 JDDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated‚0 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚16941673 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚315 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 ?6DeviceStatsMonitor.on_train_batch_end/segment.all.peak‚2004 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 G:DeviceStatsMonitor.on_train_batch_end/active.all.allocated‚35131917 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 ^JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated‚561576490252192 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚16941679 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚16941673 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚5201519 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 aODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated‚ 2571190537728 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚35131917 TFDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current‚ 410977792 =7DeviceStatsMonitor.on_train_batch_end/segment.all.freed‚0 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 NADeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated‚18190238 ^JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated‚561799733460992 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 H@DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current‚823 % _timestamp‚1.7848466675355635e+09 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚35121863 PADeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current‚ 1370039198 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 _runtime‚3725.538691148 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 EÌú ‚(:Á Õ²ŠÓýº£ disk.sda2.in‚0 disk.rbd4.out‚0$ memory_percent‚96.03603680928549* proc.memory.percent‚10.436121622721355 network.sent‚ 4.948096e+06 disk.rbd3.out‚0 disk.sda2.out‚0 disk.dm-1.out‚ 73.671875 disk.rbd1.in‚0 disk.rbd1.out‚0 disk.rbd3.in‚0 network.recv‚418372$ disk./.usageGB‚1135.429531097412( disk.nvme0c0n1.out‚91816.34716796875 disk.dm-0.in‚ 749572.1875# disk.dm-0.out‚91816.34716796875 disk.nvme0n1.in‚ 749572.1875 disk.sda1.out‚0 disk.sda3.in‚ 47647.234375( proc.memory.availableMB‚ 974.18359375 proc.memory.rssMB‚ 2564.78125 cpu‚25.086491403912152& disk.nvme0n1.out‚91816.34716796875 disk.sda.in‚ 47647.234375! disk.nvme0c0n1.in‚ 749572.1875 disk.rbd4.in‚0 disk.sda1.in‚0 disk.sda3.out‚ 73.671875 disk.dm-1.in‚ 47647.234375 proc.cpu.threads‚17) disk./.usagePercent‚76.20075725180627 disk.sda.out‚ 73.6718757ã¨/2û - _wandbruntime‚3744  _runtime‚3744G˜MGb7ü Ün ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.04772727191448212 jet/accuracy_4_of_4‚0 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 6 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.985714316368103 /particle/accuracy_4_of_4‚0.9258241653442383 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6498857736587524 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9827866554260254 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5612553954124451 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 particle/accuracy_1_of_3‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.10479167103767395 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.21688035130500793 *jet/accuracy_1_of_2‚0.6950644850730896 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 +jet/accuracy_3_of_3‚0.05868430435657501 particle/accuracy_1_of_4‚1 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5843719244003296 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7033355236053467 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 'particle/f_score‚0.5920458436012268 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5565476417541504 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6744565367698669 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 +jet/accuracy_1_of_1‚0.23448440432548523 particle/accuracy_1_of_2‚1 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5424461364746094 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08576362580060959 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 % _timestamp‚1.7848466863088531e+09 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.21126657724380493 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5932216644287109 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9821428656578064 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.06837322562932968 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07456327974796295 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 +particle/sensitivity‚0.5730166435241699 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07653909921646118 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5062500238418579 +jet/accuracy_3_of_4‚0.07417582720518112 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 *jet/accuracy_2_of_4‚0.6675823926925659 particle/accuracy_3_of_3‚1 particle/accuracy_3_of_4‚1 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5817140340805054 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09900665283203125 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.13441558182239532 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0734853446483612 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 %particle/accuracy‚0.8316650390625 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09979812055826187 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 )loss/val_total_loss‚14.68611036843412 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.718181848526001 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.42943549156188965 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 +jet/accuracy_2_of_3‚0.40951573848724365 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10616491734981537 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1324717402458191 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.059522658586502075 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5530929565429688 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9513441324234009 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08782996237277985 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5500458478927612 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.46316424012184143 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6495726108551025 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.12861689925193787 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07653909921646118 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9816962480545044 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 particle/accuracy_2_of_4‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12153460085391998 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 particle/accuracy_1_of_1‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3780193328857422 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.024420393630862236 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09452160447835922 8"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.718181848526001 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.31448179483413696 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.13969066739082336 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5366958379745483 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08939079940319061 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5406818389892578 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 +jet/accuracy_2_of_2‚0.09999173134565353 7validation_average_jet_accuracy‚0.28254348039627075 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5500458478927612 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6698564291000366 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 +particle/specificity‚0.9017411470413208 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5062229633331299 _step‚204 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6277202367782593 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.629349946975708 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08871302753686905 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1428571492433548 _runtime‚3744.312295337 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06837508827447891 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015243206173181534 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.05413711816072464 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08609525859355927 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3160282373428345 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5501196384429932 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 trainer/global_step‚1959 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 particle/accuracy_2_of_2‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5430393218994141 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 *jet/accuracy_1_of_3‚0.8909454941749573 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31504976749420166 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5844888687133789 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_2_of_3‚1 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5904369354248047 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9559524059295654 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.11101973801851273 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6529206037521362 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 , Purity/2FRt1SRqqt0FBt/FRt_purity‚0.21875 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_4‚0.8901098966598511 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.04772727191448212 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17170175909996033 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.15013451874256134 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6354166269302368 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 epoch‚48 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5229530334472656 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5063811540603638 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184¸úØpý án 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5843719244003296 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7033355236053467 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 'particle/f_score‚0.5920458436012268 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5565476417541504 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6744565367698669 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 +jet/accuracy_1_of_1‚0.23448440432548523 particle/accuracy_1_of_2‚1 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5424461364746094 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08576362580060959 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 % _timestamp‚1.7848466863088531e+09 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.21126657724380493 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5932216644287109 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9821428656578064 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.06837322562932968 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07456327974796295 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 +particle/sensitivity‚0.5730166435241699 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07653909921646118 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5062500238418579 +jet/accuracy_3_of_4‚0.07417582720518112 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 *jet/accuracy_2_of_4‚0.6675823926925659 particle/accuracy_3_of_3‚1 particle/accuracy_3_of_4‚1 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5817140340805054 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09900665283203125 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.13441558182239532 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0734853446483612 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 %particle/accuracy‚0.8316650390625 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09979812055826187 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 )loss/val_total_loss‚14.68611036843412 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.718181848526001 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.42943549156188965 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 +jet/accuracy_2_of_3‚0.40951573848724365 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10616491734981537 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1324717402458191 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.059522658586502075 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5530929565429688 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9513441324234009 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08782996237277985 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5500458478927612 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.46316424012184143 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6495726108551025 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.12861689925193787 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚ãyíM÷0.07653909921646118 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9816962480545044 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 particle/accuracy_2_of_4‚1 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12153460085391998 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 particle/accuracy_1_of_1‚1 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3780193328857422 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.024420393630862236 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09452160447835922 8"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.718181848526001 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.31448179483413696 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.13969066739082336 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5366958379745483 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08939079940319061 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5406818389892578 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 +jet/accuracy_2_of_2‚0.09999173134565353 7validation_average_jet_accuracy‚0.28254348039627075 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5500458478927612 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6698564291000366 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 +particle/specificity‚0.9017411470413208 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5062229633331299 _step‚204 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6277202367782593 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.629349946975708 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08871302753686905 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1428571492433548 _runtime‚3744.312295337 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06837508827447891 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015243206173181534 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.05413711816072464 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08609525859355927 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3160282373428345 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5501196384429932 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 trainer/global_step‚1959 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 particle/accuracy_2_of_2‚1 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5430393218994141 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 *jet/accuracy_1_of_3‚0.8909454941749573 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31504976749420166 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5844888687133789 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 particle/accuracy_2_of_3‚1 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5904369354248047 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9559524059295654 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.11101973801851273 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6529206037521362 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 , Purity/2FRt1SRqqt0FBt/FRt_purity‚0.21875 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 *jet/accuracy_1_of_4‚0.8901098966598511 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.04772727191448212 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17170175909996033 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.15013451874256134 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6354166269302368 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 epoch‚48 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5229530334472656 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5063811540603638 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.04772727191448212 jet/accuracy_4_of_4‚0 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 6 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.985714316368103 /particle/accuracy_4_of_4‚0.9258241653442383 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6498857736587524 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9827866554260254 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5612553954124451 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 particle/accuracy_1_of_3‚1 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.10479167103767395 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.21688035130500793 *jet/accuracy_1_of_2‚0.6950644850730896 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 +jet/accuracy_3_of_3‚0.05868430435657501 particle/accuracy_1_of_4‚1ÌÀ ÃÀ‘þ ‚(:† 䲊Ó¦¾ gpu.0.gpu‚98.0 gpu.0.memory‚32+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚53.0 gpu.0.powerWatts‚351.235' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚70.247 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ëÀÜmÜÿ ‚(:Ñ 䲊Ó§éá proc.memory.rssMB‚ 2564.78125 proc.cpu.threads‚17% disk.nvme0c0n1.in‚750652.18359375 disk.sda3.out‚ 73.85546875) disk./.usagePercent‚76.20082279070584 disk.sda1.out‚0 disk.rbd4.in‚0 disk.sda3.in‚ 47647.234375 disk.rbd3.in‚0* proc.memory.percent‚10.436121622721355 disk.rbd4.out‚0 disk.rbd3.out‚0( disk.nvme0c0n1.out‚91816.93896484375 cpu‚25.089438813470917 network.recv‚420557# disk.dm-0.out‚91816.93896484375 network.sent‚ 5.006672e+06 disk.dm-1.in‚ 47647.234375 disk.dm-1.out‚ 73.85546875 disk.rbd1.in‚0 disk.sda2.in‚0# disk.nvme0n1.in‚750652.18359375$ disk./.usageGB‚1135.430507659912 disk.dm-0.in‚750652.18359375 disk.sda.in‚ 47647.234375 disk.sda2.out‚0& disk.nvme0n1.out‚91816.93896484375' proc.memory.availableMB‚ 974.0078125 disk.sda1.in‚0 disk.rbd1.out‚0 disk.sda.out‚ 73.85546875# memory_percent‚96.0367520650228mŸäàœ€ ‚(:‘ ó²ŠÓüïF gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚312.188' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚62.437599999999996 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0ÂÁúÒ ‚(:Ç ó²ŠÓ °Û disk.sda.out‚ 74.01171875 disk.rbd1.out‚0& disk.nvme0n1.out‚91817.13037109375* proc.memory.percent‚10.436121622721355 proc.cpu.threads‚17 network.recv‚421941 disk.sda2.in‚0 disk.sda2.out‚0 disk.sda1.in‚0 disk.rbd3.in‚0 proc.memory.rssMB‚ 2564.78125 cpu‚25.090517190439797 disk.rbd1.in‚0& proc.memory.availableMB‚ 973.921875$ memory_percent‚96.03710174560547# disk./.usageGB‚1136.43363571167 disk.dm-1.in‚ 47647.234375 disk.dm-1.out‚ 74.01171875 disk.rbd3.out‚0 disk.sda.in‚ 47647.234375 disk.dm-0.in‚ 751323.21875# disk.dm-0.out‚91817.13037109375 disk.sda1.out‚0 disk.sda3.in‚ 47647.234375) disk./.usagePercent‚76.26814455314987( disk.nvme0c0n1.out‚91817.13037109375 disk.sda3.out‚ 74.01171875 network.sent‚ 5.056155e+06" disk.nvme0c0n1.in‚ 751323.21875 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.nvme0n1.in‚ 751323.21875¿:¥‚ ‚(:„ ‚³ŠÓßà gpu.0.gpu‚99.0 gpu.0.memory‚29+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚286.93' gpu.0.enforcedPowerLimitWatts‚500.0 gpu.0.powerPercent‚57.386 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0&ÇC Ùƒ ‚(:Î ‚³ŠÓÔüŸ disk.sda1.out‚0 disk.rbd4.in‚0 proc.cpu.threads‚17 disk.sda2.in‚0 disk.sda2.out‚0 disk.dm-1.in‚48062.29296875" disk.nvme0n1.in‚753078.9609375$ disk.nvme0c0n1.in‚753078.9609375( proc.memory.availableMB‚ 973.68359375 proc.memory.rssMB‚ 2564.78125 cpu‚25.09166859181469 disk.rbd3.out‚0 disk.sda.out‚ 74.421875 disk.sda1.in‚0 disk.rbd4.out‚0# memory_percent‚96.0380713144938 network.recv‚423787 disk.sda3.in‚48062.29296875 disk.sda3.out‚ 74.421875 disk.dm-1.out‚ 74.421875) disk./.usagePercent‚76.28471539827586 disk.rbd1.in‚0 disk.rbd3.in‚0 disk.sda.in‚48062.29296875( disk.nvme0c0n1.out‚92361.95556640625# disk.dm-0.out‚92361.95556640625 network.sent‚ 5.060514e+06 disk.rbd1.out‚0 disk.dm-0.in‚753078.9609375* proc.memory.percent‚10.436121622721355$ disk./.usageGB‚1136.680549621582& disk.nvme0n1.out‚92361.95556640625^Ç…D›„ ‚(: ‘³ŠÓòr gpu.0.gpu‚76.0 gpu.0.memory‚23+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚48.0 gpu.0.powerWatts‚132.148' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚26.429599999999997 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚0‡©òß… ‚(:Ô ‘³ŠÓзá* proc.memory.percent‚10.436121622721355# disk.dm-0.out‚92666.16650390625 disk.rbd1.out‚0 disk.rbd3.in‚0& disk.nvme0n1.out‚92666.16650390625& proc.memory.availableMB‚ 973.671875% disk./.usageGB‚1136.6795196533203 disk.sda2.out‚0 disk.dm-1.in‚48062.29296875 disk.dm-1.out‚ 74.7578125$ memory_percent‚96.03811899820963 network.sent‚ 5.062716e+06 disk.sda3.in‚48062.29296875 disk.sda3.out‚ 74.7578125 network.recv‚424966 disk.sda1.in‚0# disk.nvme0n1.in‚753630.54296875) disk./.usagePercent‚76.28464627521774( disk.nvme0c0n1.out‚92666.16650390625 disk.dm-0.in‚753630.54296875 disk.sda1.out‚0 disk.rbd4.out‚0 disk.rbd3.out‚0 proc.cpu.threads‚17 disk.sda.out‚ 74.7578125 proc.memory.rssMB‚ 2564.78125 cpu‚25.09266782038309% disk.nvme0c0n1.in‚753630.54296875 disk.sda2.in‚0 disk.rbd4.in‚0 disk.rbd1.in‚0 disk.sda.in‚48062.29296875J;x2† - _wandbruntime‚3809  _runtime‚3809 rŸ’Ƈ À trainer/global_step‚1999 $ _timestamp‚1.784846751282807e+09 _runtime‚3809.285327555 _step‚205 & lr-AdamW/pg1‚7.523016931773449e-11 & lr-AdamW/pg2‚7.523016931773449e-11[@´àˈ Å trainer/global_step‚1999 $ _timestamp‚1.784846751282807e+09 _runtime‚3809.285327555 _step‚205 & lr-AdamW/pg1‚7.523016931773449e-11 & lr-AdamW/pg2‚7.523016931773449e-11ͯª¶Ã2‰ - _wandbruntime‚3809  _runtime‚38090¼j¯ó'Š íO MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚341 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 2082861065122 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚53379584 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 QDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚11493357 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚577919871148544 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚577918499554304 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚157701345024000 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚577686184397394 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚18635231 M@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚11493016 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚336 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚575832135157760 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚6161185 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚577687554436480 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 2086390569984 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚36009703 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚575832108984320 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚18645265 trainer/global_step‚1999 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 2084205676240 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚17364432 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 _runtime‚3809.289420126 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 G?DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak‚615 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚5331836 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2635339372544 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚160336684396544 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚160337105867264 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚157701713115136 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2635392752128 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚5331831 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 % _timestamp‚1.7848467512838438e+09 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚6161521 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚575603348760240 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚35999663 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚575832108984320 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 2086390569984 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚577919871148544 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚17364432 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚18635231 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚577918499554304 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚17364438 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚18645265 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚575832135157760 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 2087735990784 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚575603323332272 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0yøúû‹ òO SGDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed‚5331831 P@DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak‚ 47667565587 % _timestamp‚1.7848467512838438e+09 H>DeviceStatsMonitor.on_train_batch_start/allocation.all.current‚10040 E?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed‚0 F@DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed‚0 M=DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak‚ 47709837312 OEDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current‚10034 TDDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated‚ 49241128960 TDDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak‚ 46288510976 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated‚6161521 ?9DeviceStatsMonitor.on_train_batch_start/num_alloc_retries‚0 `LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated‚575603348760240 F@DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed‚0 OIDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current‚5 E8DeviceStatsMonitor.on_train_batch_start/active.all.freed‚35999663 YEDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed‚575832108984320 WEDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed‚ 2086390569984 YEDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated‚577919871148544 =6DeviceStatsMonitor.on_train_batch_start/max_split_size‚-1 XIDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current‚ 1725956096 RBDeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current‚6 PCDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed‚17364432 L?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed‚18635231 LDDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated‚823 VGDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current‚ 1345420800 UADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed‚577918499554304 PCDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated‚17364438 PCDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated‚18645265 ]IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated‚575832135157760 TGDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current‚26173440 [IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated‚ 2087735990784 JDDeviceStatsMonitor.on_train_batch_start/oversize_allocations.current‚0 WJDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current‚25427968 \HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed‚575603323332272 =7DeviceStatsMonitor.on_train_batch_start/num_device_free‚0 MFDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak‚56 JBDeviceStatsMonitor.on_train_batch_start/inactive_split.all.current‚341 ZHDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed‚ 2082861065122 G?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak‚823 GADeviceStatsMonitor.on_train_batch_start/oversize_segments.current‚0 \ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current‚53379584 YJDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current‚ 1344611118 O?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak‚ 49241128960 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed‚0 QDDeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated‚11493357 VBDeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated‚577919871148544 IDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed‚577918499554304 aMDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed‚157701345024000 MGDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed‚0 ZLDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak‚ 320960000 UADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed‚577686184397394 YJDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current‚ 1345420800 PCDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed‚18635231 M@DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed‚11493016 QIDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current‚336 TEDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak‚ 1381144064 D;DeviceStatsMonitor.on_train_batch_start/segment.all.current‚2004 P@DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak‚ 47709837312 GADeviceStatsMonitor.on_train_batch_start/active.large_pool.current‚6 `LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated‚575832135157760 SGDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed‚6161185 RCDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current‚ 1370039086 H?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak‚1181 H>DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak‚12194 VGDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak‚ 1680157184 YEDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated‚577687554436480 WGDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak‚ 46246678528 KADeviceStatsMonitor.on_train_batch_start/active.small_pool.current‚10034 ZHDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed‚ 2086390569984 M@DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated‚36009703 IDeviceStatsMonitor.on_train_batch_start/oversize_segments.peak‚0 VGDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak‚ 1679331882 F=DeviceStatsMonitor.on_train_batch_start/segment.all.allocated‚2004 JBDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current‚823 \HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed‚575832108984320 TGDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated‚18645265 trainer/global_step‚1999 GADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak‚0 ^LDeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated‚ 2084205676240 VFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak‚ 47515172864 UFDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak‚ 1725956096 L?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed‚17364432 KBDeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak‚1653 @:DeviceStatsMonitor.on_train_batch_start/num_oom_rejections‚0 ZKDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated‚ 1725956096 F@DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed‚0 _runtime‚3809.289420126 SDDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak‚ 1680157184 G?DeviceStatsMonitor.on_train_batch_start/in,sé²ýactive_split.all.peak‚615 WKDeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated‚5331836 _MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed‚ 2635339372544 E;DeviceStatsMonitor.on_train_batch_start/allocation.all.peak‚12269 LBDeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak‚12194 ZFDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed‚160336684396544 BDeviceStatsMonitor.on_train_batch_start/active.large_pool.peak‚1653 ^JDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated‚160337105867264 eQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated‚157701713115136 HBDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed‚0 NFDeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak‚583 ]ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current‚ 368091136 cQDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated‚ 2635392752128 ICDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated‚0 KBDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current‚1181ÎÒuS›Œ ‚(:  ³ŠÓ·ÜN gpu.0.gpu‚90.0 gpu.0.memory‚28+ gpu.0.memoryAllocated‚57.96638488769531* gpu.0.memoryAllocatedBytes‚ 49792745472 gpu.0.temp‚52.0 gpu.0.powerWatts‚306.42' gpu.0.enforcedPowerLimitWatts‚500.0) gpu.0.powerPercent‚61.284000000000006 gpu.0.smClock‚1410 gpu.0.memoryClock‚1593! gpu.0.correctedMemoryErrors‚0# gpu.0.uncorrectedMemoryErrors‚04ž1=Ë ‚(:À  ³ŠÓ–È cpu‚25.09379832058702 disk.sda2.out‚0 disk.sda3.out‚ 75.00390625 disk.nvme0n1.out‚ 93617.90625) disk./.usagePercent‚76.28469491736976 disk.sda2.in‚0 disk.sda1.out‚0 disk.dm-1.in‚ 48062.296875 proc.cpu.threads‚17 network.sent‚ 5.064981e+06% disk./.usageGB‚1136.6802444458008 disk.rbd4.in‚0 disk.rbd4.out‚0 disk.dm-1.out‚ 75.00390625 disk.rbd3.in‚0# disk.nvme0n1.in‚755295.33203125$ memory_percent‚96.03732426961264 network.recv‚426005 disk.rbd1.out‚0 disk.rbd3.out‚0 disk.sda.in‚ 48062.296875 disk.sda.out‚ 75.00390625% disk.nvme0c0n1.in‚755295.33203125" disk.nvme0c0n1.out‚ 93617.90625 disk.rbd1.in‚0' proc.memory.availableMB‚ 973.8671875 disk.dm-0.in‚755295.33203125 disk.dm-0.out‚ 93617.90625 disk.sda1.in‚0 disk.sda3.in‚ 48062.296875 proc.memory.rssMB‚ 2564.78125* proc.memory.percent‚10.436121622721355ÛŒ}Þ2Ž - _wandbruntime‚3810  _runtime‚3810+A^†ý& ÷M XFDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed‚ 2087413078016 ?6DeviceStatsMonitor.on_train_batch_end/num_device_alloc‚2004 >8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230 J=DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed‚17372799 UHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current‚26173440 FDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚11498454 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚578198431352832 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚577967377012008 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚17372805 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚576111044448256 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚157779931389952 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚338 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚36027166 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 OBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚11498797 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚6163983 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚18644313 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚36017112 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚5334476 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 _step‚207 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 2088758505984 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚578199802954240 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 % _timestamp‚1.7848467526979332e+09 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚5334471 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚576111018274816 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚17372805 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚575882125106048 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 2085226477992 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚18644313 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚17372799 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚160416938299904 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 EDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed‚11498454 ;4DeviceStatsMonitor.on_train_batch_end/max_split_size‚-1 TDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak‚ 47515172864 S?DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed‚578198431352832 =7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries‚0 XIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated‚ 1725956096 WCDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated‚577967377012008 UEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak‚ 46288510976 MCDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current‚10048 E?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak‚0 E?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current‚0 NADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated‚17372805 [GDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated‚576111044448256 TEDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak‚ 1680157184 _KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed‚157779931389952 F@DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed‚0 E=DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak‚823 K;DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak‚ 47709837312 KDDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak‚56 OGDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current‚338 @:DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams‚2 SDDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak‚ 1725956096 N>DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak‚ 47709837312 K>DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated‚36027166 I@DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak‚1653 C=DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed‚0 E?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current‚6 OBDeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated‚11498797 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed‚6163983 YIDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated‚ 47515172864 RBDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak‚ 46288510976 NADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed‚18644313 C6DeviceStatsMonitor.on_train_batch_end/active.all.freed‚36017112 UIDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated‚5334476 LDDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak‚583 ;5DeviceStatsMonitor.on_train_batch_end/num_device_free‚0 B9DeviceStatsMonitor.on_train_batch_end/segment.all.current‚2004 D>DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed‚0 _step‚207 YGDeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated‚ 2088758505984 C9DeviceStatsMonitor.on_train_batch_end/allocation.all.peak‚12269 E=DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak‚615 GADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated‚0 P@DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current‚ 49241128960 KEDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed‚0 D>DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed‚0 M=DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak‚ 49241128960 WCDeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated‚578199802954240 WHDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current‚ 1345427968 RBDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated‚ 49241128960 KBDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated‚1181 % _timestamp‚1.7848467526979332e+09 QEDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed‚5334471 M>DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current‚ 1371601408 WCDeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed‚576111018274816 REDeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated‚17372805 ZFDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed‚575882125106048 \JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated‚ 2085226477992 J=DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed‚18644313 NADeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed‚17372799 \HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated‚160416938299904 WGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current‚ 47515172864 VGDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current‚ 1725956096 E8DeviceStatsMonitor.on_train_batch_end/num_oom_rejections‚0 N>DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak‚ 47667565587 I@DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current‚1181 UEDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak‚ 46246678528 WHDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current‚ 1344611230ÏCüOý2‘ - _wandbruntime‚3810  _runtime‚3810ǼÎ}’ € 0loss/SRqqt2/detection_loss‚2.109599349142491 /loss/FBt1/detection_loss‚0.7431734874844551 %loss/total_loss‚14.03093872229472 .loss/FRt2/detection_loss‚0.578208448848179 trainer/global_step‚1999 % _timestamp‚1.7848467527539809e+09 0loss/FRt2/assignment_loss‚3.3243481670146444 /loss/FRt1/detection_loss‚1.4574123637552139 1loss/FBt1/assignment_loss‚0.32900170786724675 1loss/FBt2/assignment_loss‚0.12480803963282341 /loss/FBt2/detection_loss‚1.0254745867720587 epoch‚49 _runtime‚3810.756235164 _step‚208 0loss/FRt1/assignment_loss‚1.5991491360577526 2loss/SRqqt1/assignment_loss‚0.7957571092383243 2loss/SRqqt2/assignment_loss‚1.1661459379454797 1loss/SRqqt1/detection_loss‚0.7778603885360511ŠþÐ “ … .loss/FRt2/detection_loss‚0.578208448848179 trainer/global_step‚1999 % _timestamp‚1.7848467527539809e+09 0loss/FRt2/assignment_loss‚3.3243481670146444 /loss/FRt1/detection_loss‚1.4574123637552139 1loss/FBt1/assignment_loss‚0.32900170786724675 1loss/FBt2/assignment_loss‚0.12480803963282341 /loss/FBt2/detection_loss‚1.0254745867720587 epoch‚49 _runtime‚3810.756235164 _step‚208 0loss/FRt1/assignment_loss‚1.5991491360577526 2loss/SRqqt1/assignment_loss‚0.7957571092383243 2loss/SRqqt2/assignment_loss‚1.1661459379454797 1loss/SRqqt1/detection_loss‚0.7778603885360511 0loss/SRqqt2/detection_loss‚2.109599349142491 /loss/FBt1/detection_loss‚0.7431734874844551 %loss/total_loss‚14.03093872229472ЯyD2” - _wandbruntime‚3813  _runtime‚3813†-?窕 àn 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.42943549156188965 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5406818389892578 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.059522658586502075 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 (particle/accuracy‚0.8314616084098816 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6744565367698669 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08609525859355927 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.024420393630862236 +jet/accuracy_2_of_3‚0.40951573848724365 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.21688035130500793 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08939079940319061 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09900665283203125 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.04772727191448212 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 jet/accuracy_4_of_4‚0 particle/accuracy_3_of_4‚1 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5424461364746094 particle/accuracy_2_of_2‚1 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.15013451874256134 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10616491734981537 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.06837322562932968 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1 & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5062229633331299 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07653909921646118 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6495726108551025 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5500458478927612 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1324717402458191 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.12861689925193787 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 particle/accuracy_2_of_4‚1 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5817140340805054 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.46316424012184143 particle/accuracy_1_of_2‚1 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5612553954124451 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.31448179483413696 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 , Purity/2FRt1SRqqt0FBt/FRt_purity‚0.21875 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 +jet/accuracy_2_of_2‚0.09999173134565353 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07456327974796295 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5932216644287109 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 /particle/accuracy_4_of_4‚0.9258241653442383 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5501196384429932 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3780193328857422 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09452160447835922 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.05413711816072464 particle/accuracy_3_of_3‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 particle/accuracy_2_of_3‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5843719244003296 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6698564291000366 *jet/accuracy_1_of_4‚0.8901098966598511 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09979812055826187 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3160282373428345 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08871302753686905 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.04772727191448212 *jet/accuracy_2_of_4‚0.6675823926925659 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.13969066739082336 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12153460085391998 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7033355236053467 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.629349946975708 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015243206173181534 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6354166269302368 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 8"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.718181848526001 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 trainer/global_step‚1999 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.10479167103767395 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +NÇ2üjet/accuracy_3_of_4‚0.07417582720518112 _step‚209 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31504976749420166 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5530929565429688 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5062500238418579 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1428571492433548 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 particle/accuracy_1_of_3‚1 +particle/specificity‚0.9014308452606201 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9827866554260254 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5063811540603638 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06837508827447891 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9559524059295654 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 *jet/accuracy_1_of_3‚0.8909454941749573 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5904369354248047 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 % _timestamp‚1.7848467552809052e+09 _runtime‚3813.284071265 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17170175909996033 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 particle/accuracy_1_of_1‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.21126657724380493 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0734853446483612 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 *loss/val_total_loss‚14.706508926082119 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6498857736587524 +jet/accuracy_1_of_1‚0.23448440432548523 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 +particle/sensitivity‚0.5732009410858154 epoch‚49 8"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.718181848526001 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07653909921646118 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.11101973801851273 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 *jet/accuracy_1_of_2‚0.6950644850730896 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6277202367782593 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 7validation_average_jet_accuracy‚0.28254348039627075 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 particle/accuracy_1_of_4‚1 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 6 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.985714316368103 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08576362580060959 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.13441558182239532 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9816962480545044 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9513441324234009 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5229530334472656 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5430393218994141 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5844888687133789 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5565476417541504 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08782996237277985 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5500458478927612 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6529206037521362 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 'particle/f_score‚0.5918302536010742 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 +jet/accuracy_3_of_3‚0.05868430435657501 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5366958379745483 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9821428656578064 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 ("Purity/1FRt2SRqqt*FBt/event_purity‚0sUk7– ån & Purity/*FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/0FRt2SRqqt*FBt/SRqqt_purity‚0.5062229633331299 :"Purity/1FRt0SRqqt0FBt/event_purity‚0.07653909921646118 9"Purity/1FRt1SRqqt1FBt/event_purity‚0.3523809611797333 9"Purity/0FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 9"Purity/2FRt1SRqqt*FBt/SRqqt_purity‚0.6495726108551025 & Purity/*FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt1SRqqt*FBt/event_proportion‚0.367919921875 & Purity/0FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/0FRt1SRqqt0FBt/event_purity‚0.5500458478927612 9&Purity/1FRt*SRqqt0FBt/event_proportion‚0.627685546875 8&Purity/1FRt*SRqqt2FBt/event_proportion‚ 0.00439453125 8&Purity/1FRt1SRqqt*FBt/event_proportion‚ 0.14990234375 7 Purity/*FRt1SRqqt0FBt/FRt_purity‚0.1324717402458191 9&Purity/0FRt1SRqqt*FBt/event_proportion‚0.207275390625 & Purity/0FRt1SRqqt1FBt/FBt_purity‚1 8 Purity/1FRt1SRqqt*FBt/FRt_purity‚0.12861689925193787 5&Purity/1FRt1SRqqt0FBt/event_proportion‚ 0.14453125 particle/accuracy_2_of_4‚1 & Purity/*FRt*SRqqt1FBt/FBt_purity‚1 9"Purity/*FRt*SRqqt*FBt/SRqqt_purity‚0.5817140340805054 9&Purity/0FRt1SRqqt1FBt/event_proportion‚0.009033203125 8 Purity/1FRt*SRqqt1FBt/FRt_purity‚0.46316424012184143 particle/accuracy_1_of_2‚1 9"Purity/1FRt2SRqqt0FBt/SRqqt_purity‚0.5612553954124451 * Purity/2FRt*SRqqt1FBt/FRt_purity‚0.375 ("Purity/2FRt2SRqqt0FBt/event_purity‚0 ( Purity/2FRt0SRqqt1FBt/FRt_purity‚0.5 :"Purity/*FRt1SRqqt*FBt/event_purity‚0.31448179483413696 ("Purity/2FRt1SRqqt0FBt/event_purity‚0 , Purity/2FRt1SRqqt0FBt/FRt_purity‚0.21875 ("Purity/2FRt2SRqqt*FBt/event_purity‚0 +jet/accuracy_2_of_2‚0.09999173134565353 :"Purity/0FRt2SRqqt0FBt/event_purity‚0.26148611307144165 ("Purity/0FRt2SRqqt1FBt/event_purity‚0 8 Purity/*FRt0SRqqt0FBt/FRt_purity‚0.07456327974796295 9"Purity/*FRt1SRqqt0FBt/SRqqt_purity‚0.5932216644287109 :"Purity/*FRt2SRqqt0FBt/event_purity‚0.10874705016613007 8&Purity/1FRt0SRqqt0FBt/event_proportion‚ 0.45947265625 7 Purity/1FRt1SRqqt1FBt/FRt_purity‚0.3857142925262451 7&Purity/2FRt1SRqqt1FBt/event_proportion‚ 0.0009765625 /particle/accuracy_4_of_4‚0.9258241653442383 9"Purity/*FRt*SRqqt2FBt/event_purity‚0.6897849440574646 & Purity/*FRt1SRqqt1FBt/FBt_purity‚1 8&Purity/1FRt2SRqqt*FBt/event_proportion‚ 0.02392578125 ,&Purity/2FRt2SRqqt2FBt/event_proportion‚0 6&Purity/*FRt*SRqqt1FBt/event_proportion‚ 0.056640625 9"Purity/*FRt2SRqqt*FBt/SRqqt_purity‚0.5501196384429932 8&Purity/0FRt2SRqqt1FBt/event_proportion‚ 0.00048828125 9"Purity/1FRt*SRqqt1FBt/event_purity‚0.3780193328857422 & Purity/1FRt2SRqqt*FBt/FBt_purity‚1 8 Purity/2FRt*SRqqt0FBt/FRt_purity‚0.09452160447835922 8 Purity/2FRt0SRqqt0FBt/FRt_purity‚0.05413711816072464 particle/accuracy_3_of_3‚1 9"Purity/*FRt0SRqqt2FBt/event_purity‚0.7226190567016602 9"Purity/0FRt0SRqqt2FBt/event_purity‚0.9007936716079712 ;"Purity/2FRt0SRqqt0FBt/event_purity‚0.011111111380159855 +"Purity/2FRt1SRqqt1FBt/SRqqt_purity‚0.75 particle/accuracy_2_of_3‚1 ("Purity/*FRt1SRqqt2FBt/event_purity‚0 9"Purity/*FRt*SRqqt0FBt/SRqqt_purity‚0.5843719244003296 9"Purity/2FRt*SRqqt0FBt/SRqqt_purity‚0.6698564291000366 *jet/accuracy_1_of_4‚0.8901098966598511 8 Purity/*FRt*SRqqt*FBt/FRt_purity‚0.09979812055826187 9"Purity/*FRt1SRqqt1FBt/event_purity‚0.3160282373428345 8 Purity/1FRt*SRqqt0FBt/FRt_purity‚0.08871302753686905 +"Purity/2FRt*SRqqt1FBt/SRqqt_purity‚0.75 6&Purity/2FRt1SRqqt0FBt/event_proportion‚ 0.009765625 8 Purity/2FRt2SRqqt*FBt/FRt_purity‚0.04772727191448212 *jet/accuracy_2_of_4‚0.6675823926925659 ( Purity/*FRt0SRqqt1FBt/FRt_purity‚0.5 8 Purity/*FRt1SRqqt*FBt/FRt_purity‚0.13969066739082336 8 Purity/1FRt1SRqqt0FBt/FRt_purity‚0.12153460085391998 9"Purity/*FRt*SRqqt1FBt/event_purity‚0.7033355236053467 9"Purity/0FRt*SRqqt2FBt/event_purity‚0.8472222089767456 9&Purity/0FRt1SRqqt0FBt/event_proportion‚0.197509765625 :"Purity/0FRt1SRqqt1FBt/event_purity‚0.37422358989715576 8"Purity/1FRt*SRqqt*FBt/SRqqt_purity‚0.629349946975708 8&Purity/2FRt*SRqqt1FBt/event_proportion‚ 0.00146484375 ("Purity/2FRt0SRqqt2FBt/event_purity‚0 7 Purity/1FRt0SRqqt2FBt/FBt_purity‚0.9583333730697632 ;"Purity/1FRt1SRqqt0FBt/event_purity‚0.015243206173181534 ) Purity/2FRt1SRqqt1FBt/FRt_purity‚0.25 9&Purity/*FRt1SRqqt1FBt/event_proportion‚0.015380859375 9"Purity/0FRt*SRqqt1FBt/event_purity‚0.8504733443260193 9"Purity/*FRt*SRqqt1FBt/SRqqt_purity‚0.5222688913345337 ,&Purity/*FRt2SRqqt2FBt/event_proportion‚0 9&Purity/0FRt*SRqqt1FBt/event_proportion‚0.040771484375 ("Purity/0FRt0SRqqt0FBt/event_purity‚1 :"Purity/0FRt1SRqqt1FBt/SRqqt_purity‚0.40993788838386536 9"Purity/2FRt1SRqqt0FBt/SRqqt_purity‚0.6354166269302368 9"Purity/*FRt1SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/*FRt1SRqqt*FBt/FBt_purity‚0.9868420958518982 ("Purity/1FRt2SRqqt0FBt/event_purity‚0 8"Purity/2FRt2SRqqt0FBt/SRqqt_purity‚0.718181848526001 8&Purity/*FRt0SRqqt*FBt/event_proportion‚ 0.53662109375 9&Purity/*FRt1SRqqt2FBt/event_proportion‚0.000732421875 :"Purity/0FRt*SRqqt1FBt/SRqqt_purity‚0.41874998807907104 7&Purity/0FRt2SRqqt0FBt/event_proportion‚ 0.0205078125 ,&Purity/2FRt2SRqqt1FBt/event_proportion‚0 trainer/global_step‚1999 :"Purity/*FRt2SRqqt*FBt/event_purity‚0.10717703402042389 8 Purity/*FRt2SRqqt0FBt/FRt_purity‚0.10479167103767395 9&Purity/1FRt2SRqqt1FBt/event_proportion‚0.000244140625 ("Purity/2FRt1SRqqt1FBt/event_purity‚0 +jet/accuracy_3_of_4‚0.07417582720518112 _step‚209 :"Purity/*FRt1SRqqt0FBt/event_purity‚0.31504976749420166 9"Purity/*FRt2SRqqt0FBt/SRqqt_purity‚0.5530929565429688 9"Purity/1FRt*SRqqt1FBt/SRqqt_purity‚0.7647058963775635 7 Purity/1FRt0SRqqt1FBt/FRt_purity‚0.5062500238418579 7 Purity/1FRt2SRqqt*FBt/FRt_purity‚0.1428571492433548 9&Purity/2FRt0SRqqt2FBt/event_proportion‚0.000244140625 particle/accuracy_1_of_3‚1 +particle/specificity‚0.9014308452606201 7 Purity/*FRt*SRqqt*FBt/FBt_purity‚0.9827866554260254 7 Purity/*FRt*SRqqt2FBt/FRt_purity‚0.4166666567325592 9"Purity/*FRt1SRqqt1FBt/SRqqt_purity‚0.5393145084381104 9"Purity/0FRt2SRqqt0FBt/SRqqt_purity‚0.5063811540603638 :"Purity/1FRt*SRqqt*FBt/event_purity‚0.06837508827447891 ("Purity/2FRt*SRqqt1FBt/event_purity‚0 9"Purity/0FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 7 Purity/0FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 7 Purity/*FRt0SRqqt2FBt/FBt_purity‚0.9559524059295654 9&Purity/0FRt*SRqqt0FBt/event_proportion‚0.218017578125 7 Purity/0FRt*SRqqt2FBt/FBt_purity‚0.9444444179534912 *jet/accuracy_1_of_3‚0.8909454941749573 *"Purity/0FRt2SRqqt1FBt/SRqqt_purity‚0.5 9"Purity/*FRt1SRqqt*FBt/SRqqt_purity‚0.5904369354248047 :"Purity/1FRt0SRqqt1FBt/event_purity‚0.41874998807907104 % _timestamp‚1.7848467552809052e+09 _runtime‚3813.284071265 :"Purity/*FRt*SRqqt0FBt/event_purity‚0.17170175909996033 & Purity/*FRt2SRqqt1FBt/FRt_purity‚1 7 Purity/0FRt0SRqqt2FBt/FBt_purity‚0.9503967761993408 <"Purity/2FRt*SRqqt0FBt/event_purity‚0.0069444444961845875 particle/accuracy_1_of_1‚1 & Purity/2FRt*SRqqt2FBt/FBt_purity‚1 ("Purity/2FRt0SRqqt1FBt/event_purity‚0 & Purity/2FRt0SRqqt2FBt/FBt_purity‚1 :"Purity/*FRt*SRqqt*FBt/event_purity‚0.21126657724380493 9"Purity/*FRt0SRqqt0FBt/event_purity‚0.0734853446483612 7 Purity/1FRt*SRqqt2FBt/FBt_purity‚0.9583333730697632 8&Purity/1FRt1SRqqt1FBt/event_proportion‚ 0.00537109375 ,&Purity/1FRt1SRqqt2FBt/event_proportion‚0 *loss/val_total_loss‚14.706508926082119 8&Purity/0FRt*SRqqt2FBt/event_proportion‚ 0.01025390625 9"Purity/1FRt1SRqqt0FBt/SRqqt_purity‚0.6498857736587524 +jet/accuracy_1_of_1‚0.23448440432548523 8&Purity/*FRt*SRqqt*FBt/event_proportion‚ 0.95458984375 & Purity/1FRt2SRqqt1FBt/FBt_purity‚1 ,&Purity/1FRt2SRqqt2FBt/event_proportion‚0 +particle/sensitivity‚0.5732009410858154 epoch‚49 8"Purity/2FRt2SRqqt*FBt/SRqqt_purity‚0.718181848526001 8 Purity/1FRt0SRqqt0FBt/FRt_purity‚0.07653909921646118 9"Purity/*FRt*SRqqt2FBt/SRqqt_purity‚0.3333333432674408 8&Purity/*FRt0SRqqt2FBt/event_proportion‚ 0.01416015625 8 Purity/*FRt2SRqqt*FBt/FRt_purity‚0.11101973801851273 8"Purity/1FRt1SRqqt1FBt/SRqqt_purity‚0.800000011920929 *jet/accuracy_1_of_2‚0.6950644850730896 & Purity/0FRt2SRqqt*FBt/FBt_purity‚1 9"Purity/1FRt*SRqqt0FBt/SRqqt_purity‚0.6277202367782593 8&Purity/2FRt0SRqqt1FBt/event_proportion‚ 0.00048828125 8&Purity/0FRt*SRqqt*FBt/event_proportion‚ 0.26904296875 6&Purity/1FRt*SRqqt*FBt/event_proportion‚ 0.646484375 & Purity/1FRt1SRqqt*FBt/FBt_purity‚1 7validation_average_jet_accuracy‚0.28254348039627075 8&Purity/1FRt0SRqqt2FBt/event_proportion‚ 0.00439453125 ;"Purity/2FRt0SRqqt*FBt/event_purity‚0.010416666977107525 particle/accuracy_1_of_4‚1 9&Purity/2FRt2SRqqt0FBt/event_proportion‚0.005126953125 8&Purity/0FRt0SRqqt0FBt/event_proportion‚ 0.04541015625 6 Purity/1FRt*SRqqt*FBt/FBt_purity‚0.985714316368103 * Purity/1FRt*SRqqt2FBt/FRt_purity‚0.375 ("Purity/2FRt1SRqqt*FBt/event_purity‚0 ("Purity/0FRt1SRqqt2FBt/event_purity‚0 ("Purity/2FRt*SRqqt2FBt/event_purity‚0 9&Purity/*FRt2SRqqt1FBt/event_proportion‚0.000732421875 ,"Purity/*FRt2SRqqt1FBt/SRqqt_purity‚0.375 7 Purity/0FRt0SRqqt*FBt/FBt_purity‚0.9804863929748535 9"Purity/0FRt2SRqqt*FBt/event_purity‚0.2554112672805786 :"Purity/1FRt0SRqqt*FBt/event_purity‚0.08576362580060959 8 Purity/1FRt2SRqqt0FBt/FRt_purity‚0.13441558182239532 & Purity/2FRt*SRqqt*FBt/FBt_purity‚1 ,&Purity/2FRt1SRqqt2FBt/event_proportion‚0 8&Purity/*FRt0SRqqt1FBt/event_proportion‚ 0.04052734375 & Purity/1FRt0SRqqt1FBt/FBt_purity‚1 ( Purity/2FRt*SRqqt2FBt/FRt_purity‚0.5 & Purity/2FRt0SRqqt*FBt/FBt_purity‚1 ( Purity/2FRt0SRqqt2FBt/FRt_purity‚0.5 7 Purity/*FRt0SRqqt*FBt/FBt_purity‚0.9816962480545044 7 Purity/*FRt0SRqqt2FBt/FRt_purity‚0.4166666567325592 9&Purity/*FRt2SRqqt*FBt/event_proportion‚0.050048828125 7 Purity/0FRt*SRqqt*FBt/FBt_purity‚0.9806468486785889 ("Purity/0FRt0SRqqt1FBt/event_purity‚1 9"Purity/1FRt*SRqqt2FBt/event_purity‚0.3333333432674408 9"Purity/1FRt0SRqqt2FBt/event_purity‚0.3333333432674408 9&Purity/*FRt*SRqqt2FBt/event_proportion‚0.014892578125 7 Purity/*FRt*SRqqt2FBt/FBt_purity‚0.9513441324234009 9"Purity/0FRt*SRqqt0FBt/event_purity‚0.5229530334472656 9"Purity/0FRt1SRqqt*FBt/SRqqt_purity‚0.5430393218994141 6 Purity/0FRt1SRqqt*FBt/FBt_purity‚0.982758641242981 9&Purity/1FRt*SRqqt1FBt/event_proportion‚0.014404296875 5&Purity/1FRt0SRqqt*FBt/event_proportion‚ 0.47265625 9"Purity/0FRt*SRqqt*FBt/event_purity‚0.5844888687133789 9"Purity/1FRt2SRqqt*FBt/SRqqt_purity‚0.5565476417541504 ("Purity/1FRt2SRqqt1FBt/event_purity‚0 & Purity/2FRt1SRqqt*FBt/FBt_purity‚1 & Purity/*FRt2SRqqt1FBt/FBt_purity‚1 4&Purity/2FRt*SRqqt*FBt/event_proportion‚ 0.0390625 9&Purity/0FRt0SRqqt2FBt/event_proportion‚0.009521484375 8 Purity/1FRt0SRqqt*FBt/FRt_purity‚0.08782996237277985 & Purity/1FRt2SRqqt1FBt/FRt_purity‚1 7&Purity/2FRt0SRqqt0FBt/event_proportion‚ 0.0224609375 9&Purity/2FRt2SRqqt*FBt/event_proportion‚0.005126953125 9"Purity/0FRt1SRqqt0FBt/SRqqt_purity‚0.5500458478927612 9&Purity/*FRt1SRqqt0FBt/event_proportion‚0.351806640625 9"Purity/0FRt0SRqqt*FBt/event_purity‚0.9756675362586975 9"Purity/1FRt1SRqqt*FBt/SRqqt_purity‚0.6529206037521362 7 Purity/*FRt1SRqqt2FBt/FBt_purity‚0.8333333134651184 ;"Purity/2FRt*SRqqt*FBt/event_purity‚0.006493506487458944 'particle/f_score‚0.5918302536010742 & Purity/0FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/1FRt2SRqqt0FBt/event_proportion‚0.023681640625 & Purity/2FRt*SRqqt1FBt/FBt_purity‚1 +jet/accuracy_3_of_3‚0.05868430435657501 & Purity/2FRt0SRqqt1FBt/FBt_purity‚1 9&Purity/*FRt*SRqqt0FBt/event_proportion‚0.883056640625 9"Purity/0FRt*SRqqt*FBt/SRqqt_purity‚0.5366958379745483 7 Purity/1FRt0SRqqt*FBt/FBt_purity‚0.9821428656578064 * Purity/1FRt0SRqqt2FBt/FRt_purity‚0.375 ("Purity/1FRt2SRqqt*FBt/event_purity‚0 9&Purity/2FRt0SRqqt*FBt/event_proportion‚0.023193359375 8 Purity/*FRt*SRqqt1FBt/FRt_purity‚0.42943549156188965 9"Purity/0FRt1SRqqt*FBt/event_purity‚0.5406818389892578 ;"Purity/1FRt*SRqqt0FBt/event_purity‚0.059522658586502075 & Purity/1FRt*SRqqt1FBt/FBt_purity‚1 (particle/accuracy‚0.8314616084098816 9&Purity/0FRt1SRqqt2FBt/event_proportion‚0.000732421875 8&Purity/0FRt2SRqqt*FBt/event_proportion‚ 0.02099609375 & Purity/1FRt1SRqqt1FBt/FBt_purity‚1 9"Purity/2FRt*SRqqt*FBt/SRqqt_purity‚0.6744565367698669 8 Purity/*FRt0SRqqt*FBt/FRt_purity‚0.08609525859355927 7 Purity/*FRt1SRqqt1FBt/FRt_purity‚0.3133971393108368 ;"Purity/1FRt1SRqqt*FBt/event_purity‚0.024420393630862236 +jet/accuracy_2_of_3‚0.40951573848724365 & Purity/0FRt2SRqqt1FBt/FBt_purity‚1 2&Purity/0FRt0SRqqt1FBt/event_proportion‚0.03125 ("Purity/1FRt2SRqqt1FBt/SRqqt_purity‚0 7&Purity/2FRt1SRqqt*FBt/event_proportion‚ 0.0107421875 8 Purity/2FRt1SRqqt*FBt/FRt_purity‚0.21688035130500793 8 Purity/*FRt*SRqqt0FBt/FRt_purity‚0.08939079940319061 9&Purity/0FRt0SRqqt*FBt/event_proportion‚0.040771484375 8 Purity/1FRt*SRqqt*FBt/FRt_purity‚0.09900665283203125 7&Purity/1FRt0SRqqt1FBt/event_proportion‚ 0.0087890625 9&Purity/2FRt*SRqqt2FBt/event_proportion‚0.000244140625 8 Purity/2FRt2SRqqt0FBt/FRt_purity‚0.04772727191448212 8&Purity/*FRt0SRqqt0FBt/event_proportion‚ 0.48193359375 ,&Purity/0FRt2SRqqt2FBt/event_proportion‚0 jet/accuracy_4_of_4‚0 particle/accuracy_3_of_4‚1 9"Purity/*FRt0SRqqt1FBt/event_purity‚0.8613053560256958 9"Purity/0FRt*SRqqt0FBt/SRqqt_purity‚0.5424461364746094 particle/accuracy_2_of_2‚1 :"Purity/*FRt0SRqqt*FBt/event_purity‚0.15013451874256134 8&Purity/*FRt2SRqqt0FBt/event_proportion‚ 0.04931640625 ("Purity/*FRt2SRqqt1FBt/event_purity‚0 8 Purity/2FRt*SRqqt*FBt/FRt_purity‚0.10616491734981537 9&Purity/2FRt*SRqqt0FBt/event_proportion‚0.037353515625 8 Purity/2FRt0SRqqt*FBt/FRt_purity‚0.06837322562932968 & Purity/2FRt1SRqqt1FBt/FBt_purity‚1Ñ5L4ÇR—  tfees60hj@ £³ŠÓø™Ì”0`Trainer.fit` stopped: `max_epochs=50` reached. ç `…¦˜  tfees60hj“ ¤³ŠÓ°€øì€Epoch 49/49 â”â”â”â”â”â”â”â”â”â”â”â”â”â”â”â”â”â”â”â”â”â”â” 40/40 0:01:06 • 0:00:00 0.63it/s v_num: s60h`nò^%™  tfees60hj ¤³ŠÓÐé‰í iɱ_2š - _wandbruntime‚3814  _runtime‚3814ÝìXZ› ‚(’æ