{"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current":868220928,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.peak":268325376,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.allocated":768809051978752,"Purity/0FRt1SRqqt3FBt/event_purity":0,"Purity/0FRt*SRqqt3FBt/event_purity":0.048245616257190704,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.allocated":695701853648938,"Purity/0FRt*SRqqt*FBt/FBt_purity":0.9872742891311646,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.current":155,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.freed":160777555,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.allocated":10136675672064,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.current":15977,"Purity/*FRt*SRqqt0FBt/event_purity":0.2060794234275818,"Purity/3FRt4SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/active.all.allocated":404597957,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed":0,"Purity/*FRt2SRqqt*FBt/FRt_purity":0.14307044446468353,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.current":2,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed":700009991969792,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak":24128,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.freed":0,"Purity/2FRt1SRqqt1FBt/FBt_purity":1,"Purity/2FRt1SRqqt2FBt/FBt_purity":0.9659090638160706,"Purity/1FRt4SRqqt0FBt/FRt_purity":0,"loss/SRqqt3/assignment_loss":1.0920182299544854,"particle/accuracy_6_of_6":1,"Purity/1FRt1SRqqt*FBt/FRt_purity":0.17954924702644348,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.current":18002944,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak":9643699025,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.current":155,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated":868220928,"DeviceStatsMonitor.on_validation_batch_end/segment.all.allocated":844,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.current":17039360,"Purity/1FRt2SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.freed":768809028038656,"DeviceStatsMonitor.on_train_batch_start/num_device_free":0,"Purity/0FRt4SRqqt*FBt/SRqqt_purity":0.34375,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak":9643699025,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated":10048856079342,"jet/accuracy_1_of_7":1,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated":57589104,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated":764449235796992,"Purity/3FRt3SRqqt1FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/active.all.peak":24401,"Purity/1FRt2SRqqt1FBt/SRqqt_purity":0.5008620619773865,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated":710095993794560,"Purity/*FRt0SRqqt2FBt/event_purity":0.24298270046710968,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.allocated":0,"Purity/2FRt1SRqqt1FBt/FRt_purity":0.34880948066711426,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.current":135089664,"Purity/0FRt0SRqqt0FBt/event_proportion":0.0407366082072258,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.freed":160766616,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.freed":768771152305152,"Purity/0FRt3SRqqt*FBt/FBt_purity":1,"Purity/2FRt2SRqqt1FBt/event_purity":0,"Purity/4FRt1SRqqt*FBt/event_purity":0,"Purity/1FRt1SRqqt*FBt/FBt_purity":0.9859274625778198,"Purity/2FRt1SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.current":414,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.freed":714204967776768,"Purity/*FRt1SRqqt1FBt/SRqqt_purity":0.5919520854949951,"Purity/1FRt1SRqqt3FBt/FBt_purity":0.8333333730697632,"Purity/3FRt4SRqqt*FBt/event_proportion":0.00012400794366840273,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.allocated":704105632966656,"Purity/0FRt2SRqqt0FBt/event_purity":0.096190445125103,"DeviceStatsMonitor.on_train_batch_start/segment.all.current":844,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current":17039360,"Purity/3FRt1SRqqt*FBt/event_proportion":0.0037202381063252687,"Purity/*FRt3SRqqt1FBt/SRqqt_purity":0.4197531044483185,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current":2,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.freed":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated":710038821314560,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current":671477324,"Purity/1FRt3SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.current":0,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak":9955586048,"Purity/*FRt*SRqqt4FBt/FBt_purity":0.875,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated":430,"loss/SRqqt2/detection_loss":1.951870191693306,"Purity/3FRt4SRqqt*FBt/FRt_purity":0.3333333432674408,"Purity/4FRt1SRqqt4FBt/event_proportion":0,"_step":993,"Purity/2FRt3SRqqt*FBt/event_proportion":0.003968254197388887,"Purity/3FRt0SRqqt0FBt/event_proportion":0.0016121031949296594,"Purity/*FRt3SRqqt4FBt/event_proportion":0,"Purity/1FRt2SRqqt0FBt/event_purity":0.00266400258988142,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.allocated":0,"Purity/2FRt1SRqqt0FBt/FRt_purity":0.1433093547821045,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak":908,"Purity/0FRt*SRqqt0FBt/event_proportion":0.2192460298538208,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated":10583595575296,"Purity/4FRt0SRqqt0FBt/FRt_purity":0,"loss/FRt3/detection_loss":1.529025433374749,"Purity/0FRt*SRqqt3FBt/event_proportion":0.0031001984607428312,"Purity/0FRt4SRqqt*FBt/event_purity":0,"loss/FBt1/detection_loss":3.578724645078182,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak":24128,"Purity/2FRt0SRqqt*FBt/event_purity":0.03868537023663521,"jet/accuracy_2_of_5":0.4947388172149658,"Purity/*FRt1SRqqt3FBt/FRt_purity":0,"particle/accuracy_1_of_3":1,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated":227350651,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.peak":889,"Purity/3FRt3SRqqt4FBt/event_proportion":0,"Purity/1FRt*SRqqt*FBt/FRt_purity":0.2158690243959427,"jet/accuracy_2_of_2":0.10547656565904617,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated":430,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.freed":102771452,"Purity/0FRt3SRqqt1FBt/SRqqt_purity":0.4259259104728699,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.peak":339635712,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current":23940096,"Purity/0FRt*SRqqt3FBt/FBt_purity":0.9122807383537292,"Purity/1FRt0SRqqt0FBt/event_proportion":0.1308283656835556,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed":10085327446016,"Purity/1FRt3SRqqt2FBt/FRt_purity":0,"Purity/2FRt1SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.peak":430,"Purity/*FRt*SRqqt2FBt/FRt_purity":0.4565599858760834,"Purity/3FRt2SRqqt0FBt/event_purity":0,"Purity/1FRt*SRqqt1FBt/event_purity":0.13101927936077118,"Purity/3FRt1SRqqt0FBt/event_proportion":0.0024801588151603937,"jet/accuracy_6_of_7":0,"Purity/*FRt1SRqqt4FBt/FRt_purity":0,"Purity/4FRt1SRqqt*FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated":9326034944,"Purity/3FRt4SRqqt0FBt/event_proportion":0.00012400794366840273,"Purity/*FRt2SRqqt3FBt/FBt_purity":0.6666666865348816,"Purity/*FRt2SRqqt*FBt/event_proportion":0.1332465261220932,"Purity/1FRt*SRqqt*FBt/FBt_purity":0.9896711111068726,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.current":414,"Purity/2FRt0SRqqt*FBt/event_proportion":0.0371403768658638,"Purity/0FRt3SRqqt2FBt/event_proportion":0,"Purity/1FRt4SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak":2605,"Purity/*FRt4SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.current":492830208,"Purity/3FRt0SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.allocated":228466407,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.freed":704105614963712,"Purity/*FRt3SRqqt1FBt/FRt_purity":0.30000001192092896,"jet/accuracy_4_of_6":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current":455,"Purity/0FRt2SRqqt3FBt/FBt_purity":0.6666666865348816,"DeviceStatsMonitor.on_train_batch_end/num_device_free":0,"Purity/2FRt2SRqqt3FBt/event_proportion":0,"Purity/*FRt3SRqqt0FBt/event_proportion":0.01804315485060215,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.freed":0,"Purity/*FRt1SRqqt0FBt/SRqqt_purity":0.5777392387390137,"Purity/0FRt4SRqqt0FBt/SRqqt_purity":0.3214285671710968,"Purity/3FRt*SRqqt1FBt/FRt_purity":0.3574073612689972,"jet/accuracy_3_of_4":0.050929293036460876,"Purity/*FRt2SRqqt2FBt/event_proportion":0.0020461310632526875,"validation_average_jet_accuracy":0.45350801944732666,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated":764387585059328,"Purity/1FRt*SRqqt4FBt/FBt_purity":0.875,"DeviceStatsMonitor.on_train_batch_end/num_device_alloc":844,"DeviceStatsMonitor.on_train_batch_start/allocation.all.freed":402358011,"Purity/*FRt3SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.peak":868220928,"Purity/2FRt1SRqqt*FBt/event_purity":0,"Purity/3FRt2SRqqt1FBt/FRt_purity":0.2380952537059784,"Purity/4FRt*SRqqt1FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.freed":10136182841856,"Purity/3FRt3SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak":863815680,"Purity/2FRt3SRqqt0FBt/FRt_purity":0.17474746704101562,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current":18002944,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.current":20064,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.current":15979,"particle/accuracy_5_of_5":1,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed":10084508018176,"DeviceStatsMonitor.on_validation_batch_end/num_device_free":0,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.allocated":10099718385002,"DeviceStatsMonitor.on_train_batch_end/allocation.all.current":20066,"Purity/3FRt*SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak":868220928,"Purity/3FRt*SRqqt1FBt/FBt_purity":1,"Purity/*FRt0SRqqt*FBt/event_proportion":0.3558407723903656,"Purity/0FRt*SRqqt4FBt/event_purity":0.25,"Purity/1FRt3SRqqt*FBt/FRt_purity":0.14942529797554016,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.current":20038,"Purity/*FRt0SRqqt4FBt/event_proportion":0.0003100198518950492,"Purity/3FRt3SRqqt*FBt/event_purity":0,"Purity/2FRt3SRqqt1FBt/SRqqt_purity":0.3888888657093048,"Purity/*FRt*SRqqt*FBt/FRt_purity":0.2124755084514618,"Purity/3FRt*SRqqt2FBt/event_proportion":0.0003100198518950492,"Purity/2FRt2SRqqt*FBt/event_purity":0,"Purity/1FRt0SRqqt3FBt/event_purity":0.0625,"jet/accuracy_3_of_6":0.13461539149284363,"Purity/3FRt0SRqqt1FBt/FRt_purity":0.44097229838371277,"Purity/*FRt1SRqqt2FBt/event_purity":0.015456990338861942,"Purity/3FRt*SRqqt0FBt/SRqqt_purity":0.5862764716148376,"DeviceStatsMonitor.on_train_batch_end/allocation.all.freed":402390481,"Purity/2FRt0SRqqt0FBt/FRt_purity":0.19051024317741394,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.freed":57999599,"Purity/*FRt3SRqqt1FBt/FBt_purity":1,"Purity/*FRt*SRqqt2FBt/event_purity":0.1777586042881012,"Purity/3FRt2SRqqt1FBt/event_purity":0,"Purity/0FRt*SRqqt1FBt/event_proportion":0.1489335298538208,"Purity/1FRt4SRqqt*FBt/SRqqt_purity":0.375,"Purity/0FRt1SRqqt0FBt/SRqqt_purity":0.5706679224967957,"loss/SRqqt4/assignment_loss":1.4708832755418761,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.freed":779446185106432,"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.current":15977,"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.allocated":228473709,"Purity/*FRt2SRqqt0FBt/event_proportion":0.1085689514875412,"Purity/0FRt4SRqqt*FBt/event_proportion":0.0004960317746736109,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.current":2,"Purity/*FRt*SRqqt2FBt/event_proportion":0.067336305975914,"Purity/1FRt*SRqqt2FBt/FRt_purity":0.5023109912872314,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed":175041414,"Purity/1FRt3SRqqt*FBt/FBt_purity":1,"Purity/3FRt2SRqqt1FBt/FBt_purity":1,"Purity/2FRt2SRqqt0FBt/event_proportion":0.015376984141767025,"jet/accuracy_4_of_4":0.002807604381814599,"Purity/2FRt*SRqqt0FBt/FRt_purity":0.15535202622413635,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current":674378752,"loss/FBt3/assignment_loss":0.2843104881712974,"Purity/3FRt4SRqqt2FBt/event_proportion":0,"Purity/*FRt*SRqqt*FBt/FBt_purity":0.9886267185211182,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.freed":176142354,"DeviceStatsMonitor.on_train_batch_start/segment.all.allocated":844,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated":700010009972736,"Purity/3FRt0SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak":0,"Purity/2FRt*SRqqt2FBt/FBt_purity":0.9864341616630554,"Purity/2FRt0SRqqt1FBt/FRt_purity":0.37626487016677856,"DeviceStatsMonitor.on_train_batch_end/num_oom_rejections":0,"Purity/*FRt*SRqqt3FBt/FBt_purity":0.9255319237709045,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.freed":102777956,"Purity/*FRt0SRqqt4FBt/FRt_purity":1,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed":699953638930944,"Purity/*FRt1SRqqt0FBt/event_proportion":0.3304191529750824,"Purity/3FRt0SRqqt0FBt/FRt_purity":0.15909090638160706,"Purity/1FRt0SRqqt3FBt/FRt_purity":0.625,"Purity/4FRt4SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.allocated":704068802937856,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.freed":176131548,"DeviceStatsMonitor.on_train_batch_start/active.all.allocated":402378051,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed":159706530,"Purity/*FRt1SRqqt3FBt/event_proportion":0.0006820436683483422,"Purity/*FRt3SRqqt0FBt/SRqqt_purity":0.4704919755458832,"Purity/3FRt*SRqqt0FBt/event_proportion":0.007254464086145163,"Purity/*FRt2SRqqt2FBt/FRt_purity":0.28125,"Purity/3FRt1SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.freed":779407944246272,"Purity/1FRt4SRqqt*FBt/event_proportion":0.00037202381645329297,"Purity/1FRt1SRqqt4FBt/FBt_purity":0.75,"Purity/2FRt2SRqqt*FBt/event_proportion":0.0193452388048172,"Purity/2FRt0SRqqt2FBt/event_proportion":0.00341021828353405,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.freed":0,"Purity/2FRt1SRqqt0FBt/SRqqt_purity":0.6081504821777344,"loss/FBt4/detection_loss":3.3080278396606446,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.peak":9955586048,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.freed":0,"_wandb":{"runtime":9685},"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.peak":9955586048,"Purity/1FRt1SRqqt4FBt/SRqqt_purity":1,"Purity/2FRt1SRqqt*FBt/SRqqt_purity":0.6034747958183289,"loss/FRt4/detection_loss":1.8583147591262152,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.peak":9955586048,"Purity/2FRt*SRqqt1FBt/FRt_purity":0.3513777554035187,"Purity/2FRt0SRqqt2FBt/FBt_purity":0.9956141114234924,"Purity/0FRt3SRqqt4FBt/event_proportion":0,"particle/accuracy_2_of_2":1,"Purity/2FRt4SRqqt1FBt/event_proportion":0,"Purity/*FRt0SRqqt3FBt/FRt_purity":0.6176470518112183,"Purity/3FRt*SRqqt1FBt/event_purity":0,"Purity/1FRt0SRqqt4FBt/FRt_purity":1,"Purity/2FRt3SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated":0,"Purity/2FRt0SRqqt0FBt/event_proportion":0.02480158768594265,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.current":430,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.current":0,"lr-AdamW/pg1":4.438051586773875e-09,"Purity/3FRt3SRqqt*FBt/SRqqt_purity":0.7708333134651184,"loss/FRt2/assignment_loss":3.7387434153845818,"Purity/0FRt*SRqqt4FBt/FBt_purity":0.875,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed":0,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.allocated":404597957,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed":710038146949120,"Purity/0FRt2SRqqt3FBt/event_purity":0,"Purity/0FRt0SRqqt4FBt/event_proportion":0.00024801588733680546,"Purity/1FRt0SRqqt3FBt/event_proportion":0.0011160714784637094,"Purity/3FRt*SRqqt0FBt/FRt_purity":0.1291554719209671,"Purity/1FRt3SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak":0,"Purity/*FRt3SRqqt0FBt/FRt_purity":0.1395755410194397,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak":9148669952,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated":691670074949642,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.freed":0,"Purity/2FRt0SRqqt1FBt/FBt_purity":1,"Purity/*FRt3SRqqt*FBt/event_proportion":0.02021329291164875,"Purity/2FRt4SRqqt3FBt/event_proportion":0,"Purity/0FRt*SRqqt1FBt/SRqqt_purity":0.5641942620277405,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated":699953656933888,"Purity/2FRt2SRqqt*FBt/SRqqt_purity":0.5775101184844971,"Purity/*FRt3SRqqt2FBt/SRqqt_purity":0.6666666865348816,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.peak":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated":9326034944,"Purity/4FRt1SRqqt0FBt/FRt_purity":0.25,"Purity/1FRt1SRqqt2FBt/SRqqt_purity":0.5888888835906982,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.peak":24401,"Purity/2FRt3SRqqt1FBt/FRt_purity":0.1666666716337204,"Purity/3FRt*SRqqt1FBt/event_proportion":0.0026041667442768812,"Purity/*FRt*SRqqt1FBt/SRqqt_purity":0.5720138549804688,"Purity/1FRt1SRqqt2FBt/FRt_purity":0.3645833432674408,"Purity/1FRt4SRqqt*FBt/event_purity":0,"Purity/1FRt3SRqqt3FBt/event_proportion":0,"Purity/0FRt2SRqqt*FBt/FBt_purity":0.988304078578949,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.current":2,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current":656375808,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.peak":2605,"Purity/3FRt2SRqqt0FBt/FRt_purity":0.09670782089233398,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated":227369131,"particle/accuracy_7_of_7":1,"jet/accuracy_5_of_5":0,"Purity/2FRt*SRqqt2FBt/SRqqt_purity":0.7121211886405945,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated":10085164380672,"Purity/2FRt*SRqqt1FBt/FBt_purity":0.9960317611694336,"particle/accuracy_2_of_7":1,"Purity/*FRt2SRqqt1FBt/event_proportion":0.0225694440305233,"Purity/*FRt*SRqqt*FBt/SRqqt_purity":0.5555345416069031,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.allocated":9326034944,"Purity/3FRt2SRqqt1FBt/event_proportion":0.0004340277810115367,"Purity/2FRt0SRqqt*FBt/FRt_purity":0.2534162402153015,"Purity/4FRt*SRqqt0FBt/event_proportion":0.00018601190822664648,"DeviceStatsMonitor.on_train_batch_start/num_oom_rejections":0,"Purity/0FRt4SRqqt1FBt/SRqqt_purity":0.5,"Purity/0FRt2SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/active.all.allocated":404616065,"Purity/*FRt*SRqqt0FBt/FRt_purity":0.15053591132164001,"loss/FBt1/assignment_loss":0.28340866183030045,"DeviceStatsMonitor.on_validation_batch_start/active.all.current":15979,"Purity/2FRt*SRqqt*FBt/FBt_purity":0.9907218813896179,"particle/accuracy_2_of_5":1,"Purity/1FRt3SRqqt0FBt/FRt_purity":0.1315789520740509,"DeviceStatsMonitor.on_validation_batch_start/num_sync_all_streams":2,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.current":2,"Purity/0FRt0SRqqt1FBt/event_proportion":0.0866195410490036,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak":10194255872,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current":2,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed":0,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.current":2,"Purity/2FRt0SRqqt1FBt/event_proportion":0.0088665671646595,"Purity/2FRt*SRqqt*FBt/FRt_purity":0.20982758700847626,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak":2605,"Purity/2FRt0SRqqt*FBt/FBt_purity":0.9976190328598022,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.freed":714242162932224,"Purity/3FRt0SRqqt3FBt/event_proportion":0,"Purity/0FRt1SRqqt*FBt/event_purity":0.46033909916877747,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.peak":9148669952,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.freed":10136182841856,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated":699953656933888,"Purity/*FRt3SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.peak":868220928,"Purity/2FRt1SRqqt2FBt/FRt_purity":0.4431818127632141,"Purity/3FRt2SRqqt0FBt/event_proportion":0.0024801588151603937,"Purity/1FRt0SRqqt0FBt/event_purity":0.17721357941627502,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak":10194255872,"Purity/*FRt2SRqqt3FBt/event_proportion":6.200397183420137e-05,"jet/accuracy_2_of_3":0.24703650176525116,"Purity/4FRt4SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.current":492830208,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed":691669403472526,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current":430,"Purity/2FRt3SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak":9148669952,"Purity/1FRt0SRqqt2FBt/event_proportion":0.01512896828353405,"Purity/3FRt*SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed":10085327446016,"Purity/1FRt*SRqqt*FBt/event_proportion":0.4355778694152832,"Purity/2FRt3SRqqt*FBt/FRt_purity":0.1828828901052475,"Purity/0FRt0SRqqt1FBt/event_purity":1,"Purity/0FRt2SRqqt2FBt/FBt_purity":0.9464285969734192,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.current":2,"Purity/1FRt*SRqqt*FBt/event_purity":0.09205086529254913,"Purity/4FRt0SRqqt0FBt/event_purity":0,"Purity/3FRt3SRqqt3FBt/event_proportion":0,"Purity/4FRt2SRqqt1FBt/event_proportion":0,"particle/f_score":0.4105576276779175,"Purity/4FRt3SRqqt*FBt/event_proportion":0,"Purity/*FRt0SRqqt*FBt/event_purity":0.3810657262802124,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.current":0,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.peak":8838745088,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.current":444,"DeviceStatsMonitor.on_validation_batch_start/num_device_alloc":844,"Purity/2FRt3SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.freed":0,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.allocated":0,"Purity/3FRt0SRqqt*FBt/event_purity":0,"Purity/*FRt3SRqqt*FBt/FRt_purity":0.1498260200023651,"Purity/*FRt*SRqqt*FBt/event_purity":0.25970515608787537,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated":227369131,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed":0,"Purity/0FRt2SRqqt1FBt/SRqqt_purity":0.5593216419219971,"Purity/1FRt3SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.allocated":10637268217344,"Purity/4FRt1SRqqt0FBt/event_purity":0,"Purity/1FRt0SRqqt1FBt/event_proportion":0.0495411716401577,"Purity/3FRt2SRqqt*FBt/FBt_purity":1,"Purity/2FRt2SRqqt0FBt/event_purity":0,"Purity/2FRt*SRqqt1FBt/event_purity":0.03751574456691742,"Purity/3FRt*SRqqt*FBt/FRt_purity":0.1915300190448761,"Purity/1FRt1SRqqt4FBt/event_proportion":6.200397183420137e-05,"Purity/*FRt*SRqqt1FBt/FBt_purity":0.9968725442886353,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.peak":9326034944,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed":175041414,"Purity/4FRt1SRqqt1FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed":0,"Purity/0FRt3SRqqt*FBt/event_proportion":0.0066964286379516125,"jet/accuracy_1_of_3":0.8888064026832581,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak":863815680,"DeviceStatsMonitor.on_train_batch_end/active.all.current":20066,"Purity/3FRt*SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.allocated":868220928,"loss/SRqqt2/assignment_loss":1.6785442296415567,"Purity/0FRt*SRqqt0FBt/event_purity":0.46019625663757324,"Purity/3FRt2SRqqt*FBt/FRt_purity":0.1111111119389534,"loss/FRt1/detection_loss":2.8515466541954964,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.peak":8838745088,"Purity/0FRt2SRqqt4FBt/event_proportion":0,"Purity/4FRt*SRqqt0FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/num_alloc_retries":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current":165721088,"Purity/*FRt4SRqqt1FBt/SRqqt_purity":0.5,"loss/FBt2/detection_loss":1.810137682236158,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed":102126036,"Purity/4FRt1SRqqt*FBt/FRt_purity":0.25,"Purity/*FRt3SRqqt*FBt/FBt_purity":1,"Purity/0FRt2SRqqt*FBt/event_proportion":0.0535714291036129,"DeviceStatsMonitor.on_train_batch_start/num_alloc_retries":0,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak":430,"Purity/1FRt*SRqqt3FBt/event_purity":0.0555555559694767,"Purity/*FRt3SRqqt*FBt/SRqqt_purity":0.46365344524383545,"Purity/1FRt3SRqqt1FBt/FRt_purity":0.3125,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.current":510833152,"Purity/2FRt1SRqqt2FBt/SRqqt_purity":0.7424241900444031,"Purity/0FRt2SRqqt1FBt/event_proportion":0.00936259888112545,"Purity/2FRt*SRqqt3FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.peak":861853521,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.peak":863815680,"Purity/1FRt1SRqqt3FBt/event_proportion":0.00024801588733680546,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated":227350651,"Purity/*FRt*SRqqt1FBt/FRt_purity":0.3512517213821411,"DeviceStatsMonitor.on_train_batch_start/num_ooms":0,"Purity/0FRt1SRqqt*FBt/SRqqt_purity":0.5741448998451233,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak":9148669952,"Purity/3FRt0SRqqt*FBt/FRt_purity":0.2675926089286804,"Purity/2FRt0SRqqt3FBt/FBt_purity":1,"Purity/0FRt4SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/active.all.current":15979,"Purity/0FRt3SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.allocated":10099354775594,"_wandb.runtime":0,"Purity/0FRt1SRqqt3FBt/event_proportion":0.0004340277810115367,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current":2,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.current":9326034944,"Purity/3FRt0SRqqt*FBt/FBt_purity":1,"Purity/*FRt*SRqqt2FBt/FBt_purity":0.980235755443573,"Purity/2FRt*SRqqt3FBt/FBt_purity":1,"Purity/*FRt*SRqqt*FBt/event_proportion":0.9592633843421936,"Purity/*FRt2SRqqt3FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current":163610624,"Purity/*FRt1SRqqt3FBt/event_purity":0,"Purity/4FRt2SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current":187550720,"Purity/1FRt3SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak":868220928,"Purity/*FRt4SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated":10085164380672,"Purity/*FRt*SRqqt3FBt/event_purity":0.04964539408683777,"Purity/2FRt3SRqqt1FBt/event_proportion":0.00037202381645329297,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.allocated":160766771,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.freed":404581978,"Purity/1FRt*SRqqt4FBt/event_purity":0,"Purity/*FRt0SRqqt3FBt/event_proportion":0.0037822420708835125,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.allocated":695737511017834,"Purity/1FRt*SRqqt*FBt/SRqqt_purity":0.5569705367088318,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.freed":685637775593472,"Purity/1FRt1SRqqt0FBt/event_proportion":0.1264880895614624,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak":268325376,"particle/accuracy_5_of_7":1,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.allocated":10194255872,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current":9326034944,"Purity/2FRt*SRqqt*FBt/SRqqt_purity":0.5723429322242737,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.allocated":176142356,"Purity/1FRt1SRqqt0FBt/FRt_purity":0.13661716878414154,"Purity/2FRt4SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.allocated":779408079335936,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed":0,"Purity/1FRt4SRqqt0FBt/SRqqt_purity":0.375,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak":2605,"Purity/1FRt4SRqqt*FBt/FRt_purity":0,"particle/accuracy_4_of_6":1,"Purity/3FRt4SRqqt4FBt/event_proportion":0,"Purity/1FRt*SRqqt1FBt/FBt_purity":0.998068630695343,"loss/val_total_loss":44.86519824181869,"Purity/3FRt*SRqqt*FBt/event_purity":0,"Purity/3FRt0SRqqt*FBt/event_proportion":0.0028521826025098562,"Purity/*FRt4SRqqt4FBt/event_proportion":0,"Purity/*FRt3SRqqt2FBt/FRt_purity":0,"Purity/3FRt*SRqqt2FBt/FRt_purity":0.20000000298023224,"Purity/*FRt3SRqqt3FBt/event_proportion":0,"Purity/0FRt*SRqqt2FBt/event_proportion":0.039372518658638,"DeviceStatsMonitor.on_train_batch_end/max_split_size":-1,"Purity/*FRt*SRqqt4FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_train_batch_end/active.all.freed":402390481,"Purity/*FRt2SRqqt1FBt/event_purity":0.015362811274826527,"Purity/*FRt2SRqqt0FBt/SRqqt_purity":0.5295748114585876,"Purity/*FRt*SRqqt2FBt/SRqqt_purity":0.598758339881897,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated":710038821314560,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak":9955586048,"Purity/0FRt3SRqqt0FBt/event_purity":0,"Purity/1FRt*SRqqt1FBt/FRt_purity":0.34947335720062256,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated":0,"DeviceStatsMonitor.on_validation_batch_start/segment.all.current":844,"particle/accuracy_1_of_5":1,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.current":15977,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.allocated":779446320196096,"Purity/1FRt*SRqqt0FBt/event_proportion":0.3129960298538208,"Purity/0FRt3SRqqt0FBt/event_proportion":0.006076388992369175,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.allocated":102777958,"Purity/3FRt1SRqqt2FBt/event_proportion":0.00024801588733680546,"Purity/3FRt1SRqqt0FBt/SRqqt_purity":0.6066666841506958,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak":30,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current":414,"Purity/3FRt3SRqqt*FBt/event_proportion":0.0005580357392318547,"Purity/1FRt*SRqqt2FBt/FBt_purity":0.9765334129333496,"Purity/2FRt*SRqqt0FBt/event_purity":0.007248338777571917,"particle/accuracy_1_of_2":1,"DeviceStatsMonitor.on_validation_batch_end/num_oom_rejections":0,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.current":0,"Purity/*FRt2SRqqt0FBt/FRt_purity":0.11489463597536087,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.freed":404600086,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current":18002944,"Purity/3FRt0SRqqt2FBt/FRt_purity":0.3333333432674408,"Purity/4FRt0SRqqt0FBt/event_proportion":6.200397183420137e-05,"Purity/4FRt3SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current":674365440,"Purity/1FRt4SRqqt4FBt/event_proportion":0,"Purity/*FRt1SRqqt2FBt/SRqqt_purity":0.6114374995231628,"Purity/3FRt0SRqqt1FBt/event_proportion":0.001178075443021953,"jet/accuracy_4_of_7":0,"DeviceStatsMonitor.on_train_batch_end/num_alloc_retries":0,"Purity/2FRt*SRqqt2FBt/FRt_purity":0.44476744532585144,"Purity/2FRt*SRqqt*FBt/event_purity":0.013559668324887753,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated":57593631,"Purity/3FRt*SRqqt*FBt/SRqqt_purity":0.6161522269248962,"Purity/1FRt*SRqqt0FBt/FRt_purity":0.15098799765110016,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.peak":163111424,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current":442,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.peak":430,"Purity/*FRt2SRqqt2FBt/FBt_purity":0.9533333778381348,"Purity/0FRt3SRqqt1FBt/FBt_purity":1,"Purity/1FRt1SRqqt1FBt/FBt_purity":0.9980158805847168,"Purity/1FRt2SRqqt2FBt/event_proportion":0.0009920635493472219,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.freed":10636791941120,"Purity/2FRt0SRqqt4FBt/event_proportion":0,"Purity/2FRt0SRqqt2FBt/FRt_purity":0.42872804403305054,"Purity/3FRt2SRqqt*FBt/event_proportion":0.0029141865670681,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated":175027400,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.freed":0,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.peak":0,"Purity/3FRt0SRqqt2FBt/event_purity":0,"Purity/1FRt1SRqqt3FBt/event_purity":0,"Purity/1FRt1SRqqt1FBt/SRqqt_purity":0.6189219355583191,"Purity/*FRt2SRqqt1FBt/FRt_purity":0.26660066843032837,"Purity/0FRt1SRqqt0FBt/event_proportion":0.1695808470249176,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current":10194255872,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.peak":30,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.peak":24401,"jet/accuracy_1_of_4":0.92777419090271,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed":681622018266112,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.freed":710095319415808,"Purity/3FRt4SRqqt1FBt/event_proportion":0,"Purity/0FRt*SRqqt2FBt/FBt_purity":0.9809297919273376,"Purity/4FRt2SRqqt0FBt/SRqqt_purity":1,"Purity/1FRt1SRqqt2FBt/event_purity":0,"Purity/0FRt*SRqqt1FBt/FBt_purity":0.9957951307296753,"Purity/3FRt2SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.allocated":10137040798720,"DeviceStatsMonitor.on_validation_batch_end/segment.all.current":844,"Purity/*FRt3SRqqt2FBt/event_purity":0,"Purity/*FRt1SRqqt4FBt/SRqqt_purity":1,"Purity/1FRt2SRqqt3FBt/event_proportion":0,"Purity/1FRt1SRqqt1FBt/FRt_purity":0.2887204885482788,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated":159719669,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated":691725795515374,"Purity/1FRt3SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.current":18002944,"Purity/1FRt0SRqqt1FBt/event_purity":0.24293671548366547,"particle/specificity":0.9476725459098816,"Purity/2FRt*SRqqt3FBt/event_proportion":6.200397183420137e-05,"loss/FRt3/assignment_loss":1.3282729483419848,"Purity/2FRt3SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.allocated":714205478609920,"Purity/2FRt1SRqqt*FBt/FBt_purity":0.9937499761581421,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current":654437964,"Purity/2FRt*SRqqt2FBt/event_purity":0.013565892353653908,"Purity/4FRt0SRqqt*FBt/FRt_purity":0,"Purity/1FRt1SRqqt2FBt/FBt_purity":0.9628472924232483,"Purity/*FRt0SRqqt2FBt/event_proportion":0.0482390858232975,"Purity/*FRt2SRqqt1FBt/FBt_purity":0.9914966225624084,"Purity/*FRt1SRqqt2FBt/event_proportion":0.01698908768594265,"Purity/1FRt1SRqqt0FBt/SRqqt_purity":0.578194797039032,"Purity/2FRt1SRqqt*FBt/FRt_purity":0.2041894644498825,"Purity/3FRt0SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/segment.all.freed":0,"Purity/1FRt*SRqqt0FBt/SRqqt_purity":0.5502572655677795,"Purity/0FRt1SRqqt1FBt/event_purity":0.17308971285820007,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.freed":57995164,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.freed":704068784934912,"Purity/2FRt3SRqqt4FBt/event_proportion":0,"Purity/3FRt4SRqqt0FBt/FRt_purity":0.3333333432674408,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated":175041416,"Purity/1FRt3SRqqt1FBt/event_proportion":0.0011160714784637094,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.freed":704068784934912,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed":700009991969792,"DeviceStatsMonitor.on_validation_batch_start/active.all.peak":24401,"Purity/*FRt2SRqqt*FBt/FBt_purity":0.9849824905395508,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated":414,"Purity/1FRt*SRqqt3FBt/FBt_purity":0.9444444179534912,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak":9955586048,"Purity/2FRt1SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.freed":176131548,"loss/SRqqt1/detection_loss":2.8535334179478307,"Purity/3FRt2SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed":0,"Purity/3FRt4SRqqt0FBt/SRqqt_purity":0.5,"Purity/1FRt0SRqqt*FBt/FRt_purity":0.27130427956581116,"Purity/*FRt*SRqqt0FBt/SRqqt_purity":0.5492808222770691,"Purity/1FRt1SRqqt3FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.allocated":414,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak":889,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.freed":10136547968512,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed":175027398,"Purity/0FRt1SRqqt2FBt/event_proportion":0.0087425597012043,"Purity/4FRt2SRqqt*FBt/FRt_purity":0,"Purity/2FRt2SRqqt2FBt/FRt_purity":0.5,"Purity/*FRt1SRqqt*FBt/event_purity":0.2430351823568344,"Purity/*FRt0SRqqt*FBt/FBt_purity":0.9925675988197327,"Purity/0FRt3SRqqt1FBt/event_proportion":0.0006200397037900984,"Purity/3FRt4SRqqt*FBt/SRqqt_purity":0.5,"Purity/*FRt0SRqqt*FBt/FRt_purity":0.2665116786956787,"Purity/0FRt2SRqqt*FBt/event_purity":0.08287179470062256,"particle/accuracy_5_of_6":1,"Purity/1FRt0SRqqt*FBt/FBt_purity":0.9936092495918274,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.current":111149568,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current":23940096,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak":9955586048,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed":10583429854208,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.current":492830208,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated":10085983821824,"Purity/*FRt2SRqqt2FBt/event_purity":0,"Purity/1FRt1SRqqt1FBt/event_proportion":0.0392485111951828,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.current":18002944,"loss/FBt3/detection_loss":0.5601685338446664,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.peak":908,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.current":153,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated":10194255872,"Purity/4FRt*SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak":8838745088,"Purity/4FRt*SRqqt4FBt/event_proportion":0,"Purity/0FRt1SRqqt*FBt/event_proportion":0.2310267835855484,"epoch":9,"lr-AdamW/pg2":4.438051586773875e-09,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.current":490914392,"particle/accuracy_6_of_7":1,"Purity/3FRt2SRqqt1FBt/SRqqt_purity":0.5714285969734192,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.peak":163111424,"loss/SRqqt3/detection_loss":1.0094054467194984,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak":9148669952,"Purity/*FRt4SRqqt1FBt/FBt_purity":1,"Purity/2FRt1SRqqt3FBt/event_proportion":0,"Purity/4FRt*SRqqt0FBt/FRt_purity":0.125,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak":339635712,"Purity/1FRt*SRqqt4FBt/SRqqt_purity":1,"Purity/1FRt4SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/segment.all.current":844,"Purity/1FRt1SRqqt*FBt/event_proportion":0.172185018658638,"Purity/0FRt0SRqqt4FBt/event_purity":0.25,"Purity/4FRt0SRqqt3FBt/event_proportion":0,"Purity/4FRt3SRqqt1FBt/event_proportion":0,"Purity/3FRt*SRqqt3FBt/event_proportion":0,"Purity/1FRt1SRqqt*FBt/event_purity":0.014567936770617962,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed":775033508613632,"Purity/2FRt3SRqqt1FBt/event_purity":0,"jet/accuracy_1_of_2":0.7728320956230164,"Purity/*FRt1SRqqt4FBt/FBt_purity":0.75,"particle/accuracy_4_of_7":1,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak":908,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak":861853521,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed":10047385206414,"Purity/0FRt3SRqqt*FBt/event_purity":0,"Purity/4FRt0SRqqt2FBt/event_proportion":0,"Purity/3FRt*SRqqt1FBt/SRqqt_purity":0.6228070259094238,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.peak":10194255872,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed":710038146949120,"DeviceStatsMonitor.on_validation_batch_end/active.all.freed":404600086,"Purity/3FRt4SRqqt*FBt/event_purity":0,"Purity/*FRt1SRqqt*FBt/SRqqt_purity":0.5840963125228882,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.current":9326034944,"Purity/*FRt3SRqqt1FBt/event_proportion":0.002108135027810931,"Purity/1FRt2SRqqt0FBt/SRqqt_purity":0.5368471741676331,"Purity/2FRt4SRqqt4FBt/event_proportion":0,"Purity/0FRt2SRqqt*FBt/SRqqt_purity":0.5168694257736206,"Purity/1FRt3SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.allocated":9326034944,"Purity/1FRt3SRqqt0FBt/SRqqt_purity":0.4718323051929474,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.peak":9148669952,"Purity/1FRt*SRqqt3FBt/event_proportion":0.0013640873366966844,"Purity/0FRt2SRqqt0FBt/SRqqt_purity":0.511742115020752,"Purity/*FRt4SRqqt*FBt/event_proportion":0.0013020833721384406,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current":654437756,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current":868220928,"Purity/3FRt1SRqqt1FBt/SRqqt_purity":0.625,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated":710095993794560,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.current":510833152,"jet/accuracy_1_of_5":0.9688428640365601,"Purity/3FRt3SRqqt0FBt/event_proportion":0.0005580357392318547,"jet/accuracy_5_of_6":0,"Purity/4FRt*SRqqt3FBt/event_proportion":0,"Purity/4FRt*SRqqt*FBt/SRqqt_purity":1,"Purity/1FRt0SRqqt3FBt/FBt_purity":0.9583333134651184,"Purity/2FRt*SRqqt*FBt/event_proportion":0.1024305522441864,"Purity/3FRt1SRqqt*FBt/FRt_purity":0.1944444477558136,"loss/FBt2/assignment_loss":0.6060784711287391,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.peak":9643699025,"DeviceStatsMonitor.on_train_batch_start/num_sync_all_streams":2,"Purity/1FRt0SRqqt*FBt/event_proportion":0.1966765820980072,"Purity/*FRt4SRqqt0FBt/FRt_purity":0.1388888955116272,"Purity/*FRt*SRqqt1FBt/event_purity":0.40367475152015686,"Purity/*FRt*SRqqt3FBt/FRt_purity":0.5526315569877625,"Purity/0FRt0SRqqt2FBt/event_proportion":0.02963789738714695,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.peak":908,"Purity/1FRt2SRqqt0FBt/event_proportion":0.0474950410425663,"Purity/1FRt2SRqqt*FBt/FBt_purity":0.9744047522544861,"Purity/3FRt2SRqqt0FBt/SRqqt_purity":0.5864197611808777,"Purity/3FRt1SRqqt*FBt/FBt_purity":1,"Purity/*FRt0SRqqt3FBt/FBt_purity":0.9444443583488464,"Purity/*FRt0SRqqt0FBt/event_proportion":0.1573040634393692,"Purity/3FRt3SRqqt0FBt/FRt_purity":0.0833333358168602,"Purity/1FRt*SRqqt2FBt/event_purity":0.08541865646839142,"Purity/1FRt2SRqqt*FBt/FRt_purity":0.14173075556755066,"Purity/0FRt*SRqqt1FBt/event_purity":0.6437471508979797,"Purity/4FRt0SRqqt1FBt/event_proportion":0,"Purity/4FRt2SRqqt0FBt/event_proportion":6.200397183420137e-05,"Purity/*FRt*SRqqt4FBt/FRt_purity":0.5,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.peak":863815680,"Purity/1FRt1SRqqt*FBt/SRqqt_purity":0.5911991596221924,"Purity/*FRt0SRqqt1FBt/event_proportion":0.1462053507566452,"Purity/*FRt1SRqqt2FBt/FRt_purity":0.3927689790725708,"particle/accuracy_1_of_4":1,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.allocated":57999752,"Purity/3FRt*SRqqt*FBt/event_proportion":0.01016865111887455,"Purity/2FRt2SRqqt2FBt/event_proportion":6.200397183420137e-05,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.peak":24128,"DeviceStatsMonitor.on_validation_batch_end/max_split_size":-1,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.current":135089664,"Purity/3FRt3SRqqt0FBt/SRqqt_purity":0.7708333134651184,"Purity/3FRt1SRqqt4FBt/event_proportion":0,"Purity/4FRt1SRqqt*FBt/event_proportion":6.200397183420137e-05,"DeviceStatsMonitor.on_validation_batch_end/num_alloc_retries":0,"Purity/3FRt1SRqqt2FBt/SRqqt_purity":0.5,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.freed":0,"Purity/2FRt2SRqqt2FBt/event_purity":0,"Purity/2FRt*SRqqt4FBt/event_proportion":0,"particle/accuracy":0.8514746427536011,"Purity/4FRt2SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak":9326034944,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.allocated":10194255872,"particle/accuracy_3_of_3":1,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.freed":10136547968512,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated":700010009972736,"jet/accuracy_7_of_7":0,"Purity/0FRt0SRqqt0FBt/event_purity":1,"Purity/*FRt1SRqqt0FBt/event_purity":0.2983870804309845,"Purity/0FRt1SRqqt*FBt/FBt_purity":0.9805707335472107,"Purity/2FRt0SRqqt2FBt/event_purity":0.015350878238677979,"Purity/*FRt1SRqqt4FBt/event_proportion":6.200397183420137e-05,"Purity/0FRt4SRqqt0FBt/event_purity":0,"Purity/0FRt*SRqqt*FBt/SRqqt_purity":0.548569917678833,"Purity/2FRt4SRqqt0FBt/event_proportion":0.0003100198518950492,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current":9326034944,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.allocated":404616065,"Purity/2FRt2SRqqt4FBt/event_proportion":0,"Purity/4FRt3SRqqt4FBt/event_proportion":0,"Purity/3FRt4SRqqt3FBt/event_proportion":0,"Purity/2FRt1SRqqt*FBt/event_proportion":0.0416666679084301,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak":863815680,"Purity/*FRt4SRqqt0FBt/SRqqt_purity":0.3263888955116272,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.peak":2605,"Purity/*FRt4SRqqt*FBt/SRqqt_purity":0.3263888955116272,"Purity/2FRt1SRqqt0FBt/event_proportion":0.0318080373108387,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.allocated":868220928,"Purity/1FRt3SRqqt*FBt/event_purity":0,"Purity/*FRt*SRqqt3FBt/SRqqt_purity":0.949999988079071,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak":163111424,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed":0,"Purity/2FRt3SRqqt2FBt/event_proportion":0,"_timestamp":1.7884545629111624e+09,"Purity/2FRt2SRqqt1FBt/SRqqt_purity":0.6160714030265808,"Purity/0FRt0SRqqt2FBt/event_purity":0.33289802074432373,"Purity/*FRt1SRqqt1FBt/event_purity":0.1008041724562645,"Purity/1FRt2SRqqt2FBt/FRt_purity":0.2666666805744171,"Purity/2FRt1SRqqt1FBt/SRqqt_purity":0.5607143044471741,"DeviceStatsMonitor.on_validation_batch_start/num_oom_rejections":0,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.peak":2605,"Purity/1FRt2SRqqt2FBt/event_purity":0,"Purity/0FRt1SRqqt0FBt/event_purity":0.5706679224967957,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.freed":10098863861202,"Purity/1FRt2SRqqt1FBt/event_purity":0.003448275849223137,"Purity/*FRt1SRqqt*FBt/FRt_purity":0.18758326768875122,"particle/accuracy_2_of_6":1,"Purity/*FRt1SRqqt3FBt/SRqqt_purity":0.9444444179534912,"Purity/*FRt2SRqqt3FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.current":17039360,"Purity/1FRt*SRqqt3FBt/FRt_purity":0.5555555820465088,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.peak":414,"Purity/0FRt0SRqqt*FBt/event_purity":0.8136881589889526,"Purity/*FRt1SRqqt4FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.allocated":176142356,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.peak":2605,"Purity/0FRt1SRqqt2FBt/event_purity":0.021141216158866882,"Purity/*FRt1SRqqt*FBt/FBt_purity":0.9836550354957581,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated":10584460367360,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current":10194255872,"Purity/3FRt*SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/active.all.peak":24401,"DeviceStatsMonitor.on_train_batch_end/segment.all.allocated":844,"Purity/*FRt2SRqqt*FBt/SRqqt_purity":0.53165203332901,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.allocated":57995317,"Purity/1FRt*SRqqt4FBt/FRt_purity":0.5,"jet/accuracy_4_of_5":0.012160778045654297,"particle/accuracy_4_of_5":1,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.peak":861853521,"Purity/1FRt*SRqqt3FBt/SRqqt_purity":1,"Purity/3FRt1SRqqt2FBt/FRt_purity":0.1666666716337204,"Purity/2FRt0SRqqt0FBt/event_purity":0.02335028350353241,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.peak":268325376,"Purity/2FRt2SRqqt1FBt/event_proportion":0.00390625,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.current":2,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.current":430,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.current":10194255872,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated":775033696164352,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak":861853521,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.freed":176142354,"Purity/0FRt*SRqqt2FBt/event_purity":0.24813145399093628,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed":0,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.allocated":10636903090688,"Purity/2FRt2SRqqt*FBt/FRt_purity":0.1398998647928238,"Purity/3FRt*SRqqt2FBt/event_purity":0,"Purity/4FRt2SRqqt*FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.peak":414,"Purity/4FRt0SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed":681676922396672,"jet/accuracy_2_of_6":0.37820515036582947,"DeviceStatsMonitor.on_validation_batch_start/segment.all.freed":0,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak":0,"Purity/0FRt2SRqqt3FBt/event_proportion":6.200397183420137e-05,"Purity/0FRt0SRqqt*FBt/event_proportion":0.1191096231341362,"Purity/0FRt4SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/active.all.freed":402358011,"particle/accuracy_3_of_4":1,"Purity/4FRt4SRqqt0FBt/event_proportion":0,"Purity/2FRt1SRqqt0FBt/event_purity":0,"jet/accuracy_5_of_7":0,"Purity/*FRt0SRqqt2FBt/FRt_purity":0.5119688510894775,"DeviceStatsMonitor.on_train_batch_end/num_ooms":0,"Purity/*FRt1SRqqt3FBt/FBt_purity":0.8518518209457397,"Purity/1FRt2SRqqt*FBt/event_proportion":0.0573536716401577,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated":774971180634624,"Purity/0FRt4SRqqt*FBt/FBt_purity":1,"Purity/*FRt3SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak":414,"Purity/*FRt*SRqqt4FBt/event_purity":0.1666666716337204,"Purity/0FRt*SRqqt*FBt/event_purity":0.504177451133728,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.current":507953752,"DeviceStatsMonitor.on_train_batch_start/allocation.all.current":20040,"Purity/0FRt0SRqqt2FBt/FBt_purity":0.9867123961448669,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed":764387561119232,"DeviceStatsMonitor.on_train_batch_start/segment.all.peak":844,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated":102117870,"Purity/0FRt2SRqqt2FBt/event_purity":0,"Purity/4FRt1SRqqt0FBt/event_proportion":6.200397183420137e-05,"Purity/*FRt4SRqqt*FBt/event_purity":0,"Purity/2FRt2SRqqt*FBt/FBt_purity":0.9767441749572754,"Purity/2FRt4SRqqt0FBt/FRt_purity":0.20000000298023224,"jet/accuracy_3_of_5":0.08776241540908813,"jet/accuracy_3_of_3":0.02130918949842453,"Purity/*FRt3SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.freed":714242162932224,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.peak":9326034944,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.allocated":704105632966656,"Purity/1FRt0SRqqt2FBt/FRt_purity":0.5728986859321594,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.peak":9955586048,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.current":507953752,"Purity/1FRt0SRqqt4FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak":30,"Purity/3FRt2SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed":710095319415808,"Purity/1FRt3SRqqt*FBt/SRqqt_purity":0.47068968415260315,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.peak":0,"Purity/3FRt1SRqqt1FBt/event_proportion":0.0009920635493472219,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated":102126038,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.freed":228450430,"Purity/0FRt0SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.allocated":176131550,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.allocated":10137040798720,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.allocated":0,"Purity/1FRt1SRqqt3FBt/FRt_purity":0,"Purity/0FRt1SRqqt3FBt/FBt_purity":0.80952388048172,"Purity/1FRt*SRqqt1FBt/SRqqt_purity":0.5741655230522156,"Purity/*FRt4SRqqt2FBt/event_proportion":0,"Purity/2FRt4SRqqt*FBt/event_proportion":0.0003100198518950492,"Purity/*FRt2SRqqt*FBt/event_purity":0.035354550927877426,"Purity/0FRt3SRqqt1FBt/event_purity":0,"Purity/3FRt0SRqqt1FBt/event_purity":0,"Purity/*FRt2SRqqt4FBt/event_proportion":0,"Purity/1FRt1SRqqt4FBt/FRt_purity":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated":159706974,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.current":492830208,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed":227330613,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak":414,"Purity/1FRt0SRqqt*FBt/event_purity":0.18985514342784882,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak":9326034944,"Purity/1FRt0SRqqt2FBt/event_purity":0.12812255322933197,"Purity/1FRt3SRqqt2FBt/event_proportion":6.200397183420137e-05,"Purity/*FRt0SRqqt4FBt/FBt_purity":0.8999999761581421,"Purity/2FRt2SRqqt1FBt/FRt_purity":0.225198432803154,"Purity/*FRt1SRqqt0FBt/FRt_purity":0.14023247361183167,"Purity/*FRt2SRqqt1FBt/SRqqt_purity":0.5619015693664551,"particle/accuracy_1_of_6":1,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.peak":863815680,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.allocated":176131550,"Purity/*FRt4SRqqt0FBt/event_proportion":0.0012400794075801969,"DeviceStatsMonitor.on_validation_batch_start/num_ooms":0,"Purity/2FRt4SRqqt*FBt/SRqqt_purity":0.25,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.allocated":414,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.peak":2605,"DeviceStatsMonitor.on_validation_batch_end/num_sync_all_streams":2,"Purity/2FRt2SRqqt2FBt/FBt_purity":1,"Purity/3FRt0SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.freed":228457732,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.freed":685602481833984,"Purity/*FRt0SRqqt0FBt/event_purity":0.151108980178833,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated":0,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.current":414,"Purity/*FRt*SRqqt4FBt/event_proportion":0.00037202381645329297,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.current":510833152,"Purity/3FRt2SRqqt*FBt/event_purity":0,"Purity/*FRt2SRqqt2FBt/SRqqt_purity":0.44333332777023315,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak":8838745088,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.current":0,"Purity/1FRt0SRqqt4FBt/event_purity":0,"Purity/0FRt0SRqqt*FBt/FBt_purity":0.9913515448570251,"Purity/4FRt0SRqqt*FBt/event_proportion":6.200397183420137e-05,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed":764449211856896,"particle/accuracy_1_of_1":1,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.current":0,"Purity/1FRt*SRqqt2FBt/event_proportion":0.0223214291036129,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.allocated":430,"Purity/1FRt2SRqqt*FBt/event_purity":0.0030595569405704737,"Purity/2FRt0SRqqt3FBt/event_purity":0,"Purity/4FRt*SRqqt*FBt/event_proportion":0.00018601190822664648,"DeviceStatsMonitor.on_train_batch_start/active.all.current":20040,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed":691725124038050,"loss/FRt2/detection_loss":2.2558716400103136,"Purity/2FRt*SRqqt0FBt/event_proportion":0.0758928582072258,"Purity/2FRt2SRqqt1FBt/FBt_purity":0.976190447807312,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated":10085983821824,"Purity/3FRt3SRqqt2FBt/event_proportion":0,"Purity/3FRt1SRqqt*FBt/SRqqt_purity":0.6087963581085205,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak":24128,"particle/sensitivity":0.33154258131980896,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.current":23940096,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current":20064,"Purity/1FRt4SRqqt0FBt/event_proportion":0.00037202381645329297,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.current":10194255872,"Purity/2FRt1SRqqt2FBt/event_proportion":0.0018601190531626344,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed":227349067,"DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams":2,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.peak":10194255872,"Purity/0FRt2SRqqt3FBt/SRqqt_purity":1,"Purity/0FRt4SRqqt1FBt/FBt_purity":1,"Purity/4FRt1SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.allocated":685602498873344,"Purity/1FRt3SRqqt2FBt/SRqqt_purity":0.6666666865348816,"Purity/0FRt1SRqqt4FBt/event_proportion":0,"Purity/*FRt1SRqqt1FBt/FBt_purity":0.9936118125915527,"DeviceStatsMonitor.on_validation_batch_end/segment.all.peak":844,"jet/accuracy_2_of_7":0.5,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.peak":9148669952,"Purity/1FRt*SRqqt4FBt/event_proportion":0.00012400794366840273,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.current":430,"Purity/*FRt0SRqqt4FBt/event_purity":0.20000000298023224,"loss/FRt1/assignment_loss":3.851417292248119,"particle/accuracy_2_of_3":1,"_runtime":9685,"Purity/0FRt*SRqqt0FBt/SRqqt_purity":0.5415242910385132,"Purity/4FRt0SRqqt*FBt/event_purity":0,"jet/accuracy_2_of_4":0.3706265389919281,"Purity/1FRt1SRqqt1FBt/event_purity":0.027512775734066963,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.current":153,"Purity/4FRt*SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.allocated":714205478609920,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed":0,"Purity/4FRt1SRqqt0FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated":175041416,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.current":18002944,"Purity/2FRt4SRqqt*FBt/event_purity":0,"particle/accuracy_3_of_5":1,"Purity/2FRt2SRqqt0FBt/SRqqt_purity":0.5582482814788818,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.allocated":685637792632832,"DeviceStatsMonitor.on_train_batch_start/max_split_size":-1,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated":681622035305472,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.freed":0,"Purity/4FRt2SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.peak":24128,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed":10084508018176,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.current":510833152,"Purity/3FRt2SRqqt*FBt/SRqqt_purity":0.6005747318267822,"Purity/2FRt1SRqqt1FBt/event_proportion":0.007998512126505375,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.peak":24128,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed":159719212,"Purity/0FRt2SRqqt0FBt/event_proportion":0.0431547611951828,"Purity/0FRt1SRqqt2FBt/FBt_purity":0.9683907628059387,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.allocated":768771176245248,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.peak":339635712,"Purity/1FRt*SRqqt2FBt/SRqqt_purity":0.5724817514419556,"Purity/0FRt1SRqqt1FBt/FBt_purity":0.98872971534729,"Purity/1FRt2SRqqt*FBt/SRqqt_purity":0.532017171382904,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak":163111424,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated":868220928,"Purity/4FRt*SRqqt2FBt/event_proportion":0,"Purity/0FRt0SRqqt3FBt/FBt_purity":0.9479167461395264,"Purity/0FRt4SRqqt4FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current":674365440,"Purity/*FRt1SRqqt1FBt/FRt_purity":0.30970388650894165,"DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated":402378051,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed":227330613,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.peak":9643699025,"Purity/3FRt1SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.allocated":714242673765376,"Purity/2FRt2SRqqt0FBt/FRt_purity":0.10594291239976883,"DeviceStatsMonitor.on_train_batch_end/segment.all.freed":0,"Purity/3FRt0SRqqt2FBt/event_proportion":6.200397183420137e-05,"Purity/0FRt1SRqqt1FBt/SRqqt_purity":0.5689042210578918,"particle/accuracy_3_of_7":1,"Purity/1FRt3SRqqt*FBt/event_proportion":0.008990575559437275,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed":57588662,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated":0,"particle/accuracy_2_of_4":1,"Purity/2FRt4SRqqt*FBt/FRt_purity":0.20000000298023224,"loss/FRt4/assignment_loss":2.3165668538122466,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.freed":10099227470610,"Purity/1FRt1SRqqt2FBt/event_proportion":0.006138392724096775,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current":17039360,"DeviceStatsMonitor.on_validation_batch_start/segment.all.allocated":844,"Purity/*FRt1SRqqt2FBt/FBt_purity":0.96648108959198,"Purity/*FRt0SRqqt3FBt/event_purity":0.0674603208899498,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.allocated":10136675672064,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.allocated":102771454,"Purity/1FRt3SRqqt1FBt/SRqqt_purity":0.4270833134651184,"Purity/*FRt*SRqqt3FBt/event_proportion":0.0045262896455824375,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current":189661184,"Purity/3FRt1SRqqt1FBt/FBt_purity":1,"Purity/0FRt0SRqqt3FBt/event_purity":0.0572916679084301,"Purity/*FRt1SRqqt*FBt/event_proportion":0.4486607015132904,"Purity/4FRt*SRqqt*FBt/FRt_purity":0.125,"Purity/*FRt4SRqqt1FBt/event_proportion":6.200397183420137e-05,"Purity/*FRt*SRqqt1FBt/event_proportion":0.2714533805847168,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current":656375808,"Purity/*FRt0SRqqt1FBt/event_purity":0.6806453466415405,"Purity/*FRt2SRqqt0FBt/event_purity":0.040009524673223495,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed":102117868,"Purity/4FRt4SRqqt1FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.peak":0,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed":699953638930944,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.freed":695737003064082,"Purity/3FRt1SRqqt3FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/active.all.freed":404581978,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.current":111149568,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak":863815680,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.current":868220928,"Purity/4FRt4SRqqt2FBt/event_proportion":0,"Purity/2FRt4SRqqt0FBt/SRqqt_purity":0.25,"Purity/3FRt1SRqqt2FBt/event_purity":0,"loss/total_loss":44.12688117251605,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.freed":695701345695186,"Purity/0FRt4SRqqt1FBt/event_proportion":6.200397183420137e-05,"Purity/1FRt4SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current":674378752,"Purity/2FRt2SRqqt2FBt/SRqqt_purity":0,"Purity/1FRt*SRqqt1FBt/event_proportion":0.0987723246216774,"Purity/0FRt*SRqqt4FBt/event_proportion":0.00024801588733680546,"Purity/0FRt*SRqqt*FBt/event_proportion":0.4109002947807312,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated":175027400,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak":339635712,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed":175027398,"Purity/1FRt1SRqqt4FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed":10048201641378,"DeviceStatsMonitor.on_train_batch_start/num_device_alloc":844,"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.peak":24128,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.allocated":160777710,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current":656362496,"Purity/1FRt2SRqqt1FBt/FBt_purity":0.9793103337287903,"Purity/0FRt4SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated":414,"Purity/1FRt2SRqqt2FBt/FBt_purity":0.949999988079071,"Purity/0FRt1SRqqt2FBt/SRqqt_purity":0.618739664554596,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.freed":228457732,"Purity/1FRt0SRqqt0FBt/FRt_purity":0.17721357941627502,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed":774970990973440,"Purity/0FRt0SRqqt3FBt/event_proportion":0.0026041667442768812,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed":227349067,"Purity/*FRt3SRqqt2FBt/event_proportion":6.200397183420137e-05,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current":671477116,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.current":490914392,"DeviceStatsMonitor.on_validation_batch_end/num_device_alloc":844,"Purity/*FRt1SRqqt1FBt/event_proportion":0.1005084291100502,"Purity/1FRt3SRqqt0FBt/event_proportion":0.0078125,"Purity/4FRt3SRqqt0FBt/event_proportion":0,"Purity/3FRt1SRqqt0FBt/event_purity":0,"Purity/3FRt1SRqqt1FBt/FRt_purity":0.3124999701976776,"Purity/2FRt*SRqqt0FBt/SRqqt_purity":0.5676147937774658,"Purity/2FRt4SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.allocated":228466407,"Purity/0FRt*SRqqt2FBt/SRqqt_purity":0.6139830350875854,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.freed":714204967776768,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.current":15977,"Purity/2FRt3SRqqt*FBt/SRqqt_purity":0.44729727506637573,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current":2,"Purity/1FRt2SRqqt1FBt/FRt_purity":0.28074711561203003,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak":268325376,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.allocated":430,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current":656362496,"Purity/*FRt*SRqqt0FBt/event_proportion":0.61557537317276,"DeviceStatsMonitor.on_train_batch_end/allocation.all.peak":24401,"Purity/*FRt0SRqqt0FBt/FRt_purity":0.17898771166801453,"Purity/1FRt2SRqqt2FBt/SRqqt_purity":0.4000000059604645,"DeviceStatsMonitor.on_validation_batch_start/num_device_free":0,"DeviceStatsMonitor.on_validation_batch_end/num_ooms":0,"Purity/0FRt3SRqqt0FBt/SRqqt_purity":0.47331154346466064,"particle/accuracy_4_of_4":1,"Purity/3FRt1SRqqt2FBt/FBt_purity":1,"Purity/4FRt3SRqqt2FBt/event_proportion":0,"Purity/4FRt2SRqqt0FBt/FRt_purity":0,"loss/SRqqt1/assignment_loss":2.1144635388928075,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.freed":10637157067776,"Purity/*FRt0SRqqt2FBt/FBt_purity":0.9881795644760132,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.peak":0,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.current":2,"Purity/*FRt4SRqqt1FBt/event_purity":0,"Purity/0FRt2SRqqt2FBt/SRqqt_purity":0.5357142686843872,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.peak":24128,"Purity/4FRt2SRqqt0FBt/event_purity":0,"Purity/*FRt4SRqqt*FBt/FRt_purity":0.1388888955116272,"DeviceStatsMonitor.on_train_batch_start/allocation.all.peak":24401,"DeviceStatsMonitor.on_validation_batch_start/max_split_size":-1,"Purity/3FRt1SRqqt0FBt/FRt_purity":0.12000001221895218,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.allocated":714242673765376,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.peak":863815680,"Purity/2FRt0SRqqt3FBt/FRt_purity":0.5,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.freed":704105614963712,"trainer/global_step":12089,"Purity/4FRt4SRqqt*FBt/event_proportion":0,"Purity/2FRt3SRqqt0FBt/event_proportion":0.0035962301772087812,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.peak":889,"Purity/1FRt0SRqqt1FBt/FRt_purity":0.4103299677371979,"Purity/0FRt2SRqqt2FBt/event_proportion":0.0009920635493472219,"particle/accuracy_1_of_7":1,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.peak":9148669952,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.allocated":704068802937856,"Purity/2FRt*SRqqt1FBt/SRqqt_purity":0.5752274990081787,"Purity/0FRt1SRqqt3FBt/SRqqt_purity":0.8571428656578064,"Purity/3FRt*SRqqt2FBt/SRqqt_purity":0.5,"Purity/0FRt*SRqqt3FBt/SRqqt_purity":0.875,"Purity/*FRt0SRqqt1FBt/FRt_purity":0.4048507809638977,"DeviceStatsMonitor.on_train_batch_end/segment.all.peak":844,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current":457,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.current":15979,"Purity/1FRt0SRqqt2FBt/FBt_purity":0.9896175265312195,"DeviceStatsMonitor.on_train_batch_start/segment.all.freed":0,"Purity/1FRt2SRqqt0FBt/FRt_purity":0.11197067052125931,"DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated":402410547,"Purity/2FRt*SRqqt3FBt/FRt_purity":0.5,"Purity/*FRt4SRqqt*FBt/FBt_purity":1,"Purity/0FRt2SRqqt1FBt/event_purity":0.027987422421574593,"Purity/3FRt3SRqqt*FBt/FRt_purity":0.0833333358168602,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated":10194255872,"jet/accuracy_3_of_7":0,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.current":868220928,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.current":0,"DeviceStatsMonitor.on_validation_batch_start/segment.all.peak":844,"loss/SRqqt4/detection_loss":1.4328100616378443,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed":0,"loss/FBt4/assignment_loss":0.36273746204315105,"Purity/1FRt0SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.current":23940096,"jet/accuracy_1_of_1":0.5188506841659546,"Purity/1FRt2SRqqt1FBt/event_proportion":0.0088665671646595,"Purity/4FRt2SRqqt*FBt/event_proportion":6.200397183420137e-05,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated":681676939436032,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current":18002944,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.current":0,"Purity/0FRt0SRqqt4FBt/FBt_purity":0.875,"Purity/2FRt0SRqqt3FBt/event_proportion":6.200397183420137e-05,"Purity/2FRt0SRqqt1FBt/event_purity":0.09047619253396988,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak":430,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current":20038,"DeviceStatsMonitor.on_train_batch_end/active.all.allocated":402410547,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed":10584296756736,"Purity/1FRt1SRqqt0FBt/event_purity":0.01247055921703577,"Purity/1FRt*SRqqt0FBt/event_purity":0.08006218820810318,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current":18002944,"jet/accuracy_6_of_6":0,"jet/accuracy_1_of_6":1,"Purity/4FRt2SRqqt3FBt/event_proportion":0,"Purity/2FRt3SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated":10048039644170,"Purity/2FRt3SRqqt0FBt/SRqqt_purity":0.46531984210014343,"Purity/2FRt*SRqqt2FBt/event_proportion":0.00533234141767025,"Purity/2FRt*SRqqt1FBt/event_proportion":0.02114335261285305,"Purity/0FRt1SRqqt1FBt/event_proportion":0.052269347012043,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak":889,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed":57593176,"DeviceStatsMonitor.on_train_batch_end/active.all.peak":24401,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.freed":228450430,"Purity/*FRt0SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.allocated":228473709,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.peak":30,"Purity/4FRt1SRqqt2FBt/event_proportion":0,"Purity/0FRt4SRqqt0FBt/event_proportion":0.0004340277810115367,"Purity/0FRt3SRqqt*FBt/SRqqt_purity":0.47069716453552246,"Purity/1FRt4SRqqt1FBt/event_proportion":0,"Purity/1FRt0SRqqt4FBt/event_proportion":6.200397183420137e-05,"particle/accuracy_3_of_6":1}