{"DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak":1458,"Purity/1FRt*SRqqt1FBt/FRt_purity":0.7847511172294617,"Purity/2FRt1SRqqt*FBt/event_proportion":0.0003173828008584678,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak":1679455744,"Purity/2FRt0SRqqt1FBt/event_proportion":0.0001220703125,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed":0,"Purity/*FRt1SRqqt0FBt/event_purity":0.6142467260360718,"Purity/0FRt*SRqqt0FBt/SRqqt_purity":0.6550000905990601,"jet/accuracy_3_of_4":0.3125,"Purity/2FRt1SRqqt1FBt/event_purity":0,"particle/accuracy_1_of_2":1,"Purity/2FRt*SRqqt0FBt/SRqqt_purity":0.7727272510528564,"Purity/2FRt1SRqqt*FBt/event_purity":0,"Purity/1FRt*SRqqt*FBt/FBt_purity":0.9949800372123718,"jet/accuracy_1_of_4":1,"Purity/2FRt1SRqqt*FBt/SRqqt_purity":0.6818181872367859,"Purity/*FRt2SRqqt0FBt/SRqqt_purity":0.7258275747299194,"Purity/*FRt0SRqqt*FBt/event_purity":0.44882339239120483,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated":2701288617788928,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed":257957853,"particle/accuracy_1_of_3":1,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated":387975111,"Purity/1FRt0SRqqt0FBt/event_purity":0.19633257389068604,"Purity/2FRt*SRqqt1FBt/SRqqt_purity":0.5,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated":11156092019452928,"Purity/0FRt*SRqqt1FBt/FBt_purity":0.9856573343276978,"Purity/1FRt*SRqqt2FBt/FRt_purity":0.9688374996185303,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed":11155951450321920,"Purity/2FRt*SRqqt1FBt/FBt_purity":1,"Purity/1FRt0SRqqt*FBt/event_proportion":0.16718749701976776,"Purity/1FRt*SRqqt2FBt/event_purity":0.9009103178977966,"Purity/2FRt2SRqqt0FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated":2564851486829568,"Purity/1FRt1SRqqt2FBt/FBt_purity":0.5,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated":130013746,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak":24592838656,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed":2701323582027776,"Purity/*FRt1SRqqt2FBt/SRqqt_purity":0.2433333396911621,"jet/accuracy_2_of_4":0.875,"Purity/0FRt*SRqqt0FBt/event_proportion":0.613818347454071,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current":818,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.current":253,"Purity/0FRt1SRqqt1FBt/event_proportion":0.02724609337747097,"Purity/*FRt0SRqqt0FBt/FRt_purity":0.19588178396224976,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated":23660068864,"Purity/*FRt0SRqqt*FBt/FRt_purity":0.22188249230384827,"Purity/*FRt1SRqqt2FBt/event_proportion":0.0011718750465661287,"Purity/0FRt*SRqqt1FBt/SRqqt_purity":0.6682162880897522,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed":257961121,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak":12052,"loss/SRqqt1/detection_loss":0.3130998025817584,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak":25375539200,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current":1154,"Purity/0FRt0SRqqt1FBt/FBt_purity":0.9940807223320007,"validation_average_jet_accuracy":0.5954309701919556,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak":818,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak":558,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak":1679455744,"Purity/1FRt2SRqqt0FBt/SRqqt_purity":0.7561965584754944,"Purity/2FRt2SRqqt*FBt/event_proportion":4.882812572759576e-05,"Purity/1FRt1SRqqt0FBt/SRqqt_purity":0.6777622103691101,"Purity/*FRt0SRqqt1FBt/event_proportion":0.06181640550494194,"Purity/*FRt1SRqqt2FBt/FBt_purity":0.8583332896232605,"DeviceStatsMonitor.on_train_batch_start/max_split_size":-1,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current":6,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current":23660068864,"loss/FBt1/assignment_loss":0.0037835618126833156,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak":76,"Purity/0FRt2SRqqt1FBt/event_proportion":0.0010253905784338713,"Purity/1FRt2SRqqt0FBt/event_proportion":0.0035156249068677425,"DeviceStatsMonitor.on_train_batch_start/num_device_alloc":1972,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed":2564851402636288,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current":1371691520,"Purity/1FRt0SRqqt2FBt/FBt_purity":0.9978992342948914,"Purity/2FRt0SRqqt2FBt/event_purity":1,"DeviceStatsMonitor.on_train_batch_start/num_ooms":0,"Purity/1FRt*SRqqt*FBt/event_proportion":0.1978759765625,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current":84193280,"Purity/2FRt0SRqqt1FBt/event_purity":0.4000000059604645,"Purity/*FRt1SRqqt0FBt/event_proportion":0.562207043170929,"Purity/2FRt2SRqqt0FBt/event_purity":0,"Purity/*FRt2SRqqt0FBt/event_purity":0.5039768218994141,"Purity/*FRt1SRqqt1FBt/event_purity":0.5882750749588013,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed":115692771019776,"Purity/1FRt1SRqqt*FBt/event_proportion":0.02714843675494194,"Purity/0FRt*SRqqt2FBt/event_proportion":0.01630859449505806,"Purity/*FRt2SRqqt2FBt/FBt_purity":1,"Purity/0FRt2SRqqt2FBt/FBt_purity":1,"Purity/1FRt*SRqqt1FBt/SRqqt_purity":0.7263157963752747,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak":1679455744,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak":25375539200,"Purity/1FRt2SRqqt1FBt/FRt_purity":0,"particle/accuracy_2_of_3":1,"Purity/2FRt*SRqqt0FBt/event_purity":0.04259259253740311,"Purity/2FRt1SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current":23660068864,"DeviceStatsMonitor.on_train_batch_end/num_ooms":0,"DeviceStatsMonitor.on_train_batch_end/allocation.all.peak":12109,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated":1154,"Purity/2FRt1SRqqt0FBt/SRqqt_purity":0.7222222089767456,"DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated":1317551522,"Purity/1FRt2SRqqt*FBt/FBt_purity":1,"Purity/1FRt0SRqqt1FBt/event_proportion":0.0049804686568677425,"Purity/0FRt*SRqqt0FBt/event_purity":0.6220077276229858,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak":0,"Purity/2FRt0SRqqt*FBt/event_purity":0.10959596186876297,"particle/accuracy_3_of_4":1,"Purity/*FRt*SRqqt2FBt/FBt_purity":0.9797846674919128,"DeviceStatsMonitor.on_train_batch_end/allocation.all.current":9948,"Purity/*FRt1SRqqt0FBt/SRqqt_purity":0.6369787454605103,"loss/SRqqt2/detection_loss":0.40957495622999474,"Purity/*FRt2SRqqt*FBt/FRt_purity":0.09639805555343628,"Purity/*FRt*SRqqt2FBt/SRqqt_purity":0.23999999463558197,"DeviceStatsMonitor.on_train_batch_end/num_device_free":0,"Purity/0FRt2SRqqt0FBt/event_proportion":0.07595214992761612,"Purity/2FRt*SRqqt*FBt/event_proportion":0.0020507811568677425,"Purity/1FRt0SRqqt0FBt/FRt_purity":0.19633257389068604,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated":2701323701411328,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current":1344735744,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated":11155951477277696,"_timestamp":1.782975448448287e+09,"Purity/1FRt0SRqqt*FBt/FRt_purity":0.22163502871990204,"Purity/1FRt0SRqqt0FBt/event_proportion":0.16049805283546448,"Purity/2FRt*SRqqt2FBt/FRt_purity":1,"Purity/*FRt2SRqqt0FBt/FRt_purity":0.09639805555343628,"Purity/1FRt*SRqqt1FBt/FBt_purity":0.9977272152900696,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak":12052,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak":1678680722,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak":1154,"Purity/1FRt1SRqqt1FBt/SRqqt_purity":0.730701744556427,"Purity/0FRt*SRqqt*FBt/FBt_purity":0.9833604693412781,"Purity/*FRt*SRqqt*FBt/FRt_purity":0.23509784042835236,"Purity/2FRt*SRqqt1FBt/FRt_purity":0.6428571343421936,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current":244,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak":1154,"Purity/2FRt2SRqqt1FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current":1715470336,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed":602963439,"Purity/*FRt*SRqqt0FBt/FRt_purity":0.20486097037792206,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak":23660068864,"DeviceStatsMonitor.on_train_batch_end/num_alloc_retries":0,"Purity/2FRt*SRqqt*FBt/FBt_purity":1,"Purity/0FRt2SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current":1371684352,"Purity/*FRt0SRqqt2FBt/FBt_purity":0.98582524061203,"Purity/*FRt2SRqqt*FBt/event_purity":0.4973946511745453,"Purity/1FRt1SRqqt0FBt/FRt_purity":0.2841393053531647,"Purity/*FRt2SRqqt*FBt/SRqqt_purity":0.7227476835250854,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current":84193280,"DeviceStatsMonitor.on_train_batch_end/max_split_size":-1,"Purity/*FRt2SRqqt1FBt/event_proportion":0.0010498047340661287,"Purity/1FRt1SRqqt*FBt/FRt_purity":0.3424318730831146,"_runtime":72764,"loss/SRqqt1/assignment_loss":0.08988448143164816,"Purity/0FRt1SRqqt0FBt/event_proportion":0.5378662347793579,"Purity/*FRt2SRqqt1FBt/SRqqt_purity":0.5224359035491943,"loss/FRt2/assignment_loss":0.08502176008024416,"_step":6243,"Purity/*FRt2SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated":602955889,"Purity/1FRt*SRqqt0FBt/event_proportion":0.18808594346046448,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated":11271787603681792,"particle/f_score":0.7068880796432495,"Purity/*FRt1SRqqt*FBt/FRt_purity":0.3401750922203064,"Purity/*FRt1SRqqt1FBt/event_proportion":0.03034668043255806,"lr-AdamW/pg2":6.469222502888329e-14,"Purity/*FRt0SRqqt*FBt/event_proportion":0.24072265625,"particle/specificity":0.9328330159187317,"Purity/0FRt2SRqqt1FBt/event_purity":0,"Purity/0FRt0SRqqt1FBt/event_purity":0.9940807223320007,"Purity/*FRt1SRqqt0FBt/FRt_purity":0.2823059558868408,"Purity/0FRt0SRqqt2FBt/event_purity":0.9690459370613098,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed":0,"DeviceStatsMonitor.on_train_batch_start/num_oom_rejections":0,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current":249,"particle/accuracy_1_of_4":1,"Purity/0FRt2SRqqt2FBt/event_proportion":2.441406286379788e-05,"Purity/2FRt2SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated":11271645593026048,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak":23660068864,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak":941509120,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.current":0,"DeviceStatsMonitor.on_train_batch_end/segment.all.current":1972,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.current":0,"DeviceStatsMonitor.on_train_batch_start/num_sync_all_streams":2,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed":387974863,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current":1371691520,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated":115695584228864,"Purity/0FRt1SRqqt1FBt/event_purity":0.6029442548751831,"loss/FBt2/detection_loss":0.010757514672064476,"Purity/2FRt1SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak":23046383616,"jet/accuracy_1_of_2":0.9161975979804993,"Purity/1FRt2SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/active.all.allocated":1317534848,"Purity/1FRt2SRqqt2FBt/event_proportion":0,"Purity/*FRt*SRqqt1FBt/event_purity":0.8371282815933228,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated":11216146552553276,"Purity/2FRt1SRqqt1FBt/FRt_purity":0.5,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current":26955776,"Purity/1FRt1SRqqt2FBt/event_proportion":2.441406286379788e-05,"Purity/2FRt2SRqqt0FBt/FRt_purity":0,"Purity/2FRt2SRqqt*FBt/FRt_purity":0,"Purity/0FRt1SRqqt2FBt/FBt_purity":0.8732638359069824,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated":115571368761926,"DeviceStatsMonitor.on_train_batch_end/active.all.current":9948,"particle/accuracy_4_of_4":0.875,"particle/accuracy_3_of_3":0.9980769157409668,"Purity/0FRt*SRqqt2FBt/event_purity":0.9020687937736511,"Purity/0FRt0SRqqt*FBt/FBt_purity":0.9904600381851196,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed":714578135,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated":130012060,"Purity/*FRt0SRqqt0FBt/event_purity":0.19495134055614471,"Purity/1FRt2SRqqt1FBt/SRqqt_purity":0,"DeviceStatsMonitor.on_train_batch_start/allocation.all.current":9934,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed":387969909,"Purity/2FRt0SRqqt2FBt/FBt_purity":1,"Purity/0FRt2SRqqt*FBt/SRqqt_purity":0.7207717299461365,"Purity/0FRt2SRqqt*FBt/event_purity":0.5205458402633667,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated":714588077,"jet/accuracy_4_of_4":0.1875,"Purity/*FRt*SRqqt0FBt/event_proportion":0.8037353754043579,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak":23046383616,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.freed":11271786231990272,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current":119383552,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak":23046383616,"Purity/*FRt*SRqqt1FBt/FBt_purity":0.9866644144058228,"Purity/2FRt*SRqqt2FBt/event_purity":1,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak":24592838656,"DeviceStatsMonitor.on_train_batch_start/segment.all.current":1972,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed":0,"Purity/2FRt*SRqqt2FBt/event_proportion":4.882812572759576e-05,"Purity/1FRt*SRqqt*FBt/FRt_purity":0.23542580008506775,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed":115694239493120,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.current":9942,"Purity/1FRt*SRqqt2FBt/event_proportion":0.0017333984142169356,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current":1344728576,"Purity/1FRt0SRqqt1FBt/FBt_purity":1,"Purity/*FRt*SRqqt*FBt/SRqqt_purity":0.6566637754440308,"Purity/1FRt1SRqqt1FBt/event_purity":0.5280702114105225,"Purity/1FRt0SRqqt1FBt/event_purity":0.7811606526374817,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed":0,"Purity/*FRt*SRqqt*FBt/event_purity":0.5588918924331665,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed":11156091992497152,"Purity/0FRt2SRqqt1FBt/FBt_purity":0.7307692170143127,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current":248,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated":11100433847388160,"DeviceStatsMonitor.on_train_batch_start/allocation.all.peak":12109,"Purity/*FRt2SRqqt1FBt/FBt_purity":0.7307692170143127,"Purity/0FRt*SRqqt2FBt/SRqqt_purity":0.2083333283662796,"Purity/1FRt*SRqqt0FBt/FRt_purity":0.20573477447032928,"Purity/2FRt0SRqqt1FBt/FRt_purity":0.699999988079071,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak":76,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated":11156092019452928,"jet/accuracy_1_of_1":0.5690792798995972,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.current":1154,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated":25375539200,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current":25427968,"Purity/*FRt1SRqqt*FBt/event_proportion":0.5937255620956421,"DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams":2,"particle/accuracy":0.892993152141571,"Purity/*FRt2SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak":23046383616,"DeviceStatsMonitor.on_train_batch_start/num_device_free":0,"Purity/2FRt0SRqqt*FBt/FBt_purity":1,"Purity/0FRt0SRqqt2FBt/FBt_purity":0.984522819519043,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current":25375539200,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated":11216005216150086,"Purity/1FRt1SRqqt*FBt/event_purity":0.18882223963737488,"Purity/*FRt1SRqqt1FBt/FBt_purity":0.9795381426811218,"Purity/1FRt1SRqqt*FBt/SRqqt_purity":0.6821269989013672,"Purity/0FRt*SRqqt*FBt/SRqqt_purity":0.6548317670822144,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated":818,"Purity/0FRt*SRqqt*FBt/event_purity":0.6562274694442749,"DeviceStatsMonitor.on_train_batch_start/active.all.current":9934,"Purity/1FRt1SRqqt1FBt/FBt_purity":0.9934210777282715,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak":1715470336,"DeviceStatsMonitor.on_train_batch_start/segment.all.peak":1972,"Purity/*FRt*SRqqt2FBt/event_proportion":0.01809081993997097,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed":115694239493120,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed":130012056,"Purity/2FRt0SRqqt2FBt/FRt_purity":1,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed":602955883,"Purity/0FRt1SRqqt*FBt/FBt_purity":0.971116840839386,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated":0,"Purity/0FRt2SRqqt1FBt/SRqqt_purity":0.5320512652397156,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.current":6,"Purity/1FRt*SRqqt0FBt/SRqqt_purity":0.6988049745559692,"jet/accuracy_2_of_3":0.781241774559021,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current":26955776,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.current":9928,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed":11156091992497152,"Purity/0FRt*SRqqt2FBt/FBt_purity":0.9787141680717468,"Purity/*FRt2SRqqt2FBt/SRqqt_purity":0,"Purity/2FRt0SRqqt0FBt/event_purity":0.04946236312389374,"trainer/global_step":76799,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated":1715470336,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed":0,"Purity/1FRt2SRqqt*FBt/FRt_purity":0.09853480756282806,"Purity/0FRt0SRqqt0FBt/event_purity":1,"Purity/1FRt2SRqqt0FBt/FRt_purity":0.09853480756282806,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated":11155951477277696,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed":11216003846760000,"Purity/2FRt*SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current":35197440,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed":11216145183163078,"Purity/2FRt1SRqqt0FBt/event_proportion":0.0002685546933207661,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed":115570024799808,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.current":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed":136437095761920,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak":22886344704,"Purity/0FRt1SRqqt1FBt/SRqqt_purity":0.6785140633583069,"particle/accuracy_2_of_4":1,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed":11271786231990272,"jet/accuracy_1_of_3":0.9812549352645874,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak":672798720,"epoch":99,"Purity/*FRt*SRqqt1FBt/SRqqt_purity":0.6714863181114197,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current":1343962230,"Purity/1FRt1SRqqt0FBt/event_proportion":0.02407226525247097,"Purity/1FRt*SRqqt1FBt/event_proportion":0.008056640625,"Purity/*FRt0SRqqt2FBt/FRt_purity":0.9792517423629761,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak":24592838656,"Purity/2FRt*SRqqt*FBt/SRqqt_purity":0.7307692170143127,"Purity/2FRt*SRqqt*FBt/event_purity":0.06805555522441864,"Purity/2FRt*SRqqt0FBt/event_proportion":0.0018310546875,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed":115692771019776,"Purity/1FRt*SRqqt0FBt/event_purity":0.18704453110694885,"loss/FBt1/detection_loss":0.018133110674240244,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated":2564884848250880,"jet/accuracy_3_of_3":0.2756761312484741,"loss/total_loss":2.339824441538972,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated":714578959,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed":714569031,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak":818,"Purity/*FRt*SRqqt2FBt/event_purity":0.9008219838142395,"loss/FBt2/assignment_loss":0.00038882959511657536,"loss/SRqqt2/assignment_loss":0.11576343112342144,"Purity/0FRt2SRqqt2FBt/SRqqt_purity":0,"Purity/1FRt2SRqqt1FBt/event_purity":0,"Purity/2FRt1SRqqt2FBt/event_proportion":0,"Purity/*FRt0SRqqt2FBt/event_proportion":0.01689453050494194,"loss/FRt1/assignment_loss":0.0012807290432816844,"DeviceStatsMonitor.on_train_batch_end/num_device_alloc":1972,"Purity/2FRt1SRqqt1FBt/event_proportion":4.882812572759576e-05,"Purity/*FRt0SRqqt*FBt/FBt_purity":0.9911282658576965,"Purity/1FRt2SRqqt*FBt/event_proportion":0.0035400390625,"DeviceStatsMonitor.on_train_batch_end/allocation.all.freed":1317541574,"Purity/0FRt0SRqqt0FBt/event_proportion":0.0849609375,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current":1715470336,"Purity/*FRt0SRqqt1FBt/FRt_purity":0.8003867864608765,"DeviceStatsMonitor.on_train_batch_end/active.all.freed":1317541574,"Purity/*FRt*SRqqt0FBt/event_purity":0.5189820528030396,"Purity/1FRt0SRqqt2FBt/event_purity":0.9107142686843872,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current":9928,"DeviceStatsMonitor.on_train_batch_start/active.all.freed":1317524914,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak":12052,"Purity/0FRt0SRqqt*FBt/event_purity":0.9883370399475098,"Purity/1FRt2SRqqt1FBt/event_proportion":2.441406286379788e-05,"Purity/1FRt1SRqqt2FBt/FRt_purity":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak":280184320,"Purity/*FRt1SRqqt1FBt/FRt_purity":0.8039472699165344,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current":9942,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current":1343962118,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated":0,"Purity/2FRt0SRqqt1FBt/FBt_purity":1,"Purity/0FRt0SRqqt*FBt/event_proportion":0.07185058295726776,"DeviceStatsMonitor.on_train_batch_start/segment.all.allocated":1972,"Purity/*FRt1SRqqt*FBt/FBt_purity":0.9723259210586548,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.current":818,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current":25427968,"Purity/1FRt0SRqqt2FBt/event_proportion":0.001708984375,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated":23660068864,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak":1679455744,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated":25375539200,"Purity/1FRt1SRqqt*FBt/FBt_purity":0.9868420958518982,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak":492,"DeviceStatsMonitor.on_train_batch_end/active.all.allocated":1317551522,"Purity/1FRt*SRqqt*FBt/SRqqt_purity":0.697471022605896,"Purity/1FRt*SRqqt*FBt/event_purity":0.21166715025901794,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated":0,"Purity/*FRt1SRqqt2FBt/FRt_purity":0,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.current":6,"Purity/0FRt1SRqqt1FBt/FBt_purity":0.9780844449996948,"Purity/1FRt1SRqqt1FBt/FRt_purity":0.8061403036117554,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed":11271644221341696,"Purity/2FRt0SRqqt2FBt/event_proportion":4.882812572759576e-05,"Purity/*FRt2SRqqt2FBt/event_proportion":2.441406286379788e-05,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak":24434117651,"Purity/1FRt0SRqqt2FBt/FRt_purity":0.9786415100097656,"Purity/2FRt0SRqqt*FBt/event_proportion":0.0016845703357830644,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed":714578135,"Purity/2FRt*SRqqt*FBt/FRt_purity":0.21388889849185944,"Purity/*FRt*SRqqt1FBt/FRt_purity":0.7822286486625671,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated":11271787603681792,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed":115571491709638,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated":115572835671868,"Purity/0FRt1SRqqt*FBt/SRqqt_purity":0.6365920901298523,"Purity/1FRt1SRqqt1FBt/event_proportion":0.0030517578125,"Purity/*FRt*SRqqt*FBt/FBt_purity":0.9843117594718933,"Purity/2FRt2SRqqt0FBt/event_proportion":4.882812572759576e-05,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed":0,"Purity/0FRt1SRqqt*FBt/event_purity":0.6325047612190247,"Purity/*FRt1SRqqt2FBt/event_purity":0,"Purity/2FRt2SRqqt*FBt/SRqqt_purity":1,"Purity/2FRt*SRqqt0FBt/FRt_purity":0.16180555522441864,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak":558,"Purity/2FRt1SRqqt1FBt/SRqqt_purity":0.5,"Purity/2FRt2SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak":24592838656,"Purity/0FRt2SRqqt0FBt/event_purity":0.5275594592094421,"lr-AdamW/pg1":6.469222502888329e-14,"particle/accuracy_2_of_2":1,"Purity/2FRt*SRqqt1FBt/event_purity":0.2857142984867096,"Purity/1FRt0SRqqt*FBt/FBt_purity":0.9987500309944153,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated":818,"Purity/*FRt2SRqqt1FBt/FRt_purity":0,"DeviceStatsMonitor.on_train_batch_start/num_alloc_retries":0,"Purity/0FRt1SRqqt0FBt/event_purity":0.6353329420089722,"DeviceStatsMonitor.on_train_batch_start/allocation.all.freed":1317524914,"Purity/0FRt2SRqqt*FBt/FBt_purity":0.7307692170143127,"Purity/1FRt2SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current":25375539200,"particle/sensitivity":0.7128340601921082,"Purity/1FRt2SRqqt*FBt/SRqqt_purity":0.7476495504379272,"Purity/1FRt0SRqqt1FBt/FRt_purity":0.8005951046943665,"Purity/0FRt0SRqqt2FBt/event_proportion":0.01513671875,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current":1371684352,"loss/FRt2/detection_loss":0.32576083701986763,"Purity/*FRt*SRqqt2FBt/FRt_purity":0.9697278738021851,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak":1458,"Purity/*FRt2SRqqt*FBt/FBt_purity":0.7307692170143127,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current":119390720,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak":0,"Purity/*FRt0SRqqt1FBt/event_purity":0.9735876321792603,"_wandb":{"runtime":72764},"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current":1344735744,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current":26955776,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.current":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated":1715470336,"Purity/0FRt1SRqqt2FBt/SRqqt_purity":0.2118055671453476,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current":6,"Purity/0FRt*SRqqt1FBt/event_purity":0.8568785786628723,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak":1715470336,"Purity/0FRt0SRqqt1FBt/event_proportion":0.05671386793255806,"Purity/0FRt*SRqqt*FBt/event_proportion":0.7151123285293579,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current":4,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed":0,"Purity/1FRt*SRqqt2FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated":257961365,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated":602955889,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed":2564884764057600,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated":602963445,"Purity/*FRt0SRqqt1FBt/FBt_purity":0.9945328831672668,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated":387970162,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.peak":12052,"Purity/*FRt*SRqqt0FBt/SRqqt_purity":0.6567114591598511,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated":115694115748352,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated":11271645593026048,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated":714588077,"Purity/2FRt*SRqqt1FBt/event_proportion":0.00017089843458961695,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated":257958102,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated":136437130959360,"Purity/0FRt1SRqqt0FBt/SRqqt_purity":0.6353329420089722,"Purity/2FRt1SRqqt0FBt/FRt_purity":0.1388888955116272,"Purity/*FRt2SRqqt*FBt/event_proportion":0.08059082180261612,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.peak":1458,"DeviceStatsMonitor.on_train_batch_end/active.all.peak":12109,"Purity/2FRt1SRqqt*FBt/FRt_purity":0.20454545319080353,"Purity/0FRt*SRqqt1FBt/event_proportion":0.08498535305261612,"Purity/1FRt*SRqqt1FBt/event_purity":0.6534862518310547,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated":11100573716881408,"Purity/2FRt0SRqqt0FBt/event_proportion":0.0015136718284338713,"Purity/1FRt1SRqqt2FBt/event_purity":0,"Purity/*FRt1SRqqt1FBt/SRqqt_purity":0.6817413568496704,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed":2701288498398208,"Purity/*FRt*SRqqt*FBt/event_proportion":0.9150390625,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak":1678680722,"DeviceStatsMonitor.on_train_batch_end/segment.all.freed":0,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated":115695584228864,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak":492,"Purity/0FRt2SRqqt0FBt/SRqqt_purity":0.7237316370010376,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current":4,"Purity/*FRt0SRqqt2FBt/event_purity":0.9619946479797363,"Purity/*FRt*SRqqt1FBt/event_proportion":0.09321288764476776,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed":11100573691453440,"DeviceStatsMonitor.on_train_batch_start/segment.all.freed":0,"Purity/*FRt0SRqqt0FBt/event_proportion":0.16201171278953552,"Purity/1FRt*SRqqt2FBt/FBt_purity":0.9929972290992737,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current":26955776,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.peak":0,"loss/FRt1/detection_loss":0.9663754272746512,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed":11155951450321920,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated":714578959,"Purity/1FRt1SRqqt2FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_train_batch_end/num_oom_rejections":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak":24434117651,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed":130013742,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated":1154,"jet/accuracy_2_of_2":0.5275932550430298,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current":1369390198,"DeviceStatsMonitor.on_train_batch_end/segment.all.peak":1972,"Purity/0FRt1SRqqt2FBt/event_proportion":0.0011474608909338713,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak":1458,"Purity/0FRt2SRqqt*FBt/event_proportion":0.07700195163488388,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed":11271644221341696,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak":672798720,"Purity/*FRt1SRqqt*FBt/event_purity":0.611737847328186,"Purity/1FRt2SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated":602963445,"Purity/*FRt1SRqqt*FBt/SRqqt_purity":0.6384981274604797,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current":35190272,"Purity/1FRt1SRqqt0FBt/event_purity":0.1497761309146881,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed":602955883,"Purity/*FRt2SRqqt0FBt/event_proportion":0.07951660454273224,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed":11100433821960192,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak":22886344704,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak":280184320,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed":136438817970176,"Purity/0FRt1SRqqt*FBt/event_proportion":0.5662597417831421,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current":1369390086,"Purity/2FRt0SRqqt*FBt/FRt_purity":0.2446969598531723,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed":602963439,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated":136438853160448,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed":714569031,"Purity/2FRt0SRqqt0FBt/FRt_purity":0.1758064478635788,"particle/accuracy_1_of_1":1,"loss/val_total_loss":17.341547408737046,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current":1344728576,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak":941509120,"DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated":1317534848,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated":115694115748352,"DeviceStatsMonitor.on_train_batch_start/active.all.peak":12109,"Purity/0FRt1SRqqt2FBt/event_purity":0,"Purity/1FRt0SRqqt*FBt/event_purity":0.22006018459796906,"DeviceStatsMonitor.on_train_batch_end/segment.all.allocated":1972,"Purity/2FRt1SRqqt0FBt/event_purity":0}