{"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated":306184192,"Purity/2FRt0SRqqt0FBt/event_proportion":0.0015136718284338713,"Purity/2FRt*SRqqt*FBt/SRqqt_purity":0.807692289352417,"_runtime":28838,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated":326,"Purity/*FRt1SRqqt1FBt/FBt_purity":0.9991071820259094,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current":240,"Purity/2FRt2SRqqt0FBt/event_proportion":4.882812572759576e-05,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak":231,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated":2891349883002880,"Purity/0FRt0SRqqt1FBt/event_proportion":0.05671386793255806,"Purity/1FRt*SRqqt1FBt/event_purity":0.6800357699394226,"Purity/1FRt0SRqqt0FBt/event_purity":0.3280596435070038,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current":9946,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak":0,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current":9932,"Purity/*FRt0SRqqt2FBt/FBt_purity":0.9914255142211914,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated":6840909824,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.current":9932,"Purity/0FRt2SRqqt*FBt/event_proportion":0.07700195163488388,"DeviceStatsMonitor.on_train_batch_end/segment.all.peak":472,"Purity/1FRt2SRqqt*FBt/FBt_purity":1,"Purity/2FRt*SRqqt*FBt/FBt_purity":1,"Purity/0FRt*SRqqt*FBt/FBt_purity":0.9958082437515259,"Purity/*FRt2SRqqt1FBt/SRqqt_purity":0.3974359333515167,"Purity/2FRt0SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed":2891349865963520,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed":728710601,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated":146,"jet/accuracy_1_of_1":0.5962504148483276,"Purity/1FRt0SRqqt1FBt/FRt_purity":0.8086606860160828,"Purity/*FRt2SRqqt2FBt/event_proportion":2.441406286379788e-05,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak":300353024,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated":6840909824,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed":728701320,"Purity/0FRt*SRqqt2FBt/event_proportion":0.01630859449505806,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak":300353024,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated":2988892625773568,"Purity/1FRt*SRqqt1FBt/SRqqt_purity":0.7131578326225281,"Purity/*FRt0SRqqt0FBt/event_proportion":0.16201171278953552,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current":146,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed":45174697390825,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated":518463742,"Purity/0FRt*SRqqt*FBt/event_proportion":0.7151123285293579,"Purity/*FRt1SRqqt*FBt/FRt_purity":0.3081244230270386,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed":728701320,"validation_average_jet_accuracy":0.6232239603996277,"Purity/2FRt0SRqqt2FBt/FRt_purity":1,"Purity/1FRt1SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated":2988892625773568,"Purity/*FRt2SRqqt1FBt/event_purity":0,"Purity/0FRt2SRqqt0FBt/SRqqt_purity":0.7795868515968323,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak":300353024,"jet/accuracy_4_of_4":0.1875,"Purity/1FRt*SRqqt1FBt/FRt_purity":0.8105146288871765,"particle/accuracy_3_of_3":0.99676114320755,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current":17039360,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated":576689389,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed":2744278801235968,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed":2891313393928192,"Purity/1FRt0SRqqt*FBt/event_proportion":0.16718749701976776,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated":46629821104640,"DeviceStatsMonitor.on_train_batch_start/active.all.freed":1305390707,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current":24903680,"Purity/*FRt1SRqqt2FBt/FRt_purity":1,"loss/val_total_loss":8.878834946477024,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.current":326,"loss/FBt1/detection_loss":0.49828540211908007,"Purity/2FRt0SRqqt*FBt/FRt_purity":0.4570707082748413,"Purity/0FRt*SRqqt*FBt/event_purity":0.6655186414718628,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current":6534725632,"Purity/2FRt0SRqqt0FBt/FRt_purity":0.4032258093357086,"Purity/2FRt2SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/num_alloc_retries":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current":86136950,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak":6534725632,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated":728720547,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed":0,"loss/FBt2/assignment_loss":1.6170705060981954e-06,"Purity/2FRt*SRqqt*FBt/event_proportion":0.0020507811568677425,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak":6015668355,"Purity/0FRt1SRqqt*FBt/FBt_purity":0.996045708656311,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak":443,"Purity/*FRt*SRqqt0FBt/event_proportion":0.8037353754043579,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak":6534725632,"Purity/1FRt2SRqqt1FBt/event_proportion":2.441406286379788e-05,"Purity/0FRt1SRqqt*FBt/SRqqt_purity":0.6336575746536255,"particle/accuracy":0.8934733271598816,"Purity/0FRt1SRqqt2FBt/SRqqt_purity":0.1041666641831398,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated":345940734,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak":146,"Purity/1FRt*SRqqt2FBt/event_purity":0.9541316032409668,"Purity/*FRt1SRqqt0FBt/FRt_purity":0.24009761214256287,"Purity/*FRt*SRqqt*FBt/event_purity":0.5888933539390564,"Purity/0FRt0SRqqt1FBt/FBt_purity":0.9987249374389648,"loss/FBt1/assignment_loss":7.67514002147532e-05,"DeviceStatsMonitor.on_train_batch_end/active.all.allocated":1305417157,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.peak":12056,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated":2790908059092480,"loss/SRqqt1/assignment_loss":0.45451018257228964,"jet/accuracy_2_of_2":0.572908878326416,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated":576696610,"DeviceStatsMonitor.on_train_batch_start/num_alloc_retries":0,"Purity/0FRt1SRqqt2FBt/FBt_purity":0.9479166865348816,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated":2744278826139648,"Purity/1FRt2SRqqt0FBt/event_proportion":0.0035156249068677425,"Purity/0FRt0SRqqt*FBt/event_proportion":0.07185058295726776,"Purity/1FRt1SRqqt1FBt/SRqqt_purity":0.7175437808036804,"Purity/*FRt1SRqqt*FBt/event_proportion":0.5937255620956421,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated":45174216206133,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current":17039360,"loss/SRqqt2/assignment_loss":0.4749302279644179,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated":576696610,"Purity/*FRt1SRqqt0FBt/SRqqt_purity":0.6362942457199097,"loss/SRqqt1/detection_loss":0.5107097096446662,"DeviceStatsMonitor.on_train_batch_start/allocation.all.current":9934,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current":326,"DeviceStatsMonitor.on_train_batch_start/segment.all.peak":472,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current":306184192,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated":45174783527775,"Purity/*FRt*SRqqt2FBt/event_proportion":0.01809081993997097,"Purity/0FRt*SRqqt*FBt/SRqqt_purity":0.663964033126831,"Purity/*FRt2SRqqt*FBt/FRt_purity":0.05427350848913193,"Purity/*FRt2SRqqt0FBt/FRt_purity":0.05427350848913193,"Purity/1FRt1SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed":345940731,"Purity/1FRt1SRqqt0FBt/SRqqt_purity":0.6906954050064087,"DeviceStatsMonitor.on_train_batch_start/num_ooms":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current":17039360,"Purity/0FRt*SRqqt0FBt/event_purity":0.6319687962532043,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated":518457216,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated":728711252,"Purity/1FRt0SRqqt*FBt/event_purity":0.3480774462223053,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.current":0,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.peak":0,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak":6840909824,"Purity/2FRt1SRqqt1FBt/event_proportion":4.882812572759576e-05,"Purity/2FRt0SRqqt2FBt/event_proportion":4.882812572759576e-05,"Purity/0FRt*SRqqt1FBt/SRqqt_purity":0.6324089765548706,"Purity/0FRt1SRqqt2FBt/event_purity":0,"Purity/1FRt*SRqqt2FBt/SRqqt_purity":0,"Purity/1FRt0SRqqt1FBt/FBt_purity":1,"Purity/*FRt1SRqqt1FBt/event_proportion":0.03034668043255806,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated":45333984672768,"Purity/0FRt1SRqqt*FBt/event_purity":0.6313443183898926,"Purity/2FRt*SRqqt0FBt/SRqqt_purity":0.7727272510528564,"Purity/*FRt*SRqqt*FBt/SRqqt_purity":0.666449248790741,"jet/accuracy_2_of_3":0.8423386812210083,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current":2,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated":728711252,"DeviceStatsMonitor.on_train_batch_end/allocation.all.freed":1305407209,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak":5739898880,"Purity/1FRt*SRqqt1FBt/FBt_purity":1,"Purity/2FRt0SRqqt*FBt/event_purity":0.2585858404636383,"Purity/1FRt*SRqqt0FBt/event_purity":0.2950591742992401,"Purity/1FRt1SRqqt2FBt/event_purity":0,"Purity/*FRt2SRqqt0FBt/event_purity":0.5894339084625244,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak":12056,"Purity/*FRt*SRqqt1FBt/SRqqt_purity":0.6391332149505615,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak":146,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak":298571891,"Purity/0FRt2SRqqt0FBt/event_proportion":0.07595214992761612,"Purity/*FRt*SRqqt1FBt/FBt_purity":0.9989210367202759,"DeviceStatsMonitor.on_train_batch_start/segment.all.freed":0,"Purity/2FRt0SRqqt1FBt/event_purity":0.800000011920929,"Purity/*FRt*SRqqt*FBt/event_proportion":0.9150390625,"particle/accuracy_1_of_2":1,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current":87921152,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak":671,"DeviceStatsMonitor.on_train_batch_end/allocation.all.current":9948,"Purity/2FRt1SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current":24903680,"Purity/2FRt2SRqqt1FBt/event_proportion":0,"Purity/1FRt2SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated":0,"Purity/0FRt1SRqqt*FBt/event_proportion":0.5662597417831421,"Purity/0FRt0SRqqt2FBt/event_proportion":0.01513671875,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated":2744313435533312,"Purity/*FRt2SRqqt*FBt/FBt_purity":1,"Purity/1FRt1SRqqt0FBt/FRt_purity":0.24170760810375214,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed":45174130069295,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed":576696608,"Purity/2FRt*SRqqt1FBt/event_proportion":0.00017089843458961695,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated":0,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak":306184192,"Purity/0FRt1SRqqt0FBt/event_proportion":0.5378662347793579,"Purity/1FRt1SRqqt*FBt/FRt_purity":0.3099960684776306,"Purity/2FRt1SRqqt1FBt/FBt_purity":1,"Purity/*FRt0SRqqt1FBt/event_proportion":0.06181640550494194,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated":576689389,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated":2936487627173685,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed":2943596339118080,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed":2744313410629632,"Purity/*FRt1SRqqt2FBt/FBt_purity":0.949999988079071,"Purity/0FRt0SRqqt1FBt/event_purity":0.9987249374389648,"DeviceStatsMonitor.on_train_batch_start/segment.all.current":472,"Purity/*FRt1SRqqt1FBt/SRqqt_purity":0.6558730602264404,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed":45333327392256,"Purity/1FRt2SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak":201641984,"DeviceStatsMonitor.on_train_batch_end/active.all.current":9948,"Purity/1FRt1SRqqt2FBt/FRt_purity":1,"Purity/1FRt2SRqqt1FBt/FRt_purity":0,"Purity/2FRt*SRqqt1FBt/FRt_purity":0.7857142686843872,"Purity/2FRt0SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current":104960512,"Purity/0FRt*SRqqt1FBt/event_proportion":0.08498535305261612,"Purity/2FRt1SRqqt1FBt/SRqqt_purity":1,"trainer/global_step":76799,"particle/accuracy_3_of_4":1,"Purity/1FRt*SRqqt*FBt/SRqqt_purity":0.7178341746330261,"jet/accuracy_1_of_2":0.9328692555427551,"jet/accuracy_1_of_4":1,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak":1346,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak":5811556352,"Purity/*FRt0SRqqt1FBt/FBt_purity":0.9988542795181274,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed":2943596339118080,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current":87921152,"Purity/0FRt0SRqqt0FBt/event_proportion":0.0849609375,"Purity/1FRt*SRqqt*FBt/event_proportion":0.1978759765625,"Purity/0FRt1SRqqt1FBt/event_purity":0.6053454279899597,"DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams":2,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current":205425152,"Purity/*FRt2SRqqt1FBt/event_proportion":0.0010498047340661287,"Purity/2FRt2SRqqt0FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak":306184192,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current":3,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current":103176310,"Purity/0FRt0SRqqt2FBt/event_purity":0.9816691279411316,"epoch":99,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current":104953344,"Purity/*FRt1SRqqt*FBt/FBt_purity":0.9962919354438782,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak":6081737216,"loss/FRt2/detection_loss":0.9092133089383955,"Purity/2FRt1SRqqt1FBt/FRt_purity":0.5,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current":6534725632,"Purity/2FRt1SRqqt*FBt/SRqqt_purity":0.7727272510528564,"Purity/2FRt0SRqqt0FBt/event_purity":0.1784946173429489,"Purity/1FRt0SRqqt2FBt/event_purity":0.9639356136322021,"Purity/*FRt*SRqqt0FBt/event_purity":0.5520115494728088,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak":743006208,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated":146,"Purity/*FRt0SRqqt1FBt/FRt_purity":0.8138689994812012,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated":2943596356157440,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed":45333896751616,"Purity/1FRt1SRqqt2FBt/SRqqt_purity":0,"Purity/*FRt0SRqqt*FBt/event_purity":0.5401152968406677,"Purity/2FRt0SRqqt*FBt/FBt_purity":1,"Purity/0FRt*SRqqt1FBt/FBt_purity":0.9988166689872742,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current":17039360,"Purity/2FRt*SRqqt1FBt/FBt_purity":1,"Purity/1FRt2SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated":172520856,"particle/accuracy_1_of_4":1,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak":326,"Purity/2FRt1SRqqt0FBt/SRqqt_purity":0.7222222089767456,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed":2988930235869696,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak":6840909824,"Purity/2FRt*SRqqt1FBt/event_purity":0.5714285969734192,"Purity/*FRt*SRqqt1FBt/FRt_purity":0.812515914440155,"particle/sensitivity":0.7127935290336609,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated":46629232952832,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current":180521472,"DeviceStatsMonitor.on_train_batch_end/num_oom_rejections":0,"Purity/1FRt2SRqqt*FBt/SRqqt_purity":0.8260989189147949,"Purity/0FRt0SRqqt*FBt/event_purity":0.9947488903999329,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated":2936524666530655,"Purity/*FRt2SRqqt2FBt/FBt_purity":1,"Purity/0FRt2SRqqt1FBt/FBt_purity":1,"Purity/1FRt*SRqqt*FBt/event_purity":0.3161260783672333,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed":2936487523997487,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed":172520616,"Purity/0FRt1SRqqt0FBt/SRqqt_purity":0.6339598298072815,"Purity/1FRt2SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed":0,"Purity/0FRt2SRqqt1FBt/event_purity":0,"Purity/1FRt1SRqqt0FBt/event_purity":0.11945511400699615,"particle/f_score":0.7078167796134949,"DeviceStatsMonitor.on_train_batch_start/active.all.peak":12109,"Purity/2FRt*SRqqt0FBt/FRt_purity":0.3576388955116272,"Purity/1FRt2SRqqt0FBt/FRt_purity":0.05427350848913193,"Purity/0FRt*SRqqt0FBt/SRqqt_purity":0.666226327419281,"Purity/2FRt0SRqqt2FBt/event_purity":1,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak":5739898880,"lr-AdamW/pg2":8.984048337232731e-14,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.peak":1346,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak":326,"Purity/0FRt2SRqqt1FBt/SRqqt_purity":0.40705129504203796,"Purity/0FRt1SRqqt1FBt/FBt_purity":0.9990385174751282,"Purity/2FRt0SRqqt1FBt/event_proportion":0.0001220703125,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak":12056,"particle/accuracy_2_of_2":1,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated":0,"DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated":1305417157,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak":770500096,"Purity/2FRt*SRqqt1FBt/SRqqt_purity":1,"Purity/*FRt0SRqqt*FBt/event_proportion":0.24072265625,"DeviceStatsMonitor.on_train_batch_end/max_split_size":-1,"Purity/0FRt2SRqqt2FBt/SRqqt_purity":0,"Purity/2FRt*SRqqt0FBt/event_purity":0.1467592567205429,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.current":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated":345936360,"Purity/*FRt2SRqqt*FBt/SRqqt_purity":0.7771193385124207,"DeviceStatsMonitor.on_train_batch_start/num_device_alloc":472,"lr-AdamW/pg1":8.984048337232731e-14,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current":86136838,"Purity/0FRt2SRqqt1FBt/event_proportion":0.0010253905784338713,"Purity/1FRt*SRqqt0FBt/SRqqt_purity":0.7221447825431824,"Purity/0FRt0SRqqt*FBt/FBt_purity":0.9957564473152161,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed":172522778,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current":103176198,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/segment.all.freed":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current":3,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current":233,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current":87913984,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed":2988892520820224,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak":231,"Purity/2FRt1SRqqt2FBt/event_proportion":0,"Purity/1FRt0SRqqt2FBt/FBt_purity":0.9978992342948914,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated":2790943256637952,"Purity/2FRt1SRqqt0FBt/event_proportion":0.0002685546933207661,"Purity/1FRt1SRqqt1FBt/FRt_purity":0.830263078212738,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated":45333415306240,"Purity/2FRt*SRqqt2FBt/FRt_purity":1,"Purity/1FRt0SRqqt0FBt/event_proportion":0.16049805283546448,"DeviceStatsMonitor.on_train_batch_start/allocation.all.freed":1305390707,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed":0,"loss/FRt1/assignment_loss":0.23193293342403337,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed":345936357,"Purity/1FRt1SRqqt2FBt/event_proportion":2.441406286379788e-05,"Purity/*FRt2SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak":12056,"jet/accuracy_3_of_4":0.5625,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak":6081737216,"Purity/*FRt1SRqqt*FBt/event_purity":0.6095393300056458,"Purity/1FRt*SRqqt2FBt/FBt_purity":0.9978992342948914,"Purity/*FRt1SRqqt0FBt/event_proportion":0.562207043170929,"Purity/*FRt*SRqqt2FBt/SRqqt_purity":0.10000000149011612,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak":5811556352,"Purity/*FRt1SRqqt0FBt/event_purity":0.6116425395011902,"jet/accuracy_1_of_3":0.9916666746139526,"Purity/0FRt*SRqqt2FBt/event_purity":0.9137310981750488,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed":0,"Purity/1FRt2SRqqt*FBt/FRt_purity":0.05427350848913193,"Purity/2FRt*SRqqt*FBt/FRt_purity":0.3993055820465088,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated":2943596356157440,"DeviceStatsMonitor.on_train_batch_end/segment.all.current":472,"loss/total_loss":7.192311989583871,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current":2,"Purity/2FRt2SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current":230,"particle/accuracy_2_of_3":1,"Purity/0FRt2SRqqt2FBt/event_proportion":2.441406286379788e-05,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.current":0,"DeviceStatsMonitor.on_train_batch_start/num_sync_all_streams":2,"Purity/2FRt1SRqqt*FBt/FRt_purity":0.22727273404598236,"Purity/2FRt1SRqqt1FBt/event_purity":0,"Purity/1FRt1SRqqt1FBt/FBt_purity":1,"Purity/1FRt0SRqqt*FBt/FBt_purity":0.9987500309944153,"Purity/0FRt1SRqqt1FBt/SRqqt_purity":0.6499912142753601,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated":45333984672768,"Purity/0FRt2SRqqt2FBt/event_purity":0,"particle/specificity":0.9334219098091125,"loss/FRt2/assignment_loss":1.0597696993626704,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed":45333896751616,"Purity/0FRt1SRqqt1FBt/event_proportion":0.02724609337747097,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed":2943559193427968,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed":2988892520820224,"DeviceStatsMonitor.on_train_batch_end/active.all.peak":12109,"Purity/*FRt*SRqqt0FBt/FRt_purity":0.31218093633651733,"Purity/*FRt0SRqqt2FBt/FRt_purity":0.9690476655960083,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak":201641984,"DeviceStatsMonitor.on_train_batch_start/segment.all.allocated":472,"DeviceStatsMonitor.on_train_batch_start/active.all.current":9934,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current":104960512,"Purity/*FRt2SRqqt*FBt/event_proportion":0.08059082180261612,"Purity/1FRt0SRqqt1FBt/event_proportion":0.0049804686568677425,"Purity/*FRt2SRqqt*FBt/event_purity":0.5818948149681091,"Purity/*FRt0SRqqt2FBt/event_purity":0.9786497950553894,"Purity/1FRt*SRqqt*FBt/FBt_purity":0.9990385174751282,"Purity/*FRt1SRqqt1FBt/event_purity":0.5927042365074158,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak":671,"Purity/*FRt0SRqqt*FBt/FRt_purity":0.35086867213249207,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak":770500096,"Purity/1FRt2SRqqt1FBt/SRqqt_purity":0,"DeviceStatsMonitor.on_train_batch_start/num_oom_rejections":0,"Purity/*FRt0SRqqt0FBt/FRt_purity":0.32906049489974976,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.current":243,"Purity/*FRt2SRqqt0FBt/event_proportion":0.07951660454273224,"loss/FRt1/detection_loss":2.096095026877033,"Purity/*FRt0SRqqt1FBt/event_purity":0.9814196825027466,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated":2943559210467328,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed":46629052431360,"Purity/*FRt*SRqqt2FBt/event_purity":0.9163918495178223,"Purity/*FRt1SRqqt2FBt/event_proportion":0.0011718750465661287,"Purity/*FRt*SRqqt*FBt/FRt_purity":0.3387879431247711,"Purity/2FRt0SRqqt*FBt/event_proportion":0.0016845703357830644,"Purity/0FRt*SRqqt2FBt/SRqqt_purity":0.1041666641831398,"Purity/0FRt2SRqqt0FBt/event_purity":0.6171093583106995,"Purity/0FRt0SRqqt2FBt/FBt_purity":0.9908344149589539,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated":6534725632,"Purity/*FRt1SRqqt*FBt/SRqqt_purity":0.6362575888633728,"DeviceStatsMonitor.on_train_batch_start/active.all.allocated":1305400641,"Purity/*FRt*SRqqt1FBt/event_purity":0.8441604375839233,"DeviceStatsMonitor.on_train_batch_end/segment.all.allocated":472,"Purity/*FRt2SRqqt2FBt/SRqqt_purity":0,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated":2988930340830208,"Purity/2FRt1SRqqt0FBt/FRt_purity":0.1666666716337204,"DeviceStatsMonitor.on_train_batch_end/num_device_free":0,"Purity/2FRt2SRqqt*FBt/SRqqt_purity":1,"Purity/*FRt*SRqqt2FBt/FRt_purity":0.9690476655960083,"DeviceStatsMonitor.on_train_batch_start/allocation.all.peak":12109,"Purity/2FRt1SRqqt0FBt/event_purity":0,"particle/accuracy_4_of_4":0.875,"Purity/*FRt1SRqqt1FBt/FRt_purity":0.8280701637268066,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak":443,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated":172523008,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed":576689387,"Purity/*FRt1SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated":728720547,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.current":146,"Purity/2FRt1SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/allocation.all.peak":12109,"Purity/1FRt1SRqqt0FBt/event_proportion":0.02407226525247097,"Purity/1FRt0SRqqt*FBt/FRt_purity":0.34914594888687134,"jet/accuracy_2_of_4":0.875,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak":6081737216,"Purity/1FRt*SRqqt2FBt/FRt_purity":0.968137264251709,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/num_ooms":0,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak":5811556352,"Purity/1FRt0SRqqt1FBt/event_purity":0.7723511457443237,"Purity/2FRt*SRqqt2FBt/FBt_purity":1,"Purity/2FRt0SRqqt1FBt/FRt_purity":0.8999999761581421,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed":728710601,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed":518463509,"Purity/1FRt*SRqqt1FBt/event_proportion":0.008056640625,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated":6534725632,"Purity/0FRt*SRqqt2FBt/FBt_purity":0.9886989593505859,"Purity/0FRt2SRqqt*FBt/SRqqt_purity":0.774531364440918,"Purity/0FRt1SRqqt0FBt/event_purity":0.6339598298072815,"Purity/1FRt0SRqqt2FBt/FRt_purity":0.968137264251709,"Purity/1FRt2SRqqt0FBt/SRqqt_purity":0.8303723335266113,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed":2943559193427968,"Purity/1FRt*SRqqt*FBt/FRt_purity":0.33771759271621704,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed":518456973,"Purity/0FRt*SRqqt1FBt/event_purity":0.8610237240791321,"Purity/2FRt2SRqqt*FBt/event_proportion":4.882812572759576e-05,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed":576689387,"Purity/*FRt0SRqqt*FBt/FBt_purity":0.995987057685852,"Purity/*FRt*SRqqt1FBt/event_proportion":0.09321288764476776,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed":46629638493184,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak":6015668355,"Purity/1FRt*SRqqt0FBt/FRt_purity":0.3116682171821594,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.current":0,"Purity/1FRt1SRqqt*FBt/SRqqt_purity":0.6907874941825867,"_wandb":{"runtime":28838},"loss/FBt2/detection_loss":0.5284010202930126,"Purity/2FRt*SRqqt*FBt/event_purity":0.19305555522441864,"Purity/0FRt1SRqqt2FBt/event_proportion":0.0011474608909338713,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current":6840909824,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current":17039360,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak":5811556352,"Purity/*FRt*SRqqt*FBt/FBt_purity":0.9960538744926453,"DeviceStatsMonitor.on_train_batch_end/num_device_alloc":472,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak":1346,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current":6840909824,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current":306184192,"Purity/1FRt0SRqqt0FBt/FRt_purity":0.3280596435070038,"Purity/*FRt*SRqqt0FBt/SRqqt_purity":0.6685935258865356,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed":0,"DeviceStatsMonitor.on_train_batch_start/num_device_free":0,"DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated":1305400641,"Purity/1FRt1SRqqt1FBt/event_purity":0.5469298362731934,"Purity/0FRt2SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak":300353024,"Purity/*FRt2SRqqt1FBt/FBt_purity":1,"Purity/1FRt1SRqqt1FBt/event_proportion":0.0030517578125,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated":2943559210467328,"particle/accuracy_2_of_4":1,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated":306184192,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed":576696608,"Purity/0FRt0SRqqt0FBt/event_purity":1,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak":6081737216,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current":104953344,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current":87913984,"Purity/2FRt*SRqqt2FBt/event_proportion":4.882812572759576e-05,"Purity/*FRt*SRqqt2FBt/FBt_purity":0.9894830584526062,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current":182611456,"_timestamp":1.7833945188677645e+09,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed":45333327392256,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak":743006208,"_step":6243,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed":0,"Purity/1FRt0SRqqt2FBt/event_proportion":0.001708984375,"particle/accuracy_1_of_1":1,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed":2790907853667328,"DeviceStatsMonitor.on_train_batch_end/active.all.freed":1305407209,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated":326,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated":2988930340830208,"particle/accuracy_1_of_3":1,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.current":2,"Purity/*FRt0SRqqt2FBt/event_proportion":0.01689453050494194,"Purity/1FRt2SRqqt*FBt/event_proportion":0.0035400390625,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak":1346,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed":2936524563354345,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak":298571891,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated":2891313410967552,"Purity/0FRt2SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated":45333415306240,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current":17039360,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated":0,"Purity/2FRt*SRqqt2FBt/event_purity":1,"Purity/*FRt2SRqqt1FBt/FRt_purity":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current":207515136,"Purity/2FRt1SRqqt*FBt/event_proportion":0.0003173828008584678,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.freed":2988930235869696,"Purity/1FRt*SRqqt2FBt/event_proportion":0.0017333984142169356,"Purity/1FRt1SRqqt*FBt/event_proportion":0.02714843675494194,"Purity/*FRt0SRqqt0FBt/event_purity":0.326469749212265,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed":2790943049122816,"Purity/0FRt2SRqqt*FBt/event_purity":0.6090899705886841,"Purity/0FRt*SRqqt0FBt/event_proportion":0.613818347454071,"Purity/*FRt1SRqqt2FBt/SRqqt_purity":0.10000000149011612,"Purity/2FRt2SRqqt*FBt/FRt_purity":0,"Purity/2FRt2SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.current":2,"Purity/2FRt*SRqqt0FBt/event_proportion":0.0018310546875,"Purity/1FRt*SRqqt0FBt/event_proportion":0.18808594346046448,"Purity/2FRt2SRqqt0FBt/FRt_purity":0,"Purity/*FRt2SRqqt0FBt/SRqqt_purity":0.7822315692901611,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.current":9946,"loss/SRqqt2/detection_loss":0.42838610991755083,"Purity/1FRt2SRqqt2FBt/event_proportion":0,"Purity/1FRt1SRqqt*FBt/event_purity":0.16496054828166962,"DeviceStatsMonitor.on_train_batch_start/max_split_size":-1,"jet/accuracy_3_of_3":0.29551929235458374}