{"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.freed":1427601598,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.freed":11394168642295808,"DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams":2,"DeviceStatsMonitor.on_train_batch_start/segment.all.peak":1487,"Purity/2FRt1SRqqt*FBt/event_purity":0,"trainer/global_step":153699,"jet/accuracy_1_of_3":0.9754911661148071,"Purity/2FRt2SRqqt0FBt/SRqqt_purity":1,"Purity/1FRt*SRqqt*FBt/SRqqt_purity":0.694375216960907,"Purity/2FRt*SRqqt*FBt/event_proportion":0.0020507811568677425,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.current":1031909888,"particle/accuracy_3_of_3":0.9970778226852417,"DeviceStatsMonitor.on_train_batch_start/allocation.all.current":9934,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated":1427453394,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.allocated":234723932961792,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.freed":1328411678,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak":13085994496,"Purity/2FRt1SRqqt0FBt/event_proportion":0.0002685546933207661,"Purity/1FRt*SRqqt2FBt/FBt_purity":0.9921875,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak":1679136768,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current":73138176,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak":0,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.peak":1679136768,"Purity/0FRt2SRqqt2FBt/SRqqt_purity":0,"Purity/0FRt2SRqqt*FBt/event_proportion":0.07700195163488388,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated":1180398425,"Purity/2FRt1SRqqt*FBt/event_proportion":0.0003173828008584678,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.allocated":1704984576,"DeviceStatsMonitor.on_train_batch_start/num_device_alloc":1487,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak":2278096384,"loss/val_total_loss":24.52554626816435,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.allocated":0,"lr-AdamW/pg1":2.2284505655348735e-14,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated":9010044649760768,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current":1704984576,"DeviceStatsMonitor.on_train_batch_end/max_split_size":-1,"Purity/*FRt*SRqqt*FBt/FRt_purity":0.16820554435253143,"Purity/2FRt2SRqqt2FBt/event_proportion":0,"Purity/*FRt1SRqqt*FBt/event_purity":0.6073402762413025,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.current":0,"Purity/1FRt*SRqqt0FBt/FRt_purity":0.1332191526889801,"Purity/2FRt1SRqqt1FBt/FRt_purity":0.5,"loss/total_loss":1.4822718041826404,"particle/accuracy_1_of_1":1,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated":11391766894355456,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.current":813,"Purity/1FRt2SRqqt0FBt/event_proportion":0.0035156249068677425,"DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated":2607859207,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.allocated":1328411756,"DeviceStatsMonitor.on_validation_batch_start/segment.all.freed":0,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.allocated":11080865821478912,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.current":1008579072,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed":11258469237335923,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.peak":12109,"Purity/*FRt2SRqqt1FBt/FBt_purity":0.5833333134651184,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.current":23330816,"Purity/1FRt1SRqqt1FBt/event_proportion":0.0030517578125,"Purity/2FRt0SRqqt*FBt/event_proportion":0.0016845703357830644,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed":9010044576622592,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated":11211665096251904,"Purity/1FRt0SRqqt*FBt/event_purity":0.16288486123085022,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.current":1008579072,"DeviceStatsMonitor.on_validation_batch_start/num_sync_all_streams":2,"Purity/*FRt2SRqqt*FBt/event_purity":0.4834749698638916,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed":180101603606528,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated":15430844416,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.allocated":1180683349,"Purity/2FRt0SRqqt1FBt/FBt_purity":1,"Purity/2FRt*SRqqt1FBt/SRqqt_purity":0,"DeviceStatsMonitor.on_train_batch_start/active.all.allocated":2607842717,"epoch":99,"loss/FRt1/detection_loss":0.8166116877864624,"Purity/2FRt*SRqqt1FBt/event_purity":0.1428571492433548,"Purity/0FRt1SRqqt1FBt/FBt_purity":0.9569004774093628,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.freed":0,"Purity/1FRt1SRqqt0FBt/event_purity":0.0588664710521698,"loss/FBt1/detection_loss":0.0007823765370408692,"Purity/1FRt1SRqqt0FBt/FRt_purity":0.1303359717130661,"Purity/2FRt*SRqqt0FBt/event_purity":0.039007093757390976,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.allocated":13725859840,"DeviceStatsMonitor.on_train_batch_start/segment.all.current":1487,"Purity/2FRt*SRqqt0FBt/FRt_purity":0.17553190886974335,"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.allocated":1427609420,"Purity/2FRt0SRqqt2FBt/event_proportion":4.882812572759576e-05,"Purity/*FRt0SRqqt1FBt/FRt_purity":0.7881273627281189,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak":1679136768,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak":223112704,"DeviceStatsMonitor.on_validation_batch_start/num_device_free":0,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.peak":335,"DeviceStatsMonitor.on_validation_batch_end/num_alloc_retries":0,"jet/accuracy_2_of_2":0.5065711736679077,"Purity/*FRt0SRqqt0FBt/event_proportion":0.16201171278953552,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.current":23330816,"Purity/1FRt0SRqqt1FBt/event_proportion":0.0049804686568677425,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current":25427968,"DeviceStatsMonitor.on_validation_batch_end/segment.all.current":1487,"Purity/2FRt*SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current":1343643254,"Purity/*FRt2SRqqt*FBt/SRqqt_purity":0.7073379755020142,"Purity/1FRt1SRqqt2FBt/FBt_purity":0.5,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.peak":1679136768,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated":504330961,"Purity/*FRt1SRqqt0FBt/event_proportion":0.562207043170929,"Purity/1FRt0SRqqt1FBt/event_purity":0.759684681892395,"DeviceStatsMonitor.on_train_batch_end/allocation.all.current":9948,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.freed":9246656534815232,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak":12052,"DeviceStatsMonitor.on_validation_batch_start/segment.all.current":1487,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current":1369844736,"Purity/2FRt2SRqqt*FBt/event_proportion":4.882812572759576e-05,"Purity/*FRt1SRqqt0FBt/FRt_purity":0.13039764761924744,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak":674,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated":813,"Purity/*FRt0SRqqt0FBt/event_purity":0.13485917448997498,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.allocated":15430844416,"Purity/*FRt1SRqqt*FBt/SRqqt_purity":0.6384755373001099,"Purity/*FRt1SRqqt2FBt/FBt_purity":0.8185483813285828,"Purity/1FRt0SRqqt1FBt/FBt_purity":0.9966216087341309,"Purity/2FRt2SRqqt*FBt/FRt_purity":0,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated":180101798103552,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.allocated":180123422553088,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak":12901441043,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated":823784787,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.allocated":11080820622854144,"Purity/*FRt0SRqqt2FBt/FBt_purity":0.9846415519714355,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed":11258398339152937,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated":9009987974553600,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current":5,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.peak":813,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak":335,"Purity/*FRt*SRqqt*FBt/FBt_purity":0.9774878621101379,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated":0,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.allocated":1427606286,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.freed":179884159148451,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.allocated":180123840094208,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.peak":223112704,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed":11078536115024896,"Purity/1FRt*SRqqt*FBt/event_purity":0.15255828201770782,"Purity/*FRt1SRqqt2FBt/event_proportion":0.0011718750465661287,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak":13725859840,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.peak":0,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed":11391765524517888,"Purity/*FRt*SRqqt1FBt/event_proportion":0.09321288764476776,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current":9942,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.current":7827,"Purity/1FRt*SRqqt1FBt/FRt_purity":0.7800596356391907,"DeviceStatsMonitor.on_validation_batch_end/max_split_size":-1,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.current":5,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.peak":1678361746,"_runtime":158913,"Purity/2FRt1SRqqt0FBt/FRt_purity":0.1388888955116272,"Purity/*FRt*SRqqt2FBt/SRqqt_purity":0.36021506786346436,"Purity/*FRt0SRqqt0FBt/FRt_purity":0.1366550624370575,"Purity/2FRt1SRqqt*FBt/SRqqt_purity":0.5454545617103577,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak":335,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated":1427453394,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.peak":762,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current":5,"Purity/1FRt*SRqqt1FBt/event_proportion":0.008056640625,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.allocated":9011894538328064,"Purity/*FRt2SRqqt*FBt/event_proportion":0.08059082180261612,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current":9928,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.current":4,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.peak":2278096384,"DeviceStatsMonitor.on_validation_batch_end/active.all.peak":12109,"Purity/0FRt1SRqqt0FBt/event_proportion":0.5378662347793579,"DeviceStatsMonitor.on_train_batch_start/num_sync_all_streams":2,"Purity/*FRt*SRqqt0FBt/SRqqt_purity":0.6518386602401733,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated":1704984576,"Purity/0FRt2SRqqt1FBt/FBt_purity":0.5707070231437683,"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.peak":12052,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.allocated":1328405889,"DeviceStatsMonitor.on_validation_batch_end/num_sync_all_streams":2,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated":1704984576,"Purity/0FRt0SRqqt*FBt/event_purity":0.9892631769180298,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak":762,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.peak":1433,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.peak":12052,"particle/accuracy_3_of_4":1,"Purity/2FRt2SRqqt0FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated":11211735660415488,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak":12901441043,"Purity/*FRt2SRqqt2FBt/SRqqt_purity":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated":11391766894355456,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.allocated":813,"Purity/*FRt2SRqqt1FBt/event_purity":0,"Purity/*FRt2SRqqt1FBt/SRqqt_purity":0.6078431606292725,"Purity/2FRt*SRqqt2FBt/event_proportion":4.882812572759576e-05,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak":2278096384,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak":1704984576,"Purity/0FRt*SRqqt2FBt/event_proportion":0.01630859449505806,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.current":0,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.freed":1328405811,"particle/accuracy_2_of_2":1,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.freed":0,"Purity/*FRt*SRqqt2FBt/event_proportion":0.01809081993997097,"loss/FRt2/detection_loss":0.10599801368864871,"Purity/1FRt*SRqqt2FBt/event_purity":0.9357638955116272,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current":1369837568,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.peak":13085994496,"Purity/2FRt*SRqqt*FBt/event_purity":0.05228758230805397,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed":823784782,"Purity/0FRt*SRqqt1FBt/FBt_purity":0.9782458543777466,"Purity/1FRt1SRqqt*FBt/event_purity":0.11174340546131134,"Purity/1FRt*SRqqt*FBt/FBt_purity":0.9906890988349915,"Purity/0FRt0SRqqt*FBt/event_proportion":0.07185058295726776,"DeviceStatsMonitor.on_train_batch_end/allocation.all.peak":12109,"Purity/1FRt0SRqqt2FBt/FRt_purity":0.9791666865348816,"Purity/0FRt1SRqqt2FBt/SRqqt_purity":0.34166666865348816,"Purity/*FRt0SRqqt*FBt/FRt_purity":0.1655256599187851,"Purity/*FRt*SRqqt1FBt/FRt_purity":0.7752431631088257,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.current":1007818490,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.freed":1427601598,"Purity/2FRt1SRqqt*FBt/FRt_purity":0.20454545319080353,"jet/accuracy_2_of_3":0.7920927405357361,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.current":45875200,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated":11391838608438784,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.current":106843648,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated":13725859840,"Purity/0FRt0SRqqt2FBt/event_proportion":0.01513671875,"DeviceStatsMonitor.on_validation_batch_start/max_split_size":-1,"Purity/*FRt1SRqqt*FBt/FRt_purity":0.20521876215934753,"DeviceStatsMonitor.on_validation_batch_start/num_alloc_retries":0,"Purity/0FRt1SRqqt1FBt/event_purity":0.6094791889190674,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/segment.all.allocated":1487,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.freed":1180689008,"DeviceStatsMonitor.on_train_batch_start/allocation.all.freed":2607832783,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.allocated":674,"Purity/0FRt1SRqqt1FBt/SRqqt_purity":0.7070473432540894,"Purity/2FRt2SRqqt0FBt/FRt_purity":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed":9009987901415424,"Purity/2FRt2SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak":15430844416,"DeviceStatsMonitor.on_train_batch_end/active.all.allocated":2607859207,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated":0,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.current":5,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current":6,"DeviceStatsMonitor.on_validation_batch_start/segment.all.allocated":1487,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.peak":1433,"Purity/0FRt2SRqqt*FBt/event_purity":0.5062439441680908,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current":813,"Purity/2FRt1SRqqt2FBt/event_proportion":0,"loss/FBt1/assignment_loss":3.559641891296108e-05,"Purity/*FRt1SRqqt2FBt/SRqqt_purity":0.3629032373428345,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.peak":813,"Purity/*FRt0SRqqt*FBt/event_proportion":0.24072265625,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.allocated":813,"lr-AdamW/pg2":2.2284505655348735e-14,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current":25427968,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.current":0,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak":1433,"Purity/1FRt1SRqqt*FBt/FRt_purity":0.20590336620807648,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current":25427968,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.freed":1427598464,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.current":1031909888,"DeviceStatsMonitor.on_train_batch_start/active.all.freed":2607832783,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.peak":2278096384,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current":93967360,"Purity/2FRt*SRqqt*FBt/FRt_purity":0.2173202484846115,"DeviceStatsMonitor.on_validation_batch_end/allocation.small_pool.current":7822,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated":11391838608438784,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.freed":1180683344,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated":504334157,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.freed":1427598464,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.allocated":2608289635,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.freed":0,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.freed":11214045810780672,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.allocated":11260751405483825,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.allocated":9011932291155968,"Purity/*FRt0SRqqt2FBt/event_purity":0.959769070148468,"Purity/1FRt0SRqqt2FBt/event_proportion":0.001708984375,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.peak":1704984576,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated":179864716166633,"Purity/2FRt2SRqqt0FBt/event_proportion":4.882812572759576e-05,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current":1344409600,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.allocated":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed":1328118733,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.current":9928,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.peak":674,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.current":813,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.allocated":11260705789821085,"DeviceStatsMonitor.on_train_batch_end/allocation.all.freed":2607849259,"Purity/2FRt1SRqqt*FBt/FBt_purity":1,"Purity/*FRt0SRqqt*FBt/FBt_purity":0.9915862083435059,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed":1328110399,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.freed":0,"Purity/*FRt*SRqqt2FBt/FBt_purity":0.9744269251823425,"DeviceStatsMonitor.on_train_batch_start/active.all.peak":12109,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.peak":335,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.freed":0,"DeviceStatsMonitor.on_validation_batch_start/num_oom_rejections":0,"particle/sensitivity":0.6931320428848267,"Purity/0FRt*SRqqt2FBt/SRqqt_purity":0.33888891339302063,"Purity/1FRt*SRqqt*FBt/FRt_purity":0.16709759831428528,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current":6,"Purity/2FRt0SRqqt0FBt/event_purity":0.0436507947742939,"Purity/*FRt2SRqqt0FBt/event_proportion":0.07951660454273224,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.freed":9246618364446208,"Purity/0FRt0SRqqt1FBt/FBt_purity":0.9963247179985046,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated":11078605890240512,"Purity/0FRt2SRqqt*FBt/SRqqt_purity":0.7058043479919434,"Purity/2FRt*SRqqt0FBt/SRqqt_purity":0.7272727489471436,"Purity/*FRt*SRqqt1FBt/SRqqt_purity":0.6968772411346436,"Purity/*FRt*SRqqt1FBt/event_purity":0.8416010141372681,"Purity/2FRt2SRqqt*FBt/SRqqt_purity":1,"Purity/*FRt*SRqqt0FBt/FRt_purity":0.13394653797149658,"Purity/1FRt1SRqqt0FBt/SRqqt_purity":0.670110821723938,"jet/accuracy_4_of_4":0.1111111119389534,"Purity/2FRt*SRqqt1FBt/event_proportion":0.00017089843458961695,"Purity/2FRt1SRqqt1FBt/event_proportion":4.882812572759576e-05,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.current":45875200,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated":9244689628846592,"Purity/*FRt*SRqqt0FBt/event_purity":0.5020327568054199,"DeviceStatsMonitor.on_train_batch_start/num_oom_rejections":0,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.allocated":11394169674205696,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak":11631415296,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.allocated":1427609420,"Purity/1FRt1SRqqt*FBt/SRqqt_purity":0.6763039827346802,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed":1427443452,"Purity/*FRt0SRqqt2FBt/event_proportion":0.01689453050494194,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.peak":13085994496,"particle/f_score":0.6940056085586548,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.freed":0,"DeviceStatsMonitor.on_validation_batch_start/num_device_alloc":1487,"DeviceStatsMonitor.on_validation_batch_end/num_device_free":0,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.current":60968448,"Purity/*FRt2SRqqt2FBt/event_proportion":2.441406286379788e-05,"Purity/*FRt1SRqqt*FBt/FBt_purity":0.951159656047821,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.freed":2608281808,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak":1433,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.peak":1679136768,"Purity/2FRt*SRqqt*FBt/SRqqt_purity":0.6153846383094788,"jet/accuracy_3_of_3":0.2953336834907532,"DeviceStatsMonitor.on_train_batch_end/segment.all.allocated":1487,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.current":1031149306,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.allocated":11213999630637568,"Purity/0FRt2SRqqt0FBt/event_proportion":0.07595214992761612,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.current":5,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.allocated":1180689013,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak":1679136768,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.current":674,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.current":7822,"Purity/1FRt2SRqqt1FBt/FBt_purity":1,"jet/accuracy_1_of_1":0.5555170178413391,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak":12052,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.current":15430844416,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.peak":1678361746,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current":25427968,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.current":23330816,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak":12052,"DeviceStatsMonitor.on_train_batch_start/num_device_free":0,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak":437,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.peak":13085994496,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed":0,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.freed":234723871993344,"Purity/1FRt1SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed":1180405807,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated":180101798103552,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed":9244747725059584,"DeviceStatsMonitor.on_validation_batch_start/active.all.allocated":2608289635,"Purity/2FRt*SRqqt*FBt/FBt_purity":1,"Purity/2FRt0SRqqt2FBt/FRt_purity":0.75,"Purity/1FRt1SRqqt*FBt/FBt_purity":0.9794871807098389,"DeviceStatsMonitor.on_train_batch_start/active.all.current":9934,"Purity/*FRt2SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.current":214,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.freed":0,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current":25427968,"Purity/1FRt2SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak":813,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.freed":11214045810780672,"DeviceStatsMonitor.on_validation_batch_start/segment.all.peak":1487,"Purity/1FRt*SRqqt2FBt/SRqqt_purity":1,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak":11428885504,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak":13085994496,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.freed":2608290606,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated":1180398425,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.freed":11260750374334519,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed":1427443452,"Purity/1FRt2SRqqt0FBt/FRt_purity":0.03076923079788685,"Purity/0FRt1SRqqt*FBt/event_purity":0.6316174268722534,"DeviceStatsMonitor.on_validation_batch_start/active.all.peak":12109,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.peak":0,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.allocated":1180689013,"DeviceStatsMonitor.on_validation_batch_end/segment.all.peak":1487,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.allocated":11394169674205696,"Purity/1FRt*SRqqt2FBt/FRt_purity":0.96875,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.allocated":1704984576,"Purity/0FRt1SRqqt0FBt/SRqqt_purity":0.6340779662132263,"particle/specificity":0.9327596426010132,"jet/accuracy_2_of_4":0.8888888955116272,"Purity/1FRt0SRqqt*FBt/FBt_purity":0.9973431825637817,"particle/accuracy_1_of_2":1,"_timestamp":1.7835791878344927e+09,"Purity/1FRt2SRqqt2FBt/event_proportion":0,"Purity/1FRt2SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/segment.all.freed":0,"Purity/1FRt2SRqqt1FBt/SRqqt_purity":0,"DeviceStatsMonitor.on_validation_batch_end/active.all.allocated":2608298433,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current":1344416768,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.freed":179884576186423,"Purity/1FRt0SRqqt0FBt/event_proportion":0.16049805283546448,"jet/accuracy_3_of_4":0.2222222238779068,"particle/accuracy":0.8893594741821289,"Purity/1FRt*SRqqt2FBt/event_proportion":0.0017333984142169356,"loss/FRt1/assignment_loss":0.0009765379569109748,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.current":1031909888,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated":0,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.current":1031909888,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.peak":11631415296,"loss/FBt2/detection_loss":0.0032268190792440993,"Purity/0FRt1SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/num_oom_rejections":0,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.freed":504408895,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.peak":12109,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current":1704984576,"_step":12595,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.current":74,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.peak":11631415296,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.current":1008579072,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.current":23330816,"DeviceStatsMonitor.on_train_batch_end/num_alloc_retries":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated":823779652,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.current":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak":2064734208,"Purity/0FRt*SRqqt0FBt/SRqqt_purity":0.6501971483230591,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.current":9942,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.allocated":504408969,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current":25427968,"Purity/0FRt0SRqqt2FBt/FBt_purity":0.9833904504776001,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed":0,"Purity/1FRt0SRqqt0FBt/event_purity":0.13575533032417297,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.all.allocated":9246656641658880,"DeviceStatsMonitor.on_validation_batch_start/segment.small_pool.current":813,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak":1679136768,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed":180100453693952,"Purity/1FRt1SRqqt0FBt/event_proportion":0.02407226525247097,"jet/accuracy_1_of_2":0.8988615274429321,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed":11211665070823936,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.current":13725859840,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.peak":11631415296,"Purity/*FRt*SRqqt1FBt/FBt_purity":0.9794117212295532,"Purity/0FRt*SRqqt*FBt/event_purity":0.6540745496749878,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated":11258470606407145,"Purity/2FRt0SRqqt*FBt/event_purity":0.07037036865949631,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak":762,"Purity/2FRt0SRqqt*FBt/FRt_purity":0.2351851761341095,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.peak":15430844416,"DeviceStatsMonitor.on_train_batch_end/segment.all.current":1487,"Purity/*FRt1SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.freed":11213999607306752,"Purity/*FRt*SRqqt0FBt/event_proportion":0.8037353754043579,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.small_pool.current":60968448,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current":206,"Purity/0FRt*SRqqt*FBt/event_proportion":0.7151123285293579,"Purity/*FRt0SRqqt*FBt/event_purity":0.4091370701789856,"DeviceStatsMonitor.on_validation_batch_end/allocation.large_pool.peak":1433,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.freed":0,"Purity/0FRt2SRqqt*FBt/FBt_purity":0.5707070231437683,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.freed":9011894492452864,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.peak":15430844416,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed":1427434364,"DeviceStatsMonitor.on_validation_batch_end/num_device_alloc":1487,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.freed":1180689008,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.freed":9011932245280768,"Purity/*FRt2SRqqt*FBt/FRt_purity":0.03076923079788685,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.current":15430844416,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed":234703148436992,"Purity/2FRt1SRqqt1FBt/SRqqt_purity":0,"Purity/0FRt*SRqqt*FBt/SRqqt_purity":0.651647686958313,"Purity/2FRt*SRqqt2FBt/event_purity":0.5,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.current":13725859840,"DeviceStatsMonitor.on_validation_batch_start/active.all.freed":2608281808,"Purity/2FRt1SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_start/num_ooms":0,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.current":4,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.peak":0,"Purity/1FRt2SRqqt0FBt/event_purity":0,"Purity/1FRt2SRqqt1FBt/FRt_purity":0,"Purity/1FRt1SRqqt*FBt/event_proportion":0.02714843675494194,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.current":7822,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.peak":1433,"Purity/1FRt0SRqqt*FBt/FRt_purity":0.16416043043136597,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.peak":437,"Purity/0FRt*SRqqt2FBt/event_purity":0.9043264389038086,"Purity/1FRt0SRqqt*FBt/event_proportion":0.16718749701976776,"Purity/*FRt0SRqqt2FBt/FRt_purity":0.9693877696990967,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated":0,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed":0,"Purity/*FRt*SRqqt*FBt/event_proportion":0.9150390625,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.current":6,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.large_pool.allocated":11213999630637568,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current":209,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated":234703169266176,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed":1180398419,"DeviceStatsMonitor.on_validation_batch_end/allocation.all.allocated":2608298433,"DeviceStatsMonitor.on_train_batch_end/active.all.current":9948,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.allocated":823998427,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.freed":11394122021280768,"DeviceStatsMonitor.on_validation_batch_start/active.large_pool.allocated":1180683349,"jet/accuracy_1_of_4":1,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.small_pool.peak":437,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak":437,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.small_pool.freed":180122831515136,"particle/accuracy_2_of_4":1,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak":11631415296,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak":813,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated":1328118944,"Purity/2FRt0SRqqt2FBt/event_purity":0.5,"Purity/0FRt*SRqqt2FBt/FBt_purity":0.9729934930801392,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.current":23330816,"Purity/1FRt*SRqqt0FBt/SRqqt_purity":0.6936867237091064,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated":813,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.freed":11213999607306752,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current":1369844736,"Purity/0FRt1SRqqt1FBt/event_proportion":0.02724609337747097,"Purity/1FRt2SRqqt*FBt/event_proportion":0.0035400390625,"Purity/0FRt0SRqqt0FBt/event_proportion":0.0849609375,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.current":78,"Purity/*FRt1SRqqt0FBt/SRqqt_purity":0.6355651617050171,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed":11391837238594048,"Purity/*FRt1SRqqt2FBt/FRt_purity":0,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.current":1031149306,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated":9244747819026944,"DeviceStatsMonitor.on_train_batch_end/active.all.freed":2607849259,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current":1343643142,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.current":23330816,"Purity/0FRt*SRqqt1FBt/event_proportion":0.08498535305261612,"Purity/*FRt2SRqqt0FBt/event_purity":0.48957180976867676,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.freed":11260704758671779,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.peak":1433,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.allocated":234724350502912,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.current":7822,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.allocated":180123422553088,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.large_pool.peak":2064734208,"Purity/*FRt1SRqqt*FBt/event_proportion":0.5937255620956421,"Purity/2FRt1SRqqt0FBt/event_purity":0,"Purity/1FRt2SRqqt*FBt/SRqqt_purity":0.7310256361961365,"Purity/*FRt2SRqqt*FBt/FBt_purity":0.5833333134651184,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed":0,"DeviceStatsMonitor.on_validation_batch_end/num_ooms":0,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.allocated":0,"Purity/0FRt1SRqqt*FBt/SRqqt_purity":0.6368484497070312,"Purity/*FRt0SRqqt1FBt/event_purity":0.9766780734062195,"Purity/0FRt2SRqqt0FBt/SRqqt_purity":0.7066026926040649,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated":674,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak":674,"DeviceStatsMonitor.on_validation_batch_start/allocation.all.current":7827,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak":223112704,"Purity/2FRt*SRqqt2FBt/FRt_purity":0.75,"Purity/0FRt1SRqqt*FBt/FBt_purity":0.9486997723579407,"Purity/1FRt1SRqqt2FBt/SRqqt_purity":1,"Purity/2FRt0SRqqt*FBt/FBt_purity":1,"Purity/1FRt1SRqqt2FBt/FRt_purity":0,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.current":674,"Purity/2FRt0SRqqt1FBt/FRt_purity":0.6000000238418579,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed":11078605864812544,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.allocated":824002787,"particle/accuracy_2_of_3":1,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak":13085994496,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated":674,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak":11631415296,"Purity/0FRt1SRqqt0FBt/event_purity":0.6340779662132263,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.large_pool.freed":823998423,"Purity/*FRt2SRqqt1FBt/FRt_purity":0,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.all.peak":12901441043,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.freed":180122413974016,"DeviceStatsMonitor.on_validation_batch_end/oversize_segments.current":0,"Purity/0FRt2SRqqt2FBt/FBt_purity":1,"Purity/0FRt1SRqqt*FBt/event_proportion":0.5662597417831421,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current":1344409600,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.current":0,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated":180102948023296,"Purity/*FRt0SRqqt1FBt/FBt_purity":0.9962652921676636,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current":211,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated":179863567771183,"Purity/2FRt1SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.current":1704984576,"loss/FRt2/assignment_loss":0.007873422900835673,"DeviceStatsMonitor.on_validation_batch_start/oversize_allocations.allocated":0,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed":1180398419,"Purity/0FRt0SRqqt*FBt/FBt_purity":0.9912573099136353,"DeviceStatsMonitor.on_validation_batch_start/active.small_pool.peak":12052,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.all.current":78,"particle/accuracy_1_of_4":1,"Purity/*FRt2SRqqt1FBt/event_proportion":0.0010498047340661287,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.current":1008579072,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed":11211735634987520,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed":823779647,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.allocated":13725859840,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current":1344416768,"DeviceStatsMonitor.on_validation_batch_end/segment.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.peak":0,"particle/accuracy_1_of_3":1,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current":73138176,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.current":74,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current":1369071110,"DeviceStatsMonitor.on_validation_batch_start/allocation.small_pool.allocated":1427606286,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current":20836352,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.allocated":179885166966941,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak":15430844416,"Purity/0FRt2SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_validation_batch_end/segment.small_pool.freed":0,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.large_pool.peak":13725859840,"Purity/0FRt*SRqqt0FBt/event_proportion":0.613818347454071,"Purity/1FRt0SRqqt0FBt/FRt_purity":0.13575533032417297,"DeviceStatsMonitor.on_train_batch_end/num_device_alloc":1487,"DeviceStatsMonitor.on_validation_batch_end/oversize_allocations.peak":0,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.allocated":180123840094208,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.all.freed":11394168642295808,"Purity/1FRt0SRqqt2FBt/FBt_purity":0.9973958134651184,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed":11211665070823936,"Purity/0FRt0SRqqt1FBt/event_purity":0.9963247179985046,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak":13725859840,"Purity/*FRt1SRqqt1FBt/FBt_purity":0.9595977067947388,"DeviceStatsMonitor.on_validation_batch_end/active.all.current":7827,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.large_pool.peak":2064734208,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current":13725859840,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated":15430844416,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.all.peak":13085994496,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed":1427434364,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.current":6,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed":0,"Purity/*FRt*SRqqt*FBt/event_purity":0.5444124937057495,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak":1704984576,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed":11391765524517888,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.small_pool.current":1007818490,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated":1180405813,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.allocated":9246618471289856,"loss/SRqqt1/assignment_loss":0.03597845666277291,"_wandb":{"runtime":158913},"Purity/1FRt2SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/num_ooms":0,"Purity/0FRt*SRqqt0FBt/event_purity":0.6191794872283936,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.current":674,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak":11428885504,"Purity/2FRt0SRqqt0FBt/event_proportion":0.0015136718284338713,"DeviceStatsMonitor.on_train_batch_end/num_device_free":0,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak":1678361746,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak":13085994496,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.large_pool.allocated":11214045834111488,"loss/SRqqt2/assignment_loss":0.03407861993279749,"Purity/0FRt0SRqqt2FBt/event_purity":0.9667811393737793,"Purity/2FRt0SRqqt1FBt/event_purity":0.20000000298023224,"Purity/2FRt*SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.peak":11428885504,"Purity/2FRt2SRqqt1FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated":11078536140452864,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.freed":504407388,"DeviceStatsMonitor.on_validation_batch_end/inactive_split.large_pool.freed":824002783,"Purity/1FRt1SRqqt1FBt/FBt_purity":0.9869791865348816,"Purity/2FRt0SRqqt1FBt/event_proportion":0.0001220703125,"Purity/2FRt0SRqqt0FBt/FRt_purity":0.190476194024086,"Purity/0FRt0SRqqt0FBt/event_purity":1,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.all.allocated":11394123053190656,"DeviceStatsMonitor.on_validation_batch_start/requested_bytes.large_pool.freed":11080820599523328,"DeviceStatsMonitor.on_train_batch_end/segment.all.peak":1487,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.freed":11391837238594048,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed":179862224128041,"DeviceStatsMonitor.on_validation_batch_end/allocated_bytes.large_pool.allocated":11214045834111488,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.all.allocated":15430844416,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current":1369837568,"DeviceStatsMonitor.on_train_batch_start/max_split_size":-1,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated":11211735660415488,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.allocated":11394123053190656,"Purity/*FRt2SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.all.freed":11394122021280768,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current":15430844416,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed":0,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.peak":11428885504,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.all.peak":12901441043,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current":15430844416,"Purity/*FRt2SRqqt0FBt/FRt_purity":0.03076923079788685,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.all.freed":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed":179863372523379,"Purity/0FRt1SRqqt2FBt/FBt_purity":0.8291666507720947,"DeviceStatsMonitor.on_validation_batch_end/segment.all.freed":0,"DeviceStatsMonitor.on_validation_batch_start/reserved_bytes.small_pool.current":1704984576,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed":0,"Purity/2FRt0SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated":180102948023296,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated":1328110613,"Purity/0FRt*SRqqt*FBt/FBt_purity":0.9762845039367676,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed":9244689534872064,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.peak":223112704,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed":0,"Purity/1FRt2SRqqt1FBt/event_proportion":2.441406286379788e-05,"Purity/1FRt*SRqqt1FBt/FBt_purity":0.9922618865966797,"Purity/0FRt1SRqqt2FBt/event_proportion":0.0011474608909338713,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.allocated":674,"Purity/1FRt2SRqqt0FBt/SRqqt_purity":0.7348718047142029,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed":180101603606528,"DeviceStatsMonitor.on_train_batch_end/num_oom_rejections":0,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.all.peak":762,"loss/SRqqt2/detection_loss":0.2622984057582842,"DeviceStatsMonitor.on_validation_batch_end/inactive_split_bytes.small_pool.freed":234724289534464,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated":13725859840,"particle/accuracy_4_of_4":1,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.large_pool.peak":13725859840,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.freed":0,"Purity/0FRt0SRqqt1FBt/event_proportion":0.05671386793255806,"Purity/*FRt1SRqqt1FBt/event_proportion":0.03034668043255806,"Purity/0FRt2SRqqt1FBt/event_purity":0,"Purity/*FRt*SRqqt*FBt/SRqqt_purity":0.6533029675483704,"DeviceStatsMonitor.on_validation_batch_start/oversize_segments.current":0,"Purity/0FRt2SRqqt1FBt/SRqqt_purity":0.6262626647949219,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.current":0,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.small_pool.allocated":179885584004913,"Purity/1FRt1SRqqt1FBt/event_purity":0.563281238079071,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.small_pool.freed":180122413974016,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak":2064734208,"Purity/1FRt1SRqqt1FBt/SRqqt_purity":0.7520833611488342,"DeviceStatsMonitor.on_validation_batch_start/allocation.large_pool.freed":1180683344,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed":1180405807,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current":1369071222,"loss/SRqqt1/detection_loss":0.21441008728767208,"Purity/*FRt*SRqqt2FBt/FRt_purity":0.9591836929321289,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed":0,"Purity/1FRt*SRqqt1FBt/SRqqt_purity":0.7416666746139526,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current":13725859840,"Purity/0FRt2SRqqt0FBt/event_purity":0.512744128704071,"Purity/1FRt*SRqqt1FBt/event_purity":0.673035740852356,"Purity/1FRt0SRqqt1FBt/FRt_purity":0.787162184715271,"Purity/*FRt*SRqqt2FBt/event_purity":0.9020141363143921,"DeviceStatsMonitor.on_train_batch_end/segment.all.freed":0,"DeviceStatsMonitor.on_validation_batch_start/active.all.current":7827,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current":674,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed":11211735634987520,"Purity/2FRt*SRqqt0FBt/event_proportion":0.0018310546875,"Purity/1FRt*SRqqt0FBt/event_proportion":0.18808594346046448,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak":1433,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak":11631415296,"validation_average_jet_accuracy":0.5811247825622559,"Purity/2FRt1SRqqt0FBt/SRqqt_purity":0.6666666865348816,"DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated":2607842717,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed":504333951,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated":1427444292,"DeviceStatsMonitor.on_validation_batch_end/active_bytes.small_pool.freed":180122831515136,"Purity/*FRt2SRqqt0FBt/SRqqt_purity":0.7083430886268616,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.peak":12052,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated":234701654292992,"Purity/1FRt1SRqqt2FBt/event_proportion":2.441406286379788e-05,"Purity/0FRt*SRqqt1FBt/event_purity":0.8597431182861328,"Purity/0FRt*SRqqt1FBt/SRqqt_purity":0.6995574235916138,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak":0,"Purity/1FRt2SRqqt*FBt/FRt_purity":0.03076923079788685,"Purity/0FRt2SRqqt1FBt/event_proportion":0.0010253905784338713,"DeviceStatsMonitor.on_validation_batch_start/active_bytes.large_pool.peak":11631415296,"DeviceStatsMonitor.on_train_batch_start/allocation.all.peak":12109,"Purity/*FRt1SRqqt0FBt/event_purity":0.6091744899749756,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current":93974528,"Purity/1FRt0SRqqt2FBt/event_purity":0.9461805820465088,"DeviceStatsMonitor.on_validation_batch_end/active.all.freed":2608290606,"DeviceStatsMonitor.on_validation_batch_start/allocated_bytes.small_pool.peak":1679136768,"Purity/1FRt*SRqqt0FBt/event_purity":0.12361250817775726,"DeviceStatsMonitor.on_validation_batch_start/segment.large_pool.peak":674,"DeviceStatsMonitor.on_validation_batch_end/reserved_bytes.small_pool.peak":1704984576,"Purity/2FRt*SRqqt1FBt/FRt_purity":0.5714285969734192,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed":180100453693952,"DeviceStatsMonitor.on_train_batch_end/active.all.peak":12109,"Purity/1FRt1SRqqt1FBt/FRt_purity":0.821614682674408,"DeviceStatsMonitor.on_train_batch_start/num_alloc_retries":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed":504330752,"DeviceStatsMonitor.on_validation_batch_start/inactive_split_bytes.all.current":106843648,"Purity/1FRt*SRqqt*FBt/event_proportion":0.1978759765625,"DeviceStatsMonitor.on_train_batch_start/num_ooms":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak":1678361746,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak":0,"DeviceStatsMonitor.on_validation_batch_end/active.large_pool.current":5,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated":11258399708224047,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated":11211665096251904,"DeviceStatsMonitor.on_validation_batch_end/requested_bytes.large_pool.freed":11080865798148096,"DeviceStatsMonitor.on_validation_batch_end/segment.all.allocated":1487,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current":20829184,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated":1180405813,"DeviceStatsMonitor.on_validation_batch_end/active.small_pool.peak":12052,"Purity/*FRt0SRqqt1FBt/event_proportion":0.06181640550494194,"loss/FBt2/assignment_loss":1.7801730578526076e-06,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed":234701633456640,"Purity/0FRt2SRqqt2FBt/event_proportion":2.441406286379788e-05,"Purity/*FRt1SRqqt1FBt/SRqqt_purity":0.7034848928451538,"DeviceStatsMonitor.on_validation_batch_start/inactive_split.small_pool.allocated":504407462,"Purity/*FRt1SRqqt1FBt/event_purity":0.5957200527191162,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated":1427444292,"Purity/*FRt1SRqqt1FBt/FRt_purity":0.821614682674408}