{"DeviceStatsMonitor.on_train_batch_start/active.all.allocated":717275134,"Purity/1FRt0SRqqt2FBt/FBt_purity":0.9934210777282715,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.current":1717567488,"Purity/2FRt1SRqqt2FBt/event_purity":0,"Purity/2FRt0SRqqt0FBt/FRt_purity":0.19095508754253387,"Purity/2FRt1SRqqt2FBt/event_proportion":2.325148852833081e-05,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak":577298432,"Purity/1FRt2SRqqt0FBt/SRqqt_purity":0.7382165193557739,"jet/accuracy_4_of_5":0,"Purity/0FRt2SRqqt*FBt/FBt_purity":0.8636363744735718,"Purity/*FRt0SRqqt2FBt/event_purity":0.9210628271102905,"DeviceStatsMonitor.on_train_batch_start/segment.all.allocated":1984,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.allocated":318550205,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.freed":64804786152061,"Purity/2FRt*SRqqt2FBt/event_proportion":0.0002092633949359879,"DeviceStatsMonitor.on_train_batch_start/num_sync_all_streams":2,"Purity/2FRt1SRqqt0FBt/event_proportion":0.011928013525903225,"Purity/2FRt*SRqqt1FBt/FRt_purity":0.5638021230697632,"DeviceStatsMonitor.on_train_batch_end/num_ooms":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocated":23737663488,"Purity/*FRt0SRqqt*FBt/event_purity":0.22571532428264618,"DeviceStatsMonitor.on_train_batch_end/allocation.all.peak":12374,"Purity/1FRt*SRqqt*FBt/SRqqt_purity":0.6391737461090088,"Purity/0FRt1SRqqt*FBt/FBt_purity":0.9778626561164856,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocated":5804655618295856,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.current":1343973754,"Purity/*FRt2SRqqt*FBt/event_purity":0.21241158246994019,"DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated":717292525,"Purity/2FRt*SRqqt*FBt/event_purity":0.020082678645849228,"DeviceStatsMonitor.on_train_batch_end/num_device_free":0,"Purity/2FRt2SRqqt*FBt/event_proportion":0.006417410913854837,"Purity/0FRt2SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed":5835851167079936,"Purity/0FRt2SRqqt1FBt/event_proportion":0.0007207961170934141,"Purity/0FRt0SRqqt2FBt/event_proportion":0.007626487873494625,"Purity/0FRt*SRqqt*FBt/event_proportion":0.2839471697807312,"Purity/2FRt*SRqqt0FBt/event_purity":0.008305463939905167,"Purity/2FRt0SRqqt2FBt/event_purity":0.7142857313156128,"particle/accuracy_4_of_4":0.9446348547935486,"Purity/1FRt1SRqqt1FBt/FRt_purity":0.4846457540988922,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated":0,"Purity/0FRt*SRqqt1FBt/SRqqt_purity":0.5928252339363098,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freed":0,"Purity/1FRt*SRqqt0FBt/event_purity":0.11644265800714493,"lr-AdamW/pg1":8.390856458432621e-13,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocated":23737663488,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.allocated":226700981,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.freed":226695232,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peak":23737663488,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peak":1717567488,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current":37186560,"Purity/2FRt*SRqqt1FBt/SRqqt_purity":0.7900000214576721,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.current":1165,"Purity/0FRt1SRqqt2FBt/event_proportion":0.0004417782765813172,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peak":1679572992,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed":318542543,"DeviceStatsMonitor.on_train_batch_start/num_device_alloc":1984,"Purity/2FRt1SRqqt*FBt/SRqqt_purity":0.6221659183502197,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.current":25427968,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak":23114759168,"Purity/2FRt1SRqqt0FBt/FRt_purity":0.16712437570095062,"_wandb":{"runtime":41361},"DeviceStatsMonitor.on_train_batch_end/allocation.all.current":10159,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocated":1717567488,"Purity/*FRt0SRqqt0FBt/FRt_purity":0.15877366065979004,"DeviceStatsMonitor.on_train_batch_start/num_oom_rejections":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.freed":81018347,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current":819,"Purity/0FRt2SRqqt1FBt/FBt_purity":0.8636363744735718,"Purity/1FRt*SRqqt2FBt/FBt_purity":0.9935897588729858,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current":1343973866,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak":24677881344,"Purity/0FRt1SRqqt1FBt/FBt_purity":0.9851093292236328,"Purity/1FRt*SRqqt2FBt/event_purity":0.6576923727989197,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.freed":5900726532692480,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.current":0,"Purity/2FRt0SRqqt*FBt/event_purity":0.03819577023386955,"DeviceStatsMonitor.on_train_batch_start/allocation.all.allocated":717275134,"Purity/0FRt*SRqqt2FBt/event_proportion":0.008068266324698925,"Purity/1FRt0SRqqt*FBt/event_proportion":0.4530552327632904,"Purity/1FRt2SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.current":10139,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.peak":1679572992,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.current":0,"Purity/0FRt2SRqqt*FBt/event_purity":0.4700673520565033,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak":22951749632,"Purity/0FRt1SRqqt*FBt/event_purity":0.5679150819778442,"Purity/0FRt0SRqqt1FBt/FBt_purity":0.9993386268615723,"Purity/0FRt1SRqqt0FBt/event_purity":0.5708929896354675,"particle/accuracy":0.8422076106071472,"Purity/0FRt1SRqqt2FBt/SRqqt_purity":0.1785714328289032,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed":226700727,"Purity/0FRt*SRqqt2FBt/event_purity":0.9199671149253845,"Purity/2FRt2SRqqt0FBt/event_proportion":0.006417410913854837,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.current":1344836608,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed":64806361692813,"Purity/*FRt1SRqqt1FBt/FBt_purity":0.9900339841842651,"Purity/*FRt1SRqqt*FBt/FRt_purity":0.1924314945936203,"DeviceStatsMonitor.on_train_batch_end/allocation.all.freed":717282366,"Purity/*FRt1SRqqt2FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.peak":0,"Purity/*FRt2SRqqt0FBt/FRt_purity":0.06294386833906174,"Purity/2FRt0SRqqt0FBt/event_proportion":0.01990327425301075,"jet/accuracy_2_of_4":0.7450970411300659,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.allocated":318542549,"Purity/*FRt*SRqqt1FBt/FBt_purity":0.9938982725143433,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated":145680617,"Purity/0FRt0SRqqt*FBt/event_proportion":0.0390159972012043,"Purity/2FRt0SRqqt2FBt/FRt_purity":0.7857142686843872,"Purity/*FRt1SRqqt0FBt/SRqqt_purity":0.58762127161026,"Purity/1FRt2SRqqt1FBt/FRt_purity":0,"Purity/*FRt*SRqqt*FBt/FRt_purity":0.1718810349702835,"DeviceStatsMonitor.on_train_batch_start/num_alloc_retries":0,"DeviceStatsMonitor.on_train_batch_end/active.all.freed":717282366,"Purity/1FRt1SRqqt2FBt/event_purity":0,"Purity/*FRt1SRqqt*FBt/FBt_purity":0.9836840033531189,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.current":1370750976,"Purity/*FRt*SRqqt2FBt/event_purity":0.8601563572883606,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak":24518171231,"Purity/*FRt*SRqqt*FBt/FBt_purity":0.991705060005188,"Purity/0FRt2SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.freed":318542543,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.freed":5835851167079936,"Purity/*FRt0SRqqt2FBt/FRt_purity":0.7692983150482178,"Purity/1FRt0SRqqt1FBt/event_proportion":0.00969587080180645,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated":5835710199167488,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peak":71,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.freed":0,"Purity/2FRt2SRqqt1FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed":5869460379019949,"Purity/*FRt*SRqqt1FBt/SRqqt_purity":0.6128920316696167,"Purity/1FRt1SRqqt0FBt/SRqqt_purity":0.6111053824424744,"Purity/*FRt*SRqqt2FBt/event_proportion":0.010997953824698925,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.peak":12299,"Purity/2FRt1SRqqt2FBt/FRt_purity":0.5,"DeviceStatsMonitor.on_train_batch_start/allocation.all.current":10145,"Purity/0FRt0SRqqt*FBt/FBt_purity":0.9961596727371216,"Purity/1FRt0SRqqt2FBt/event_purity":0.7188596129417419,"Purity/2FRt2SRqqt*FBt/FRt_purity":0.048536378890275955,"Purity/1FRt1SRqqt*FBt/SRqqt_purity":0.6120722889900208,"Purity/0FRt1SRqqt0FBt/event_proportion":0.2083565890789032,"Purity/*FRt1SRqqt2FBt/SRqqt_purity":0.15000000596046448,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.current":1344843776,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.current":4,"Purity/1FRt*SRqqt*FBt/FBt_purity":0.9947173595428467,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peak":288666624,"Purity/*FRt*SRqqt0FBt/SRqqt_purity":0.6171905398368835,"Purity/0FRt*SRqqt1FBt/event_proportion":0.0436662957072258,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.current":25907200,"Purity/0FRt*SRqqt*FBt/event_purity":0.6179485321044922,"Purity/*FRt1SRqqt*FBt/SRqqt_purity":0.5889065265655518,"DeviceStatsMonitor.on_train_batch_start/max_split_size":-1,"Purity/*FRt*SRqqt1FBt/event_proportion":0.0617094486951828,"Purity/2FRt2SRqqt0FBt/event_purity":0,"Purity/1FRt0SRqqt1FBt/FBt_purity":1,"Purity/0FRt2SRqqt1FBt/SRqqt_purity":0.5227272510528564,"Purity/1FRt0SRqqt*FBt/FRt_purity":0.16842979192733765,"_runtime":41361,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocated":5900585332391936,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.allocated":5869603593488215,"Purity/1FRt0SRqqt0FBt/event_purity":0.155726820230484,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed":5900583961648128,"Purity/0FRt*SRqqt2FBt/SRqqt_purity":0.1785714328289032,"Purity/0FRt1SRqqt1FBt/event_proportion":0.011555989272892475,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed":5835710173260288,"Purity/0FRt1SRqqt2FBt/event_purity":0,"Purity/0FRt2SRqqt0FBt/SRqqt_purity":0.687227725982666,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocated":1498667143556608,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed":398722446,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.peak":12299,"Purity/1FRt1SRqqt2FBt/FRt_purity":0.7777777910232544,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.current":1370743808,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated":819,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed":81020360,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.peak":0,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.current":1344836608,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current":67902464,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.current":10139,"Purity/2FRt0SRqqt1FBt/event_proportion":0.0007672990905120969,"DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peak":0,"Purity/2FRt2SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.current":250,"jet/accuracy_3_of_4":0.09334957599639893,"Purity/*FRt2SRqqt0FBt/event_purity":0.21650761365890503,"Purity/1FRt*SRqqt1FBt/FBt_purity":0.9955331087112427,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak":24677881344,"Purity/*FRt*SRqqt2FBt/SRqqt_purity":0.15000000596046448,"Purity/1FRt2SRqqt2FBt/event_proportion":0,"jet/accuracy_3_of_5":1,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.allocated":5900727903443456,"Purity/*FRt2SRqqt1FBt/FRt_purity":0,"Purity/0FRt1SRqqt2FBt/FBt_purity":0.9107142686843872,"Purity/2FRt*SRqqt2FBt/FRt_purity":0.75,"Purity/1FRt*SRqqt*FBt/FRt_purity":0.17066140472888947,"particle/accuracy_2_of_5":1,"Purity/1FRt1SRqqt2FBt/SRqqt_purity":0.1111111119389534,"jet/accuracy_1_of_4":0.9752344489097595,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak":23114759168,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peak":1678694518,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.current":1370743808,"DeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated":398732585,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocated":25455230976,"Purity/2FRt*SRqqt1FBt/event_purity":0.21979168057441711,"Purity/1FRt2SRqqt0FBt/FRt_purity":0.07212284207344055,"Purity/1FRt0SRqqt*FBt/FBt_purity":0.9985994696617126,"loss/SRqqt1/assignment_loss":0.16002570387644002,"loss/total_loss":4.571690988395776,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.freed":5900726532692480,"loss/SRqqt1/detection_loss":0.42246578399097834,"Purity/1FRt*SRqqt1FBt/event_proportion":0.01643880270421505,"Purity/0FRt*SRqqt1FBt/event_purity":0.8584799766540527,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocated":398742320,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.current":254,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak":819,"DeviceStatsMonitor.on_train_batch_end/active.all.allocated":717292525,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.freed":0,"Purity/0FRt0SRqqt1FBt/event_proportion":0.0313895083963871,"Purity/2FRt*SRqqt0FBt/event_proportion":0.0382486991584301,"loss/FBt2/assignment_loss":0.0057821400944567765,"particle/accuracy_1_of_2":1,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.allocated":5835851192987136,"Purity/0FRt*SRqqt*FBt/FBt_purity":0.9899817705154419,"Purity/2FRt1SRqqt*FBt/FBt_purity":1,"Purity/1FRt1SRqqt0FBt/event_purity":0.016552813351154327,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.allocated":64876710456320,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.current":0,"Purity/1FRt2SRqqt1FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freed":5804795862393568,"Purity/2FRt0SRqqt*FBt/FRt_purity":0.21566595137119293,"Purity/*FRt*SRqqt2FBt/FRt_purity":0.7621794939041138,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.current":1369401834,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freed":398732167,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freed":1422764440649216,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.current":30715904,"Purity/*FRt0SRqqt1FBt/event_purity":0.8905774354934692,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak":22951749632,"Purity/2FRt0SRqqt1FBt/FBt_purity":1,"Purity/*FRt0SRqqt*FBt/FBt_purity":0.9966834783554077,"jet/accuracy_2_of_2":0.14492684602737427,"DeviceStatsMonitor.on_train_batch_start/segment.all.current":1984,"loss/FBt2/detection_loss":0.43642471567062396,"Purity/*FRt1SRqqt2FBt/FRt_purity":0.75,"loss/SRqqt2/detection_loss":0.47192429795783636,"loss/SRqqt2/assignment_loss":0.19226341448835985,"Purity/0FRt1SRqqt1FBt/event_purity":0.5396953225135803,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.peak":1474,"_timestamp":1.784237955574459e+09,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocated":64875133224448,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocated":64875133224448,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peak":1474,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current":1369401722,"jet/accuracy_1_of_1":0.27758172154426575,"jet/accuracy_5_of_5":0,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peak":1679572992,"Purity/*FRt0SRqqt*FBt/FRt_purity":0.17244942486286163,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated":5835710199167488,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.current":25907200,"Purity/2FRt1SRqqt1FBt/event_proportion":0.0008370535797439516,"Purity/1FRt1SRqqt0FBt/event_proportion":0.1467633992433548,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peak":25455230976,"Purity/0FRt*SRqqt0FBt/event_proportion":0.2322126179933548,"DeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freed":64873788387840,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peak":25455230976,"Purity/*FRt1SRqqt0FBt/event_purity":0.3306877315044403,"Purity/*FRt0SRqqt1FBt/FBt_purity":0.9994708299636841,"Purity/2FRt*SRqqt2FBt/SRqqt_purity":0,"Purity/0FRt*SRqqt*FBt/SRqqt_purity":0.5917428731918335,"Purity/*FRt1SRqqt*FBt/event_purity":0.33487972617149353,"Purity/2FRt0SRqqt*FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/active_bytes.all.allocated":5900585332391936,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.allocated":81018351,"Purity/2FRt0SRqqt*FBt/event_proportion":0.0208565853536129,"Purity/1FRt0SRqqt2FBt/event_proportion":0.0024879092816263437,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peak":1679572992,"Purity/*FRt2SRqqt*FBt/event_proportion":0.054222472012043,"Purity/1FRt1SRqqt1FBt/SRqqt_purity":0.6559291481971741,"Purity/*FRt0SRqqt1FBt/event_proportion":0.0418526791036129,"DeviceStatsMonitor.on_train_batch_start/num_device_free":0,"Purity/0FRt1SRqqt0FBt/SRqqt_purity":0.5708929896354675,"Purity/0FRt*SRqqt1FBt/FBt_purity":0.992404043674469,"DeviceStatsMonitor.on_train_batch_start/segment.all.freed":0,"Purity/2FRt1SRqqt*FBt/FRt_purity":0.18635419011116028,"particle/accuracy_3_of_3":1,"Purity/2FRt1SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peak":512,"DeviceStatsMonitor.on_train_batch_start/active.all.current":10145,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak":819,"DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams":2,"particle/accuracy_3_of_4":0.9928570985794067,"Purity/1FRt0SRqqt2FBt/FRt_purity":0.740789532661438,"Purity/*FRt1SRqqt1FBt/SRqqt_purity":0.6243332624435425,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.current":23737663488,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freed":0,"Purity/*FRt1SRqqt1FBt/event_proportion":0.0188569575548172,"DeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freed":145680367,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated":5835851192987136,"jet/accuracy_2_of_3":0.5220532417297363,"particle/accuracy_5_of_5":1,"Purity/*FRt2SRqqt0FBt/SRqqt_purity":0.7208051085472107,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.current":10153,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.current":1370750976,"jet/accuracy_1_of_5":1,"DeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed":5835710173260288,"Purity/2FRt*SRqqt*FBt/FBt_purity":1,"Purity/1FRt*SRqqt1FBt/SRqqt_purity":0.6459269523620605,"particle/accuracy_2_of_3":1,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.freed":145676885,"DeviceStatsMonitor.on_train_batch_start/segment.all.peak":1984,"Purity/*FRt2SRqqt1FBt/SRqqt_purity":0.4969135820865631,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freed":75865319468544,"Purity/1FRt1SRqqt*FBt/FBt_purity":0.9956349730491638,"Purity/1FRt*SRqqt*FBt/event_proportion":0.6297432780265808,"Purity/1FRt2SRqqt*FBt/event_proportion":0.02322823740541935,"loss/FRt2/detection_loss":0.4072618671720512,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current":43470848,"Purity/1FRt2SRqqt1FBt/event_proportion":0.00027901786961592734,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.freed":5869602224086381,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current":4,"Purity/1FRt1SRqqt*FBt/event_purity":0.028049185872077942,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.allocated":1498629828020224,"Purity/1FRt1SRqqt1FBt/event_proportion":0.0064639137126505375,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peak":12299,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.allocated":318550205,"Purity/0FRt1SRqqt*FBt/SRqqt_purity":0.5716740489006042,"Purity/2FRt1SRqqt1FBt/SRqqt_purity":0.7900000214576721,"Purity/0FRt2SRqqt*FBt/SRqqt_purity":0.6823214292526245,"Purity/0FRt2SRqqt0FBt/event_purity":0.4838350713253021,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.current":819,"Purity/1FRt1SRqqt1FBt/FBt_purity":0.997619092464447,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.current":6,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.freed":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.large_pool.peak":71,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.allocated":398732585,"Purity/2FRt0SRqqt0FBt/event_purity":0.015664588660001755,"particle/accuracy_1_of_1":1,"Purity/1FRt1SRqqt*FBt/FRt_purity":0.19253826141357422,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.current":246,"Purity/2FRt2SRqqt0FBt/SRqqt_purity":0.8102160692214966,"Purity/2FRt*SRqqt2FBt/event_purity":0.625,"Purity/2FRt*SRqqt*FBt/event_proportion":0.040062315762043,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocated":1422764471365120,"Purity/2FRt*SRqqt*FBt/FRt_purity":0.18203338980674744,"DeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated":819,"Purity/1FRt*SRqqt2FBt/FRt_purity":0.7461538314819336,"Purity/*FRt*SRqqt0FBt/event_purity":0.2290736883878708,"Purity/*FRt1SRqqt0FBt/event_proportion":0.3670479953289032,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freed":64873788387840,"Purity/2FRt*SRqqt1FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_end/active.all.current":10159,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak":848879616,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.allocated":25455230976,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.current":25907200,"Purity/0FRt1SRqqt1FBt/SRqqt_purity":0.6020023226737976,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.peak":1678694518,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.peak":1474,"lr-AdamW/pg2":8.390856458432621e-13,"Purity/2FRt1SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocated":75865356655104,"Purity/*FRt0SRqqt2FBt/event_proportion":0.0103004090487957,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated":0,"Purity/0FRt1SRqqt*FBt/event_proportion":0.2203543484210968,"particle/specificity":0.9037055969238281,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.current":6,"Purity/1FRt2SRqqt1FBt/SRqqt_purity":0.4545454680919647,"jet/accuracy_1_of_3":0.9087222218513489,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.current":6,"loss/val_total_loss":9.616144957818952,"epoch":49,"Purity/0FRt0SRqqt0FBt/event_purity":1,"Purity/1FRt1SRqqt2FBt/event_proportion":0.0002325148816453293,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.current":25907200,"Purity/1FRt2SRqqt*FBt/FBt_purity":0.8181818127632141,"Purity/1FRt0SRqqt0FBt/FRt_purity":0.155726820230484,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.current":25455230976,"Purity/*FRt0SRqqt0FBt/event_purity":0.1497107297182083,"DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.current":10153,"Purity/2FRt0SRqqt2FBt/FBt_purity":1,"Purity/1FRt2SRqqt*FBt/SRqqt_purity":0.7340676188468933,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed":0,"Purity/1FRt*SRqqt0FBt/FRt_purity":0.1580512374639511,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed":75867156348928,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.current":6,"DeviceStatsMonitor.on_train_batch_end/active_bytes.large_pool.peak":23114759168,"Purity/*FRt0SRqqt*FBt/event_proportion":0.5129278302192688,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated":1165,"Purity/*FRt1SRqqt1FBt/FRt_purity":0.4940343201160431,"Purity/0FRt*SRqqt0FBt/event_purity":0.5618640184402466,"Purity/0FRt2SRqqt*FBt/event_proportion":0.02457682229578495,"Purity/*FRt0SRqqt0FBt/event_proportion":0.4607747495174408,"Purity/1FRt*SRqqt0FBt/event_proportion":0.6105840802192688,"Purity/1FRt2SRqqt1FBt/FBt_purity":0.8181818127632141,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocated":5804795887821536,"Purity/1FRt1SRqqt1FBt/event_purity":0.2809128165245056,"Purity/*FRt0SRqqt2FBt/FBt_purity":0.9901729822158813,"Purity/1FRt2SRqqt*FBt/FRt_purity":0.07121249288320541,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak":577298432,"Purity/1FRt*SRqqt*FBt/event_purity":0.127765491604805,"particle/accuracy_1_of_4":1,"Purity/*FRt*SRqqt1FBt/FRt_purity":0.5455617308616638,"DeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated":0,"Purity/2FRt1SRqqt0FBt/event_purity":0,"Purity/0FRt*SRqqt2FBt/FBt_purity":0.9839016199111938,"Purity/2FRt*SRqqt*FBt/SRqqt_purity":0.7116925120353699,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated":75867199819776,"Purity/*FRt2SRqqt*FBt/SRqqt_purity":0.7165884971618652,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freed":5900583961648128,"Purity/2FRt1SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/num_ooms":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed":0,"Purity/1FRt*SRqqt2FBt/event_proportion":0.0027204242069274187,"Purity/1FRt0SRqqt0FBt/event_proportion":0.4408714771270752,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.current":23737663488,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak":24518171231,"Purity/*FRt1SRqqt0FBt/FRt_purity":0.17791636288166046,"Purity/*FRt2SRqqt*FBt/FRt_purity":0.06256841123104095,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peak":23737663488,"Purity/0FRt0SRqqt0FBt/event_proportion":0.0462472103536129,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.peak":512,"DeviceStatsMonitor.on_train_batch_end/segment.all.allocated":1984,"Purity/1FRt*SRqqt1FBt/FRt_purity":0.5423761606216431,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed":64875365612544,"Purity/*FRt2SRqqt1FBt/FBt_purity":0.8703703880310059,"loss/FRt2/assignment_loss":0.9313620482464783,"particle/accuracy_2_of_2":1,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak":848879616,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated":1165,"Purity/*FRt*SRqqt0FBt/FRt_purity":0.1585419774055481,"DeviceStatsMonitor.on_train_batch_end/num_device_alloc":1984,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.peak":12299,"Purity/*FRt2SRqqt1FBt/event_purity":0,"Purity/*FRt1SRqqt2FBt/event_proportion":0.0006975446594879031,"Purity/1FRt*SRqqt1FBt/event_purity":0.4549931585788727,"particle/accuracy_4_of_5":1,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.allocated":5900727903443456,"Purity/2FRt0SRqqt2FBt/event_proportion":0.00018601190822664648,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated":5869461748421671,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freed":1498629760117760,"DeviceStatsMonitor.on_train_batch_end/segment.all.peak":1984,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.freed":398732167,"Purity/2FRt2SRqqt*FBt/SRqqt_purity":0.8102160692214966,"DeviceStatsMonitor.on_train_batch_end/active.large_pool.freed":318550199,"Purity/2FRt0SRqqt1FBt/event_purity":0.465277761220932,"DeviceStatsMonitor.on_train_batch_start/active.all.peak":12374,"DeviceStatsMonitor.on_train_batch_start/allocation.small_pool.freed":398722446,"trainer/global_step":40049,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.current":25427968,"Purity/*FRt2SRqqt0FBt/event_proportion":0.05322265625,"DeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocated":64807705666679,"Purity/1FRt*SRqqt0FBt/SRqqt_purity":0.6398836970329285,"Purity/*FRt1SRqqt1FBt/event_purity":0.42968982458114624,"Purity/1FRt2SRqqt0FBt/event_proportion":0.02294921875,"DeviceStatsMonitor.on_train_batch_start/allocation.large_pool.peak":1474,"jet/accuracy_1_of_2":0.7482014894485474,"Purity/*FRt*SRqqt*FBt/event_proportion":0.9537528157234192,"Purity/1FRt1SRqqt2FBt/FBt_purity":0.9444444179534912,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.small_pool.allocated":64806130125815,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peak":1717567488,"Purity/0FRt0SRqqt1FBt/event_purity":0.9993386268615723,"Purity/1FRt1SRqqt*FBt/event_proportion":0.1534598171710968,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.current":1717567488,"Purity/2FRt*SRqqt0FBt/SRqqt_purity":0.7088879346847534,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.allocated":226695482,"Purity/1FRt0SRqqt*FBt/event_purity":0.16806434094905853,"Purity/2FRt2SRqqt0FBt/FRt_purity":0.048536378890275955,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.current":0,"DeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freed":5804655592867888,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed":0,"particle/accuracy_3_of_5":1,"jet/accuracy_2_of_5":1,"validation_average_jet_accuracy":0.32845014333724976,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.current":250,"Purity/0FRt0SRqqt*FBt/event_purity":0.995320737361908,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocated":1422799943736832,"Purity/*FRt*SRqqt*FBt/SRqqt_purity":0.6165602803230286,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed":0,"Purity/*FRt*SRqqt0FBt/event_proportion":0.881045401096344,"_step":3253,"Purity/*FRt2SRqqt*FBt/FBt_purity":0.8703703880310059,"loss/FBt1/assignment_loss":8.21169819501478e-06,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freed":1498667069369856,"Purity/0FRt2SRqqt0FBt/event_proportion":0.02385602705180645,"DeviceStatsMonitor.on_train_batch_end/active.small_pool.allocated":398742320,"particle/f_score":0.6268512010574341,"DeviceStatsMonitor.on_train_batch_start/inactive_split.all.peak":574,"Purity/2FRt*SRqqt2FBt/FBt_purity":1,"DeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed":0,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.current":25455230976,"Purity/2FRt1SRqqt1FBt/event_purity":0,"Purity/1FRt0SRqqt1FBt/FRt_purity":0.596817135810852,"Purity/1FRt2SRqqt0FBt/event_purity":0,"Purity/*FRt2SRqqt1FBt/event_proportion":0.0009998140158131719,"Purity/0FRt0SRqqt2FBt/FBt_purity":0.9895502924919128,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.current":30715904,"DeviceStatsMonitor.on_train_batch_end/segment.all.freed":0,"DeviceStatsMonitor.on_train_batch_start/oversize_allocations.allocated":0,"DeviceStatsMonitor.on_train_batch_end/segment.all.current":1984,"Purity/2FRt1SRqqt*FBt/event_proportion":0.0127883180975914,"DeviceStatsMonitor.on_train_batch_end/num_oom_rejections":0,"DeviceStatsMonitor.on_train_batch_start/active.all.freed":717264989,"Purity/2FRt1SRqqt0FBt/SRqqt_purity":0.6110717058181763,"Purity/2FRt1SRqqt1FBt/FRt_purity":0.45500001311302185,"particle/accuracy_1_of_5":1,"DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.freed":318550199,"DeviceStatsMonitor.on_train_batch_end/active_bytes.all.peak":24677881344,"Purity/*FRt*SRqqt*FBt/event_purity":0.2691832184791565,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current":74186752,"DeviceStatsMonitor.on_train_batch_end/num_alloc_retries":0,"DeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freed":1422799913020928,"Purity/*FRt*SRqqt2FBt/FBt_purity":0.9847171306610107,"Purity/2FRt1SRqqt2FBt/SRqqt_purity":0,"Purity/0FRt0SRqqt2FBt/event_purity":0.9791005253791809,"Purity/*FRt0SRqqt1FBt/FRt_purity":0.6062337160110474,"DeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated":64876710456320,"DeviceStatsMonitor.on_train_batch_start/allocation.all.freed":717264989,"DeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated":318542549,"Purity/*FRt1SRqqt*FBt/event_proportion":0.3866024911403656,"Purity/*FRt1SRqqt2FBt/FBt_purity":0.925000011920929,"loss/FRt1/detection_loss":1.0485177633092837,"DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peak":574,"Purity/2FRt*SRqqt1FBt/event_proportion":0.0016043527284637094,"Purity/0FRt*SRqqt0FBt/SRqqt_purity":0.5924400091171265,"jet/accuracy_4_of_4":0.01666666567325592,"Purity/2FRt0SRqqt1FBt/FRt_purity":0.7048611640930176,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak":24677881344,"jet/accuracy_3_of_3":0.06890527158975601,"particle/accuracy_1_of_3":1,"DeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peak":288666624,"particle/sensitivity":0.6173025369644165,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.current":1344843776,"DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak":1165,"loss/FBt1/detection_loss":0.3422607564326561,"Purity/*FRt*SRqqt1FBt/event_purity":0.7341317534446716,"DeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocated":1717567488,"DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed":0,"Purity/1FRt*SRqqt2FBt/SRqqt_purity":0.1111111119389534,"loss/FRt1/assignment_loss":0.15339428545841619,"DeviceStatsMonitor.on_train_batch_end/active_bytes.small_pool.freed":64875365612544,"Purity/2FRt*SRqqt0FBt/FRt_purity":0.16264718770980835,"DeviceStatsMonitor.on_train_batch_start/allocation.all.peak":12374,"DeviceStatsMonitor.on_train_batch_end/active.all.peak":12374,"Purity/2FRt2SRqqt*FBt/event_purity":0,"DeviceStatsMonitor.on_train_batch_start/oversize_segments.peak":0,"DeviceStatsMonitor.on_train_batch_start/inactive_split.small_pool.allocated":145677131,"particle/accuracy_2_of_4":1,"DeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated":81020364,"DeviceStatsMonitor.on_train_batch_end/max_split_size":-1,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak":1165,"Purity/1FRt0SRqqt1FBt/event_purity":0.582701563835144,"Purity/1FRt1SRqqt0FBt/FRt_purity":0.17864017188549042,"DeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak":23114759168,"Purity/*FRt2SRqqt2FBt/event_proportion":0,"DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current":1165}