HH MA brain.Event:2R. ,tensorboard.summary.writer.event_file_writer2>`/# l/MA*  hp_metric̙15 [/MA* _hparams_/experimentJ hparams  " hidden_dim " transformer_dim " transformer_dim_scale " initial_embedding_dim " position_embedding_dim " num_embedding_layers " num_encoder_layers " num_branch_embedding_layers " num_branch_encoder_layers " num_jet_embedding_layers " num_jet_encoder_layers " num_detector_layers " num_regression_layers " num_classification_layers " split_symmetric_attention " num_attention_heads " transformer_activation " skip_connections "& "initial_embedding_skip_connections " linear_block_type " transformer_type " linear_activation " normalization " masking " linear_prelu_activation " use_pairwise_interactions " num_pairwise_features " pairwise_embedding_dim " pairwise_input_source " use_moe " num_experts " num_experts_per_tok " moe_loss_scale " event_info_file " training_file " validation_file " testing_file " normalize_features " limit_to_num_jets " balance_particles " balance_jets " balance_classifications " partial_events " dataset_limit " dataset_randomization " train_validation_split " limit_val_batches " batch_size " num_dataloader_workers " mask_sequence_vectors " combine_pair_loss " optimizer " learning_rate " focal_gamma " combinatorial_scale " learning_rate_warmup_epochs " learning_rate_cycles " assignment_loss_scale " detection_loss_scale " kl_loss_scale " regression_loss_scale " classification_loss_scale " use_mass_classification " balance_losses " l2_penalty " gradient_clip " dropout " epochs " num_gpu " verbose_output " usable_gpus " trial_time " trial_output_dir *  hp_metric`1 : /MA*  _hparams_/session_start_infoJ  hparams  transformer_typeGated / "initial_embedding_skip_connections ?  optimizerAdamW  linear_block_typeGRU  normalize_features ? % num_jet_embedding_layers   num_experts  @  moe_loss_scale {Gz? & use_pairwise_interactions  # position_embedding_dim `@ " assignment_loss_scale ?  batch_size @  use_moe   verbose_output  J event_info_file75/data/spatop/event_files/v11/tt_hadronic_v7_full.yaml  limit_to_num_jets  ! learning_rate_cycles ?  usable_gpus  combine_pair_lossmin  l2_penalty -C6*?  trial_time " initial_embedding_dim `@ " regression_loss_scale  combinatorial_scale   testing_file  num_encoder_layers @  epochs Y@ # trial_output_dir ./test_output  skip_connections ?  limit_val_batches ?  balance_particles ? # num_jet_encoder_layers @ & num_classification_layers @  balance_losses ?  hidden_dim `@  gradient_clip $@  focal_gamma  ! num_embedding_layers $@  pairwise_input_source  balance_jets  transformer_activationgelu $ balance_classifications  & num_branch_encoder_layers @  dataset_limit ? ! detection_loss_scale ? " dataset_randomization  # pairwise_embedding_dim  @ & split_symmetric_attention ?  transformer_dim `@ $ use_mass_classification   linear_activationgelu " num_regression_layers @ num_detector_layers @ num_experts_per_tok @  masking Filling  learning_rate ~LU6? num_attention_heads  @  normalization  LayerNorm ( num_branch_embedding_layers @ # train_validation_split ffffff?  partial_events ? & classification_loss_scale  " transformer_dim_scale @  num_gpu ? " mask_sequence_vectors ? # num_dataloader_workers  @ $ linear_prelu_activation ? ( learning_rate_warmup_epochs ?  dropout 6`? 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=`I k͓A#*/ - &Purity/*FRt*SRqqt1FBt/event_proportionf=p^L:7Y r |͓A#*) ' Purity/*FRt*SRqqt1FBt/FRt_purity5%?:397 z͓A#*+ ) "Purity/*FRt*SRqqt1FBt/SRqqt_purity]>ʣ7Y Ä͓A#*) ' Purity/*FRt*SRqqt1FBt/FBt_purityj|?&pT97 ͓A#*+ ) "Purity/*FRt*SRqqt2FBt/event_purityr1,? =`I U͓A#*/ - &Purity/*FRt*SRqqt2FBt/event_proportion33<'7Y ZƑ͓A#*) ' Purity/*FRt*SRqqt2FBt/FRt_purity?AyJ7Y `3͓A#*) ' Purity/*FRt*SRqqt2FBt/FBt_purity ^? 97 ͓A#*+ ) "Purity/*FRt0SRqqt*FBt/event_purity>h߉=`I ͓A#*/ - &Purity/*FRt0SRqqt*FBt/event_proportionv>K~7Y dv͓A#*) ' Purity/*FRt0SRqqt*FBt/FRt_purity¥=7Y P͓A#*) ' Purity/*FRt0SRqqt*FBt/FBt_purityp?/m97 -͓A#*+ ) "Purity/*FRt0SRqqt0FBt/event_purityJ==`I е͓A#*/ - &Purity/*FRt0SRqqt0FBt/event_proportionf%>9Y7Y w͓A#*) ' Purity/*FRt0SRqqt0FBt/FRt_purityK=k|397 q͓A#*+ ) "Purity/*FRt0SRqqt1FBt/event_purity{r?}=`I ͓A#*/ - &Purity/*FRt0SRqqt1FBt/event_proportion33}=pZg7Y <͓A#*) ' Purity/*FRt0SRqqt1FBt/FRt_purityQ!?s7Y ͓A#*) ' Purity/*FRt0SRqqt1FBt/FBt_purityx{?U 97 b)͓A#*+ ) "Purity/*FRt0SRqqt2FBt/event_purityw8?e/=`I ͓A#*/ - &Purity/*FRt0SRqqt2FBt/event_proportionffbm=`I ͓A#*/ - &Purity/*FRt1SRqqt*FBt/event_proportionf?Ɋ7Y W͓A#*) ' Purity/*FRt1SRqqt*FBt/FRt_purityaB>RU97 ͓A#*+ ) "Purity/*FRt1SRqqt*FBt/SRqqt_purity#n>"ο7Y ͓A#*) ' Purity/*FRt1SRqqt*FBt/FBt_purity|?PT97 ͓A#*+ ) "Purity/*FRt1SRqqt0FBt/event_purityVaY>w=`I ͓A#*/ - &Purity/*FRt1SRqqt0FBt/event_proportion?f7Y ض͓A#*) ' Purity/*FRt1SRqqt0FBt/FRt_purity>r<997 ͓A#*+ ) "Purity/*FRt1SRqqt0FBt/SRqqt_purityd>z97 m͓A#*+ ) "Purity/*FRt1SRqqt1FBt/event_purity">l=`I ͓A#*/ - &Purity/*FRt1SRqqt1FBt/event_proportionQU7Y s&͓A#*) ' Purity/*FRt1SRqqt1FBt/FBt_purity4~?T=`I γ,͓A#*/ - &Purity/*FRt1SRqqt2FBt/event_proportion:\97 5͓A#*+ ) "Purity/*FRt2SRqqt*FBt/event_purityhƲ=6=`I Y9͓A#*/ - &Purity/*FRt2SRqqt*FBt/event_proportion =J27Y XP>͓A#*) ' Purity/*FRt2SRqqt*FBt/FRt_purity=4697 B͓A#*+ ) "Purity/*FRt2SRqqt*FBt/SRqqt_purity>87Y 4I͓A#*) ' Purity/*FRt2SRqqt*FBt/FBt_purityb'v?@OZ597 +M͓A#*+ ) "Purity/*FRt2SRqqt0FBt/event_purity=NKZ=`I + R͓A#*/ - &Purity/*FRt2SRqqt0FBt/event_proportion٢=x7Y <97 :^͓A#*+ ) "Purity/*FRt2SRqqt1FBt/event_purityO=`I 2b͓A#*/ - &Purity/*FRt2SRqqt1FBt/event_proportion:2@97 g͓A#*+ ) "Purity/*FRt2SRqqt1FBt/SRqqt_purity>H`7Y `k͓A#*) ' Purity/*FRt2SRqqt1FBt/FBt_purityb'v?~@=`I ,o͓A#*/ - &Purity/*FRt2SRqqt2FBt/event_proportion7H297 ls͓A#*+ ) "Purity/0FRt*SRqqt*FBt/event_purity4ؑ>Ĉ==`I `5x͓A#*/ - &Purity/0FRt*SRqqt*FBt/event_proportion7? 97 fO͓A#*+ ) "Purity/0FRt*SRqqt*FBt/SRqqt_purityy>v7Y -͓A#*) ' Purity/0FRt*SRqqt*FBt/FBt_purityt?E97 ?͓A#*+ ) "Purity/0FRt*SRqqt0FBt/event_purityQ>-%=`I tӝ͓A#*/ - &Purity/0FRt*SRqqt0FBt/event_proportion3#?97 0͓A#*+ ) "Purity/0FRt*SRqqt0FBt/SRqqt_purityr>h97 <͓A#*+ ) "Purity/0FRt*SRqqt1FBt/event_purityPI?w~=`I ͓A#*/ - &Purity/0FRt*SRqqt1FBt/event_proportion =B_p97 H͓A#*+ ) "Purity/0FRt*SRqqt1FBt/SRqqt_purity/>87Y `͓A#*) ' Purity/0FRt*SRqqt1FBt/FBt_purity \|?+97 c͓A#*+ ) "Purity/0FRt*SRqqt2FBt/event_purityv%4?߂=`I z͓A#*/ - &Purity/0FRt*SRqqt2FBt/event_proportion<7Y s͓A#*) ' Purity/0FRt*SRqqt2FBt/FBt_purity`?97 ͓A#*+ ) "Purity/0FRt0SRqqt*FBt/event_purityn?; =`I i͓A#*/ - &Purity/0FRt0SRqqt*FBt/event_proportionf&= 7Y ͓A#*) ' Purity/0FRt0SRqqt*FBt/FBt_purityq?dr97 t͓A#*+ ) "Purity/0FRt0SRqqt0FBt/event_purity?3=`I ͓A#*/ - &Purity/0FRt0SRqqt0FBt/event_proportion=497 ?͓A#*+ ) "Purity/0FRt0SRqqt1FBt/event_purityV{? =`I =͓A#*/ - &Purity/0FRt0SRqqt1FBt/event_proportionLh=t7Y ͓A#*) ' Purity/0FRt0SRqqt1FBt/FBt_purityV{?isb97 ͓A#*+ ) "Purity/0FRt0SRqqt2FBt/event_purityA?#4>J=`I d͓A#*/ - &Purity/0FRt0SRqqt2FBt/event_proportionx< i57Y r>͓A#*) ' Purity/0FRt0SRqqt2FBt/FBt_puritym`?n97 ͓A#*+ ) "Purity/0FRt1SRqqt*FBt/event_purity?j> p =`I K+͓A#*/ - &Purity/0FRt1SRqqt*FBt/event_proportionf?MZ97 a0͓A#*+ ) "Purity/0FRt1SRqqt*FBt/SRqqt_purityZk>7Y 4͓A#*) ' Purity/0FRt1SRqqt*FBt/FBt_purity"|?:97 6F=͓A#*+ ) "Purity/0FRt1SRqqt0FBt/event_purity a><=`I XC͓A#*/ - &Purity/0FRt1SRqqt0FBt/event_proportion ?Aߊ97 O͓A#*+ ) "Purity/0FRt1SRqqt0FBt/SRqqt_purity a>~97 IS͓A#*+ ) "Purity/0FRt1SRqqt1FBt/event_purity.>f=`I jW͓A#*/ - &Purity/0FRt1SRqqt1FBt/event_proportion33ˌ7Y _͓A#*) ' Purity/0FRt1SRqqt1FBt/FBt_purity}? q=`I c͓A#*/ - &Purity/0FRt1SRqqt2FBt/event_proportionff:m97 : h͓A#*+ ) "Purity/0FRt2SRqqt*FBt/event_purity=K+A=`I >l͓A#*/ - &Purity/0FRt2SRqqt*FBt/event_proportion3=+#97 6op͓A#*+ ) "Purity/0FRt2SRqqt*FBt/SRqqt_purity>, 7Y Zt͓A#*) ' Purity/0FRt2SRqqt*FBt/FBt_purityb'v? C,97 .x͓A#*+ ) "Purity/0FRt2SRqqt0FBt/event_purity(==`I }͓A#*/ - &Purity/0FRt2SRqqt0FBt/event_proportion͌=F/x97 \1͓A#*+ ) "Purity/0FRt2SRqqt0FBt/SRqqt_purityΨ>897 `~͓A#*+ ) "Purity/0FRt2SRqqt1FBt/event_purity =`I ͓A#*/ - &Purity/0FRt2SRqqt1FBt/event_proportionff:g%97 @͓A#*+ ) "Purity/0FRt2SRqqt1FBt/SRqqt_purityB>ێ7Y to͓A#*) ' Purity/0FRt2SRqqt1FBt/FBt_purityb'v?Cf=`I ʟ͓A#*/ - &Purity/0FRt2SRqqt2FBt/event_proportion7eK97 ͓A#*+ ) "Purity/1FRt*SRqqt*FBt/event_purity ='=`I *͓A#*/ - &Purity/1FRt*SRqqt*FBt/event_proportionJ>Kc7Y ͓A#*) ' Purity/1FRt*SRqqt*FBt/FRt_purity5B=m497 ԰͓A#*+ ) "Purity/1FRt*SRqqt*FBt/SRqqt_purity>`R7Y ͓A#*) ' Purity/1FRt*SRqqt*FBt/FBt_purityo?.~197 _͓A#*+ ) "Purity/1FRt*SRqqt0FBt/event_purityb]>=,=`I ͓A#*/ - &Purity/1FRt*SRqqt0FBt/event_proportion@>sI'7Y ;͓A#*) ' Purity/1FRt*SRqqt0FBt/FRt_purityZPv=v-97 Wf͓A#*+ ) "Purity/1FRt*SRqqt0FBt/SRqqt_purityrϔ>IZox97 }͓A#*+ ) "Purity/1FRt*SRqqt1FBt/event_purity@>b;=`I ͓A#*/ - &Purity/1FRt*SRqqt1FBt/event_proportion<ܼA7Y I͓A#*) ' Purity/1FRt*SRqqt1FBt/FRt_purityu%?PhK97 q͓A#*+ ) "Purity/1FRt*SRqqt1FBt/SRqqt_purity ?X7Y 8͓A#*) ' Purity/1FRt*SRqqt1FBt/FBt_purityVm}?",#97 /&͓A#*+ ) "Purity/1FRt*SRqqt2FBt/event_purity>/<=`I ͓A#*/ - &Purity/1FRt*SRqqt2FBt/event_proportion33: :7Y #͓A#*) ' Purity/1FRt*SRqqt2FBt/FRt_purity w?#W7Y ϖ͓A#*) ' Purity/1FRt*SRqqt2FBt/FBt_purityڶM?i97 b͓A#*+ ) "Purity/1FRt0SRqqt*FBt/event_purityk=;=`I R͓A#*/ - &Purity/1FRt0SRqqt*FBt/event_proportion33+>{7Y ?͓A#*) ' Purity/1FRt0SRqqt*FBt/FRt_purity=$7Y ߪ͓A#*) ' Purity/1FRt0SRqqt*FBt/FBt_purityUi?V\ 97 ͓A#*+ ) "Purity/1FRt0SRqqt0FBt/event_puritysK=^^0=`I y͓A#*/ - &Purity/1FRt0SRqqt0FBt/event_proportionY$>B^ü7Y ͓A#*) ' Purity/1FRt0SRqqt0FBt/FRt_puritysK=8}97 #͓A#*+ ) "Purity/1FRt0SRqqt1FBt/event_purity1?SZ=`I a`+͓A#*/ - &Purity/1FRt0SRqqt1FBt/event_proportion33;dҔA7Y 4͓A#*) ' Purity/1FRt0SRqqt1FBt/FRt_puritym!?lC7Y 9͓A#*) ' Purity/1FRt0SRqqt1FBt/FBt_purity{{?y97 "?͓A#*+ ) "Purity/1FRt0SRqqt2FBt/event_purityVU>|:=`I C͓A#*/ - &Purity/1FRt0SRqqt2FBt/event_proportion:ı7Y JH͓A#*) ' Purity/1FRt0SRqqt2FBt/FRt_purity w?NG7Y L͓A#*) ' Purity/1FRt0SRqqt2FBt/FBt_purity:M?0Z^97 Q͓A#*+ ) "Purity/1FRt1SRqqt*FBt/event_purityޠ=db?=`I 0V͓A#*/ - &Purity/1FRt1SRqqt*FBt/event_proportionff<&q7Y /`͓A#*) ' Purity/1FRt1SRqqt*FBt/FRt_purityD>0&D997 -h͓A#*+ ) "Purity/1FRt1SRqqt*FBt/SRqqt_purityw>7Y Cm͓A#*) ' Purity/1FRt1SRqqt*FBt/FBt_purity?o97 Kq͓A#*+ ) "Purity/1FRt1SRqqt0FBt/event_purityQ=DI=`I u͓A#*/ - 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"Purity/1FRt*SRqqt2FBt/event_purity>`O=`I ՓA)*/ - &Purity/1FRt*SRqqt2FBt/event_proportion33:i7Y KίՓA)*) ' Purity/1FRt*SRqqt2FBt/FRt_purityX3?f&7Y 9ՓA)*) ' Purity/1FRt*SRqqt2FBt/FBt_purityM?j97 7UՓA)*+ ) "Purity/1FRt0SRqqt*FBt/event_purityga==`I uՓA)*/ - &Purity/1FRt0SRqqt*FBt/event_proportion33+>{:7Y ՓA)*) ' Purity/1FRt0SRqqt*FBt/FRt_purityFbp=&d7Y ;ՓA)*) ' Purity/1FRt0SRqqt*FBt/FBt_purity[k?t 97 {ՓA)*+ ) "Purity/1FRt0SRqqt0FBt/event_purity^'=.P=`I *ՓA)*/ - &Purity/1FRt0SRqqt0FBt/event_proportionY$>TA57Y \ՓA)*) ' Purity/1FRt0SRqqt0FBt/FRt_purity^'=>s97 W ՓA)*+ ) "Purity/1FRt0SRqqt1FBt/event_purity^>o\,=`I QՓA)*/ - &Purity/1FRt0SRqqt1FBt/event_proportion33;$67Y ٗՓA)*) ' Purity/1FRt0SRqqt1FBt/FRt_puritys>S7Y >ՓA)*) ' Purity/1FRt0SRqqt1FBt/FBt_purity~?ȏ97 &ՓA)*+ ) "Purity/1FRt0SRqqt2FBt/event_purity5>qf=`I jՓA)*/ - &Purity/1FRt0SRqqt2FBt/event_proportion:w"7Y ' ՓA)*) ' Purity/1FRt0SRqqt2FBt/FRt_purity#6?7Y s;ՓA)*) ' Purity/1FRt0SRqqt2FBt/FBt_puritySN?IګZ97 ՓA)*+ ) 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= 6DeviceStatsMonitor.on_train_batch_end/segment.all.peakfD[Ye *UܓA/*K I BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated'DłW溔 EYܓA/*I G @DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current'DӠcU ]ܓA/*G E >DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed AT_QE 0aܓA/*F D =DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak'D۹DYe eܓA/*K I BDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated}Cm[IVW溔 iܓA/*I G @DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current}C҈U mܓA/*G E >DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freedT_QE rܓA/*F D =DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak}C.0_ vܓA/*" loss/FRt1/assignment_lossB:f0_ {ܓA/*" loss/FRt2/assignment_loss :a2$V @JܓA/*$ " loss/SRqqt1/assignment_loss8#/2$V .hܓA/*$ " loss/SRqqt2/assignment_loss?a9o80_ +ܓA/*" loss/FBt1/assignment_lossl9OR0_ ԏܓA/*" loss/FBt2/assignment_lossn9F/m]P ܓA/*!  loss/FRt1/detection_losssý:ҧ/m]P +ܓA/*!  loss/FRt2/detection_loss?:O1 hܓA/*# ! loss/SRqqt1/detection_loss.%8+R^1 XܓA/*# ! loss/SRqqt2/detection_loss9_/m]P IܓA/*!  loss/FBt1/detection_lossl9/m]P NܓA/*!  loss/FBt2/detection_lossy:q&sO ܓA/*  loss/total_loss5;٥[ ܓA/* epoch@Ȩ* -k"ܓA/*  loss/val_total_lossG<q97 lk"ܓA/*+ ) "Purity/*FRt*SRqqt*FBt/event_purity*pN>S$z#=`I k"ܓA/*/ - &Purity/*FRt*SRqqt*FBt/event_proportion@j?+t7Y k"ܓA/*) ' Purity/*FRt*SRqqt*FBt/FRt_purityn>=v#97 )k"ܓA/*+ ) "Purity/*FRt*SRqqt*FBt/SRqqt_purityH>h7Y Ik"ܓA/*) ' Purity/*FRt*SRqqt*FBt/FBt_puritykw?.=97 jk"ܓA/*+ ) "Purity/*FRt*SRqqt0FBt/event_purity@> r=`I k"ܓA/*/ - &Purity/*FRt*SRqqt0FBt/event_proportionM?igz7Y k"ܓA/*) ' Purity/*FRt*SRqqt0FBt/FRt_purity8=$97 k"ܓA/*+ ) "Purity/*FRt*SRqqt0FBt/SRqqt_purityjB>V97 k"ܓA/*+ ) "Purity/*FRt*SRqqt1FBt/event_purity0!2?Q=`I k"ܓA/*/ - &Purity/*FRt*SRqqt1FBt/event_proportionf=jfm7Y Av"ܓA/*) ' Purity/*FRt*SRqqt1FBt/FRt_purity8>¸p97 0{"ܓA/*+ ) "Purity/*FRt*SRqqt1FBt/SRqqt_purity& > 2H7Y 5"ܓA/*) ' Purity/*FRt*SRqqt1FBt/FBt_purity%}?My97 "ܓA/*+ ) "Purity/*FRt*SRqqt2FBt/event_purityC?"U=`I "ܓA/*/ - &Purity/*FRt*SRqqt2FBt/event_proportion33a=`I "ܓA/*/ - &Purity/*FRt0SRqqt*FBt/event_proportionv>}7Y "ܓA/*) ' Purity/*FRt0SRqqt*FBt/FRt_purity"=ۣp7Y `"ܓA/*) ' Purity/*FRt0SRqqt*FBt/FBt_purityu?97 "ܓA/*+ ) "Purity/*FRt0SRqqt0FBt/event_purity=<"I=`I "ܓA/*/ - &Purity/*FRt0SRqqt0FBt/event_proportionf%>>p7Y ö"ܓA/*) ' Purity/*FRt0SRqqt0FBt/FRt_purity߃= 97 Z"ܓA/*+ ) "Purity/*FRt0SRqqt1FBt/event_purity n?==`I "ܓA/*/ - &Purity/*FRt0SRqqt1FBt/event_proportion33}=&bX7Y v."ܓA/*) ' Purity/*FRt0SRqqt1FBt/FRt_purity2>ɤg7Y v"ܓA/*) ' Purity/*FRt0SRqqt1FBt/FBt_purityvM|?97 ߏ"ܓA/*+ ) "Purity/*FRt0SRqqt2FBt/event_purity} P?~D,=`I h"ܓA/*/ - &Purity/*FRt0SRqqt2FBt/event_proportionff<7rb7Y j"ܓA/*) ' Purity/*FRt0SRqqt2FBt/FRt_puritydA?w7Y "ܓA/*) ' Purity/*FRt0SRqqt2FBt/FBt_purityj?`g197 "ܓA/*+ ) "Purity/*FRt1SRqqt*FBt/event_purity!+>k=`I ]"ܓA/*/ - &Purity/*FRt1SRqqt*FBt/event_proportionf?FT7Y "ܓA/*) ' Purity/*FRt1SRqqt*FBt/FRt_purity8><97 6"ܓA/*+ ) "Purity/*FRt1SRqqt*FBt/SRqqt_purity7> N{7Y Sf"ܓA/*) ' Purity/*FRt1SRqqt*FBt/FBt_purity-|?)Gu97 "ܓA/*+ ) "Purity/*FRt1SRqqt0FBt/event_purity ~'>(G=`I "ܓA/*/ - &Purity/*FRt1SRqqt0FBt/event_proportion?bۡ97Y <"ܓA/*) ' Purity/*FRt1SRqqt0FBt/FRt_purityq>O97 B#ܓA/*+ ) "Purity/*FRt1SRqqt0FBt/SRqqt_purityٟ/>|97 9m#ܓA/*+ ) "Purity/*FRt1SRqqt1FBt/event_purityt>~"=`I  #ܓA/*/ - &Purity/*FRt1SRqqt1FBt/event_proportion<#>U7Y #ܓA/*) ' Purity/*FRt1SRqqt1FBt/FRt_purityX> Q<97 #ܓA/*+ ) "Purity/*FRt1SRqqt1FBt/SRqqt_purity>^ T7Y H#ܓA/*) ' Purity/*FRt1SRqqt1FBt/FBt_purity~?gX=`I y!#ܓA/*/ - &Purity/*FRt1SRqqt2FBt/event_proportion:Y_97 %#ܓA/*+ ) "Purity/*FRt2SRqqt*FBt/event_purity{_o<ݱ=`I u+#ܓA/*/ - &Purity/*FRt2SRqqt*FBt/event_proportion =| 7Y 0#ܓA/*) ' Purity/*FRt2SRqqt*FBt/FRt_purityY>*97 F4#ܓA/*+ ) "Purity/*FRt2SRqqt*FBt/SRqqt_purity>αw7Y ҅8#ܓA/*) ' Purity/*FRt2SRqqt*FBt/FBt_purityى}?tn97 <#ܓA/*+ ) "Purity/*FRt2SRqqt0FBt/event_purityr<'=`I A#ܓA/*/ - &Purity/*FRt2SRqqt0FBt/event_proportion٢=]cc7Y ME#ܓA/*) ' Purity/*FRt2SRqqt0FBt/FRt_purity(>hC<97 I#ܓA/*+ ) "Purity/*FRt2SRqqt0FBt/SRqqt_purity>M@"97 M#ܓA/*+ ) "Purity/*FRt2SRqqt1FBt/event_purityU=`I R#ܓA/*/ - &Purity/*FRt2SRqqt1FBt/event_proportion:PR97 SbV#ܓA/*+ ) "Purity/*FRt2SRqqt1FBt/SRqqt_purity|>*7Y Xk[#ܓA/*) ' Purity/*FRt2SRqqt1FBt/FBt_purity? 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A97 ӦܓA5*+ ) "Purity/*FRt0SRqqt2FBt/event_purityD?F=`I ܓA5*/ - &Purity/*FRt0SRqqt2FBt/event_proportionff<,R7Y ܓA5*) ' Purity/*FRt0SRqqt2FBt/FRt_purityD/?ѧ7Y z5ܓA5*) ' Purity/*FRt0SRqqt2FBt/FBt_purity5d?E97 BfܓA5*+ ) "Purity/*FRt1SRqqt*FBt/event_purity5P>+$=`I VܓA5*/ - &Purity/*FRt1SRqqt*FBt/event_proportionf?.Xc7Y ܓA5*) ' Purity/*FRt1SRqqt*FBt/FRt_purity4V>097 nKܓA5*+ ) "Purity/*FRt1SRqqt*FBt/SRqqt_purityc>%h7Y MzܓA5*) ' Purity/*FRt1SRqqt*FBt/FBt_purityw}?P97 ܓA5*+ ) "Purity/*FRt1SRqqt0FBt/event_purity N>r>u=`I =ܓA5*/ - &Purity/*FRt1SRqqt0FBt/event_proportion?Ž֔7Y mܓA5*) ' Purity/*FRt1SRqqt0FBt/FRt_purityS/>97  ܓA5*+ ) "Purity/*FRt1SRqqt0FBt/SRqqt_purity{X>97 ܓA5*+ ) "Purity/*FRt1SRqqt1FBt/event_purityz>+k3=`I $ܓA5*/ - &Purity/*FRt1SRqqt1FBt/event_proportion<7Y kܓA5*) ' Purity/*FRt1SRqqt1FBt/FRt_purityR?97 =ܓA5*+ ) "Purity/*FRt1SRqqt1FBt/SRqqt_purityD>P/N7Y 4!ܓA5*) ' Purity/*FRt1SRqqt1FBt/FBt_purity?/(1=`I * *ܓA5*/ - &Purity/*FRt1SRqqt2FBt/event_proportion:E97 X.ܓA5*+ ) "Purity/*FRt2SRqqt*FBt/event_purity=|dj=`I xA3ܓA5*/ - &Purity/*FRt2SRqqt*FBt/event_proportion =n,7Y $7ܓA5*) ' Purity/*FRt2SRqqt*FBt/FRt_purityM>M5+97 8<ܓA5*+ ) "Purity/*FRt2SRqqt*FBt/SRqqt_purity<>\17Y CܓA5*) ' Purity/*FRt2SRqqt*FBt/FBt_purity? ) 97 GܓA5*+ ) "Purity/*FRt2SRqqt0FBt/event_purityS=C=`I #LܓA5*/ - &Purity/*FRt2SRqqt0FBt/event_proportion٢=(n7Y o97 UܓA5*+ ) "Purity/*FRt2SRqqt0FBt/SRqqt_purity:>ѭB97 ^ܓA5*+ ) "Purity/*FRt2SRqqt1FBt/event_purity=`I gܓA5*/ - &Purity/*FRt2SRqqt1FBt/event_proportion:s97 |kܓA5*+ ) "Purity/*FRt2SRqqt1FBt/SRqqt_purity >(_u7Y foܓA5*) ' Purity/*FRt2SRqqt1FBt/FBt_purity?C=`I UtܓA5*/ - &Purity/*FRt2SRqqt2FBt/event_proportion797 PyܓA5*+ ) "Purity/0FRt*SRqqt*FBt/event_purity>/=`I }ܓA5*/ - &Purity/0FRt*SRqqt*FBt/event_proportion7?97 ܓA5*+ ) "Purity/0FRt*SRqqt*FBt/SRqqt_purity k>7Y ޅܓA5*) ' Purity/0FRt*SRqqt*FBt/FBt_purityFpw?KɌ97 qܓA5*+ ) "Purity/0FRt*SRqqt0FBt/event_purity@>=`I NܓA5*/ - &Purity/0FRt*SRqqt0FBt/event_proportion3#?@O97 EܓA5*+ ) "Purity/0FRt*SRqqt0FBt/SRqqt_purityd>-~P97 ܓA5*+ ) "Purity/0FRt*SRqqt1FBt/event_purityX??s=`I ܓA5*/ - &Purity/0FRt*SRqqt1FBt/event_proportion =*$pK97 2ܓA5*+ ) "Purity/0FRt*SRqqt1FBt/SRqqt_purity&>1<7Y ܓA5*) ' Purity/0FRt*SRqqt1FBt/FBt_purity/~?r97 5ܓA5*+ ) "Purity/0FRt*SRqqt2FBt/event_purity>?U}=`I ѰܓA5*/ - &Purity/0FRt*SRqqt2FBt/event_proportion7Y ζܓA5*) ' Purity/0FRt*SRqqt2FBt/FBt_puritye?nU997 dܓA5*+ ) "Purity/0FRt0SRqqt*FBt/event_purityNs?U=`I ]ܓA5*/ - &Purity/0FRt0SRqqt*FBt/event_proportionf&=w7Y 2(ܓA5*) ' Purity/0FRt0SRqqt*FBt/FBt_purity[Vu?{97 ܓA5*+ ) "Purity/0FRt0SRqqt0FBt/event_purity?gCg=`I (ܓA5*/ - &Purity/0FRt0SRqqt0FBt/event_proportion=P97 FܓA5*+ ) "Purity/0FRt0SRqqt1FBt/event_purity}?, =`I CܓA5*/ - &Purity/0FRt0SRqqt1FBt/event_proportionLh=W7Y ܓA5*) ' Purity/0FRt0SRqqt1FBt/FBt_purity}?*$97 gܓA5*+ ) "Purity/0FRt0SRqqt2FBt/event_purity2$M?Z=`I eܓA5*/ - &Purity/0FRt0SRqqt2FBt/event_proportionxW`=`I )ܓA5*/ - &Purity/0FRt1SRqqt*FBt/event_proportionf?f97 IܓA5*+ ) "Purity/0FRt1SRqqt*FBt/SRqqt_purity_>X7Y OܓA5*) ' Purity/0FRt1SRqqt*FBt/FBt_purityB}?{΋97 d ܓA5*+ ) "Purity/0FRt1SRqqt0FBt/event_purity#QU>0=`I ܓA5*/ - &Purity/0FRt1SRqqt0FBt/event_proportion ?٪.97 5ܓA5*+ ) "Purity/0FRt1SRqqt0FBt/SRqqt_purity#QU>$5)97 ܓA5*+ ) "Purity/0FRt1SRqqt1FBt/event_purity܉> Q=`I "PܓA5*/ - &Purity/0FRt1SRqqt1FBt/event_proportion33<q97  ܓA5*+ ) "Purity/0FRt1SRqqt1FBt/SRqqt_purity[>O 7Y $ܓA5*) ' Purity/0FRt1SRqqt1FBt/FBt_purity ?i=`I ,*ܓA5*/ - &Purity/0FRt1SRqqt2FBt/event_proportionff:}K597 j.ܓA5*+ ) "Purity/0FRt2SRqqt*FBt/event_purity$==`I 3ܓA5*/ - &Purity/0FRt2SRqqt*FBt/event_proportion3=q97 e7ܓA5*+ ) "Purity/0FRt2SRqqt*FBt/SRqqt_purity>I%7Y ;ܓA5*) ' Purity/0FRt2SRqqt*FBt/FBt_purity?cT97 ?ܓA5*+ ) "Purity/0FRt2SRqqt0FBt/event_purity&=%U/=`I 0DܓA5*/ - &Purity/0FRt2SRqqt0FBt/event_proportion͌=fu97 wHܓA5*+ ) "Purity/0FRt2SRqqt0FBt/SRqqt_purity>r#97 LܓA5*+ ) "Purity/0FRt2SRqqt1FBt/event_purityS=`I QܓA5*/ - &Purity/0FRt2SRqqt1FBt/event_proportionff:٬N97 [ܓA5*+ ) "Purity/0FRt2SRqqt1FBt/SRqqt_purity >g7Y \_ܓA5*) ' Purity/0FRt2SRqqt1FBt/FBt_purity?ְ|M=`I dܓA5*/ - &Purity/0FRt2SRqqt2FBt/event_proportion7H>97 iܓA5*+ ) "Purity/1FRt*SRqqt*FBt/event_purity"=؝=`I mܓA5*/ - &Purity/1FRt*SRqqt*FBt/event_proportionJ>Ho7Y 4uܓA5*) ' Purity/1FRt*SRqqt*FBt/FRt_purity=d@i)97 UyܓA5*+ ) "Purity/1FRt*SRqqt*FBt/SRqqt_purityR>Dsw7Y 5~ܓA5*) ' Purity/1FRt*SRqqt*FBt/FBt_purityTu?hy197 ܓA5*+ ) "Purity/1FRt*SRqqt0FBt/event_purity@=T"=`I HܓA5*/ - &Purity/1FRt*SRqqt0FBt/event_proportion@>>7Y nܓA5*) ' Purity/1FRt*SRqqt0FBt/FRt_purityj}=OLZ97 ُܓA5*+ ) "Purity/1FRt*SRqqt0FBt/SRqqt_purityź> Ue97 >ܓA5*+ ) "Purity/1FRt*SRqqt1FBt/event_purity1>,=`I =řܓA5*/ - &Purity/1FRt*SRqqt1FBt/event_proportion7Y \ܓA5*) ' Purity/1FRt0SRqqt*FBt/FRt_purity=s7Y uܓA5*) ' Purity/1FRt0SRqqt*FBt/FBt_purityq?Z97 ܓA5*+ ) "Purity/1FRt0SRqqt0FBt/event_purityٜ=k*=`I ܓA5*/ - &Purity/1FRt0SRqqt0FBt/event_proportionY$>> 7Y ܓA5*) ' Purity/1FRt0SRqqt0FBt/FRt_purityٜ=,g97 wܓA5*+ ) "Purity/1FRt0SRqqt1FBt/event_purityb>%;=`I rTܓA5*/ - &Purity/1FRt0SRqqt1FBt/event_proportion33;EM7Y kܓA5*) ' Purity/1FRt0SRqqt1FBt/FRt_purity ?ݯ7Y ܓA5*) ' Purity/1FRt0SRqqt1FBt/FBt_purity?¢:"97 պܓA5*+ ) "Purity/1FRt0SRqqt2FBt/event_purityh?}=`I ܓA5*/ - &Purity/1FRt0SRqqt2FBt/event_proportion:2З7Y  ܓA5*) ' Purity/1FRt0SRqqt2FBt/FRt_purity1?#7Y VܓA5*) ' Purity/1FRt0SRqqt2FBt/FBt_purityʁ_?97 +ܓA5*+ ) "Purity/1FRt1SRqqt*FBt/event_purityx=)=`I lܓA5*/ - &Purity/1FRt1SRqqt*FBt/event_proportionffVpT97 !ܓA5*+ ) "Purity/1FRt1SRqqt*FBt/SRqqt_purityn>pp7Y V&ܓA5*) ' Purity/1FRt1SRqqt*FBt/FBt_purity?m 97 7*ܓA5*+ ) "Purity/1FRt1SRqqt0FBt/event_purity908= }=`I .ܓA5*/ - &Purity/1FRt1SRqqt0FBt/event_proportion33<;37Y 2ܓA5*) ' Purity/1FRt1SRqqt0FBt/FRt_purityz->ӎ97 6ܓA5*+ ) "Purity/1FRt1SRqqt0FBt/SRqqt_purity>U!97 8;ܓA5*+ ) "Purity/1FRt1SRqqt1FBt/event_purityP>P=`I t@ܓA5*/ - &Purity/1FRt1SRqqt1FBt/event_proportionH;U7Y J:EܓA5*) ' Purity/1FRt1SRqqt1FBt/FRt_purity? eB97 7IܓA5*+ ) "Purity/1FRt1SRqqt1FBt/SRqqt_purity5?7Y gMܓA5*) ' Purity/1FRt1SRqqt1FBt/FBt_purity?!=`I hRܓA5*/ - &Purity/1FRt1SRqqt2FBt/event_proportion7%97 MVܓA5*+ ) "Purity/1FRt2SRqqt*FBt/event_purityo0=`I ZZܓA5*/ - &Purity/1FRt2SRqqt*FBt/event_proportionh;37Y ^ܓA5*) ' Purity/1FRt2SRqqt*FBt/FRt_puritysW>hi97 cܓA5*+ ) "Purity/1FRt2SRqqt*FBt/SRqqt_purityN>&97 ^gܓA5*+ ) "Purity/1FRt2SRqqt0FBt/event_purity^7Y VpܓA5*) ' Purity/1FRt2SRqqt0FBt/FRt_purity\N>97 tܓA5*+ ) "Purity/1FRt2SRqqt0FBt/SRqqt_purityf>=`I \Q|ܓA5*/ - &Purity/1FRt2SRqqt1FBt/event_proportion74=`I x€ܓA5*/ - &Purity/1FRt2SRqqt2FBt/event_proportionƗhN97 2ܓA5*+ ) "Purity/2FRt*SRqqt*FBt/event_purity`G"=`I ܓA5*/ - &Purity/2FRt*SRqqt*FBt/event_proportionff;n7Y ܓA5*) ' Purity/2FRt*SRqqt*FBt/FRt_purityI=97 ܓA5*+ ) "Purity/2FRt*SRqqt*FBt/SRqqt_purity>,97 DܓA5*+ ) "Purity/2FRt*SRqqt0FBt/event_purity[Wc=`I ouܓA5*/ - &Purity/2FRt*SRqqt0FBt/event_proportion:H 7Y ۟ܓA5*) ' Purity/2FRt*SRqqt0FBt/FRt_purity>=Gc97 C!ܓA5*+ ) "Purity/2FRt*SRqqt0FBt/SRqqt_purity>$"=`I ܓA5*/ - &Purity/2FRt*SRqqt1FBt/event_proportion3339`"=`I ܓA5*/ - &Purity/2FRt*SRqqt2FBt/event_proportionL8Lv.97 PܓA5*+ ) "Purity/2FRt0SRqqt*FBt/event_purityɔ=`I eܓA5*/ - &Purity/2FRt0SRqqt*FBt/event_proportion:s]`7Y bܓA5*) ' Purity/2FRt0SRqqt*FBt/FRt_purity)}=97 ܓA5*+ ) "Purity/2FRt0SRqqt0FBt/event_puritylgI?=`I ?ܓA5*/ - &Purity/2FRt0SRqqt0FBt/event_proportionff:Lr7Y uܓA5*) ' Purity/2FRt0SRqqt0FBt/FRt_purityj^= =`I rܓA5*/ - &Purity/2FRt0SRqqt1FBt/event_proportion9=`I _ܓA5*/ - &Purity/2FRt0SRqqt2FBt/event_proportionL8U97 ܓA5*+ ) "Purity/2FRt1SRqqt*FBt/event_purity{}=`I ܓA5*/ - &Purity/2FRt1SRqqt*FBt/event_proportionff9sT7Y -ܓA5*) ' Purity/2FRt1SRqqt*FBt/FRt_purityE>*97 \ܓA5*+ ) "Purity/2FRt1SRqqt*FBt/SRqqt_purity]t>n97 ztܓA5*+ ) "Purity/2FRt1SRqqt0FBt/event_purity1p=`I NܓA5*/ - &Purity/2FRt1SRqqt0FBt/event_proportioň9b)7Y CܓA5*) ' Purity/2FRt1SRqqt0FBt/FRt_purity>@d/97 ZܓA5*+ ) "Purity/2FRt1SRqqt0FBt/SRqqt_purity8>5C0=`I 1) ܓA5*/ - &Purity/2FRt1SRqqt1FBt/event_proportionL8M=`I 3YܓA5*/ - &Purity/2FRt1SRqqt2FBt/event_proportion!=`I ܓA5*/ - &Purity/2FRt2SRqqt*FBt/event_proportionL8=`I xܓA5*/ - &Purity/2FRt2SRqqt0FBt/event_proportionL88=`I ЩܓA5*/ - &Purity/2FRt2SRqqt1FBt/event_proportionP=`I "ܓA5*/ - &Purity/2FRt2SRqqt2FBt/event_proportion=v* $'ܓA5*  jet/accuracy_1_of_1t>E* .+ܓA5*  jet/accuracy_1_of_2$?$r* /ܓA5*  jet/accuracy_2_of_2->iQ* NI9ܓA5*  jet/accuracy_1_of_3h?MX* z=ܓA5*  jet/accuracy_2_of_3>* CܓA5*  jet/accuracy_3_of_3Z>,/m]P P\HܓA5*!  particle/accuracy_1_of_1?9/m]P ,LܓA5*!  particle/accuracy_1_of_2?|c/m]P 0PܓA5*!  particle/accuracy_2_of_2?7/m]P ~ UܓA5*!  particle/accuracy_1_of_3? /m]P /NYܓA5*!  particle/accuracy_2_of_3?Pq!/m]P |]ܓA5*!  particle/accuracy_3_of_3ũ?Y(pJ aܓA5*  particle/accuracyg>?7+K RjܓA5*  particle/sensitivity}8?~.+K qܓA5*  particle/specificity7@?ۜ'F |ܓA5*  particle/f_scoreE?d6OW PȀܓA5*( & validation_average_jet_accuracy[>'An97  ܓA5*+ ) "Purity/*FRt*SRqqt2FBt/SRqqt_purityG=Z97 [ܓA5*+ ) "Purity/*FRt1SRqqt2FBt/event_purity} 97 ܓA5*+ ) "Purity/*FRt1SRqqt2FBt/SRqqt_purityG=2"7Y ܓA5*) ' Purity/*FRt1SRqqt2FBt/FBt_purityR^?97 vܓA5*+ ) "Purity/0FRt*SRqqt2FBt/SRqqt_purity=t 97 ܓA5*+ ) "Purity/0FRt1SRqqt2FBt/event_purityd097 iܓA5*+ ) "Purity/0FRt1SRqqt2FBt/SRqqt_purity=ʹ_#7Y /ܓA5*) ' Purity/0FRt1SRqqt2FBt/FBt_purityUU]?ʡ17Y XܓA5*) ' Purity/2FRt*SRqqt*FBt/FBt_purityUUu?&2K97 lDܓA5*+ ) "Purity/2FRt*SRqqt1FBt/event_puritym7Y ܓA5*) ' Purity/2FRt*SRqqt1FBt/FRt_purity?97 \ܓA5*+ ) "Purity/2FRt*SRqqt1FBt/SRqqt_purity?B7Y <ܓA5*) ' Purity/2FRt*SRqqt1FBt/FBt_purity?F7Y R`ܓA5*) ' Purity/2FRt1SRqqt*FBt/FBt_purity?>bҌ97 ܓA5*+ ) "Purity/2FRt1SRqqt1FBt/event_purity77Y ܓA5*) ' Purity/2FRt1SRqqt1FBt/FRt_purity?j97 ?ܓA5*+ ) "Purity/2FRt1SRqqt1FBt/SRqqt_purity?7Y ܓA5*) ' Purity/2FRt1SRqqt1FBt/FBt_purity?-* ܓA5*  jet/accuracy_1_of_4?UX* wܓA5*  jet/accuracy_2_of_4@?Ap* ܓA5*  jet/accuracy_3_of_4>R* TܓA5*  jet/accuracy_4_of_4qW/m]P NܓA5*!  particle/accuracy_1_of_4?{b/m]P voܓA5*!  particle/accuracy_2_of_4?r/m]P W ܓA5*!  particle/accuracy_3_of_4?9/m]P ܓA5*!  particle/accuracy_4_of_4?;u97 !+ܓA5*+ ) "Purity/2FRt*SRqqt2FBt/event_purity 7Y BܓA5*) ' Purity/2FRt*SRqqt2FBt/FRt_purity?4 7Y v[ܓA5*) ' Purity/2FRt*SRqqt2FBt/FBt_purity@?Er7Y {uܓA5*) ' Purity/2FRt0SRqqt*FBt/FBt_purityq?EI97 #ܓA5*+ ) "Purity/2FRt0SRqqt2FBt/event_purity%G,7Y F'ܓA5*) ' Purity/2FRt0SRqqt2FBt/FRt_purity?H7Y EܓA5*) ' Purity/2FRt0SRqqt2FBt/FBt_purity@?R997 oJܓA5*+ ) "Purity/2FRt0SRqqt1FBt/event_purity\87Y KNܓA5*) ' Purity/2FRt0SRqqt1FBt/FRt_purity?m7Y RܓA5*) ' Purity/2FRt0SRqqt1FBt/FBt_purity?f7Y 5VܓA5*) ' Purity/*FRt1SRqqt2FBt/FRt_purity297 ZܓA5*+ ) "Purity/1FRt*SRqqt2FBt/SRqqt_purity|97 _ܓA5*+ ) "Purity/1FRt1SRqqt2FBt/event_purityRy7Y %eܓA5*) ' Purity/1FRt1SRqqt2FBt/FRt_purity997 oܓA5*+ ) "Purity/1FRt1SRqqt2FBt/SRqqt_purity*7Y IsܓA5*) ' Purity/1FRt1SRqqt2FBt/FBt_purity?ؘ7Y zwܓA5*) ' Purity/*FRt2SRqqt1FBt/FRt_purity?>U7Y 6~ܓA5*) ' Purity/1FRt2SRqqt*FBt/FBt_purity?a97 hܓA5*+ ) "Purity/1FRt2SRqqt1FBt/event_purityGA7Y 1ܓA5*) ' Purity/1FRt2SRqqt1FBt/FRt_purity?s97 䓋ܓA5*+ ) "Purity/1FRt2SRqqt1FBt/SRqqt_purityd 7Y mܓA5*) ' Purity/1FRt2SRqqt1FBt/FBt_purity?Z97 @ܓA5*+ ) "Purity/2FRt2SRqqt*FBt/event_purityj7Y lܓA5*) ' Purity/2FRt2SRqqt*FBt/FRt_purity-R97 ژܓA5*+ ) "Purity/2FRt2SRqqt*FBt/SRqqt_purity?$-97 `ǠܓA5*+ ) "Purity/2FRt2SRqqt0FBt/event_purityt?7Y " ܓA5*) ' Purity/2FRt2SRqqt0FBt/FRt_purity2!97 q`ܓA5*+ ) "Purity/2FRt2SRqqt0FBt/SRqqt_purity?5X97 8ܓA5*+ ) "Purity/*FRt2SRqqt2FBt/event_purity97 -ܓA5*+ ) "Purity/*FRt2SRqqt2FBt/SRqqt_purity=7Y CܓA5*) ' Purity/*FRt2SRqqt2FBt/FBt_purity? 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= 6DeviceStatsMonitor.on_train_batch_end/segment.all.peakfD jNYe X`ݓA:*K I BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated'DW溔 g]`ݓA:*I G @DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current'D#lU a`ݓA:*G E >DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freed6T_QE h`ݓA:*F D =DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak'DiPYe bl`ݓA:*K I BDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated}C)W溔 ғu`ݓA:*I G @DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current}C`yU Oz`ݓA:*G E >DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freedST_QE 7~`ݓA:*F D =DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak}C:h0_ )̓`ݓA:*" loss/FRt1/assignment_lossM\;:0_ Y`ݓA:*" loss/FRt2/assignment_lossWH:@j2$V `ݓA:*$ " loss/SRqqt1/assignment_loss87H2$V `ݓA:*$ " loss/SRqqt2/assignment_lossIT90_ p`ݓA:*" loss/FBt1/assignment_loss 9nH0_ `ݓA:*" loss/FBt2/assignment_lossBe9ee/m]P 7`ݓA:*!  loss/FRt1/detection_lossk:H$/m]P `ݓA:*!  loss/FRt2/detection_loss|N: 7DeviceStatsMonitor.on_train_batch_start/active.all.peak@=FrDeviceStatsMonitor.on_train_batch_start/active.large_pool.peakDZo 78fݓA;*L J CDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocatedLdaX/ L9fݓA;*J H ADeviceStatsMonitor.on_train_batch_start/active.small_pool.current8F+KVN- %BfݓA;*H F ?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed/L(VU 0 HfݓA;*G E >DeviceStatsMonitor.on_train_batch_start/active.small_pool.peakhDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freedX)vTT_QE zZfݓA;*F D =DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak4P M`(! ^fݓA;*R P IDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.allocated]X ^ذn l|cfݓA;*P N GDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.currentK6K\ {hfݓA;*N L EDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.freed]Xk][ lfݓA;*M K DDeviceStatsMonitor.on_train_batch_start/active_bytes.large_pool.peak-P  `(! qfݓA;*R P IDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.allocatedTZ^ذn ufݓA;*P N GDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.currentrMK;\ 2zfݓA;*N L EDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.freedzTͦ[ WfݓA;*M K DDeviceStatsMonitor.on_train_batch_start/active_bytes.small_pool.peakPMq\ fݓA;*N L EDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.allocatedX'OZo pfݓA;*L J CDeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.currentВMyX/ cfݓA;*J H ADeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.freedX#)W溔 (fݓA;*I G @DeviceStatsMonitor.on_train_batch_start/allocated_bytes.all.peak4Px㺌ck fݓA;*U S LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.allocated]X@nhKad fݓA;*S Q JDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.currentK1R_P?( DfݓA;*Q O HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.freed]X4y^ذn fݓA;*P N GDeviceStatsMonitor.on_train_batch_start/allocated_bytes.large_pool.peak-PcCck vfݓA;*U S LDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.allocatedTad "HfݓA;*S Q JDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.currentrM'FV_P?( fݓA;*Q O HDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.freedzT|^ذn fݓA;*P N GDeviceStatsMonitor.on_train_batch_start/allocated_bytes.small_pool.peakPM)W溔 3fݓA;*I G @DeviceStatsMonitor.on_train_batch_start/allocation.all.allocatedY4L7U JwfݓA;*G E >DeviceStatsMonitor.on_train_batch_start/allocation.all.current@FuS }N VfݓA;*E C HC_P?( lgݓA;*Q O HDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.current`M]a[ C{qgݓA;*O M FDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.freedWХ\  vgݓA;*N L EDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.all.peak'O|hz M{gݓA;*Z X QDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.allocatedWls-Hfr;j ,gݓA;*X V ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.currentKГޞdC_ ՋgݓA;*V T MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.freedW1(ck i gݓA;*U S LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.large_pool.peak`O{hz ĢgݓA;*Z X QDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.allocatedT,fr;j ygݓA;*X V ODeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.current4L0%dC_ )0gݓA;*V T MDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.freedT 8ck gݓA;*U S LDeviceStatsMonitor.on_train_batch_start/inactive_split_bytes.small_pool.peakM*M=cԦ gݓA;*? = 6DeviceStatsMonitor.on_train_batch_start/max_split_size:CP CgݓA;*B @ 9DeviceStatsMonitor.on_train_batch_start/num_alloc_retriesRHOlGO gݓA;*A ? 8DeviceStatsMonitor.on_train_batch_start/num_device_allocfDnKNĹ gݓA;*@ > 7DeviceStatsMonitor.on_train_batch_start/num_device_freegTQټ gݓA;*C A :DeviceStatsMonitor.on_train_batch_start/num_oom_rejectionseG gݓA;*9 7 0DeviceStatsMonitor.on_train_batch_start/num_oomsnS }N 1gݓA;*E C OYe P$gݓA;*K I BDeviceStatsMonitor.on_train_batch_start/oversize_allocations.freedX/ gݓA;*J H ADeviceStatsMonitor.on_train_batch_start/oversize_allocations.peakajZo gݓA;*L J CDeviceStatsMonitor.on_train_batch_start/oversize_segments.allocated ~X/ kgݓA;*J H ADeviceStatsMonitor.on_train_batch_start/oversize_segments.currents VN- egݓA;*H F ?DeviceStatsMonitor.on_train_batch_start/oversize_segments.freed?vU 1gݓA;*G E >DeviceStatsMonitor.on_train_batch_start/oversize_segments.peakL[\ hݓA;*N L EDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.allocated0^XZo O}hݓA;*L J CDeviceStatsMonitor.on_train_batch_start/requested_bytes.all.current*5M.AX/ hݓA;*J H ADeviceStatsMonitor.on_train_batch_start/requested_bytes.all.freed+^XuW溔 c"hݓA;*I G @DeviceStatsMonitor.on_train_batch_start/requested_bytes.all.peak2P5)ck &hݓA;*U S LDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.allocatedXERad 9~+hݓA;*S Q JDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.currentK/8N_P?( 0hݓA;*Q O HDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.freedXD$^ذn V7hݓA;*P N GDeviceStatsMonitor.on_train_batch_start/requested_bytes.large_pool.peak*P-"ck VN- z_hݓA;*H F ?DeviceStatsMonitor.on_train_batch_start/reserved_bytes.all.peakTPby`o MehݓA;*T R KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.allocatedLP*Yծ`(! jhݓA;*R P IDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.currentLPr^ذn PohݓA;*P N GDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.freed]a[ OthݓA;*O M FDeviceStatsMonitor.on_train_batch_start/reserved_bytes.large_pool.peakLPOheby`o f~hݓA;*T R KDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.allocatedMLJM`(! QhݓA;*R P IDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.currentMF^U^ذn OhݓA;*P N GDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freed2]a[ hݓA;*O M FDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peakMT_QE rhݓA;*F D =DeviceStatsMonitor.on_train_batch_start/segment.all.allocatedfD+;R% *hݓA;*D B ;DeviceStatsMonitor.on_train_batch_start/segment.all.currentfDVP ]hݓA;*B @ 9DeviceStatsMonitor.on_train_batch_start/segment.all.freedbOlGO E6hݓA;*A ? 8DeviceStatsMonitor.on_train_batch_start/segment.all.peakfDӁ[ hݓA;*M K DDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated'DܾfYe fhݓA;*K I BDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current'D{W溔 hݓA;*I G @DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freedkgVN- .hݓA;*H F ?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak'DU<[ hݓA;*M K DDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated}CY"Ye +hݓA;*K I BDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current}C#?8W溔 zhݓA;*I G @DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freedm1VN- AhݓA;*H F ?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak}C\0Qټ `,hݓA;*C A :DeviceStatsMonitor.on_train_batch_end/active.all.allocated~ < 5DeviceStatsMonitor.on_train_batch_end/active.all.peak@=FˣX/ j-hݓA;*J H ADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocatedm^LSܢVN- -hݓA;*H F ?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current@z2h\T_QE 6\iݓA;*F D =DeviceStatsMonitor.on_train_batch_end/active.large_pool.freedm^L S }N $ iݓA;*E C DeviceStatsMonitor.on_train_batch_end/active_bytes.all.currentMvS }N (0iݓA;*E C DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak4P:wad j iݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated]aXc_P?( ߍiݓA;*Q O HDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.currentKY]a[ 9iݓA;*O M FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed]aXn7\ =OiݓA;*N L EDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak-P״8ad iݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocated"T*_P?( iݓA;*Q O HDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.currentsMYF]a[ KiݓA;*O M FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freedTǟ\ iݓA;*N L EDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peakPM U iݓA;*G E >DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated~{iݓA;*I G @DeviceStatsMonitor.on_train_batch_end/inactive_split.all.currentCԇ(U SjݓA;*G E >DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freed^LeT_QE jݓA;*F D =DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peakFDmRe`(! y_jݓA;*R P IDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocatedA*Lv^ذn CjݓA;*P N GDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current@\ fjݓA;*N L EDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed@*LWŠ[ 3!jݓA;*M K DDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peakC|'`(! BjݓA;*R P IDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocatedxK|J^ذn TGjݓA;*P N GDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.currentC.@Y\ MjݓA;*N L EDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freedKj[ RjݓA;*M K DDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peakC;_P?( yZWjݓA;*Q O HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocatedW L]a[ \jݓA;*O M FDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current Mt[ ajݓA;*M K DDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freedW[Zo ,hjݓA;*L J CDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak'O4fr;j ljݓA;*X V ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocatedWdC_ CpqjݓA;*V T MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.currentK%sNby`o PgvjݓA;*T R KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freedWad {jݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak`Oifr;j g"jݓA;*X V ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated T^aydC_ ~jݓA;*V T MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current@1L AE by`o njݓA;*T R KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed&T,Aad qjݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peakMVxK ɗjݓA;*= ; 4DeviceStatsMonitor.on_train_batch_end/max_split_size7MPoNĹ VjݓA;*@ > 7DeviceStatsMonitor.on_train_batch_end/num_alloc_retriesM=cԦ ⯡jݓA;*? = 6DeviceStatsMonitor.on_train_batch_end/num_device_allocfDsLԢ jݓA;*> < 5DeviceStatsMonitor.on_train_batch_end/num_device_freeB>@OlGO hjݓA;*A ? 8DeviceStatsMonitor.on_train_batch_end/num_oom_rejectionsxYEh =jݓA;*7 5 .DeviceStatsMonitor.on_train_batch_end/num_oomsYҢQټ /jݓA;*C A :DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams@v:x[ vjݓA;*M K DDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocatedDeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak2P-=ad jݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocatedDXǮs_P?( 4jݓA;*Q O HDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.currentKSp]a[ mXkݓA;*O M FDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freedCX?C\ (kݓA;*N L EDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak*PMad q6kݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocatedT~_P?( KkݓA;*Q O HDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current-M2]a[ |"kݓA;*O M FDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freedTެ\ e(kݓA;*N L EDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peakJMDn%Ye -kݓA;*K I BDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocatedTP]W溔 2kݓA;*I G @DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.currentTP}U :7kݓA;*G E >DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freedtrT_QE ;kݓA;*F D =DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peakTPh&`(! @kݓA;*R P IDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocatedLP· ^ذn HEkݓA;*P N GDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.currentLPx\ WLkݓA;*N L EDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freedM[ QkݓA;*M K DDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peakLPH`(! B"WkݓA;*R P IDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocatedM#A^ذn [kݓA;*P N GDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.currentM-\ `kݓA;*N L EDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed[ VpkݓA;*M K DDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peakMƗR% UukݓA;*D B ;DeviceStatsMonitor.on_train_batch_end/segment.all.allocatedfDU YP pykݓA;*B @ 9DeviceStatsMonitor.on_train_batch_end/segment.all.currentfDcNĹ kݓA;*@ > 7DeviceStatsMonitor.on_train_batch_end/segment.all.freedܨM=cԦ MkݓA;*? = 6DeviceStatsMonitor.on_train_batch_end/segment.all.peakfDz;Ye kݓA;*K I BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated'D:&W溔 $[kݓA;*I G @DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current'D}iU H͒kݓA;*G E >DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freedEl+T_QE RkݓA;*F D =DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak'DaYe ůkݓA;*K I BDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated}C 7W溔 Q`kݓA;*I G @DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current}C88U θkݓA;*G E >DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freedgMT_QE :kݓA;*F D =DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak}CT0_ %kݓA;*" loss/FRt1/assignment_lossq/:?R0_ ykݓA;*" loss/FRt2/assignment_lossF:I2$V kݓA;*$ " loss/SRqqt1/assignment_lossT8Y2$V skݓA;*$ " loss/SRqqt2/assignment_loss]Q9>0_ YkݓA;*" loss/FBt1/assignment_loss690h0_ +kݓA;*" loss/FBt2/assignment_loss>9kƄ/m]P kݓA;*!  loss/FRt1/detection_loss_:"/m]P WkݓA;*!  loss/FRt2/detection_loss9f 1 kݓA;*# ! loss/SRqqt1/detection_loss^8mg@1 KnkݓA;*# ! loss/SRqqt2/detection_loss%\9Hh/m]P kݓA;*!  loss/FBt1/detection_lossT9/m]P {kݓA;*!  loss/FBt2/detection_loss4e9J&sO `kݓA;*  loss/total_lossÍ;5 kݓA;* epochAҖ@ #wC wqݓA;*  lr-AdamW/pg1C9/#wC 'wqݓA;*  lr-AdamW/pg2C9.S }N wqݓA;*E C 7DeviceStatsMonitor.on_train_batch_start/active.all.peak@=Ft:Zo QwqݓA;*L J CDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated_LBX/ wwqݓA;*J H ADeviceStatsMonitor.on_train_batch_start/active.large_pool.current@\;VN- wqݓA;*H F ?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed_L>vU wqݓA;*G E >DeviceStatsMonitor.on_train_batch_start/active.large_pool.peakD\¨Zo ۝wqݓA;*L J CDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocated L %zX/ wqݓA;*J H ADeviceStatsMonitor.on_train_batch_start/active.small_pool.current8Fϋ$eVN- 䡃qݓA;*H F ?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed/߉L7\U pqݓA;*G E >DeviceStatsMonitor.on_train_batch_start/active.small_pool.peakhDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freed(X,]T_QE [qݓA;*F D =DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak4P!7`(! 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QsݓA;*R P IDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.currentM0^ذn dsݓA;*P N GDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.freedv]a[ qsݓA;*O M FDeviceStatsMonitor.on_train_batch_start/reserved_bytes.small_pool.peakMdT_QE msݓA;*F D =DeviceStatsMonitor.on_train_batch_start/segment.all.allocatedfDkR% sݓA;*D B ;DeviceStatsMonitor.on_train_batch_start/segment.all.currentfD P sݓA;*B @ 9DeviceStatsMonitor.on_train_batch_start/segment.all.freed#&BOlGO sݓA;*A ? 8DeviceStatsMonitor.on_train_batch_start/segment.all.peakfD9b-[ sݓA;*M K DDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated'DYe sݓA;*K I BDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current'D|W溔 otݓA;*I G @DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freedaVN- tݓA;*H F ?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak'DOcY[ g"tݓA;*M K DDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated}C||1Ye 59'tݓA;*K I BDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current}CW溔 -tݓA;*I G @DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed*VN- 1tݓA;*H F ?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak}CQټ ZPtݓA;*C A :DeviceStatsMonitor.on_train_batch_end/active.all.allocated5LOlGO ڌPtݓA;*A ? 8DeviceStatsMonitor.on_train_batch_end/active.all.currentxFQM=cԦ PtݓA;*? = 6DeviceStatsMonitor.on_train_batch_end/active.all.freedZLlִLԢ /PtݓA;*> < 5DeviceStatsMonitor.on_train_batch_end/active.all.peak@=FvoOX/ QPtݓA;*J H ADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocatedJ_LѧVN- xPtݓA;*H F ?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current@/T_QE mUtݓA;*F D =DeviceStatsMonitor.on_train_batch_end/active.large_pool.freedI_LS }N KZtݓA;*E C DeviceStatsMonitor.on_train_batch_end/active_bytes.all.currentM/S }N %tݓA;*E C DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak4Pad atݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocated38X]_P?( tݓA;*Q O HDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.currentKw]a[ $tݓA;*O M FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freed38X\ "tݓA;*N L EDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak-Pad N7tݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocatedN)TJ@_P?( *tݓA;*Q O HDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.currentsM1K]a[ LtݓA;*O M FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freed&Th \ tݓA;*N L EDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peakPM@U ltݓA;*G E >DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated5LQ\`S }N tݓA;*E C DeviceStatsMonitor.on_train_batch_end/inactive_split.all.freedZ`LQT_QE SuݓA;*F D =DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peakFD`(! xWuݓA;*R P IDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocated#LRYA^ذn [uݓA;*P N GDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current@\ p-`uݓA;*N L EDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freed#Lܐ[ מduݓA;*M K DDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peakCt`(! iuݓA;*R P IDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocatedUmK@^ذn muݓA;*P N GDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.currentC<\ ruݓA;*N L EDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freedlK5\[ wuݓA;*M K DDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peakCç_P?( ja|uݓA;*Q O HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocatedX'WAF]a[ aFuݓA;*O M FDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.current MD[ y4uݓA;*M K DDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freedT'WZo uݓA;*L J CDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak'Of"fr;j ?uݓA;*X V ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocatedW+ldC_ 蛡uݓA;*V T MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.currentKby`o uݓA;*T R KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freedWmad BuݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak`O{fr;j CuݓA;*X V ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocatedv.T]:dC_ uݓA;*V T MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current@1Lby`o LuݓA;*T R KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freed-Tad uݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peakM\HK XuݓA;*= ; 4DeviceStatsMonitor.on_train_batch_end/max_split_size&NĹ uݓA;*@ > 7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries_M=cԦ uݓA;*? = 6DeviceStatsMonitor.on_train_batch_end/num_device_allocfDLԢ dvuݓA;*> < 5DeviceStatsMonitor.on_train_batch_end/num_device_freeN&OlGO 0&uݓA;*A ? 8DeviceStatsMonitor.on_train_batch_end/num_oom_rejectionsMEh uݓA;*7 5 .DeviceStatsMonitor.on_train_batch_end/num_oomsٍQټ ivݓA;*C A :DeviceStatsMonitor.on_train_batch_end/num_sync_all_streams@bN#[ =vݓA;*M K DDeviceStatsMonitor.on_train_batch_end/oversize_allocations.allocated^aEYe  vݓA;*K I BDeviceStatsMonitor.on_train_batch_end/oversize_allocations.currentW溔 vݓA;*I G @DeviceStatsMonitor.on_train_batch_end/oversize_allocations.freedjVN- jbvݓA;*H F ?DeviceStatsMonitor.on_train_batch_end/oversize_allocations.peakVWX/ nvݓA;*J H ADeviceStatsMonitor.on_train_batch_end/oversize_segments.allocated~;VN- CgvݓA;*H F ?DeviceStatsMonitor.on_train_batch_end/oversize_segments.current/d/T_QE S"vݓA;*F D =DeviceStatsMonitor.on_train_batch_end/oversize_segments.freedUMS }N 'vݓA;*E C DeviceStatsMonitor.on_train_batch_end/requested_bytes.all.peak2P?ad C>vݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.allocatedXPh_P?( ~HTvݓA;*Q O HDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.currentKaw]a[ FXvݓA;*O M FDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.freedXO\ evݓA;*N L EDeviceStatsMonitor.on_train_batch_end/requested_bytes.large_pool.peak*PEad wOkvݓA;*S Q JDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.allocatedλT_O_P?( ovݓA;*Q O HDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.current-Mk]a[ uvݓA;*O M FDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.freed˻T\ zvݓA;*N L EDeviceStatsMonitor.on_train_batch_end/requested_bytes.small_pool.peakJMJkDYe ~vݓA;*K I BDeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.allocatedTP9W溔 7vݓA;*I G @DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.currentTPvB.U 1vݓA;*G E >DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.freedT_QE /vݓA;*F D =DeviceStatsMonitor.on_train_batch_end/reserved_bytes.all.peakTP`(! egvݓA;*R P IDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.allocatedLP^ذn ~vݓA;*P N GDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.currentLP&{$\ gvݓA;*N L EDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.freed /a[ pvݓA;*M K DDeviceStatsMonitor.on_train_batch_end/reserved_bytes.large_pool.peakLPJe`(! rvݓA;*R P IDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.allocatedMz^ذn uuvݓA;*P N GDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.currentM\ vݓA;*N L EDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.freed {[ vݓA;*M K DDeviceStatsMonitor.on_train_batch_end/reserved_bytes.small_pool.peakMR% 2vݓA;*D B ;DeviceStatsMonitor.on_train_batch_end/segment.all.allocatedfDJP vݓA;*B @ 9DeviceStatsMonitor.on_train_batch_end/segment.all.currentfD' 7DeviceStatsMonitor.on_train_batch_end/segment.all.freedM=cԦ RvݓA;*? = 6DeviceStatsMonitor.on_train_batch_end/segment.all.peakfDN2Ye #vݓA;*K I BDeviceStatsMonitor.on_train_batch_end/segment.large_pool.allocated'Dk W溔 AGvݓA;*I G @DeviceStatsMonitor.on_train_batch_end/segment.large_pool.current'DqU YvݓA;*G E >DeviceStatsMonitor.on_train_batch_end/segment.large_pool.freedoT_QE @vݓA;*F D =DeviceStatsMonitor.on_train_batch_end/segment.large_pool.peak'DƉQYe mvݓA;*K I BDeviceStatsMonitor.on_train_batch_end/segment.small_pool.allocated}C`t%W溔 vݓA;*I G @DeviceStatsMonitor.on_train_batch_end/segment.small_pool.current}CU vݓA;*G E >DeviceStatsMonitor.on_train_batch_end/segment.small_pool.freed7xT_QE evݓA;*F D =DeviceStatsMonitor.on_train_batch_end/segment.small_pool.peak}Cn,e0_ ivݓA;*" loss/FRt1/assignment_lossS`$;0_ XvݓA;*" loss/FRt2/assignment_lossYn:2$V ~wݓA;*$ " loss/SRqqt1/assignment_loss-9Lԕ2$V bwݓA;*$ " loss/SRqqt2/assignment_lossFg9I.0_  wݓA;*" loss/FBt1/assignment_loss<68>0_ vwݓA;*" loss/FBt2/assignment_lossM-9#/m]P dwݓA;*!  loss/FRt1/detection_loss-:A%/m]P )wݓA;*!  loss/FRt2/detection_loss^7:cy1 S|wݓA;*# ! loss/SRqqt1/detection_loss+9I1 N;#wݓA;*# ! loss/SRqqt2/detection_loss9:f/m]P /wݓA;*!  loss/FBt1/detection_loss}9^/m]P ^.6wݓA;*!  loss/FBt2/detection_lossb:o=&sO ;wݓA;*  loss/total_lossx<k4 EwݓA;* epochA* ;ݓA;*  loss/val_total_losstAU=`I ݓA;*/ - &Purity/*FRt*SRqqt*FBt/event_proportion@j?X7Y ݓA;*) ' Purity/*FRt*SRqqt*FBt/FRt_purity(P= U97 ݓA;*+ ) "Purity/*FRt*SRqqt*FBt/SRqqt_purity[>|7Y ݓA;*) ' Purity/*FRt*SRqqt*FBt/FBt_purityw?{97 ݓA;*+ ) "Purity/*FRt*SRqqt0FBt/event_purity+D>̶=`I BݓA;*/ - &Purity/*FRt*SRqqt0FBt/event_proportionM?Q7Y bݓA;*) ' Purity/*FRt*SRqqt0FBt/FRt_purityg==97 ݓA;*+ ) "Purity/*FRt*SRqqt0FBt/SRqqt_purity!V>"rQ97 ݓA;*+ ) "Purity/*FRt*SRqqt1FBt/event_purity-?L3=`I ݓA;*/ - &Purity/*FRt*SRqqt1FBt/event_proportionf=/Qc7Y ݓA;*) ' Purity/*FRt*SRqqt1FBt/FRt_purity ">O97 ݓA;*+ ) "Purity/*FRt*SRqqt1FBt/SRqqt_purityz>7A7Y |,#ݓA;*) ' Purity/*FRt*SRqqt1FBt/FBt_purity~?Zb97 ذ'ݓA;*+ ) "Purity/*FRt*SRqqt2FBt/event_purity(:?x!M=`I S5,ݓA;*/ - &Purity/*FRt*SRqqt2FBt/event_proportion33 T7Y G5ݓA;*) ' Purity/*FRt*SRqqt2FBt/FBt_purity3h?B-97 h9ݓA;*+ ) "Purity/*FRt0SRqqt*FBt/event_purityd>=`I j>ݓA;*/ - &Purity/*FRt0SRqqt*FBt/event_proportionv>7Y BݓA;*) ' Purity/*FRt0SRqqt*FBt/FRt_purity(=57Y IݓA;*) ' Purity/*FRt0SRqqt*FBt/FBt_purityw?ͩ97 5OݓA;*+ ) "Purity/*FRt0SRqqt0FBt/event_purityr=ХC=`I 4SݓA;*/ - &Purity/*FRt0SRqqt0FBt/event_proportionf%>K'x7Y GDXݓA;*) ' Purity/*FRt0SRqqt0FBt/FRt_purity=:q<97 PbݓA;*+ ) "Purity/*FRt0SRqqt1FBt/event_purityUm?ڦ=`I fݓA;*/ - &Purity/*FRt0SRqqt1FBt/event_proportion33}=į7Y ۧkݓA;*) ' Purity/*FRt0SRqqt1FBt/FRt_purity>=w7Y qݓA;*) ' Purity/*FRt0SRqqt1FBt/FBt_purity*Z}?a97 QvݓA;*+ ) "Purity/*FRt0SRqqt2FBt/event_purityF? =`I [~ݓA;*/ - &Purity/*FRt0SRqqt2FBt/event_proportionff<ꋬL7Y EXݓA;*) ' Purity/*FRt0SRqqt2FBt/FRt_purity ڲ>N7Y ݓA;*) ' Purity/*FRt0SRqqt2FBt/FBt_purityCqk?Z^97 ݓA;*+ ) "Purity/*FRt1SRqqt*FBt/event_purity;>0,=`I ݓA;*/ - &Purity/*FRt1SRqqt*FBt/event_proportionf?G% 7Y ×ݓA;*) ' Purity/*FRt1SRqqt*FBt/FRt_purityhH>^97 ݓA;*+ ) "Purity/*FRt1SRqqt*FBt/SRqqt_purity&L>!k7Y >,ݓA;*) ' Purity/*FRt1SRqqt*FBt/FBt_purity@>z?ZM97 (٥ݓA;*+ ) "Purity/*FRt1SRqqt0FBt/event_purity ;>d] =`I ݓA;*/ - &Purity/*FRt1SRqqt0FBt/event_proportion?8y7Y LyݓA;*) ' Purity/*FRt1SRqqt0FBt/FRt_purity 1>I\97 [XݓA;*+ ) "Purity/*FRt1SRqqt0FBt/SRqqt_purityE> 97 6ݓA;*+ ) "Purity/*FRt1SRqqt1FBt/event_purityK>=`I ݓA;*/ - &Purity/*FRt1SRqqt1FBt/event_proportion Q1M97 ʃݓA;*+ ) "Purity/*FRt1SRqqt1FBt/SRqqt_purity&>tܛ7Y ΃ݓA;*) ' Purity/*FRt1SRqqt1FBt/FBt_purity#?c=`I ':ݓA;*/ - &Purity/*FRt1SRqqt2FBt/event_proportion:p-Z97 ݓA;*+ ) "Purity/*FRt2SRqqt*FBt/event_purity ==`I oݓA;*/ - &Purity/*FRt2SRqqt*FBt/event_proportion =H 7Y ݓA;*) ' Purity/*FRt2SRqqt*FBt/FRt_purityZU>*97 'VݓA;*+ ) "Purity/*FRt2SRqqt*FBt/SRqqt_purity>ū7Y mݓA;*) ' Purity/*FRt2SRqqt*FBt/FBt_purityى}?ſ97 DݓA;*+ ) "Purity/*FRt2SRqqt0FBt/event_purity[=͟=`I #ݓA;*/ - &Purity/*FRt2SRqqt0FBt/event_proportion٢=P& 7Y (ݓA;*) ' Purity/*FRt2SRqqt0FBt/FRt_purityZU>97 -,ݓA;*+ ) "Purity/*FRt2SRqqt0FBt/SRqqt_purity> `97 0ݓA;*+ ) "Purity/*FRt2SRqqt1FBt/event_purityJ=`I ?ݓA;*/ - &Purity/*FRt2SRqqt1FBt/event_proportion:A[97 DݓA;*+ ) "Purity/*FRt2SRqqt1FBt/SRqqt_purityp>e7Y t|=`I WݓA;*/ - &Purity/0FRt*SRqqt*FBt/event_proportion7?>D97 ׉[ݓA;*+ ) "Purity/0FRt*SRqqt*FBt/SRqqt_purityV>&7Y _ݓA;*) ' Purity/0FRt*SRqqt*FBt/FBt_purityw?(r97 pݓA;*+ ) "Purity/0FRt*SRqqt0FBt/event_purity.>=`I PwݓA;*/ - &Purity/0FRt*SRqqt0FBt/event_proportion3#?97 {ݓA;*+ ) "Purity/0FRt*SRqqt0FBt/SRqqt_purity 1R>g97 TݓA;*+ ) "Purity/0FRt*SRqqt1FBt/event_purityb9?=`I 2لݓA;*/ - &Purity/0FRt*SRqqt1FBt/event_proportion =97 ՉݓA;*+ ) "Purity/0FRt*SRqqt1FBt/SRqqt_purityg>7Y V[ݓA;*) ' Purity/0FRt*SRqqt1FBt/FBt_purity&~?u97 iݓA;*+ ) "Purity/0FRt*SRqqt2FBt/event_puritycI? =`I ݓA;*/ - &Purity/0FRt*SRqqt2FBt/event_proportionU=`I ݓA;*/ - &Purity/0FRt1SRqqt*FBt/event_proportionf?IeF(97 "ݓA;*+ ) "Purity/0FRt1SRqqt*FBt/SRqqt_purity}H>'y7Y ݓA;*) ' Purity/0FRt1SRqqt*FBt/FBt_purityxy?õ97 ݓA;*+ ) "Purity/0FRt1SRqqt0FBt/event_purityB>*e=`I DݓA;*/ - &Purity/0FRt1SRqqt0FBt/event_proportion ?bn97 1_ ݓA;*+ ) "Purity/0FRt1SRqqt0FBt/SRqqt_purityB>=`I VݓA;*/ - &Purity/0FRt1SRqqt1FBt/event_proportion33<97 $ݓA;*+ ) "Purity/0FRt1SRqqt1FBt/SRqqt_purityҀ>7Y (ݓA;*) ' Purity/0FRt1SRqqt1FBt/FBt_purity?6Il=`I [.ݓA;*/ - &Purity/0FRt1SRqqt2FBt/event_proportionff:;97 b2ݓA;*+ ) "Purity/0FRt2SRqqt*FBt/event_purityJ=p[4=`I 7ݓA;*/ - &Purity/0FRt2SRqqt*FBt/event_proportion3=M97 h;ݓA;*+ ) "Purity/0FRt2SRqqt*FBt/SRqqt_purity >N?7Y ?ݓA;*) ' Purity/0FRt2SRqqt*FBt/FBt_purityى}?ZH97 iDݓA;*+ ) "Purity/0FRt2SRqqt0FBt/event_purity"=Gw =`I JIݓA;*/ - &Purity/0FRt2SRqqt0FBt/event_proportion͌= 97 MݓA;*+ ) "Purity/0FRt2SRqqt0FBt/SRqqt_purity>197 @RݓA;*+ ) "Purity/0FRt2SRqqt1FBt/event_purityP=`I WVݓA;*/ - &Purity/0FRt2SRqqt1FBt/event_proportionff:pZ97 [ݓA;*+ ) "Purity/0FRt2SRqqt1FBt/SRqqt_purity! >Y 7Y C`ݓA;*) ' Purity/0FRt2SRqqt1FBt/FBt_purity? ==`I dݓA;*/ - &Purity/0FRt2SRqqt2FBt/event_proportion7kL<97 iݓA;*+ ) "Purity/1FRt*SRqqt*FBt/event_purity*Q= =`I GnݓA;*/ - &Purity/1FRt*SRqqt*FBt/event_proportionJ>7Y uݓA;*) ' Purity/1FRt*SRqqt*FBt/FRt_purityrl=B_97 b0zݓA;*+ ) "Purity/1FRt*SRqqt*FBt/SRqqt_purityA>7Y ݓA;*) ' Purity/1FRt*SRqqt*FBt/FBt_purity~x?L97 (>ݓA;*+ ) "Purity/1FRt*SRqqt0FBt/event_purity4n=gg=`I ?ݓA;*/ - &Purity/1FRt*SRqqt0FBt/event_proportion@>=7Y `ݓA;*) ' Purity/1FRt*SRqqt0FBt/FRt_purityB\=я97 `eݓA;*+ ) "Purity/1FRt*SRqqt0FBt/SRqqt_purity>CZ0Z97 җݓA;*+ ) "Purity/1FRt*SRqqt1FBt/event_purity3K>=`I @ݓA;*/ - &Purity/1FRt*SRqqt1FBt/event_proportion<ϯ7Y ݓA;*) ' Purity/1FRt*SRqqt1FBt/FRt_purityJ>[97 JݓA;*+ ) "Purity/1FRt*SRqqt1FBt/SRqqt_purityֺ>љ7Y 4جݓA;*) ' Purity/1FRt*SRqqt1FBt/FBt_purityb#~?97 gݓA;*+ ) "Purity/1FRt*SRqqt2FBt/event_purity>6^=`I /ÅݓA;*/ - &Purity/1FRt*SRqqt2FBt/event_proportion33:8+7Y JHȅݓA;*) ' Purity/1FRt*SRqqt2FBt/FRt_purity(>k7Y ̅ݓA;*) ' Purity/1FRt*SRqqt2FBt/FBt_purityf?N 97 OхݓA;*+ ) "Purity/1FRt0SRqqt*FBt/event_purity==`I مݓA;*/ - &Purity/1FRt0SRqqt*FBt/event_proportion33+>+|7Y ޅݓA;*) ' Purity/1FRt0SRqqt*FBt/FRt_purityn=`7Y WݓA;*) ' Purity/1FRt0SRqqt*FBt/FBt_purity&cv?}/97 ^ݓA;*+ ) "Purity/1FRt0SRqqt0FBt/event_purity==`I HݓA;*/ - &Purity/1FRt0SRqqt0FBt/event_proportionY$>%[7Y LݓA;*) ' Purity/1FRt0SRqqt0FBt/FRt_purity=*x97 y ݓA;*+ ) "Purity/1FRt0SRqqt1FBt/event_purity2l>3=`I 2ݓA;*/ - &Purity/1FRt0SRqqt1FBt/event_proportion33;97Y vݓA;*) ' Purity/1FRt0SRqqt1FBt/FRt_purityܶ> 7Y ) ݓA;*) ' Purity/1FRt0SRqqt1FBt/FBt_purityFk|?C9;97 pݓA;*+ ) "Purity/1FRt0SRqqt2FBt/event_purity>=`I {dݓA;*/ - &Purity/1FRt0SRqqt2FBt/event_proportion:&D7Y ݓA;*) ' Purity/1FRt0SRqqt2FBt/FRt_purity(>Ԥ07Y ݓA;*) ' Purity/1FRt0SRqqt2FBt/FBt_purity?h?؈;s97 7h#ݓA;*+ ) "Purity/1FRt1SRqqt*FBt/event_purity>UB==`I (ݓA;*/ - &Purity/1FRt1SRqqt*FBt/event_proportionff<7Y ,ݓA;*) ' Purity/1FRt1SRqqt*FBt/FRt_puritynF>4197 R1ݓA;*+ ) "Purity/1FRt1SRqqt*FBt/SRqqt_purity}>o7Y <97 W4XݓA;*+ ) "Purity/1FRt1SRqqt0FBt/SRqqt_purityߍ>\97 I^ݓA;*+ ) "Purity/1FRt1SRqqt1FBt/event_purityk(>G=`I vhݓA;*/ - &Purity/1FRt1SRqqt1FBt/event_proportionH;5 7Y lݓA;*) ' Purity/1FRt1SRqqt1FBt/FRt_purity->RZ297 Q+qݓA;*+ ) "Purity/1FRt1SRqqt1FBt/SRqqt_purityf>2}7Y muݓA;*) ' Purity/1FRt1SRqqt1FBt/FBt_purity?(+=`I yݓA;*/ - &Purity/1FRt1SRqqt2FBt/event_proportion797 lcݓA;*+ ) "Purity/1FRt2SRqqt*FBt/event_puritynL=`I -ݓA;*/ - &Purity/1FRt2SRqqt*FBt/event_proportionh;(*7Y )ݓA;*) ' Purity/1FRt2SRqqt*FBt/FRt_purityM[>197 /ݓA;*+ ) "Purity/1FRt2SRqqt*FBt/SRqqt_purity>2\97 ݓA;*+ ) "Purity/1FRt2SRqqt0FBt/event_purityԘ=`I @(ݓA;*/ - &Purity/1FRt2SRqqt0FBt/event_proportionfff;z7Y ӗݓA;*) ' Purity/1FRt2SRqqt0FBt/FRt_purityM[>d997 'ݓA;*+ ) "Purity/1FRt2SRqqt0FBt/SRqqt_purity>I =`I pݓA;*/ - &Purity/1FRt2SRqqt1FBt/event_proportion7Y.=`I ݓA;*/ - &Purity/1FRt2SRqqt2FBt/event_proportion?[97 |ݓA;*+ ) "Purity/2FRt*SRqqt*FBt/event_purity҃=`I 뾆ݓA;*/ - &Purity/2FRt*SRqqt*FBt/event_proportionff;l7Y ZÆݓA;*) ' Purity/2FRt*SRqqt*FBt/FRt_purityo= 97 =džݓA;*+ ) "Purity/2FRt*SRqqt*FBt/SRqqt_purity??Cd97 Ю͆ݓA;*+ ) "Purity/2FRt*SRqqt0FBt/event_purity=`I "҆ݓA;*/ - &Purity/2FRt*SRqqt0FBt/event_proportion:ZN7Y ֆݓA;*) ' Purity/2FRt*SRqqt0FBt/FRt_purity+=\97 چݓA;*+ ) "Purity/2FRt*SRqqt0FBt/SRqqt_purity]t>7=`I !߆ݓA;*/ - &Purity/2FRt*SRqqt1FBt/event_proportion3339)5=`I ݓA;*/ - &Purity/2FRt*SRqqt2FBt/event_proportionL8/;S97 |ݓA;*+ ) "Purity/2FRt0SRqqt*FBt/event_purityKp\=`I ݓA;*/ - &Purity/2FRt0SRqqt*FBt/event_proportion:#7Y ݓA;*) ' Purity/2FRt0SRqqt*FBt/FRt_purity=M97 pݓA;*+ ) "Purity/2FRt0SRqqt0FBt/event_purity]X=`I ݓA;*/ - &Purity/2FRt0SRqqt0FBt/event_proportionff: q7Y v ݓA;*) ' Purity/2FRt0SRqqt0FBt/FRt_purityKeH=״7=`I *9ݓA;*/ - &Purity/2FRt0SRqqt1FBt/event_proportion98[=`I 4#AݓA;*/ - &Purity/2FRt0SRqqt2FBt/event_proportionL8w97 pVݓA;*+ ) "Purity/2FRt1SRqqt*FBt/SRqqt_purity?Z97 )[ݓA;*+ ) "Purity/2FRt1SRqqt0FBt/event_purityE!=`I _ݓA;*/ - &Purity/2FRt1SRqqt0FBt/event_proportioň97Y dݓA;*) ' Purity/2FRt1SRqqt0FBt/FRt_purity9c>@I97 }iݓA;*+ ) "Purity/2FRt1SRqqt0FBt/SRqqt_purityr>?W\=`I UnݓA;*/ - &Purity/2FRt1SRqqt1FBt/event_proportionL8*=`I sݓA;*/ - &Purity/2FRt1SRqqt2FBt/event_proportion+)_=`I دwݓA;*/ - &Purity/2FRt2SRqqt*FBt/event_proportionL8J#=`I ~ݓA;*/ - &Purity/2FRt2SRqqt0FBt/event_proportionL8=`I ݓA;*/ - &Purity/2FRt2SRqqt1FBt/event_proportion@\=`I UݓA;*/ - &Purity/2FRt2SRqqt2FBt/event_proportion1"$* ݓA;*  jet/accuracy_1_of_1c"d>Wk* ݓA;*  jet/accuracy_1_of_2"?>/d* K•ݓA;*  jet/accuracy_2_of_2R>2* `ݓA;*  jet/accuracy_1_of_3bi?@r&* eݓA;*  jet/accuracy_2_of_3#>+uy* N2ݓA;*  jet/accuracy_3_of_3¥=0[ov/m]P AݓA;*!  particle/accuracy_1_of_1?OP/m]P ݓA;*!  particle/accuracy_1_of_2?V(hq/m]P ݓA;*!  particle/accuracy_2_of_2?Y/m]P ݓA;*!  particle/accuracy_1_of_3?/m]P tݓA;*!  particle/accuracy_2_of_3?w/m]P ݓA;*!  particle/accuracy_3_of_3?m(pJ $9ƇݓA;*  particle/accuracyEH?p^+K ʇݓA;*  particle/sensitivityʯ'?AS 7+K wЇݓA;*  particle/specificity`yO?In3g'F [ԇݓA;*  particle/f_scorez?_6OW ݓA;*( & validation_average_jet_accuracyŁ>]'97 ݓA;*+ ) "Purity/*FRt*SRqqt2FBt/SRqqt_purityG>p͸97 UݓA;*+ ) "Purity/*FRt1SRqqt2FBt/event_purity.B97 ݓA;*+ ) "Purity/*FRt1SRqqt2FBt/SRqqt_purityG>XxZ7Y |ݓA;*) ' Purity/*FRt1SRqqt2FBt/FBt_purityz4?O97 ݓA;*+ ) "Purity/0FRt*SRqqt2FBt/SRqqt_purityUU>OT;&97 NݓA;*+ ) "Purity/0FRt1SRqqt2FBt/event_purity097  ݓA;*+ ) "Purity/0FRt1SRqqt2FBt/SRqqt_purityUU>ӓI7Y )ݓA;*) ' Purity/0FRt1SRqqt2FBt/FBt_purity6?¤~7Y $ݓA;*) ' Purity/2FRt*SRqqt*FBt/FBt_purity?Z/97 LݓA;*+ ) "Purity/2FRt*SRqqt1FBt/event_purity'X7Y ݓA;*) ' Purity/2FRt*SRqqt1FBt/FRt_purityn۶>0W97 `] ݓA;*+ ) "Purity/2FRt*SRqqt1FBt/SRqqt_purity?b7Y !,ݓA;*) ' Purity/2FRt*SRqqt1FBt/FBt_purity?]>7Y 5ݓA;*) ' Purity/2FRt1SRqqt*FBt/FBt_purity?ᦁq97 W:ݓA;*+ ) "Purity/2FRt1SRqqt1FBt/event_purityU7Y @Y?ݓA;*) ' Purity/2FRt1SRqqt1FBt/FRt_purity?U.597 0CݓA;*+ ) "Purity/2FRt1SRqqt1FBt/SRqqt_purity?&77Y bbSݓA;*) ' Purity/2FRt1SRqqt1FBt/FBt_purity?T* WݓA;*  jet/accuracy_1_of_4?i * f\ݓA;*  jet/accuracy_2_of_4?* `ݓA;*  jet/accuracy_3_of_4>9* leݓA;*  jet/accuracy_4_of_4*/m]P (jݓA;*!  particle/accuracy_1_of_4?{*s/m]P nݓA;*!  particle/accuracy_2_of_4?np/m]P O7sݓA;*!  particle/accuracy_3_of_4?xJ/m]P ,xݓA;*!  particle/accuracy_4_of_4?*97 |ݓA;*+ ) "Purity/2FRt*SRqqt2FBt/event_purityrt 7Y IݓA;*) ' Purity/2FRt*SRqqt2FBt/FRt_purity>{7Y /先ݓA;*) ' Purity/2FRt*SRqqt2FBt/FBt_purity?;7Y pݓA;*) ' Purity/2FRt0SRqqt*FBt/FBt_purity?@ϝ97 RݓA;*+ ) "Purity/2FRt0SRqqt2FBt/event_purityhO7Y ݓA;*) ' Purity/2FRt0SRqqt2FBt/FRt_purity>7Y ݓA;*) ' Purity/2FRt0SRqqt2FBt/FBt_purity?m 97 /ݓA;*+ ) "Purity/2FRt0SRqqt1FBt/event_purity7Y ݓA;*) ' Purity/2FRt0SRqqt1FBt/FRt_purity>.)i7Y RݓA;*) ' Purity/2FRt0SRqqt1FBt/FBt_purity?~s7Y PݓA;*) ' Purity/*FRt1SRqqt2FBt/FRt_purity?R297 %ݓA;*+ ) "Purity/1FRt*SRqqt2FBt/SRqqt_purity?/97 ƈݓA;*+ ) "Purity/1FRt1SRqqt2FBt/event_purity,-ͫ7Y xˈݓA;*) ' Purity/1FRt1SRqqt2FBt/FRt_purity?3297 $ЈݓA;*+ ) "Purity/1FRt1SRqqt2FBt/SRqqt_purity?7Y ԈݓA;*) ' Purity/1FRt1SRqqt2FBt/FBt_purity?e}[7Y |وݓA;*) ' Purity/*FRt2SRqqt1FBt/FRt_purityl7Y RވݓA;*) ' Purity/1FRt2SRqqt*FBt/FBt_purity?6@97 ݓA;*+ ) "Purity/1FRt2SRqqt1FBt/event_purity/O7Y [ݓA;*) ' Purity/1FRt2SRqqt1FBt/FRt_puritya\l97 d+ݓA;*+ ) "Purity/1FRt2SRqqt1FBt/SRqqt_purity? 7Y xݓA;*) ' Purity/1FRt2SRqqt1FBt/FBt_purity? '=97 ݓA;*+ ) "Purity/2FRt2SRqqt*FBt/event_purityi 7Y ݓA;*) ' Purity/2FRt2SRqqt*FBt/FRt_purity797 ݓA;*+ ) "Purity/2FRt2SRqqt*FBt/SRqqt_purity?5&b97 ݓA;*+ ) "Purity/2FRt2SRqqt0FBt/event_purity^67Y d ݓA;*) ' Purity/2FRt2SRqqt0FBt/FRt_purityay97 (ݓA;*+ ) "Purity/2FRt2SRqqt0FBt/SRqqt_purity?CC)97 ݓA;*+ ) "Purity/*FRt2SRqqt2FBt/event_purity 97 rݓA;*+ ) "Purity/*FRt2SRqqt2FBt/SRqqt_purityI=7Y ݓA;*) ' Purity/*FRt2SRqqt2FBt/FBt_purity?~97 "ݓA;*+ ) "Purity/0FRt2SRqqt2FBt/event_purityit97 x&ݓA;*+ ) "Purity/0FRt2SRqqt2FBt/SRqqt_purity8u7Y {-ݓA;*) ' Purity/0FRt2SRqqt2FBt/FBt_purity?2y qt1ݓA;* epochA4#wC ~ݓA<*  lr-AdamW/pg19/+ #wC ݓA<*  lr-AdamW/pg29- S }N oݓA<*E C 7DeviceStatsMonitor.on_train_batch_start/active.all.peak@=FH Zo (ݓA<*L J CDeviceStatsMonitor.on_train_batch_start/active.large_pool.allocated bL;X/ NݓA<*J H ADeviceStatsMonitor.on_train_batch_start/active.large_pool.current@bVN- vݓA<*H F ?DeviceStatsMonitor.on_train_batch_start/active.large_pool.freed bLVU ݓA<*G E >DeviceStatsMonitor.on_train_batch_start/active.large_pool.peakD]Zo ݓA<*L J CDeviceStatsMonitor.on_train_batch_start/active.small_pool.allocatedL?sX/ VݓA<*J H ADeviceStatsMonitor.on_train_batch_start/active.small_pool.current8FVN- ċݓA<*H F ?DeviceStatsMonitor.on_train_batch_start/active.small_pool.freed L:^U _CɋݓA<*G E >DeviceStatsMonitor.on_train_batch_start/active.small_pool.peakhDeviceStatsMonitor.on_train_batch_start/active_bytes.all.freedX7lT_QE nݓA<*F D =DeviceStatsMonitor.on_train_batch_start/active_bytes.all.peak4PB`(! 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loss/SRqqt1/detection_loss@81 t-ޓAA*# ! loss/SRqqt2/detection_lossRG9Ѹ/m]P V-ޓAA*!  loss/FBt1/detection_loss؞49/m]P a-ޓAA*!  loss/FBt2/detection_loss:x&sO -ޓAA*  loss/total_loss*;(\ X-ޓAA* epoch A,* ;ޓAA*  loss/val_total_lossI<_97 ;ޓAA*+ ) "Purity/*FRt*SRqqt*FBt/event_purityl>^=`I m;ޓAA*/ - &Purity/*FRt*SRqqt*FBt/event_proportion@j?й7Y ;ޓAA*) ' Purity/*FRt*SRqqt*FBt/FRt_purity=i5497 ;ޓAA*+ ) "Purity/*FRt*SRqqt*FBt/SRqqt_purity׃>,7Y ;ޓAA*) ' Purity/*FRt*SRqqt*FBt/FBt_purityKnx?RK 97 ;ޓAA*+ ) "Purity/*FRt*SRqqt0FBt/event_purity}p>2 V=`I !;ޓAA*/ - &Purity/*FRt*SRqqt0FBt/event_proportionM?잯7Y B;ޓAA*) ' Purity/*FRt*SRqqt0FBt/FRt_purity59=Z^/97 f;ޓAA*+ ) "Purity/*FRt*SRqqt0FBt/SRqqt_purityv >s97 ;ޓAA*+ ) "Purity/*FRt*SRqqt1FBt/event_purity#1?"w}=`I ;ޓAA*/ - &Purity/*FRt*SRqqt1FBt/event_proportionf=7Y 3<ޓAA*) ' Purity/*FRt*SRqqt1FBt/FRt_purity]>@97 <ޓAA*+ ) "Purity/*FRt*SRqqt1FBt/SRqqt_purity>Fr7Y <ޓAA*) ' Purity/*FRt*SRqqt1FBt/FBt_purity~8}?097 )S <ޓAA*+ ) 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Purity/*FRt2SRqqt0FBt/FRt_purityY>z 97 <ޓAA*+ ) "Purity/*FRt2SRqqt0FBt/SRqqt_purity6*>97 %<ޓAA*+ ) "Purity/*FRt2SRqqt1FBt/event_purity3=`I s=ޓAA*/ - &Purity/*FRt2SRqqt1FBt/event_proportion:Hz97 b=ޓAA*+ ) "Purity/*FRt2SRqqt1FBt/SRqqt_purity>/a7Y w =ޓAA*) ' Purity/*FRt2SRqqt1FBt/FBt_purityb'v?#Y=`I =ޓAA*/ - &Purity/*FRt2SRqqt2FBt/event_proportion7`97 ̟=ޓAA*+ ) "Purity/0FRt*SRqqt*FBt/event_puritya>A=`I #)=ޓAA*/ - &Purity/0FRt*SRqqt*FBt/event_proportion7?J+7Y W4=ޓAA*) ' Purity/0FRt*SRqqt*FBt/FBt_purityUx?rB97 9=ޓAA*+ ) "Purity/0FRt*SRqqt0FBt/event_purity^>Kr'=`I n?=ޓAA*/ - &Purity/0FRt*SRqqt0FBt/event_proportion3#?U|e97 C=ޓAA*+ ) "Purity/0FRt*SRqqt0FBt/SRqqt_purityڧ>4 97 8LH=ޓAA*+ ) "Purity/0FRt*SRqqt1FBt/event_purityP7Y ]U=ޓAA*) ' Purity/0FRt*SRqqt1FBt/FBt_purity}}?97 /Y=ޓAA*+ ) "Purity/0FRt*SRqqt2FBt/event_purityK?9i=`I ^=ޓAA*/ - &Purity/0FRt*SRqqt2FBt/event_proportion<\m7Y ob=ޓAA*) ' Purity/0FRt*SRqqt2FBt/FBt_purityk?`97 f=ޓAA*+ ) "Purity/0FRt0SRqqt*FBt/event_purityMdu?8"-=`I =k=ޓAA*/ - 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&Purity/*FRt0SRqqt2FBt/event_proportionff<47Y lHAG*) ' Purity/*FRt0SRqqt2FBt/FRt_puritypg??07Y AG*) ' Purity/*FRt0SRqqt2FBt/FBt_purity t?{997 tP AG*+ ) "Purity/*FRt1SRqqt*FBt/event_purity>TES=`I AG*/ - &Purity/*FRt1SRqqt*FBt/event_proportionf?K7Y VAG*) ' Purity/*FRt1SRqqt*FBt/FRt_purityU><97 AG*+ ) "Purity/*FRt1SRqqt*FBt/SRqqt_purity>.7Y ]AG*) ' Purity/*FRt1SRqqt*FBt/FBt_purity}?!V?97 "AG*+ ) "Purity/*FRt1SRqqt0FBt/event_purity>#=`I 'AG*/ - &Purity/*FRt1SRqqt0FBt/event_proportion?b7Y F!3AG*) ' Purity/*FRt1SRqqt0FBt/FRt_purity-#>97 i7AG*+ ) "Purity/*FRt1SRqqt0FBt/SRqqt_purity>97 g;d-=`I KAAG*/ - &Purity/*FRt1SRqqt1FBt/event_proportion< `F7Y GAG*) ' Purity/*FRt1SRqqt1FBt/FRt_purity&?pq97 78LAG*+ ) "Purity/*FRt1SRqqt1FBt/SRqqt_purityr>'7Y [QAG*) ' Purity/*FRt1SRqqt1FBt/FBt_purityj?=`I uVAG*/ - &Purity/*FRt1SRqqt2FBt/event_proportion:$97 G[AG*+ ) "Purity/*FRt2SRqqt*FBt/event_purity@=أ=`I _AG*/ - &Purity/*FRt2SRqqt*FBt/event_proportion =bi7Y dAG*) ' Purity/*FRt2SRqqt*FBt/FRt_purity;C>y97 /PkAG*+ ) "Purity/*FRt2SRqqt*FBt/SRqqt_purityLc>x,7Y ^pAG*) ' Purity/*FRt2SRqqt*FBt/FBt_purity?(497 NuAG*+ ) "Purity/*FRt2SRqqt0FBt/event_purityS=甞n=`I ߯yAG*/ - &Purity/*FRt2SRqqt0FBt/event_proportion٢=.DU7Y ~AG*) ' Purity/*FRt2SRqqt0FBt/FRt_purity;C>W97 ŃAG*+ ) "Purity/*FRt2SRqqt0FBt/SRqqt_purity> yrj97 AG*+ ) "Purity/*FRt2SRqqt1FBt/event_purityO\=`I drAG*/ - &Purity/*FRt2SRqqt1FBt/event_proportion:Eh97 UAG*+ ) "Purity/*FRt2SRqqt1FBt/SRqqt_purityb'v>7Y ԞAG*) ' Purity/*FRt2SRqqt1FBt/FBt_purity?f#=`I sAG*/ - &Purity/*FRt2SRqqt2FBt/event_proportion7 97 ȨAG*+ ) "Purity/0FRt*SRqqt*FBt/event_purity > )=`I l1AG*/ - &Purity/0FRt*SRqqt*FBt/event_proportion7?HȖ97 AG*+ ) "Purity/0FRt*SRqqt*FBt/SRqqt_purityc>u7Y b䶝AG*) ' Purity/0FRt*SRqqt*FBt/FBt_purity;C{?=0U97 =AG*+ ) "Purity/0FRt*SRqqt0FBt/event_purity/w>ĩ=`I CAG*/ - &Purity/0FRt*SRqqt0FBt/event_proportion3#?U97 ÝAG*+ ) "Purity/0FRt*SRqqt0FBt/SRqqt_purity^>˨97 .dȝAG*+ ) "Purity/0FRt*SRqqt1FBt/event_purityE? =`I ̝AG*/ - &Purity/0FRt*SRqqt1FBt/event_proportion =S97 xFѝAG*+ ) "Purity/0FRt*SRqqt1FBt/SRqqt_purity > 7Y ՝AG*) ' Purity/0FRt*SRqqt1FBt/FBt_purity:W~?x97 &ڝAG*+ ) "Purity/0FRt*SRqqt2FBt/event_purityX?k=`I }ޝAG*/ - &Purity/0FRt*SRqqt2FBt/event_proportion<7Y AG*) ' Purity/0FRt*SRqqt2FBt/FBt_purityOs?UT97 DmAG*+ ) "Purity/0FRt0SRqqt*FBt/event_purity`y?=`I AG*/ - &Purity/0FRt0SRqqt*FBt/event_proportionf&="7Y eAG*) ' Purity/0FRt0SRqqt*FBt/FBt_purity~z?r)97 tAG*+ ) "Purity/0FRt0SRqqt0FBt/event_purity?hP=`I @AG*/ - &Purity/0FRt0SRqqt0FBt/event_proportion=97 AG*+ ) "Purity/0FRt0SRqqt1FBt/event_purity}?L=`I AG*/ - &Purity/0FRt0SRqqt1FBt/event_proportionLh=o7Y AG*) ' Purity/0FRt0SRqqt1FBt/FBt_purity}?"H97 CbAG*+ ) "Purity/0FRt0SRqqt2FBt/event_purityDi?3)=`I cG#AG*/ - &Purity/0FRt0SRqqt2FBt/event_proportionxR=`I D0AG*/ - &Purity/0FRt1SRqqt*FBt/event_proportionf? 97 W5AG*+ ) "Purity/0FRt1SRqqt*FBt/SRqqt_purity>qqz7Y %:AG*) ' Purity/0FRt1SRqqt*FBt/FBt_purityR}?l*97 2>AG*+ ) "Purity/0FRt1SRqqt0FBt/event_purity>)==`I /CAG*/ - &Purity/0FRt1SRqqt0FBt/event_proportion ?$697 JAG*+ ) "Purity/0FRt1SRqqt0FBt/SRqqt_purity>_ Z97 ?OAG*+ ) "Purity/0FRt1SRqqt1FBt/event_purityb>*=`I E%UAG*/ - &Purity/0FRt1SRqqt1FBt/event_proportion33<ʄS97 WYAG*+ ) "Purity/0FRt1SRqqt1FBt/SRqqt_purity[4>%@7Y d^AG*) ' Purity/0FRt1SRqqt1FBt/FBt_purity_?+=`I cAG*/ - &Purity/0FRt1SRqqt2FBt/event_proportionff:lX97 CgAG*+ ) "Purity/0FRt2SRqqt*FBt/event_purityb4= =`I llAG*/ - &Purity/0FRt2SRqqt*FBt/event_proportion3=97 qAG*+ ) "Purity/0FRt2SRqqt*FBt/SRqqt_purity>Y7Y uAG*) ' Purity/0FRt2SRqqt*FBt/FBt_purity??|97 f{AG*+ ) "Purity/0FRt2SRqqt0FBt/event_purityb=B=`I FjAG*/ - &Purity/0FRt2SRqqt0FBt/event_proportion͌=-97 AG*+ ) "Purity/0FRt2SRqqt0FBt/SRqqt_purity;>E97 PdAG*+ ) "Purity/0FRt2SRqqt1FBt/event_purityY=`I AG*/ - &Purity/0FRt2SRqqt1FBt/event_proportionff: 97 諙AG*+ ) "Purity/0FRt2SRqqt1FBt/SRqqt_purityNl>C7Y RAG*) ' Purity/0FRt2SRqqt1FBt/FBt_purity?9=`I AG*/ - &Purity/0FRt2SRqqt2FBt/event_proportion7g 97 ΧAG*+ ) "Purity/1FRt*SRqqt*FBt/event_purity|><=`I paAG*/ - &Purity/1FRt*SRqqt*FBt/event_proportionJ>:1+7Y {AG*) ' Purity/1FRt*SRqqt*FBt/FRt_purityD>iDS)97 KAG*+ ) "Purity/1FRt*SRqqt*FBt/SRqqt_purityS>R=b7Y uAG*) ' Purity/1FRt*SRqqt*FBt/FBt_purityVr}?N97 sŞAG*+ ) "Purity/1FRt*SRqqt0FBt/event_purity=[=`I uɞAG*/ - &Purity/1FRt*SRqqt0FBt/event_proportion@>B7Y ͞AG*) ' Purity/1FRt*SRqqt0FBt/FRt_purityӶ>o2{97 %ҞAG*+ ) "Purity/1FRt*SRqqt0FBt/SRqqt_purityص>/w97 ;{֞AG*+ ) "Purity/1FRt*SRqqt1FBt/event_purity::>g =`I ܞAG*/ - &Purity/1FRt*SRqqt1FBt/event_proportion<7Y "AG*) ' Purity/1FRt*SRqqt1FBt/FRt_purity}#?I7OS97 AG*+ ) "Purity/1FRt*SRqqt1FBt/SRqqt_puritya?) *7Y iAG*) ' Purity/1FRt*SRqqt1FBt/FBt_purity*\?/B97 0AG*+ ) "Purity/1FRt*SRqqt2FBt/event_purityj/?D=`I WAG*/ - &Purity/1FRt*SRqqt2FBt/event_proportion33:o7Y AG*) ' Purity/1FRt*SRqqt2FBt/FRt_purityk?ȱ!7Y _\ AG*) ' Purity/1FRt*SRqqt2FBt/FBt_purityHlu?h97 AG*+ ) "Purity/1FRt0SRqqt*FBt/event_puritys>S}=`I AG*/ - &Purity/1FRt0SRqqt*FBt/event_proportion33+>7Y AG*) ' Purity/1FRt0SRqqt*FBt/FRt_purity>gϽ7Y AG*) ' Purity/1FRt0SRqqt*FBt/FBt_puritySi|?ê܌97 #AG*+ ) "Purity/1FRt0SRqqt0FBt/event_purityc=W'j=`I l\(AG*/ - &Purity/1FRt0SRqqt0FBt/event_proportionY$>)om7Y ,AG*) ' Purity/1FRt0SRqqt0FBt/FRt_purityc=97 k31AG*+ ) "Purity/1FRt0SRqqt1FBt/event_purityI?)=`I ~8AG*/ - &Purity/1FRt0SRqqt1FBt/event_proportion33;K~zm7Y 6=AG*) ' Purity/1FRt0SRqqt1FBt/FRt_purity-?'<7Y AAG*) ' Purity/1FRt0SRqqt1FBt/FBt_purityff~?AmG97 7FAG*+ ) "Purity/1FRt0SRqqt2FBt/event_purity[1?K"#=`I JAG*/ - &Purity/1FRt0SRqqt2FBt/event_proportion:7Y PSOAG*) ' Purity/1FRt0SRqqt2FBt/FRt_purityk?a7Y yXAG*) ' Purity/1FRt0SRqqt2FBt/FBt_purityHlu?5in97 0k]AG*+ ) "Purity/1FRt1SRqqt*FBt/event_purity1=X =`I aAG*/ - &Purity/1FRt1SRqqt*FBt/event_proportionff<97Y ygAG*) ' Purity/1FRt1SRqqt*FBt/FRt_purityX>ɳe97 PmAG*+ ) "Purity/1FRt1SRqqt*FBt/SRqqt_purity>/7Y _rAG*) ' Purity/1FRt1SRqqt*FBt/FBt_purity?97 wAG*+ ) "Purity/1FRt1SRqqt0FBt/event_purity9=Lln=`I + |AG*/ - &Purity/1FRt1SRqqt0FBt/event_proportion33A 97 AG*+ ) "Purity/1FRt1SRqqt0FBt/SRqqt_purityz;>{97 `AG*+ ) "Purity/1FRt1SRqqt1FBt/event_purity >=`I AG*/ - &Purity/1FRt1SRqqt1FBt/event_proportionH;EXN7Y ƚAG*) ' Purity/1FRt1SRqqt1FBt/FRt_purity&?97 sAG*+ ) "Purity/1FRt1SRqqt1FBt/SRqqt_purityK?B7Y AG*) ' Purity/1FRt1SRqqt1FBt/FBt_purity?(P=`I ƨAG*/ - &Purity/1FRt1SRqqt2FBt/event_proportion7C"k97 pAG*+ ) "Purity/1FRt2SRqqt*FBt/event_purity:=`I AG*/ - &Purity/1FRt2SRqqt*FBt/event_proportionh;{O47Y AG*) ' Purity/1FRt2SRqqt*FBt/FRt_purity^E>j.97 VnAG*+ ) "Purity/1FRt2SRqqt*FBt/SRqqt_purityL>XS97 AG*+ ) "Purity/1FRt2SRqqt0FBt/event_purityJ]R=`I ͟AG*/ - &Purity/1FRt2SRqqt0FBt/event_proportionfff;GZu7Y BܟAG*) ' Purity/1FRt2SRqqt0FBt/FRt_purity^E>|Mm97 wAG*+ ) "Purity/1FRt2SRqqt0FBt/SRqqt_purityL>tm=`I TIAG*/ - &Purity/1FRt2SRqqt1FBt/event_proportion7KY=`I :OAG*/ - &Purity/1FRt2SRqqt2FBt/event_proportion̟z97 AG*+ ) "Purity/2FRt*SRqqt*FBt/event_purityLː[697 AG*+ ) "Purity/2FRt*SRqqt*FBt/SRqqt_purity ?K97 AG*+ ) "Purity/2FRt*SRqqt0FBt/event_purity׹r<~C=`I CAG*/ - &Purity/2FRt*SRqqt0FBt/event_proportion:A7Y AG*) ' Purity/2FRt*SRqqt0FBt/FRt_purity>Es~97 AG*+ ) "Purity/2FRt*SRqqt0FBt/SRqqt_purity/>=.=`I SAG*/ - &Purity/2FRt*SRqqt1FBt/event_proportion3339:=`I CAG*/ - &Purity/2FRt*SRqqt2FBt/event_proportionL8o97 $AG*+ ) "Purity/2FRt0SRqqt*FBt/event_purityk_<ûl=`I ԟ)AG*/ - &Purity/2FRt0SRqqt*FBt/event_proportion:4H7Y ".AG*) ' Purity/2FRt0SRqqt*FBt/FRt_purity?K>`97 \2AG*+ ) "Purity/2FRt0SRqqt0FBt/event_purity ]6R=`I dFAG*/ - &Purity/2FRt0SRqqt1FBt/event_proportion9}[fN=`I JAG*/ - &Purity/2FRt0SRqqt2FBt/event_proportionL8_vX97 mOAG*+ ) "Purity/2FRt1SRqqt*FBt/event_purityrã0=`I SAG*/ - &Purity/2FRt1SRqqt*FBt/event_proportionff9+'7Y MXAG*) ' Purity/2FRt1SRqqt*FBt/FRt_purity/=pD97 N\AG*+ ) "Purity/2FRt1SRqqt*FBt/SRqqt_purity ?5(97 $aAG*+ ) "Purity/2FRt1SRqqt0FBt/event_purity=`I DeAG*/ - &Purity/2FRt1SRqqt0FBt/event_proportioň9v 7Y jAG*) ' Purity/2FRt1SRqqt0FBt/FRt_purity9=`I X"sAG*/ - &Purity/2FRt1SRqqt1FBt/event_proportionL8z1=`I xAG*/ - &Purity/2FRt1SRqqt2FBt/event_proportionг=`I AG*/ - &Purity/2FRt2SRqqt*FBt/event_proportionL8u=`I AAG*/ - &Purity/2FRt2SRqqt0FBt/event_proportionL8V6=`I ȉAG*/ - &Purity/2FRt2SRqqt1FBt/event_proportion7,ڶ=`I AG*/ - &Purity/2FRt2SRqqt2FBt/event_proportion* AG*  jet/accuracy_1_of_1M>ȍ@* 7AG*  jet/accuracy_1_of_2z-? U* kAG*  jet/accuracy_2_of_2nt>u* 3@AG*  jet/accuracy_1_of_3R/m]P AG*!  particle/accuracy_1_of_1?d/m]P mĠAG*!  particle/accuracy_1_of_2?K /m]P ʠAG*!  particle/accuracy_2_of_2?>E/m]P {ΠAG*!  particle/accuracy_1_of_3?ez/m]P CӠAG*!  particle/accuracy_2_of_3?V/m]P 1ؠAG*!  particle/accuracy_3_of_3?a(pJ ܠAG*  particle/accuracyD?ٴ(+K AG*  particle/sensitivityCB? +K 9AG*  particle/specificitytE?q'F AG*  particle/f_scoreH ?"6OW AG*( & validation_average_jet_accuracyb>97 ;AG*+ ) "Purity/*FRt*SRqqt2FBt/SRqqt_purity>Ixj97 AG*+ ) "Purity/*FRt1SRqqt2FBt/event_purityr"97 QAG*+ ) "Purity/*FRt1SRqqt2FBt/SRqqt_purity>7Y z3AG*) ' Purity/*FRt1SRqqt2FBt/FBt_purityŒ_?d搄97 qAG*+ ) "Purity/0FRt*SRqqt2FBt/SRqqt_purity >`X97 OuAG*+ ) "Purity/0FRt1SRqqt2FBt/event_purityex97 L@AG*+ ) "Purity/0FRt1SRqqt2FBt/SRqqt_purity8>Xb7Y oAG*) ' Purity/0FRt1SRqqt2FBt/FBt_purity8^?7Y AAG*) ' Purity/2FRt*SRqqt*FBt/FBt_purity?&%d97 z#AG*+ ) "Purity/2FRt*SRqqt1FBt/event_purityN;7Y 'AG*) ' Purity/2FRt*SRqqt1FBt/FRt_purity?ķ;97 .AG*+ ) "Purity/2FRt*SRqqt1FBt/SRqqt_purity?3eJ7Y 7AG*) ' Purity/2FRt*SRqqt1FBt/FBt_purity?|07Y 4=AG*) ' Purity/2FRt1SRqqt*FBt/FBt_purity?]L97 AAG*+ ) "Purity/2FRt1SRqqt1FBt/event_purityq7Y EAG*) ' Purity/2FRt1SRqqt1FBt/FRt_purity?v97 :JAG*+ ) "Purity/2FRt1SRqqt1FBt/SRqqt_purity?7Y iNAG*) ' Purity/2FRt1SRqqt1FBt/FBt_purity?o$* SAG*  jet/accuracy_1_of_4p?1* pWAG*  jet/accuracy_2_of_4P?[l** [AG*  jet/accuracy_3_of_4>jo* 1<`AG*  jet/accuracy_4_of_4a/m]P gAG*! 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8DeviceStatsMonitor.on_train_batch_start/segment.all.peakfDo0d[ A]*M K DDeviceStatsMonitor.on_train_batch_start/segment.large_pool.allocated'DQYe m A]*K I BDeviceStatsMonitor.on_train_batch_start/segment.large_pool.current'DjjW溔 xA]*I G @DeviceStatsMonitor.on_train_batch_start/segment.large_pool.freed,VN- LA]*H F ?DeviceStatsMonitor.on_train_batch_start/segment.large_pool.peak'D }[ A]*M K DDeviceStatsMonitor.on_train_batch_start/segment.small_pool.allocated}CFYe ;A]*K I BDeviceStatsMonitor.on_train_batch_start/segment.small_pool.current}C4~1W溔 4A]*I G @DeviceStatsMonitor.on_train_batch_start/segment.small_pool.freed^(1VN-  A]*H F ?DeviceStatsMonitor.on_train_batch_start/segment.small_pool.peak}C PQټ Z7A]*C A :DeviceStatsMonitor.on_train_batch_end/active.all.allocated:DM)J7OlGO 7A]*A ? 8DeviceStatsMonitor.on_train_batch_end/active.all.currentxFž@M=cԦ 7A]*? = 6DeviceStatsMonitor.on_train_batch_end/active.all.freed68DMgLԢ ,7A]*> < 5DeviceStatsMonitor.on_train_batch_end/active.all.peak@=F X/ S7A]*J H ADeviceStatsMonitor.on_train_batch_end/active.large_pool.allocatedZLbVN- }7A]*H F ?DeviceStatsMonitor.on_train_batch_end/active.large_pool.current@aT_QE JMA]*F D =DeviceStatsMonitor.on_train_batch_end/active.large_pool.freedZL QoS }N QA]*E C DeviceStatsMonitor.on_train_batch_end/active_bytes.all.currentMCS }N wA]*E C DeviceStatsMonitor.on_train_batch_end/allocated_bytes.all.peak4P[^ad IWA]*S Q JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.allocatedOXD_P?( A]*Q O HDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.currentKn]a[ QA]*O M FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.freedOX[B\ A]*N L EDeviceStatsMonitor.on_train_batch_end/allocated_bytes.large_pool.peak-PM*ad #G A]*S Q JDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.allocatedU_P?( A]*Q O HDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.currentsMX9]a[ A]*O M FDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.freedzU6I\ A]*N L EDeviceStatsMonitor.on_train_batch_end/allocated_bytes.small_pool.peakPMΥwU hA]*G E >DeviceStatsMonitor.on_train_batch_end/allocation.all.allocated:DMS }N  A]*E C A]*I G @DeviceStatsMonitor.on_train_batch_end/allocation.large_pool.peakDrJ\ BA]*N L EDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.allocatedLGZo kGA]*L J CDeviceStatsMonitor.on_train_batch_end/allocation.small_pool.currentpF=8X/ BSA]*J H ADeviceStatsMonitor.on_train_batch_end/allocation.small_pool.freedLk^W溔 XA]*I G @DeviceStatsMonitor.on_train_batch_end/allocation.small_pool.peakhDeviceStatsMonitor.on_train_batch_end/inactive_split.all.freedeHL;[T_QE 3A]*F D =DeviceStatsMonitor.on_train_batch_end/inactive_split.all.peakFD[ `(! &DA]*R P IDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.allocatedsLfB^ذn A]*P N GDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.current@S\ mtA]*N L EDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.freedsL`[ A]*M K DDeviceStatsMonitor.on_train_batch_end/inactive_split.large_pool.peakC*"`(! 9:A]*R P IDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.allocated+DK3^ذn A]*P N GDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.currentC\ A]*N L EDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.freedCK;[ 6A]*M K DDeviceStatsMonitor.on_train_batch_end/inactive_split.small_pool.peakCJ_P?( A]*Q O HDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.allocatedB(XZ]a[ A]*O M FDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.currentMnH7[ ȼA]*M K DDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.freedB(Xy)mZo .A]*L J CDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.all.peak'OMfr;j A]*X V ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.allocatede%XVdC_ >A]*V T MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.currentKxyby`o U A]*T R KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.freede%XPad "A]*S Q JDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.large_pool.peak`O֓fr;j A]*X V ODeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.allocated TU6AdC_ #A]*V T MDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.current@1Lby`o 'A]*T R KDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.freedSUY.ad ,A]*S Q JDeviceStatsMonitor.on_train_batch_end/inactive_split_bytes.small_pool.peakMK \O3A]*= ; 4DeviceStatsMonitor.on_train_batch_end/max_split_sizeqfNĹ N7A]*@ > 7DeviceStatsMonitor.on_train_batch_end/num_alloc_retries3jM=cԦ p=A]*? 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M7Y 4wAk*) ' Purity/*FRt*SRqqt0FBt/FRt_purity0>& 97 SwAk*+ ) "Purity/*FRt*SRqqt0FBt/SRqqt_purity@z>RA)97 qwAk*+ ) "Purity/*FRt*SRqqt1FBt/event_purity+?Q=`I wAk*/ - &Purity/*FRt*SRqqt1FBt/event_proportionf=C7Y x3Ak*) ' Purity/*FRt*SRqqt1FBt/FRt_purity^>uT`97 oAk*+ ) "Purity/*FRt*SRqqt1FBt/SRqqt_purityĬ>ɺ7Y Ak*) ' Purity/*FRt*SRqqt1FBt/FBt_purity2|?{97 CAk*+ ) "Purity/*FRt*SRqqt2FBt/event_purityH;?=`I Ak*/ - &Purity/*FRt*SRqqt2FBt/event_proportion33<97Y Ak*) ' Purity/*FRt*SRqqt2FBt/FRt_purityN?Y7Y .Ak*) ' Purity/*FRt*SRqqt2FBt/FBt_purity-f?{&@97 D糸Ak*+ ) "Purity/*FRt0SRqqt*FBt/event_purity>@N=`I Ak*/ - &Purity/*FRt0SRqqt*FBt/event_proportionv>X\7Y Ak*) ' Purity/*FRt0SRqqt*FBt/FRt_purityO>s|{7Y -øAk*) ' Purity/*FRt0SRqqt*FBt/FBt_purityt?09b97 5ϸAk*+ ) "Purity/*FRt0SRqqt0FBt/event_purity=&=`I +ӸAk*/ - &Purity/*FRt0SRqqt0FBt/event_proportionf%>i* 7Y y۸Ak*) ' Purity/*FRt0SRqqt0FBt/FRt_purityU=D97 %Ak*+ ) "Purity/*FRt0SRqqt1FBt/event_purityXm?U$=`I lAk*/ - &Purity/*FRt0SRqqt1FBt/event_proportion33}=237Y Ak*) ' Purity/*FRt0SRqqt1FBt/FRt_purity,?f7Y f Ak*) ' Purity/*FRt0SRqqt1FBt/FBt_purity{?`97 EAk*+ ) "Purity/*FRt0SRqqt2FBt/event_purityRH?I+=`I ɢAk*/ - &Purity/*FRt0SRqqt2FBt/event_proportionff<96z7Y RAk*) ' Purity/*FRt0SRqqt2FBt/FRt_purityN?Q{7Y ,E Ak*) ' Purity/*FRt0SRqqt2FBt/FBt_purityg?3#97 P$Ak*+ ) "Purity/*FRt1SRqqt*FBt/event_purity7>N=`I +Ak*/ - &Purity/*FRt1SRqqt*FBt/event_proportionf?U7Y 00Ak*) ' Purity/*FRt1SRqqt*FBt/FRt_purityE>k97 D4Ak*+ ) "Purity/*FRt1SRqqt*FBt/SRqqt_purity>:7Y 8Ak*) ' Purity/*FRt1SRqqt*FBt/FBt_purity{?G؍97 |=Ak*+ ) "Purity/*FRt1SRqqt0FBt/event_purity'>=`I bGAk*/ - &Purity/*FRt1SRqqt0FBt/event_proportion?q7Y KAk*) ' Purity/*FRt1SRqqt0FBt/FRt_purity->H97 dXAk*+ ) "Purity/*FRt1SRqqt0FBt/SRqqt_purityѣ>< 97 ׍]Ak*+ ) "Purity/*FRt1SRqqt1FBt/event_purity3>\=`I eAk*/ - &Purity/*FRt1SRqqt1FBt/event_proportioneP97 pAk*+ ) "Purity/*FRt1SRqqt1FBt/SRqqt_purityx>gNC7Y uAk*) ' Purity/*FRt1SRqqt1FBt/FBt_purity>~?ҕ=`I `{Ak*/ - &Purity/*FRt1SRqqt2FBt/event_proportion:0jp97 쁹Ak*+ ) "Purity/*FRt2SRqqt*FBt/event_purityֈ=< k=`I R[Ak*/ - &Purity/*FRt2SRqqt*FBt/event_proportion =-M97Y NJAk*) ' Purity/*FRt2SRqqt*FBt/FRt_purityo6>u}A*97 ?Ak*+ ) "Purity/*FRt2SRqqt*FBt/SRqqt_purityi>m<7Y ۬Ak*) ' Purity/*FRt2SRqqt*FBt/FBt_purity?>,97 .Ak*+ ) "Purity/*FRt2SRqqt0FBt/event_purityY=(=`I NΝAk*/ - &Purity/*FRt2SRqqt0FBt/event_proportion٢=9R7Y Ak*) ' Purity/*FRt2SRqqt0FBt/FRt_purityo6>97 Ak*+ ) "Purity/*FRt2SRqqt0FBt/SRqqt_purityݮ>pF97 ׭Ak*+ ) "Purity/*FRt2SRqqt1FBt/event_purityT=`I ņAk*/ - &Purity/*FRt2SRqqt1FBt/event_proportion:$Z97 Ak*+ ) "Purity/*FRt2SRqqt1FBt/SRqqt_purityVU>7Y #ùAk*) ' Purity/*FRt2SRqqt1FBt/FBt_purity?r =`I ȹAk*/ - &Purity/*FRt2SRqqt2FBt/event_proportion7%97 4̹Ak*+ ) "Purity/0FRt*SRqqt*FBt/event_purityj>_X=`I BQֹAk*/ - &Purity/0FRt*SRqqt*FBt/event_proportion7?ۈ97 0ڹAk*+ ) "Purity/0FRt*SRqqt*FBt/SRqqt_purity>=Φ7Y Ak*) ' Purity/0FRt*SRqqt*FBt/FBt_purity~v?"^97 Ak*+ ) "Purity/0FRt*SRqqt0FBt/event_purity~>&?$=`I BAk*/ - &Purity/0FRt*SRqqt0FBt/event_proportion3#?"97 ^_Ak*+ ) "Purity/0FRt*SRqqt0FBt/SRqqt_purity>sr)97  Ak*+ ) "Purity/0FRt*SRqqt1FBt/event_purity6?_"l=`I ݶAk*/ - &Purity/0FRt*SRqqt1FBt/event_proportion =97 bAk*+ ) "Purity/0FRt*SRqqt1FBt/SRqqt_purityI>7Y Ak*) ' Purity/0FRt*SRqqt1FBt/FBt_purity|?#&x97 z Ak*+ ) "Purity/0FRt*SRqqt2FBt/event_purityA?b=`I ПAk*/ - &Purity/0FRt*SRqqt2FBt/event_proportion<"7Y Ak*) ' Purity/0FRt*SRqqt2FBt/FBt_purityE(f?>h97 8!Ak*+ ) "Purity/0FRt0SRqqt*FBt/event_purityvKr?7 =`I %Ak*/ - &Purity/0FRt0SRqqt*FBt/event_proportionf&=:7Y Z*Ak*) ' Purity/0FRt0SRqqt*FBt/FBt_purity.t?2ED97 /Ak*+ ) "Purity/0FRt0SRqqt0FBt/event_purity?C3=`I nb4Ak*/ - &Purity/0FRt0SRqqt0FBt/event_proportion=̓97 B9Ak*+ ) "Purity/0FRt0SRqqt1FBt/event_purityb{?V<=`I Ƥ@Ak*/ - &Purity/0FRt0SRqqt1FBt/event_proportionLh=l7Y aGAk*) ' Purity/0FRt0SRqqt1FBt/FBt_purityb{?1?97 ~=`I DbdAk*/ - &Purity/0FRt1SRqqt*FBt/event_proportionf? .97 iAk*+ ) "Purity/0FRt1SRqqt*FBt/SRqqt_purity;>!-ձ7Y mAk*) ' Purity/0FRt1SRqqt*FBt/FBt_purity{?楎97 tAk*+ ) "Purity/0FRt1SRqqt0FBt/event_purity_>J=`I 0sxAk*/ - &Purity/0FRt1SRqqt0FBt/event_proportion ?.J97 P~Ak*+ ) "Purity/0FRt1SRqqt0FBt/SRqqt_purity_>a@97 ƂAk*+ ) "Purity/0FRt1SRqqt1FBt/event_purity`9>#=`I EAk*/ - &Purity/0FRt1SRqqt1FBt/event_proportion33<,G97 {ڗAk*+ ) "Purity/0FRt1SRqqt1FBt/SRqqt_puritys>ܟ7Y {Ak*) ' Purity/0FRt1SRqqt1FBt/FBt_purity~?7=`I ?Ak*/ - &Purity/0FRt1SRqqt2FBt/event_proportionff:9Ӝ97 4Ak*+ ) "Purity/0FRt2SRqqt*FBt/event_purityRp=ݭ=`I %Ak*/ - &Purity/0FRt2SRqqt*FBt/event_proportion3=?97 QAk*+ ) "Purity/0FRt2SRqqt*FBt/SRqqt_purityBԪ>kf7Y Ak*) ' Purity/0FRt2SRqqt*FBt/FBt_purity?1197 EAk*+ ) "Purity/0FRt2SRqqt0FBt/event_puritye==`I Ak*/ - &Purity/0FRt2SRqqt0FBt/event_proportion͌=*97 jźAk*+ ) "Purity/0FRt2SRqqt0FBt/SRqqt_purityC>97 ɺAk*+ ) "Purity/0FRt2SRqqt1FBt/event_purityz"Q=`I WκAk*/ - &Purity/0FRt2SRqqt1FBt/event_proportionff:/\97 UԺAk*+ ) "Purity/0FRt2SRqqt1FBt/SRqqt_purityi>\57Y غAk*) ' Purity/0FRt2SRqqt1FBt/FBt_purity?=`I U޺Ak*/ - &Purity/0FRt2SRqqt2FBt/event_proportion7097 Ak*+ ) "Purity/1FRt*SRqqt*FBt/event_purity =]g.=`I g? Ak*/ - &Purity/1FRt*SRqqt*FBt/event_proportionJ>*O7Y Ak*) ' Purity/1FRt*SRqqt*FBt/FRt_purity >-~97 5VAk*+ ) "Purity/1FRt*SRqqt*FBt/SRqqt_purity`J>!7Y Ak*) ' Purity/1FRt*SRqqt*FBt/FBt_purityŜw? k]97 Ak*+ ) "Purity/1FRt*SRqqt0FBt/event_purityn=vK=`I #Ak*/ - &Purity/1FRt*SRqqt0FBt/event_proportion@>97Y (Ak*) ' Purity/1FRt*SRqqt0FBt/FRt_purityFk>#x97 ,Ak*+ ) "Purity/1FRt*SRqqt0FBt/SRqqt_purityR>yz97 L11Ak*+ ) "Purity/1FRt*SRqqt1FBt/event_puritys>|=`I ;Ak*/ - &Purity/1FRt*SRqqt1FBt/event_proportion<b7Y tAk*) ' Purity/1FRt*SRqqt1FBt/FRt_purity>c97 Ak*+ ) "Purity/1FRt*SRqqt1FBt/SRqqt_purity>>7Y @cAk*) ' Purity/1FRt*SRqqt1FBt/FBt_purityR}?+D97 xAk*+ ) "Purity/1FRt*SRqqt2FBt/event_purityV? u=`I ΙAk*/ - &Purity/1FRt*SRqqt2FBt/event_proportion33: 7Y |Ak*) ' Purity/1FRt*SRqqt2FBt/FRt_purityQ?PU-7Y }2Ak*) ' Purity/1FRt*SRqqt2FBt/FBt_purity Vh?97 ߧAk*+ ) "Purity/1FRt0SRqqt*FBt/event_purity׬>=`I \Ak*/ - &Purity/1FRt0SRqqt*FBt/event_proportion33+>˅Y7Y Ak*) ' Purity/1FRt0SRqqt*FBt/FRt_puritya>&7Y dAk*) ' Purity/1FRt0SRqqt*FBt/FBt_purityVu?6u^n97 ɻAk*+ ) "Purity/1FRt0SRqqt0FBt/event_purity%=^4=`I cλAk*/ - &Purity/1FRt0SRqqt0FBt/event_proportionY$>h7Y ΙԻAk*) ' Purity/1FRt0SRqqt0FBt/FRt_purity%=H397 nٻAk*+ ) "Purity/1FRt0SRqqt1FBt/event_purity>&ag=`I Q޻Ak*/ - &Purity/1FRt0SRqqt1FBt/event_proportion33;W"q7Y K]Ak*) ' Purity/1FRt0SRqqt1FBt/FRt_purityV?jN@7Y hAk*) ' Purity/1FRt0SRqqt1FBt/FBt_purityFk|?q97 ;Ak*+ ) "Purity/1FRt0SRqqt2FBt/event_purityH?=d=`I BAk*/ - &Purity/1FRt0SRqqt2FBt/event_proportion:ؕ<7Y xAk*) ' Purity/1FRt0SRqqt2FBt/FRt_purityQ?%7Y @Ak*) ' Purity/1FRt0SRqqt2FBt/FBt_purity Vh?[97 7Ak*+ ) "Purity/1FRt1SRqqt*FBt/event_purityg<=9=`I Ak*/ - &Purity/1FRt1SRqqt*FBt/event_proportionff<7Y u Ak*) ' Purity/1FRt1SRqqt*FBt/FRt_purityD>97 Ak*+ ) "Purity/1FRt1SRqqt*FBt/SRqqt_purity`>E!7Y Ak*) ' Purity/1FRt1SRqqt*FBt/FBt_purityP~?97 YAk*+ ) "Purity/1FRt1SRqqt0FBt/event_purity==`I Ak*/ - &Purity/1FRt1SRqqt0FBt/event_proportion33<#&}7Y ]#Ak*) ' Purity/1FRt1SRqqt0FBt/FRt_purityG->697 7,Ak*+ ) "Purity/1FRt1SRqqt0FBt/SRqqt_purity4>97 ק0Ak*+ ) "Purity/1FRt1SRqqt1FBt/event_purity>=`I 5Ak*/ - &Purity/1FRt1SRqqt1FBt/event_proportionH;Œ7Y ق9Ak*) ' Purity/1FRt1SRqqt1FBt/FRt_purity >ս97 =Ak*+ ) "Purity/1FRt1SRqqt1FBt/SRqqt_purityB>u57Y CAk*) ' Purity/1FRt1SRqqt1FBt/FBt_purityP~?LV=`I 1HAk*/ - &Purity/1FRt1SRqqt2FBt/event_proportion797 9LAk*+ ) "Purity/1FRt2SRqqt*FBt/event_purityG_=`I  QAk*/ - &Purity/1FRt2SRqqt*FBt/event_proportionh;7Y wUAk*) ' Purity/1FRt2SRqqt*FBt/FRt_purity@> r[97 _Ak*+ ) "Purity/1FRt2SRqqt*FBt/SRqqt_purityY>O97 DdAk*+ ) "Purity/1FRt2SRqqt0FBt/event_purityQ=`I mhAk*/ - &Purity/1FRt2SRqqt0FBt/event_proportionfff;&7Y aKmAk*) ' Purity/1FRt2SRqqt0FBt/FRt_purity@>v97 qAk*+ ) "Purity/1FRt2SRqqt0FBt/SRqqt_purityi><=`I hvAk*/ - &Purity/1FRt2SRqqt1FBt/event_proportion7χ=`I `zAk*/ - &Purity/1FRt2SRqqt2FBt/event_proportion|97 nAk*+ ) "Purity/2FRt*SRqqt*FBt/event_purity9cn7Y OBAk*) ' Purity/2FRt*SRqqt*FBt/FRt_purityww7> 97 }˒Ak*+ ) "Purity/2FRt*SRqqt*FBt/SRqqt_purity ?K97 Ak*+ ) "Purity/2FRt*SRqqt0FBt/event_purity A=`I Ak*/ - &Purity/2FRt*SRqqt0FBt/event_proportion:7Y Ak*) ' Purity/2FRt*SRqqt0FBt/FRt_purityֹ>".97 bAk*+ ) "Purity/2FRt*SRqqt0FBt/SRqqt_purity/>@=`I z춼Ak*/ - &Purity/2FRt*SRqqt1FBt/event_proportion3339A=`I 8Ak*/ - &Purity/2FRt*SRqqt2FBt/event_proportionL8nj97 Ak*+ ) "Purity/2FRt0SRqqt*FBt/event_purity>xb97 ҼAk*+ ) "Purity/2FRt0SRqqt0FBt/event_purity=`I `ܼAk*/ - &Purity/2FRt0SRqqt0FBt/event_proportionff:UR 7Y Ak*) ' Purity/2FRt0SRqqt0FBt/FRt_purity >wH=`I Ak*/ - &Purity/2FRt0SRqqt1FBt/event_proportion9=`I yAk*/ - &Purity/2FRt0SRqqt2FBt/event_proportionL8697 >9Ak*+ ) "Purity/2FRt1SRqqt*FBt/event_purityv9=`I c:Ak*/ - &Purity/2FRt1SRqqt*FBt/event_proportionff9J~7Y 4Ak*) ' Purity/2FRt1SRqqt*FBt/FRt_purity/h> F97 Ak*+ ) "Purity/2FRt1SRqqt*FBt/SRqqt_purity ?^97 EAk*+ ) "Purity/2FRt1SRqqt0FBt/event_purityȥ=`I Ak*/ - &Purity/2FRt1SRqqt0FBt/event_proportioň97Y Ak*) ' Purity/2FRt1SRqqt0FBt/FRt_purity*>397 !Ak*+ ) "Purity/2FRt1SRqqt0FBt/SRqqt_purity9>\=`I +Ak*/ - &Purity/2FRt1SRqqt1FBt/event_proportionL8=Ā=`I 1Ak*/ - &Purity/2FRt1SRqqt2FBt/event_proportion{=`I |j5Ak*/ - &Purity/2FRt2SRqqt*FBt/event_proportionL8 =`I 9Ak*/ - &Purity/2FRt2SRqqt0FBt/event_proportionL8--=`I >Ak*/ - &Purity/2FRt2SRqqt1FBt/event_proportion۷=`I {BAk*/ - &Purity/2FRt2SRqqt2FBt/event_proportion * IAk*  jet/accuracy_1_of_1>P)Y* ,PAk*  jet/accuracy_1_of_2H-?8T{* cTAk*  jet/accuracy_2_of_2?>,A* XAk*  jet/accuracy_1_of_3n?V0** pbAk*  jet/accuracy_2_of_3>Қ* mhAk*  jet/accuracy_3_of_3:>PL/m]P mAk*!  particle/accuracy_1_of_1?ӱe/m]P uAk*!  particle/accuracy_1_of_2?G/m]P yAk*!  particle/accuracy_2_of_2?ҏS/m]P i~Ak*!  particle/accuracy_1_of_3?%Z2/m]P D Ak*!  particle/accuracy_2_of_3?q6/m]P ϨAk*!  particle/accuracy_3_of_3?`k(pJ Ak*  particle/accuracy]J?+K 쓽Ak*  particle/sensitivityC"?V$+K _XAk*  particle/specificityVS?ik'F ÜAk*  particle/f_score?`6OW /Ak*( & validation_average_jet_accuracy>97 ХAk*+ ) "Purity/*FRt*SRqqt2FBt/SRqqt_purity>597 $OAk*+ ) "Purity/*FRt1SRqqt2FBt/event_purity797 +ۯAk*+ ) "Purity/*FRt1SRqqt2FBt/SRqqt_purity> 7Y F"Ak*) ' Purity/*FRt1SRqqt2FBt/FBt_puritydO?Y97 h½Ak*+ ) "Purity/0FRt*SRqqt2FBt/SRqqt_purityq>@97 {:ǽAk*+ ) "Purity/0FRt1SRqqt2FBt/event_purityvZq{97 ˽Ak*+ ) "Purity/0FRt1SRqqt2FBt/SRqqt_purityq>Z7Y v|нAk*) ' Purity/0FRt1SRqqt2FBt/FBt_purityM?6'7Y xսAk*) ' Purity/2FRt*SRqqt*FBt/FBt_purity?si}97 %ٽAk*+ ) "Purity/2FRt*SRqqt1FBt/event_purity%I>_j7Y I(޽Ak*) ' Purity/2FRt*SRqqt1FBt/FRt_purity?f97 Ak*+ ) "Purity/2FRt*SRqqt1FBt/SRqqt_purity?ׯVE7Y RAk*) ' Purity/2FRt*SRqqt1FBt/FBt_purity?0u7Y Ak*) ' Purity/2FRt1SRqqt*FBt/FBt_purity? 97 Ak*+ ) "Purity/2FRt1SRqqt1FBt/event_purity/%7Y uAk*) ' Purity/2FRt1SRqqt1FBt/FRt_purity?m^C97 7Ak*+ ) "Purity/2FRt1SRqqt1FBt/SRqqt_purity?O7Y Ğ Ak*) ' Purity/2FRt1SRqqt1FBt/FBt_purity? &* hlAk*  jet/accuracy_1_of_4p?U* ЫAk*  jet/accuracy_2_of_4P?/jn* >aAk*  jet/accuracy_3_of_4>~1?* i"Ak*  jet/accuracy_4_of_4},j/m]P &Ak*! 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