HH r3A brain.Event:2R. ,tensorboard.summary.writer.event_file_writerT`/# DTA*  hp_metricwhv5 pTA* _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_metricfJ{ A TA*  _hparams_/session_start_infoJ  hparams H training_file75/data/spatop/tpm70_wpm30_FB350_training/all_merged.h5 num_detector_layers @ " regression_loss_scale  combinatorial_scale   partial_events ?  l2_penalty -C6*? # pairwise_embedding_dim  @ # position_embedding_dim P@ J event_info_file75/data/spatop/event_files/v11/tt_hadronic_v7_full.yaml  skip_connections ?  transformer_dim `@  kl_loss_scale   masking Filling num_attention_heads  @ $ linear_prelu_activation ? " assignment_loss_scale ? $ use_mass_classification  " dataset_randomization  num_experts_per_tok @  usable_gpus  testing_file  optimizerAdamW  num_gpu ?  validation_file ( learning_rate_warmup_epochs ?  pairwise_input_sourceall  limit_to_num_jets   dropout ? # num_jet_encoder_layers @  linear_activationgelu  verbose_output   use_moe   transformer_typeGated  batch_size @  linear_block_typeGRU  num_experts  @  normalize_features ?  num_encoder_layers @ # num_dataloader_workers  " mask_sequence_vectors ?  epochs @@ # train_validation_split ffffff?  hidden_dim `@ ! learning_rate_cycles ?  balance_jets   combine_pair_lossmin  gradient_clip $@ ! detection_loss_scale ? " num_pairwise_features @ ! num_embedding_layers $@ ( num_branch_embedding_layers @ $ balance_classifications   moe_loss_scale {Gz?  focal_gamma  & use_pairwise_interactions ? & classification_loss_scale   dataset_limit ? " transformer_dim_scale @  balance_particles  # trial_output_dir ./test_output % num_jet_embedding_layers   trial_time  limit_val_batches ?  balance_losses ?  learning_rate -C6:? 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97 `yA*+ ) "Purity/*FRt*SRqqt2FBt/event_purityu^?(?=`I HA*/ - &Purity/*FRt*SRqqt2FBt/event_proportion33<>%7Y ˄A*) ' Purity/*FRt*SRqqt2FBt/FRt_purityjn?-<V7Y ۼA*) ' Purity/*FRt*SRqqt2FBt/FBt_puritye|?%ּ97 J A*+ ) "Purity/*FRt0SRqqt*FBt/event_purityf>21=`I {A*/ - &Purity/*FRt0SRqqt*FBt/event_proportionv> 7Y ML%A*) ' Purity/*FRt0SRqqt*FBt/FRt_purity =7Y :2A*) ' Purity/*FRt0SRqqt*FBt/FBt_puritye~?f-297 =A*+ ) "Purity/*FRt0SRqqt0FBt/event_purity L=&Iw=`I JEA*/ - &Purity/*FRt0SRqqt0FBt/event_proportionf%>If7Y VMA*) ' Purity/*FRt0SRqqt0FBt/FRt_purityL=dG97 wYA*+ ) "Purity/*FRt0SRqqt1FBt/event_purityhx?j=`I aA*/ - &Purity/*FRt0SRqqt1FBt/event_proportion33}=E-7Y FhA*) ' Purity/*FRt0SRqqt1FBt/FRt_purity1G2?3"!7Y rA*) ' Purity/*FRt0SRqqt1FBt/FBt_purityM?G+I97 {|A*+ ) "Purity/*FRt0SRqqt2FBt/event_puritym?&!=`I %NA*/ - &Purity/*FRt0SRqqt2FBt/event_proportionffQoy=`I RߦA*/ - &Purity/*FRt1SRqqt*FBt/event_proportionf?Ҟ7Y rA*) ' Purity/*FRt1SRqqt*FBt/FRt_purityU>,97 ,A*+ ) "Purity/*FRt1SRqqt*FBt/SRqqt_purity>>z7Y A*) ' Purity/*FRt1SRqqt*FBt/FBt_purity0~?l97 >A*+ ) "Purity/*FRt1SRqqt0FBt/event_purity=p>Ƃv=`I A*/ - &Purity/*FRt1SRqqt0FBt/event_proportion?ʿ$u7Y (A*) ' Purity/*FRt1SRqqt0FBt/FRt_purityB>Th*97 vA*+ ) "Purity/*FRt1SRqqt0FBt/SRqqt_purity `> 97 A*+ ) "Purity/*FRt1SRqqt1FBt/event_purityE>-=`I A*/ - &Purity/*FRt1SRqqt1FBt/event_proportion<%67Y BA*) ' Purity/*FRt1SRqqt1FBt/FRt_puritycE?޳97 A*+ ) "Purity/*FRt1SRqqt1FBt/SRqqt_purity"> 7Y MA*) ' Purity/*FRt1SRqqt1FBt/FBt_purity^?e\=`I sA*/ - &Purity/*FRt1SRqqt2FBt/event_proportion:=^97 >A*+ ) "Purity/*FRt2SRqqt*FBt/event_purity=c=`I !A*/ - &Purity/*FRt2SRqqt*FBt/event_proportion =T7Y $)A*) ' Purity/*FRt2SRqqt*FBt/FRt_purityٻ>|a97 Z0A*+ ) "Purity/*FRt2SRqqt*FBt/SRqqt_purityF1>e7Y 9A*) ' Purity/*FRt2SRqqt*FBt/FBt_purityى}?Rp97 AA*+ ) "Purity/*FRt2SRqqt0FBt/event_purityt ==`I Z#JA*/ - &Purity/*FRt2SRqqt0FBt/event_proportion٢=m7Y ;SA*) ' Purity/*FRt2SRqqt0FBt/FRt_purityٻ>97 \A*+ ) "Purity/*FRt2SRqqt0FBt/SRqqt_purity)>"697 dA*+ ) "Purity/*FRt2SRqqt1FBt/event_purityt'b4=`I kA*/ - &Purity/*FRt2SRqqt1FBt/event_proportion:]97 Q7rA*+ ) "Purity/*FRt2SRqqt1FBt/SRqqt_purityJ>`7Y yA*) ' Purity/*FRt2SRqqt1FBt/FBt_purity? <=`I QA*/ - &Purity/*FRt2SRqqt2FBt/event_proportion7e =97 ތA*+ ) "Purity/0FRt*SRqqt*FBt/event_purity>`=`I ɣA*/ - &Purity/0FRt*SRqqt*FBt/event_proportion7?IL97 A*+ ) "Purity/0FRt*SRqqt*FBt/SRqqt_purity%q>PI7Y lA*) ' Purity/0FRt*SRqqt*FBt/FBt_purity~\~? L697 ѥA*+ ) "Purity/0FRt*SRqqt0FBt/event_purityn>1=`I #A*/ - &Purity/0FRt*SRqqt0FBt/event_proportion3#?Ӑ97 }A*+ ) "Purity/0FRt*SRqqt0FBt/SRqqt_purity>4z97 A*+ ) "Purity/0FRt*SRqqt1FBt/event_purityP?-?9=`I A*/ - &Purity/0FRt*SRqqt1FBt/event_proportion =m797 ,A*+ ) "Purity/0FRt*SRqqt1FBt/SRqqt_purity>~X7Y |A*) ' Purity/0FRt*SRqqt1FBt/FBt_purity\?de97 |ZA*+ ) "Purity/0FRt*SRqqt2FBt/event_purity0h?a=`I + A*/ - &Purity/0FRt*SRqqt2FBt/event_proportion)wm=`I 1.A*/ - &Purity/0FRt1SRqqt*FBt/event_proportionf?zhY97 :A*+ ) "Purity/0FRt1SRqqt*FBt/SRqqt_purity> h7Y }A*) ' Purity/0FRt1SRqqt*FBt/FBt_purity~?3h97 EA*+ ) "Purity/0FRt1SRqqt0FBt/event_purity@v>K=`I 0A*/ - &Purity/0FRt1SRqqt0FBt/event_proportion ?<97 JA*+ ) "Purity/0FRt1SRqqt0FBt/SRqqt_purity@v>x1K97 7JA*+ ) "Purity/0FRt1SRqqt1FBt/event_purity >^D=`I dA*/ - &Purity/0FRt1SRqqt1FBt/event_proportion33gg7Y W:A*) ' Purity/0FRt1SRqqt1FBt/FBt_purity͐?p=`I A*/ - &Purity/0FRt1SRqqt2FBt/event_proportionff:䀏{97 5tA*+ ) "Purity/0FRt2SRqqt*FBt/event_purity=\~KL=`I A*/ - &Purity/0FRt2SRqqt*FBt/event_proportion3=~G97 +A*+ ) "Purity/0FRt2SRqqt*FBt/SRqqt_purityҧ>q7Y A*) ' Purity/0FRt2SRqqt*FBt/FBt_purityى}?߃97 7%A*+ ) "Purity/0FRt2SRqqt0FBt/event_purity=܏=`I .A*/ - &Purity/0FRt2SRqqt0FBt/event_proportion͌=5a097 =?A*+ ) "Purity/0FRt2SRqqt0FBt/SRqqt_purity2>e97 ;FA*+ ) "Purity/0FRt2SRqqt1FBt/event_purity7=`I LA*/ - &Purity/0FRt2SRqqt1FBt/event_proportionff:;97 iSA*+ ) "Purity/0FRt2SRqqt1FBt/SRqqt_purityo>|7Y \A*) ' Purity/0FRt2SRqqt1FBt/FBt_purity?[=`I wdA*/ - &Purity/0FRt2SRqqt2FBt/event_proportion7i97 jA*+ ) "Purity/1FRt*SRqqt*FBt/event_purity3= U=`I ^wA*/ - &Purity/1FRt*SRqqt*FBt/event_proportionJ>a&7Y |IA*) ' Purity/1FRt*SRqqt*FBt/FRt_purityƾ=: 97 A*+ ) "Purity/1FRt*SRqqt*FBt/SRqqt_purityݳ>7Y ;A*) ' Purity/1FRt*SRqqt*FBt/FBt_purity?>.97 ՐA*+ ) "Purity/1FRt*SRqqt0FBt/event_purityP==`I JA*/ - &Purity/1FRt*SRqqt0FBt/event_proportion@>[rO7Y pA*) ' Purity/1FRt*SRqqt0FBt/FRt_purity.=Oe97 KA*+ ) "Purity/1FRt*SRqqt0FBt/SRqqt_purity6ʪ>F97 A*+ ) "Purity/1FRt*SRqqt1FBt/event_purity ?h=`I A*/ - &Purity/1FRt*SRqqt1FBt/event_proportion<&7Y hA*) ' Purity/1FRt*SRqqt1FBt/FRt_purityw6?Ή97 ZA*+ ) "Purity/1FRt*SRqqt1FBt/SRqqt_purityJ?&>7Y "A*) ' Purity/1FRt*SRqqt1FBt/FBt_purity?0cV97 A*+ ) "Purity/1FRt*SRqqt2FBt/event_purity)?=`I I3A*/ - &Purity/1FRt*SRqqt2FBt/event_proportion33:gf7Y A*) ' Purity/1FRt*SRqqt2FBt/FRt_purityL?q.7Y 5hA*) ' Purity/1FRt*SRqqt2FBt/FBt_puritySv?097 A*+ ) "Purity/1FRt0SRqqt*FBt/event_purity= =`I hA*/ - &Purity/1FRt0SRqqt*FBt/event_proportion33+>U27Y IbA*) ' Purity/1FRt0SRqqt*FBt/FRt_purity =oT7Y "A*) ' Purity/1FRt0SRqqt*FBt/FBt_purity?&7697 !m)A*+ ) "Purity/1FRt0SRqqt0FBt/event_purityM=!-=`I Y3A*/ - &Purity/1FRt0SRqqt0FBt/event_proportionY$>pLt|7Y 9A*) ' Purity/1FRt0SRqqt0FBt/FRt_purityM= ̕97 Ջ@A*+ ) "Purity/1FRt0SRqqt1FBt/event_purity*?.V=`I kHA*/ - &Purity/1FRt0SRqqt1FBt/event_proportion33;cc7Y AOA*) ' Purity/1FRt0SRqqt1FBt/FRt_purity2?69*u7Y UA*) ' Purity/1FRt0SRqqt1FBt/FBt_purity? Z97 WeA*+ ) "Purity/1FRt0SRqqt2FBt/event_purityj?JN=`I /lA*/ - &Purity/1FRt0SRqqt2FBt/event_proportion:=7Y |rA*) ' Purity/1FRt0SRqqt2FBt/FRt_purity ?\V%7Y |A*) ' Purity/1FRt0SRqqt2FBt/FBt_puritySv?_d97 ;ńA*+ ) "Purity/1FRt1SRqqt*FBt/event_purityc=*rE0=`I A*/ - &Purity/1FRt1SRqqt*FBt/event_proportionffkx97 A*+ ) "Purity/1FRt1SRqqt*FBt/SRqqt_purity> ޓE7Y A*) ' Purity/1FRt1SRqqt*FBt/FBt_purity?v97 yA*+ ) "Purity/1FRt1SRqqt0FBt/event_purityn=Ef2=`I 'A*/ - &Purity/1FRt1SRqqt0FBt/event_proportion33<˸b7Y A*) ' Purity/1FRt1SRqqt0FBt/FRt_purity>e97 =A*+ ) "Purity/1FRt1SRqqt0FBt/SRqqt_purity>J97 XA*+ ) "Purity/1FRt1SRqqt1FBt/event_purity"">=`I pA*/ - &Purity/1FRt1SRqqt1FBt/event_proportionH;0Bn7Y A*) ' Purity/1FRt1SRqqt1FBt/FRt_purity$F?7s97 IA*+ ) "Purity/1FRt1SRqqt1FBt/SRqqt_purityF?1i 7Y A*) ' Purity/1FRt1SRqqt1FBt/FBt_purity?v&=`I =A*/ - &Purity/1FRt1SRqqt2FBt/event_proportion7Et97 A*+ ) "Purity/1FRt2SRqqt*FBt/event_purity=`I LoA*/ - &Purity/1FRt2SRqqt*FBt/event_proportionh;͗7Y A*) ' Purity/1FRt2SRqqt*FBt/FRt_purity$>;97 mA*+ ) "Purity/1FRt2SRqqt*FBt/SRqqt_purity~>$W97 {6A*+ ) "Purity/1FRt2SRqqt0FBt/event_purity@=`I #A*/ - &Purity/1FRt2SRqqt0FBt/event_proportionfff;|R7Y )A*) ' Purity/1FRt2SRqqt0FBt/FRt_purity$>q97 ;5A*+ ) "Purity/1FRt2SRqqt0FBt/SRqqt_purity>ݺ4=`I ;A*/ - &Purity/1FRt2SRqqt1FBt/event_proportion7,"\=`I >DA*/ - &Purity/1FRt2SRqqt2FBt/event_proportionw(97 FKA*+ ) "Purity/2FRt*SRqqt*FBt/event_purity$<|=`I lRA*/ - &Purity/2FRt*SRqqt*FBt/event_proportionff;ER7Y XA*) ' Purity/2FRt*SRqqt*FBt/FRt_purityQ>3v97 $_A*+ ) "Purity/2FRt*SRqqt*FBt/SRqqt_purityO>{97 fA*+ ) "Purity/2FRt*SRqqt0FBt/event_puritya ; N;=`I HmA*/ - &Purity/2FRt*SRqqt0FBt/event_proportion:s7Y &,tA*) ' Purity/2FRt*SRqqt0FBt/FRt_purity`=97 zA*+ ) "Purity/2FRt*SRqqt0FBt/SRqqt_purity颋>=`I A*/ - &Purity/2FRt*SRqqt1FBt/event_proportion3339=`I A*/ - &Purity/2FRt*SRqqt2FBt/event_proportionL8V97 gܑA*+ ) "Purity/2FRt0SRqqt*FBt/event_purity =U*=`I $(A*/ - &Purity/2FRt0SRqqt*FBt/event_proportion:Z7Y EA*) ' Purity/2FRt0SRqqt*FBt/FRt_purity,=y197 ¨A*+ ) "Purity/2FRt0SRqqt0FBt/event_purity h;=`I [A*/ - &Purity/2FRt0SRqqt0FBt/event_proportionff:F=7Y `A*) ' Purity/2FRt0SRqqt0FBt/FRt_purity<:*%=`I A*/ - &Purity/2FRt0SRqqt1FBt/event_proportion9Aд=`I A*/ - &Purity/2FRt0SRqqt2FBt/event_proportionL897 1A*+ ) "Purity/2FRt1SRqqt*FBt/event_purityP=`I fA*/ - &Purity/2FRt1SRqqt*FBt/event_proportionff9ݞ7Y A*) ' Purity/2FRt1SRqqt*FBt/FRt_purity>LQc97 kA*+ ) "Purity/2FRt1SRqqt*FBt/SRqqt_purity.> Nb,97 _h!A*+ ) "Purity/2FRt1SRqqt0FBt/event_purityj=`I 4'A*/ - &Purity/2FRt1SRqqt0FBt/event_proportioň9p7Y .A*) ' Purity/2FRt1SRqqt0FBt/FRt_purity8>uJ697 56A*+ ) "Purity/2FRt1SRqqt0FBt/SRqqt_purity9c>L=`I AA*/ - &Purity/2FRt1SRqqt1FBt/event_proportionL8U=`I IA*/ - &Purity/2FRt1SRqqt2FBt/event_proportion9=`I GPA*/ - &Purity/2FRt2SRqqt*FBt/event_proportionL8gV=`I a@ZA*/ - &Purity/2FRt2SRqqt0FBt/event_proportionL8=`I ͊iA*/ - &Purity/2FRt2SRqqt1FBt/event_proportionT=`I rA*/ - &Purity/2FRt2SRqqt2FBt/event_proportionJ* yA*  jet/accuracy_1_of_1>* cA*  jet/accuracy_1_of_29?"* ,^A*  jet/accuracy_2_of_2>)q>6w* VA*  jet/accuracy_1_of_3l?l* sA*  jet/accuracy_2_of_3[ ? ޘ* 3A*  jet/accuracy_3_of_3R>Y /m]P NA*!  particle/accuracy_1_of_1?/m]P 7!A*!  particle/accuracy_1_of_2?lC6/m]P NA*!  particle/accuracy_2_of_2?z/m]P vkA*!  particle/accuracy_1_of_3?h/m]P kA*!  particle/accuracy_2_of_3?s2/m]P @A*!  particle/accuracy_3_of_3?&1(pJ A*  particle/accuracy \? )+K A*  particle/sensitivity?< +K :A*  particle/specificityj?q`'F 8A*  particle/f_score0?z6OW A*( & validation_average_jet_accuracy>>Ne97 4A*+ ) "Purity/*FRt*SRqqt2FBt/SRqqt_purityL~=d97 HA*+ ) "Purity/*FRt1SRqqt2FBt/event_puritymS97 0A*+ ) "Purity/*FRt1SRqqt2FBt/SRqqt_purity ף= 7Y j A*) ' Purity/*FRt1SRqqt2FBt/FBt_purity33s?T497 A*+ ) "Purity/0FRt*SRqqt2FBt/SRqqt_purity=VW97 A*+ ) "Purity/0FRt1SRqqt2FBt/event_purityyާ/97 7 A*+ ) "Purity/0FRt1SRqqt2FBt/SRqqt_purity= 7Y I&A*) ' Purity/0FRt1SRqqt2FBt/FBt_purityr?[4BE7Y @)/A*) ' Purity/2FRt*SRqqt*FBt/FBt_purity?Ν97 7A*+ ) "Purity/2FRt*SRqqt1FBt/event_purity%I>W׆B7Y CA*) ' Purity/2FRt*SRqqt1FBt/FRt_purityI$?97 "JA*+ ) "Purity/2FRt*SRqqt1FBt/SRqqt_purity? mu7Y /{PA*) ' Purity/2FRt*SRqqt1FBt/FBt_purity?Nk7Y VA*) ' Purity/2FRt1SRqqt*FBt/FBt_purity?l97 ھcA*+ ) "Purity/2FRt1SRqqt1FBt/event_purity7Y &/nA*) ' Purity/2FRt1SRqqt1FBt/FRt_purity?~Gl97 |A*+ ) "Purity/2FRt1SRqqt1FBt/SRqqt_purity?'V7Y ^A*) ' Purity/2FRt1SRqqt1FBt/FBt_purity? * A*  jet/accuracy_1_of_4?i* A*  jet/accuracy_2_of_4P?* A*  jet/accuracy_3_of_4?U* LA*  jet/accuracy_4_of_4)c/m]P A*!  particle/accuracy_1_of_4?lE/m]P ڳA*!  particle/accuracy_2_of_4?/m]P WKA*!  particle/accuracy_3_of_4P?1/m]P !A*!  particle/accuracy_4_of_4>w|97 A*+ ) "Purity/2FRt*SRqqt2FBt/event_purity/7Y JA*) ' Purity/2FRt*SRqqt2FBt/FRt_purity?|7Y ǪA*) ' Purity/2FRt*SRqqt2FBt/FBt_purity?{7Y mA*) ' Purity/2FRt0SRqqt*FBt/FBt_purity?wP97 3A*+ ) "Purity/2FRt0SRqqt2FBt/event_purityp7Y A*) ' Purity/2FRt0SRqqt2FBt/FRt_purity?7Y @A*) ' Purity/2FRt0SRqqt2FBt/FBt_purity?T97 A A*+ ) "Purity/2FRt0SRqqt1FBt/event_purity>*7Y jA*) ' Purity/2FRt0SRqqt1FBt/FRt_purity333?\{7Y SA*) ' Purity/2FRt0SRqqt1FBt/FBt_purity?]& 7Y I"A*) ' Purity/*FRt1SRqqt2FBt/FRt_purity?d|97 o.A*+ ) "Purity/1FRt*SRqqt2FBt/SRqqt_purity1897 r7A*+ ) "Purity/1FRt1SRqqt2FBt/event_purityW`7Y kC>A*) ' Purity/1FRt1SRqqt2FBt/FRt_purity?Al97 r#EA*+ ) "Purity/1FRt1SRqqt2FBt/SRqqt_purityC7Y KA*) ' Purity/1FRt1SRqqt2FBt/FBt_purity?7Y YUA*) ' Purity/*FRt2SRqqt1FBt/FRt_purity7Y bA*) ' Purity/1FRt2SRqqt*FBt/FBt_purity?.97 W}A*+ ) "Purity/1FRt2SRqqt1FBt/event_purityه7Y A*) ' Purity/1FRt2SRqqt1FBt/FRt_purity 897 vA*+ ) "Purity/1FRt2SRqqt1FBt/SRqqt_purityl7Y ʑA*) ' Purity/1FRt2SRqqt1FBt/FBt_purity?{097 QA*+ ) "Purity/2FRt2SRqqt*FBt/event_purity+F07Y A*) ' Purity/2FRt2SRqqt*FBt/FRt_purity>s97 |A*+ ) "Purity/2FRt2SRqqt*FBt/SRqqt_purity?qO97 HA*+ ) "Purity/2FRt2SRqqt0FBt/event_purityeK7Y ķA*) ' Purity/2FRt2SRqqt0FBt/FRt_purity>v97 ^oA*+ ) "Purity/2FRt2SRqqt0FBt/SRqqt_purity?bH97 A*+ ) "Purity/*FRt2SRqqt2FBt/event_purityib97 \A*+ ) "Purity/*FRt2SRqqt2FBt/SRqqt_purity?\R7Y EA*) ' Purity/*FRt2SRqqt2FBt/FBt_purity?@n!C97 xA*+ ) "Purity/0FRt2SRqqt2FBt/event_purity|97 .=A*+ ) "Purity/0FRt2SRqqt2FBt/SRqqt_purity?U0B7Y `A*) ' Purity/0FRt2SRqqt2FBt/FBt_purity?;mL p A* epoch=