{"url":"https://katagotraining.org/api/networks/kata1-b18c384nbt-s8402566400-d3897432807/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b18c384nbt-s8402566400-d3897432807","created_at":"2023-12-07T19:38:15.190003Z","network_size":"b18c384nbt","is_random":false,"training_games_enabled":false,"disable_new_training_games":false,"rating_games_enabled":true,"model_file":"https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s8402566400-d3897432807.bin.gz","model_file_bytes":97896094,"model_file_sha256":"b2f92f9f8b513eaaf43619b33125bda06198452fb499b53154af8f3b19fb1d5b","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s8402566400-d3897432807.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b18c384nbt-s8372385024-d3888727300/?format=json","train_step":8402566400,"total_num_data_rows":3897432807,"extra_stats":{"sums":{"wsum":8402422062.5,"nsamp":8402566400,"loss_sum":6386282.534441287,"oloss_sum":58242.53433427794,"pacc1_sum":64445.12994610378,"sloss_sum":47080.82355689291,"vloss_sum":70773.38853897102,"Ioloss_sum":58232.02797503656,"Ipacc1_sum":64437.37079784689,"Isloss_sum":47067.27249446604,"Ivloss_sum":70398.37510299576,"fploss_sum":21080.577957567257,"p0loss_sum":219961.0615147326,"p1loss_sum":38329.63957645317,"pslr_batch":0.0003007507507507508,"ptentr_sum":121924.70968352554,"skloss_sum":7514.007091822634,"smloss_sum":6014.141318637145,"Ifploss_sum":21056.5407432124,"Ip0loss_sum":219851.05276320668,"Ip1loss_sum":38305.29960904516,"Iskloss_sum":7514.713127156121,"Ismloss_sum":6000.207138842859,"exgnorm_sum":2.6363197123779235e-171,"gnorm_batch":31420.411858836684,"tdsloss_sum":1100.2811747388864,"vsquare_sum":48484.30913009523,"Itdsloss_sum":1089.384467061279,"Ivsquare_sum":49045.31525278335,"esstloss_sum":1509.0074371198434,"evstloss_sum":1734.0092782441322,"leadloss_sum":797.2035576322942,"tdvloss1_sum":15597.8520486364,"tdvloss2_sum":9212.443759031588,"tdvloss3_sum":6771.751576070205,"Iesstloss_sum":1491.2416195458654,"Ievstloss_sum":1670.9632036005448,"Ileadloss_sum":770.6600577599264,"Itdvloss1_sum":15302.314588503814,"Itdvloss2_sum":8960.41849130376,"Itdvloss3_sum":6547.000593678013,"sbcdfloss_sum":9352.34670393178,"sbpdfloss_sum":6101.9216782881385,"sdregloss_sum":4.048335901850843,"vtimeloss_sum":6757.075425576196,"Isbcdfloss_sum":9327.903185704068,"Isbpdfloss_sum":6066.773442908646,"Isdregloss_sum":2.287837785929423,"Ivtimeloss_sum":6747.436141147944,"p0softloss_sum":650950.509016386,"p1softloss_sum":86821.31591180632,"ptsoftentr_sum":633062.3366927453,"wdnormal_batch":0.012741726760666565,"Ip0softloss_sum":650927.5735312573,"Ip1softloss_sum":86815.72097669271,"norm_noreg_batch":600737.0139573698,"norm_normal_batch":1303582.407755633,"norm_output_batch":310974.0048580253,"sekiweightscale_sum":762325.3931094953,"norm_normal_gamma_batch":776496.7514326737,"norm_output_noreg_batch":24908.125665369702},"weights":{"wsum":5497330176.0,"nsamp":5497330176.0,"loss_sum":127999.99999999262,"oloss_sum":127999.99999999262,"pacc1_sum":127999.99999999262,"sloss_sum":127999.99999999262,"vloss_sum":127999.99999999262,"Ioloss_sum":127999.99999999262,"Ipacc1_sum":127999.99999999262,"Isloss_sum":127999.99999999262,"Ivloss_sum":127999.99999999262,"fploss_sum":127999.99999999262,"p0loss_sum":127999.99999999262,"p1loss_sum":127999.99999999262,"pslr_batch":40.1001001001001,"ptentr_sum":127999.99999999262,"skloss_sum":127999.99999999262,"smloss_sum":127999.99999999262,"Ifploss_sum":127999.99999999262,"Ip0loss_sum":127999.99999999262,"Ip1loss_sum":127999.99999999262,"Iskloss_sum":127999.99999999262,"Ismloss_sum":127999.99999999262,"exgnorm_sum":127993.71195671352,"gnorm_batch":40.1001001001001,"tdsloss_sum":127999.99999999262,"vsquare_sum":127999.99999999262,"Itdsloss_sum":127999.99999999262,"Ivsquare_sum":127999.99999999262,"esstloss_sum":127999.99999999262,"evstloss_sum":127999.99999999262,"leadloss_sum":127999.99999999262,"tdvloss1_sum":127999.99999999262,"tdvloss2_sum":127999.99999999262,"tdvloss3_sum":127999.99999999262,"Iesstloss_sum":127999.99999999262,"Ievstloss_sum":127999.99999999262,"Ileadloss_sum":127999.99999999262,"Itdvloss1_sum":127999.99999999262,"Itdvloss2_sum":127999.99999999262,"Itdvloss3_sum":127999.99999999262,"sbcdfloss_sum":127999.99999999262,"sbpdfloss_sum":127999.99999999262,"sdregloss_sum":127999.99999999262,"vtimeloss_sum":127999.99999999262,"Isbcdfloss_sum":127999.99999999262,"Isbpdfloss_sum":127999.99999999262,"Isdregloss_sum":127999.99999999262,"Ivtimeloss_sum":127999.99999999262,"p0softloss_sum":127999.99999999262,"p1softloss_sum":127999.99999999262,"ptsoftentr_sum":127999.99999999262,"wdnormal_batch":40.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"norm_noreg_batch":40.1001001001001,"norm_normal_batch":40.1001001001001,"norm_output_batch":40.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":40.1001001001001,"norm_output_noreg_batch":40.1001001001001},"last_val_metrics":{"sums":{"wsum":400090.5,"nsamp":400128.0,"loss_sum":19986438.45654297,"oloss_sum":182356.4111442566,"pacc1_sum":200838.0,"sloss_sum":147410.00311279297,"vloss_sum":223638.1034965515,"Ioloss_sum":182311.30825805664,"Ipacc1_sum":200914.0,"Isloss_sum":147357.87014770508,"Ivloss_sum":223816.49439239502,"fploss_sum":66037.65991401672,"p0loss_sum":691147.7813568115,"p1loss_sum":120072.56824493408,"ptentr_sum":380946.9049758911,"skloss_sum":25715.414275527,"smloss_sum":19079.812277913094,"wsum_train":8402422062.5,"Ifploss_sum":65952.51388168335,"Ip0loss_sum":690933.556137085,"Ip1loss_sum":120009.78091430664,"Iskloss_sum":25699.881281018257,"Ismloss_sum":19065.98136997223,"nsamp_train":8402566400,"tdsloss_sum":3621.097012847662,"vsquare_sum":151779.6152381897,"Itdsloss_sum":3618.739543557167,"Ivsquare_sum":153614.638381958,"esstloss_sum":5678.961403802037,"evstloss_sum":5946.312453836203,"leadloss_sum":2484.5443897098303,"tdvloss1_sum":50178.50245285034,"tdvloss2_sum":29587.51597881317,"tdvloss3_sum":21617.655312776566,"Iesstloss_sum":5754.04267301783,"Ievstloss_sum":6122.873330384493,"Ileadloss_sum":2465.2968690246344,"Itdvloss1_sum":50436.22722244263,"Itdvloss2_sum":29867.5943608284,"Itdvloss3_sum":21898.051678180695,"sbcdfloss_sum":29517.308737277985,"sbpdfloss_sum":19167.5020737648,"sdregloss_sum":12.929616263485514,"vtimeloss_sum":21420.9646576643,"Isbcdfloss_sum":29470.10031747818,"Isbpdfloss_sum":19072.45204257965,"Isdregloss_sum":7.8081210677628405,"Ivtimeloss_sum":21417.469687223434,"p0softloss_sum":2034856.7736816406,"p1softloss_sum":271917.4268722534,"ptsoftentr_sum":1978831.4912109375,"Ip0softloss_sum":2034879.7849731445,"Ip1softloss_sum":271905.9620895386,"norm_noreg_batch":46830.36178125,"norm_normal_batch":101620.667390625,"norm_output_batch":24241.948362304687,"sekiweightscale_sum":2800633.5,"norm_normal_gamma_batch":60531.741890625,"norm_output_noreg_batch":1941.7109696044922},"weights":{"wsum":400128.0,"nsamp":400128.0,"loss_sum":400128.0,"oloss_sum":400128.0,"pacc1_sum":400128.0,"sloss_sum":400128.0,"vloss_sum":400128.0,"Ioloss_sum":400128.0,"Ipacc1_sum":400128.0,"Isloss_sum":400128.0,"Ivloss_sum":400128.0,"fploss_sum":400128.0,"p0loss_sum":400128.0,"p1loss_sum":400128.0,"ptentr_sum":400128.0,"skloss_sum":400128.0,"smloss_sum":400128.0,"wsum_train":5497330176.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":5497330176.0,"tdsloss_sum":400128.0,"vsquare_sum":400128.0,"Itdsloss_sum":400128.0,"Ivsquare_sum":400128.0,"esstloss_sum":400128.0,"evstloss_sum":400128.0,"leadloss_sum":400128.0,"tdvloss1_sum":400128.0,"tdvloss2_sum":400128.0,"tdvloss3_sum":400128.0,"Iesstloss_sum":400128.0,"Ievstloss_sum":400128.0,"Ileadloss_sum":400128.0,"Itdvloss1_sum":400128.0,"Itdvloss2_sum":400128.0,"Itdvloss3_sum":400128.0,"sbcdfloss_sum":400128.0,"sbpdfloss_sum":400128.0,"sdregloss_sum":400128.0,"vtimeloss_sum":400128.0,"Isbcdfloss_sum":400128.0,"Isbpdfloss_sum":400128.0,"Isdregloss_sum":400128.0,"Ivtimeloss_sum":400128.0,"p0softloss_sum":400128.0,"p1softloss_sum":400128.0,"ptsoftentr_sum":400128.0,"Ip0softloss_sum":400128.0,"Ip1softloss_sum":400128.0,"norm_noreg_batch":3.126,"norm_normal_batch":3.126,"norm_output_batch":3.126,"sekiweightscale_sum":400128.0,"norm_normal_gamma_batch":3.126,"norm_output_noreg_batch":3.126}}},"notes":"","log_gamma":78.15533190864764,"log_gamma_uncertainty":0.040106836026249454,"log_gamma_lower_confidence":78.07511823659515,"log_gamma_upper_confidence":78.23554558070013,"log_gamma_game_count":3696,"log_gamma_offset":0.0}