{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s9225415424-d4866680860/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s9225415424-d4866680860","created_at":"2025-06-11T01:26:06.316767Z","network_size":"b28c512nbt","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-b28c512nbt-s9225415424-d4866680860.bin.gz","model_file_bytes":271453078,"model_file_sha256":"f8ff0184038944cb19fd951c5142c8ec43cff1a27e061a9dcf7bd8f85cec9eec","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s9225415424-d4866680860.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s9195043072-d4858611777/?format=json","train_step":9225415424,"total_num_data_rows":4866680860,"extra_stats":{"sums":{"wsum":9224697272.958145,"nsamp":9225415424.0,"loss_sum":6336746.655236302,"oloss_sum":58237.12116470964,"pacc1_sum":67594.46007244987,"sloss_sum":47033.7047810699,"vloss_sum":69436.61848166141,"Ioloss_sum":58220.38618967649,"Ipacc1_sum":67618.33102199885,"Isloss_sum":47013.88754343633,"Ivloss_sum":69026.18345415012,"fploss_sum":20512.811378756316,"p0loss_sum":209219.1263515806,"p1loss_sum":36210.68039397256,"pslr_batch":0.0005050510510510508,"ptentr_sum":119630.45682117408,"skloss_sum":8413.94417452837,"smloss_sum":5206.966903931776,"Ifploss_sum":20501.698062186988,"Ip0loss_sum":209118.8415799071,"Ip1loss_sum":36194.22073340155,"Iskloss_sum":8408.458621849986,"Ismloss_sum":5192.80593557539,"exgnorm_sum":65607.8245825885,"gnorm_batch":53103.46639143754,"qscloss_sum":0.0,"qwlloss_sum":0.0,"tdsloss_sum":975.5132807213816,"vsquare_sum":50256.886678714814,"Iqscloss_sum":0.0,"Iqwlloss_sum":0.0,"Itdsloss_sum":965.0802675942052,"Ivsquare_sum":50810.50433095526,"esstloss_sum":1267.7150798883536,"evstloss_sum":1704.9488560584707,"leadloss_sum":563.3140362292396,"tdvloss1_sum":15557.153880314661,"tdvloss2_sum":9118.206571139603,"tdvloss3_sum":6642.846403655567,"Iesstloss_sum":1258.2342227648685,"Ievstloss_sum":1634.0690466014746,"Ileadloss_sum":546.4667440728537,"Itdvloss1_sum":15240.355972377398,"Itdvloss2_sum":8850.155257418674,"Itdvloss3_sum":6407.23552421932,"sbcdfloss_sum":8443.089157109522,"sbpdfloss_sum":5901.454157027487,"sdregloss_sum":2.8118965442835244,"vtimeloss_sum":7289.940695888552,"Isbcdfloss_sum":8419.877308864716,"Isbpdfloss_sum":5876.134549530527,"Isdregloss_sum":1.5345711847152823,"Ivtimeloss_sum":7280.393419247869,"p0softloss_sum":651013.4145580258,"p1softloss_sum":86929.15663789693,"ptsoftentr_sum":634165.7381517591,"wdnormal_batch":0.028369691651652016,"Ip0softloss_sum":650977.8255823095,"Ip1softloss_sum":86924.68448536585,"gnorm_cap_batch":203260.02126233568,"norm_noreg_batch":1425862.917023984,"window_end_batch":234087836521.24124,"norm_normal_batch":2753192.8793859635,"norm_output_batch":603151.2885773622,"window_start_batch":226145404077.2132,"sekiweightscale_sum":712367.1305488739,"norm_normal_gamma_batch":1858380.9687768507,"norm_output_noreg_batch":50550.71471184156},"weights":{"wsum":3433104768.0,"nsamp":3433104768.0,"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":48.1001001001001,"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":127993.6838009093,"gnorm_batch":48.1001001001001,"qscloss_sum":127999.99999999262,"qwlloss_sum":127999.99999999262,"tdsloss_sum":127999.99999999262,"vsquare_sum":127999.99999999262,"Iqscloss_sum":127999.99999999262,"Iqwlloss_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":48.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":48.1001001001001,"norm_noreg_batch":48.1001001001001,"window_end_batch":48.1001001001001,"norm_normal_batch":48.1001001001001,"norm_output_batch":48.1001001001001,"window_start_batch":48.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":48.1001001001001,"norm_output_noreg_batch":48.1001001001001},"last_val_metrics":{"sums":{"wsum":800133.5798339844,"nsamp":800256.0,"loss_sum":19835331.153320312,"oloss_sum":182516.58239364624,"pacc1_sum":209771.5799560547,"sloss_sum":147400.7434234619,"vloss_sum":222596.70120239258,"Ioloss_sum":182462.7623977661,"Ipacc1_sum":209739.7699584961,"Isloss_sum":147333.24743270874,"Ivloss_sum":222735.40807724,"fploss_sum":64298.459339141846,"p0loss_sum":657561.9764404297,"p1loss_sum":113832.50333023071,"ptentr_sum":372201.5080566406,"skloss_sum":33389.47272229195,"smloss_sum":16379.7443100214,"wsum_train":9224697272.958145,"Ifploss_sum":64254.599197387695,"Ip0loss_sum":657526.4444580078,"Ip1loss_sum":113780.03755950928,"Iskloss_sum":33377.113355994225,"Ismloss_sum":16372.364216208458,"nsamp_train":9225415424.0,"qscloss_sum":0.0,"qwlloss_sum":0.0,"tdsloss_sum":3158.81279489398,"vsquare_sum":158448.46215820312,"Iqscloss_sum":0.0,"Iqwlloss_sum":0.0,"Itdsloss_sum":3155.0483062267303,"Ivsquare_sum":161398.5855140686,"esstloss_sum":4781.7475308496505,"evstloss_sum":6354.572656691074,"leadloss_sum":1796.376707751304,"tdvloss1_sum":51620.31795978546,"tdvloss2_sum":30505.90158176422,"tdvloss3_sum":22152.499587535858,"Iesstloss_sum":4799.771304288879,"Ievstloss_sum":6443.444517239928,"Ileadloss_sum":1791.3888212665915,"Itdvloss1_sum":51658.08119773865,"Itdvloss2_sum":30528.458272457123,"Itdvloss3_sum":22172.48378968239,"sbcdfloss_sum":26493.261076450348,"sbpdfloss_sum":18507.3506360054,"sdregloss_sum":8.239922236825805,"vtimeloss_sum":23100.05131816864,"Isbcdfloss_sum":26469.431471824646,"Isbpdfloss_sum":18456.184893608093,"Isdregloss_sum":4.936658881459152,"Ivtimeloss_sum":23088.746489286423,"p0softloss_sum":2035493.257446289,"p1softloss_sum":271997.20461273193,"ptsoftentr_sum":1982544.5076293945,"Ip0softloss_sum":2035495.3145141602,"Ip1softloss_sum":271990.0396575928,"norm_noreg_batch":92666.30755078125,"norm_normal_batch":178928.0272265625,"norm_output_batch":39198.507527343754,"sekiweightscale_sum":2800467.5294189453,"norm_normal_gamma_batch":120774.768375,"norm_output_noreg_batch":3285.2527573242187},"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":3433104768.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":3433104768.0,"qscloss_sum":400128.0,"qwlloss_sum":400128.0,"tdsloss_sum":400128.0,"vsquare_sum":400128.0,"Iqscloss_sum":400128.0,"Iqwlloss_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":80.68910255056011,"log_gamma_uncertainty":0.03334536532629517,"log_gamma_lower_confidence":80.62241181990751,"log_gamma_upper_confidence":80.7557932812127,"log_gamma_game_count":4585,"log_gamma_offset":-1.1}