{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s9375368960-d4907135673/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s9375368960-d4907135673","created_at":"2025-06-19T05:08:04.975444Z","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-s9375368960-d4907135673.bin.gz","model_file_bytes":271450524,"model_file_sha256":"da974490e5eb49b49162db3dba87f4243eeb17bc1f87c00cd7be59e868f5089d","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s9375368960-d4907135673.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s9345001216-d4897245998/?format=json","train_step":9375368960,"total_num_data_rows":4907135673,"extra_stats":{"sums":{"wsum":9374625223.000381,"nsamp":9375368960.0,"loss_sum":6336972.587304946,"oloss_sum":58411.16919741528,"pacc1_sum":67595.79846818642,"sloss_sum":47187.54494578399,"vloss_sum":69628.32186978427,"Ioloss_sum":58394.64847186309,"Ipacc1_sum":67619.8253713586,"Isloss_sum":47167.475001934414,"Ivloss_sum":69164.38753603857,"fploss_sum":20562.710492381873,"p0loss_sum":209155.30747934658,"p1loss_sum":36268.709674743084,"pslr_batch":0.0004840510510510508,"ptentr_sum":119626.86770469822,"skloss_sum":8116.550090323852,"smloss_sum":5195.364504385242,"Ifploss_sum":20551.681169770272,"Ip0loss_sum":209047.22260320015,"Ip1loss_sum":36251.61381040823,"Iskloss_sum":8105.106485525191,"Ismloss_sum":5179.518672522435,"exgnorm_sum":770.8760756854037,"gnorm_batch":51089.252544978306,"qscloss_sum":0.0,"qwlloss_sum":0.0,"tdsloss_sum":989.203473087901,"vsquare_sum":50162.26241576649,"Iqscloss_sum":0.0,"Iqwlloss_sum":0.0,"Itdsloss_sum":977.642828480926,"Ivsquare_sum":50691.230836129886,"esstloss_sum":1304.1925421697654,"evstloss_sum":1701.0691193615673,"leadloss_sum":558.945457193014,"tdvloss1_sum":15593.65775227266,"tdvloss2_sum":9135.22226240041,"tdvloss3_sum":6638.114298022948,"Iesstloss_sum":1287.140449250395,"Ievstloss_sum":1625.1233292476766,"Ileadloss_sum":539.2405070832616,"Itdvloss1_sum":15232.957927385578,"Itdvloss2_sum":8836.006575306448,"Itdvloss3_sum":6376.920078812234,"sbcdfloss_sum":8434.603637011267,"sbpdfloss_sum":5910.189188050803,"sdregloss_sum":2.7531097265409086,"vtimeloss_sum":7386.682271862248,"Isbcdfloss_sum":8405.61856688587,"Isbpdfloss_sum":5884.415430257857,"Isdregloss_sum":1.579465946647738,"Ivtimeloss_sum":7374.842781658382,"p0softloss_sum":650966.1862488401,"p1softloss_sum":86981.42660841157,"ptsoftentr_sum":634133.9365824285,"wdnormal_batch":0.027371893856779766,"Ip0softloss_sum":650928.3897021612,"Ip1softloss_sum":86976.56357709169,"gnorm_cap_batch":194808.47871505053,"norm_noreg_batch":1365922.1947613903,"window_end_batch":226219445730.07208,"norm_normal_batch":2647195.4151452356,"norm_output_batch":578164.8771555758,"window_start_batch":218563665632.38638,"sekiweightscale_sum":723610.6226869405,"norm_normal_gamma_batch":1783491.0276105157,"norm_output_noreg_batch":48451.91642236173},"weights":{"wsum":3508081536.0,"nsamp":3508081536.0,"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":46.1001001001001,"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":127906.7270899825,"gnorm_batch":46.1001001000991,"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":46.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":46.1001001001001,"norm_noreg_batch":46.1001001001001,"window_end_batch":46.1001001001001,"norm_normal_batch":46.1001001001001,"norm_output_batch":46.1001001001001,"window_start_batch":46.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":46.1001001001001,"norm_output_noreg_batch":46.1001001001001},"last_val_metrics":{"sums":{"wsum":800105.759765625,"nsamp":800256.0,"loss_sum":19821364.625976562,"oloss_sum":181869.54375839233,"pacc1_sum":210178.80993652344,"sloss_sum":146908.58715820312,"vloss_sum":220601.43518447876,"Ioloss_sum":181821.56299972534,"Ipacc1_sum":210261.61993408203,"Isloss_sum":146845.38818359375,"Ivloss_sum":220189.08154296875,"fploss_sum":64225.03769302368,"p0loss_sum":658287.7431793213,"p1loss_sum":113805.73702812195,"ptentr_sum":373394.22265625,"skloss_sum":31829.25239789486,"smloss_sum":16129.159517884254,"wsum_train":9374625223.000381,"Ifploss_sum":64182.65796089172,"Ip0loss_sum":658167.1193389893,"Ip1loss_sum":113753.31534957886,"Iskloss_sum":31779.360919117928,"Ismloss_sum":16121.203895926476,"nsamp_train":9375368960.0,"qscloss_sum":0.0,"qwlloss_sum":0.0,"tdsloss_sum":3059.749400496483,"vsquare_sum":156474.38774871826,"Iqscloss_sum":0.0,"Iqwlloss_sum":0.0,"Itdsloss_sum":3055.955934435129,"Ivsquare_sum":159933.9548072815,"esstloss_sum":4419.359810356051,"evstloss_sum":6032.174367785454,"leadloss_sum":1701.3723400123417,"tdvloss1_sum":50516.76695537567,"tdvloss2_sum":29669.352234363556,"tdvloss3_sum":21454.216210365295,"Iesstloss_sum":4484.892651155591,"Ievstloss_sum":6082.045004457235,"Ileadloss_sum":1676.180310960859,"Itdvloss1_sum":50172.266302108765,"Itdvloss2_sum":29387.395530223846,"Itdvloss3_sum":21221.308374404907,"sbcdfloss_sum":26229.58937883377,"sbpdfloss_sum":18421.261838436127,"sdregloss_sum":8.289760069455951,"vtimeloss_sum":22431.916167616844,"Isbcdfloss_sum":26196.29083108902,"Isbpdfloss_sum":18362.65892648697,"Isdregloss_sum":6.1788227033102885,"Ivtimeloss_sum":22420.789242386818,"p0softloss_sum":2034759.6306762695,"p1softloss_sum":271561.77167510986,"ptsoftentr_sum":1981966.858215332,"Ip0softloss_sum":2034733.0876464844,"Ip1softloss_sum":271551.5987472534,"norm_noreg_batch":92621.66436328125,"norm_normal_batch":179503.90725,"norm_output_batch":39204.77784375,"sekiweightscale_sum":2800370.1591796875,"norm_normal_gamma_batch":120937.051734375,"norm_output_noreg_batch":3285.471791015625},"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":3508081536.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":3508081536.0,"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":80.56935052806573,"log_gamma_uncertainty":0.03548623818772306,"log_gamma_lower_confidence":80.49837805169028,"log_gamma_upper_confidence":80.64032300444117,"log_gamma_game_count":3977,"log_gamma_offset":-1.1}