{"count":941,"next":"https://katagotraining.org/api/networks/?format=json&page=10","previous":"https://katagotraining.org/api/networks/?format=json&page=8","results":[{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8297309440-d4620010143/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s8297309440-d4620010143","created_at":"2025-02-08T00:00:44.582783Z","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-s8297309440-d4620010143.bin.gz","model_file_bytes":271365958,"model_file_sha256":"ccfec630838802cb8ed324404030d99781b94631c956e150c55c0356d8b4fd65","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s8297309440-d4620010143.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8268121856-d4612191185/?format=json","train_step":8297309440,"total_num_data_rows":4620010143,"extra_stats":{"sums":{"wsum":8296765658.1631775,"nsamp":8297309440.0,"loss_sum":6332913.037390903,"oloss_sum":58476.49724895785,"pacc1_sum":67384.01558457738,"sloss_sum":47259.13292255351,"vloss_sum":69567.66141448572,"Ioloss_sum":58457.1903797464,"Ipacc1_sum":67437.49244143977,"Isloss_sum":47236.37169852617,"Ivloss_sum":69043.92850301211,"fploss_sum":20630.384543488464,"p0loss_sum":210112.29386228186,"p1loss_sum":36391.04501960139,"pslr_batch":0.0007815015015015021,"ptentr_sum":120471.72866638745,"skloss_sum":8252.732329808861,"smloss_sum":5383.771884850799,"Ifploss_sum":20618.289942888914,"Ip0loss_sum":209987.02716963104,"Ip1loss_sum":36371.09917310212,"Iskloss_sum":8250.161550679442,"Ismloss_sum":5366.345579103077,"exgnorm_sum":6460.3550345239755,"gnorm_batch":55245.44815095613,"tdsloss_sum":991.447624518299,"vsquare_sum":50097.59391574596,"Itdsloss_sum":977.9409291920074,"Ivsquare_sum":50755.12534305921,"esstloss_sum":1284.1404067311098,"evstloss_sum":1725.8645475281028,"leadloss_sum":570.9092610304449,"tdvloss1_sum":15492.375639495178,"tdvloss2_sum":9120.762004582048,"tdvloss3_sum":6689.8076224018005,"Iesstloss_sum":1254.8832572797085,"Ievstloss_sum":1628.8206764792958,"Ileadloss_sum":550.094497368284,"Itdvloss1_sum":15076.571346679077,"Itdvloss2_sum":8759.382422866289,"Itdvloss3_sum":6360.026374906798,"sbcdfloss_sum":8656.209343509005,"sbpdfloss_sum":5958.596148306721,"sdregloss_sum":2.981699079355549,"vtimeloss_sum":7221.630338380327,"Isbcdfloss_sum":8626.701928757251,"Isbpdfloss_sum":5932.0264374090375,"Isdregloss_sum":1.5389296451479861,"Ivtimeloss_sum":7210.164136833844,"p0softloss_sum":650397.0846331614,"p1softloss_sum":86871.36120162351,"ptsoftentr_sum":633280.3743413767,"wdnormal_batch":0.03842658392772121,"Ip0softloss_sum":650343.9374153469,"Ip1softloss_sum":86865.64320418528,"gnorm_cap_batch":184201.67040639353,"norm_noreg_batch":1550680.3034407874,"norm_normal_batch":2919828.423894921,"norm_output_batch":652649.3662284098,"sekiweightscale_sum":730026.4368310146,"norm_normal_gamma_batch":1989215.5865950608,"norm_output_noreg_batch":54720.07685343136},"weights":{"wsum":2969051776.0,"nsamp":2969051776.0,"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":52.1001001001001,"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":127892.02381583452,"gnorm_batch":52.100099100100095,"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":52.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":52.1001001001001,"norm_noreg_batch":52.1001001001001,"norm_normal_batch":52.1001001001001,"norm_output_batch":52.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":52.1001001001001,"norm_output_noreg_batch":52.1001001001001},"last_val_metrics":{"sums":{"wsum":800125.259765625,"nsamp":800256.0,"loss_sum":19823663.40966797,"oloss_sum":183455.62201690674,"pacc1_sum":209695.69995117188,"sloss_sum":148304.9057044983,"vloss_sum":221592.39365768433,"Ioloss_sum":183397.94674682617,"Ipacc1_sum":209689.63995361328,"Isloss_sum":148240.2050704956,"Ivloss_sum":221378.6919708252,"fploss_sum":64607.984844207764,"p0loss_sum":662081.8386230469,"p1loss_sum":114410.38416481018,"ptentr_sum":376571.67680358887,"skloss_sum":29860.281626701355,"smloss_sum":17412.513805031776,"wsum_train":8296765658.1631775,"Ifploss_sum":64563.33919906616,"Ip0loss_sum":661956.4374084473,"Ip1loss_sum":114366.78837013245,"Iskloss_sum":29845.139874219894,"Ismloss_sum":17404.339603304863,"nsamp_train":8297309440.0,"tdsloss_sum":3291.712772488594,"vsquare_sum":155553.50296401978,"Itdsloss_sum":3289.8009465634823,"Ivsquare_sum":159128.68313217163,"esstloss_sum":4985.377048641443,"evstloss_sum":6035.67269295454,"leadloss_sum":1918.826625443995,"tdvloss1_sum":50638.478810310364,"tdvloss2_sum":29781.198007583618,"tdvloss3_sum":21582.608941316605,"Iesstloss_sum":4954.71122283116,"Ievstloss_sum":6134.591411963105,"Ileadloss_sum":1908.7000572122633,"Itdvloss1_sum":50460.779198646545,"Itdvloss2_sum":29630.57645225525,"Itdvloss3_sum":21459.46908402443,"sbcdfloss_sum":27686.72955942154,"sbpdfloss_sum":18742.79323387146,"sdregloss_sum":8.952596397371963,"vtimeloss_sum":22491.766624450684,"Isbcdfloss_sum":27646.86955499649,"Isbpdfloss_sum":18680.011234283447,"Isdregloss_sum":5.193540822074283,"Ivtimeloss_sum":22476.248779177666,"p0softloss_sum":2033636.3447265625,"p1softloss_sum":271896.8837585449,"ptsoftentr_sum":1979996.7656860352,"Ip0softloss_sum":2033622.1506347656,"Ip1softloss_sum":271886.95545196533,"norm_noreg_batch":93040.7620546875,"norm_normal_batch":175188.659625,"norm_output_batch":39158.89524609375,"sekiweightscale_sum":2800438.4091796875,"norm_normal_gamma_batch":119352.09646875001,"norm_output_noreg_batch":3283.203990966797},"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":2969051776.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2969051776.0,"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":80.22499421940321,"log_gamma_uncertainty":0.0335589295706821,"log_gamma_lower_confidence":80.15787636026185,"log_gamma_upper_confidence":80.29211207854458,"log_gamma_game_count":5064,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8268121856-d4612191185/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s8268121856-d4612191185","created_at":"2025-01-31T18:54:20.089075Z","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-s8268121856-d4612191185.bin.gz","model_file_bytes":271377462,"model_file_sha256":"2917c61fadd740eb1da5db71690e9bfcd51965b0a98e1bde9fcbdec460afdc39","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s8268121856-d4612191185.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8238467840-d4604432953/?format=json","train_step":8268121856,"total_num_data_rows":4612191185,"extra_stats":{"sums":{"wsum":8267584186.372772,"nsamp":8268121856.0,"loss_sum":6334121.817485827,"oloss_sum":58502.49714209528,"pacc1_sum":67505.71188086335,"sloss_sum":47300.80295704829,"vloss_sum":69578.48756822608,"Ioloss_sum":58482.87956339083,"Ipacc1_sum":67542.29998476605,"Isloss_sum":47278.037578313095,"Ivloss_sum":69128.70524875355,"fploss_sum":20657.620934416882,"p0loss_sum":210074.91755795834,"p1loss_sum":36415.095041502034,"pslr_batch":0.0008115015015015022,"ptentr_sum":120665.3316415599,"skloss_sum":8188.93801165759,"smloss_sum":5419.720870305784,"Ifploss_sum":20645.86084183413,"Ip0loss_sum":209938.0034963727,"Ip1loss_sum":36391.91437223832,"Iskloss_sum":8183.870354283414,"Ismloss_sum":5403.233289374307,"exgnorm_sum":29950.905553170658,"gnorm_batch":59600.04129844056,"tdsloss_sum":1001.2195976178766,"vsquare_sum":50127.65717764907,"Itdsloss_sum":989.9220402082476,"Ivsquare_sum":50722.84090894017,"esstloss_sum":1248.3244319261432,"evstloss_sum":1738.299904349436,"leadloss_sum":586.5053205303545,"tdvloss1_sum":15613.128805961434,"tdvloss2_sum":9215.980853331925,"tdvloss3_sum":6744.6717679992935,"Iesstloss_sum":1232.0756719631543,"Ievstloss_sum":1667.6162953341207,"Ileadloss_sum":567.7342357724095,"Itdvloss1_sum":15269.128880104321,"Itdvloss2_sum":8928.904088787032,"Itdvloss3_sum":6492.388813498543,"sbcdfloss_sum":8691.48189855218,"sbpdfloss_sum":5964.319994554444,"sdregloss_sum":3.037013114127547,"vtimeloss_sum":7179.609096506443,"Isbcdfloss_sum":8663.06357253259,"Isbpdfloss_sum":5939.4471685449635,"Isdregloss_sum":1.7365380656567186,"Ivtimeloss_sum":7167.8681598117655,"p0softloss_sum":650473.8292075313,"p1softloss_sum":86910.83177350242,"ptsoftentr_sum":633342.1986992469,"wdnormal_batch":0.03983128781021166,"Ip0softloss_sum":650414.8714277366,"Ip1softloss_sum":86904.90404515954,"gnorm_cap_batch":191272.738218259,"norm_noreg_batch":1610263.6574053834,"norm_normal_batch":3029250.7006857325,"norm_output_batch":677661.1490060407,"sekiweightscale_sum":734430.705616291,"norm_normal_gamma_batch":2065598.8475729732,"norm_output_noreg_batch":56817.76525082481},"weights":{"wsum":2954457984.0,"nsamp":2954457984.0,"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":54.1001001001001,"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":127984.70891298904,"gnorm_batch":54.1001001001001,"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":54.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":54.1001001001001,"norm_noreg_batch":54.1001001001001,"norm_normal_batch":54.1001001001001,"norm_output_batch":54.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":54.1001001001001,"norm_output_noreg_batch":54.1001001001001},"last_val_metrics":{"sums":{"wsum":800100.4396972656,"nsamp":800256.0,"loss_sum":19818641.044433594,"oloss_sum":182918.87921142578,"pacc1_sum":209851.05993652344,"sloss_sum":147887.0928993225,"vloss_sum":220231.07884979248,"Ioloss_sum":182870.01824569702,"Ipacc1_sum":209971.11993408203,"Isloss_sum":147822.7211380005,"Ivloss_sum":220296.8038406372,"fploss_sum":64491.92893409729,"p0loss_sum":662657.607635498,"p1loss_sum":114204.46269607544,"ptentr_sum":377839.2067718506,"skloss_sum":29379.08326292038,"smloss_sum":17279.947423815727,"wsum_train":8267584186.372772,"Ifploss_sum":64442.34680175781,"Ip0loss_sum":662595.3906707764,"Ip1loss_sum":114152.8536453247,"Iskloss_sum":29389.955986261368,"Ismloss_sum":17264.533087015152,"nsamp_train":8268121856.0,"tdsloss_sum":3273.0251325815916,"vsquare_sum":158203.12576675415,"Itdsloss_sum":3264.4295278191566,"Ivsquare_sum":161512.58267974854,"esstloss_sum":4878.234933517873,"evstloss_sum":5894.9038653075695,"leadloss_sum":1820.8793851658702,"tdvloss1_sum":50078.07997608185,"tdvloss2_sum":29285.74542570114,"tdvloss3_sum":21111.67775440216,"Iesstloss_sum":4923.671447323635,"Ievstloss_sum":6138.785871103406,"Ileadloss_sum":1798.9383386671543,"Itdvloss1_sum":50196.43765258789,"Itdvloss2_sum":29448.164942741394,"Itdvloss3_sum":21291.453279018402,"sbcdfloss_sum":27511.058067321777,"sbpdfloss_sum":18682.699019432068,"sdregloss_sum":9.539892150321975,"vtimeloss_sum":22736.273189663887,"Isbcdfloss_sum":27476.614114284515,"Isbpdfloss_sum":18627.350492954254,"Isdregloss_sum":5.7841425552614965,"Ivtimeloss_sum":22717.733821630478,"p0softloss_sum":2033483.1552734375,"p1softloss_sum":271572.27963256836,"ptsoftentr_sum":1979814.5869140625,"Ip0softloss_sum":2033497.2049560547,"Ip1softloss_sum":271563.3045501709,"norm_noreg_batch":93043.84531640625,"norm_normal_batch":175036.0351171875,"norm_output_batch":39156.47442773438,"sekiweightscale_sum":2800351.5389404297,"norm_normal_gamma_batch":119354.4898125,"norm_output_noreg_batch":3283.0242612304687},"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":2954457984.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2954457984.0,"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":80.24368395996956,"log_gamma_uncertainty":0.03275827865301722,"log_gamma_lower_confidence":80.17816740266352,"log_gamma_upper_confidence":80.3092005172756,"log_gamma_game_count":5282,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8238467840-d4604432953/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s8238467840-d4604432953","created_at":"2025-01-24T18:17:54.149363Z","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-s8238467840-d4604432953.bin.gz","model_file_bytes":271375112,"model_file_sha256":"3ce09dc5928c272bdfa6fe2ddee933d31505222e1cc73fe80f7aacdd34b41710","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s8238467840-d4604432953.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8209287936-d4596492266/?format=json","train_step":8238467840,"total_num_data_rows":4604432953,"extra_stats":{"sums":{"wsum":8237936290.202484,"nsamp":8238467840.0,"loss_sum":6332738.627323002,"oloss_sum":58590.15073675157,"pacc1_sum":67419.1812874891,"sloss_sum":47359.95571610764,"vloss_sum":69513.76994822845,"Ioloss_sum":58571.31402952309,"Ipacc1_sum":67482.56659362439,"Isloss_sum":47336.80805099753,"Ivloss_sum":69089.59606649852,"fploss_sum":20648.75833793453,"p0loss_sum":210355.67327705488,"p1loss_sum":36402.75996373212,"pslr_batch":0.0006915015015015019,"ptentr_sum":120798.07517247015,"skloss_sum":8251.010740635329,"smloss_sum":5412.2723860246815,"Ifploss_sum":20637.250851641576,"Ip0loss_sum":210248.7579658912,"Ip1loss_sum":36386.26048837915,"Iskloss_sum":8242.05172517131,"Ismloss_sum":5393.927550427428,"exgnorm_sum":9.729376860139067e-08,"gnorm_batch":47701.39028573071,"tdsloss_sum":979.0086263929059,"vsquare_sum":50333.442834352805,"Itdsloss_sum":966.2282743529241,"Ivsquare_sum":50920.117651830784,"esstloss_sum":1274.7582995060272,"evstloss_sum":1683.7965022642616,"leadloss_sum":578.5544236126918,"tdvloss1_sum":15345.750169014671,"tdvloss2_sum":8977.858329756451,"tdvloss3_sum":6556.894668980744,"Iesstloss_sum":1267.5270138828723,"Ievstloss_sum":1620.550618442866,"Ileadloss_sum":563.7958389307723,"Itdvloss1_sum":15009.945151261974,"Itdvloss2_sum":8692.74558822181,"Itdvloss3_sum":6303.917428402725,"sbcdfloss_sum":8689.80650241922,"sbpdfloss_sum":5970.466418731956,"sdregloss_sum":2.8536319805695034,"vtimeloss_sum":7158.3398829761045,"Isbcdfloss_sum":8659.285647542816,"Isbpdfloss_sum":5944.923485863098,"Isdregloss_sum":1.6267697172253355,"Ivtimeloss_sum":7144.740448802018,"p0softloss_sum":650246.4928136,"p1softloss_sum":86959.0656130327,"ptsoftentr_sum":633177.3004244192,"wdnormal_batch":0.03387068366212858,"Ip0softloss_sum":650205.7860973964,"Ip1softloss_sum":86954.56266105846,"gnorm_cap_batch":162988.4669707971,"norm_noreg_batch":1372180.1922497682,"norm_normal_batch":2578799.134864608,"norm_output_batch":577425.6824415537,"sekiweightscale_sum":731908.9693627389,"norm_normal_gamma_batch":1760256.8419842646,"norm_output_noreg_batch":48406.798021864706},"weights":{"wsum":2939630976.0,"nsamp":2939630976.0,"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":127954.02623902721,"gnorm_batch":46.1001001001001,"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":46.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":46.1001001001001,"norm_noreg_batch":46.1001001001001,"norm_normal_batch":46.1001001001001,"norm_output_batch":46.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":46.1001001001001,"norm_output_noreg_batch":46.1001001001001},"last_val_metrics":{"sums":{"wsum":800130.1397705078,"nsamp":800256.0,"loss_sum":19819778.177734375,"oloss_sum":183132.2483062744,"pacc1_sum":209909.8299560547,"sloss_sum":148069.92078399658,"vloss_sum":220821.64323806763,"Ioloss_sum":183084.27349472046,"Ipacc1_sum":210015.8299560547,"Isloss_sum":147999.6997642517,"Ivloss_sum":221212.6279258728,"fploss_sum":64407.82836532593,"p0loss_sum":661008.5799407959,"p1loss_sum":113866.40228652954,"ptentr_sum":376969.8515930176,"skloss_sum":29046.337765216827,"smloss_sum":17415.9017868042,"wsum_train":8237936290.202484,"Ifploss_sum":64364.82273864746,"Ip0loss_sum":661036.5774688721,"Ip1loss_sum":113821.0761051178,"Iskloss_sum":29016.984075784683,"Ismloss_sum":17402.830116271973,"nsamp_train":8238467840.0,"tdsloss_sum":3297.3111835718155,"vsquare_sum":157563.19499588013,"Itdsloss_sum":3290.9168651103973,"Ivsquare_sum":160263.50117874146,"esstloss_sum":4915.120592111722,"evstloss_sum":5891.233410954475,"leadloss_sum":1887.6822053901851,"tdvloss1_sum":50143.53611564636,"tdvloss2_sum":29276.295875549316,"tdvloss3_sum":21081.42981982231,"Iesstloss_sum":4901.274649135768,"Ievstloss_sum":6199.254574596882,"Ileadloss_sum":1873.59503993392,"Itdvloss1_sum":50484.89810371399,"Itdvloss2_sum":29589.88904285431,"Itdvloss3_sum":21387.025028944016,"sbcdfloss_sum":27683.12737083435,"sbpdfloss_sum":18724.259434223175,"sdregloss_sum":8.901202562265098,"vtimeloss_sum":22914.117345571518,"Isbcdfloss_sum":27651.20417356491,"Isbpdfloss_sum":18690.69033050537,"Isdregloss_sum":5.108747609658167,"Ivtimeloss_sum":22899.782853603363,"p0softloss_sum":2034082.3852539062,"p1softloss_sum":271300.822013855,"ptsoftentr_sum":1980523.6790771484,"Ip0softloss_sum":2034101.703918457,"Ip1softloss_sum":271292.2649307251,"norm_noreg_batch":93046.244765625,"norm_normal_batch":174865.3750546875,"norm_output_batch":39154.6153125,"sekiweightscale_sum":2800455.4891967773,"norm_normal_gamma_batch":119360.96160937501,"norm_output_noreg_batch":3282.419056640625},"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":2939630976.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2939630976.0,"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":80.24010665661055,"log_gamma_uncertainty":0.032714178031019746,"log_gamma_lower_confidence":80.1746783005485,"log_gamma_upper_confidence":80.30553501267259,"log_gamma_game_count":5314,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8209287936-d4596492266/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s8209287936-d4596492266","created_at":"2025-01-17T17:36:33.937821Z","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-s8209287936-d4596492266.bin.gz","model_file_bytes":271379670,"model_file_sha256":"98cc831c49753972f5afb8e2132d6bcfcecaddaf479f1021c46ab722322e77da","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s8209287936-d4596492266.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8180116224-d4588520151/?format=json","train_step":8209287936,"total_num_data_rows":4596492266,"extra_stats":{"sums":{"wsum":8208762504.651947,"nsamp":8209287936.0,"loss_sum":6334078.780523637,"oloss_sum":58770.10479676488,"pacc1_sum":67408.73463600036,"sloss_sum":47513.48595469468,"vloss_sum":69523.39806039214,"Ioloss_sum":58751.29677979293,"Ipacc1_sum":67453.91520971662,"Isloss_sum":47492.45290993254,"Ivloss_sum":69012.06194850865,"fploss_sum":20648.650083070945,"p0loss_sum":210063.06049492562,"p1loss_sum":36349.73088834558,"pslr_batch":0.00015150150150150153,"ptentr_sum":120497.1034407951,"skloss_sum":7958.377842309908,"smloss_sum":5362.098053916848,"Ifploss_sum":20636.734068251713,"Ip0loss_sum":209948.00712802671,"Ip1loss_sum":36328.501561338046,"Iskloss_sum":7952.42293856844,"Ismloss_sum":5346.92857783119,"exgnorm_sum":5.604782194575848,"gnorm_batch":10929.257373190487,"tdsloss_sum":976.5720748602088,"vsquare_sum":50212.81717687971,"Itdsloss_sum":966.4688698804537,"Ivsquare_sum":50836.975343956205,"esstloss_sum":1209.2275746379187,"evstloss_sum":1737.046480609681,"leadloss_sum":570.6614540200693,"tdvloss1_sum":15393.482471022075,"tdvloss2_sum":9050.418181413834,"tdvloss3_sum":6635.650453730279,"Iesstloss_sum":1191.2968017603876,"Ievstloss_sum":1650.203640598212,"Ileadloss_sum":552.0060348977797,"Itdvloss1_sum":15012.638871233976,"Itdvloss2_sum":8730.571657847875,"Itdvloss3_sum":6352.673519191327,"sbcdfloss_sum":8637.6770648498,"sbpdfloss_sum":5968.654059884621,"sdregloss_sum":2.7274521032223267,"vtimeloss_sum":7337.452323762965,"Isbcdfloss_sum":8609.733736054988,"Isbpdfloss_sum":5940.98980030402,"Isdregloss_sum":1.5529258452495156,"Ivtimeloss_sum":7323.526318231271,"p0softloss_sum":650509.766376546,"p1softloss_sum":86913.11373175721,"ptsoftentr_sum":633396.938777223,"wdnormal_batch":0.00740661164563761,"Ip0softloss_sum":650463.1599462903,"Ip1softloss_sum":86907.4483950951,"gnorm_cap_batch":35709.246357218544,"norm_noreg_batch":300631.3924077031,"norm_normal_batch":564461.3205231935,"norm_output_batch":126499.52828202929,"sekiweightscale_sum":736022.0859724043,"norm_normal_gamma_batch":385704.1871529075,"norm_output_noreg_batch":10604.439215890448},"weights":{"wsum":2925041024.0,"nsamp":2925041024.0,"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":10.1001001001001,"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":127990.7357650609,"gnorm_batch":10.1001001001001,"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":10.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":10.1001001001001,"norm_noreg_batch":10.1001001001001,"norm_normal_batch":10.1001001001001,"norm_output_batch":10.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":10.1001001001001,"norm_output_noreg_batch":10.1001001001001},"last_val_metrics":{"sums":{"wsum":800118.1197509766,"nsamp":800256.0,"loss_sum":19820414.123535156,"oloss_sum":183342.89441680908,"pacc1_sum":209541.23992919922,"sloss_sum":148285.6269416809,"vloss_sum":221815.0513420105,"Ioloss_sum":183292.24221801758,"Ipacc1_sum":209668.0499267578,"Isloss_sum":148218.61360168457,"Ivloss_sum":221135.3256263733,"fploss_sum":64563.406997680664,"p0loss_sum":661665.1913757324,"p1loss_sum":114141.1125793457,"ptentr_sum":376993.7101211548,"skloss_sum":28010.46199142933,"smloss_sum":17236.807076215744,"wsum_train":8208762504.651947,"Ifploss_sum":64521.15752983093,"Ip0loss_sum":661472.5824279785,"Ip1loss_sum":114096.41522789001,"Iskloss_sum":28002.536428809166,"Ismloss_sum":17217.402324080467,"nsamp_train":8209287936.0,"tdsloss_sum":3239.9077533483505,"vsquare_sum":155656.47484588623,"Itdsloss_sum":3228.800008416176,"Ivsquare_sum":159434.73229599,"esstloss_sum":4757.016886558384,"evstloss_sum":5806.775278583169,"leadloss_sum":1774.6983982808888,"tdvloss1_sum":50236.41109085083,"tdvloss2_sum":29362.927919864655,"tdvloss3_sum":21196.12329697609,"Iesstloss_sum":4728.761677522212,"Ievstloss_sum":5810.420962497592,"Ileadloss_sum":1745.7352090999484,"Itdvloss1_sum":49691.40109157562,"Itdvloss2_sum":28897.028682231903,"Itdvloss3_sum":20799.649490594864,"sbcdfloss_sum":27498.105552196503,"sbpdfloss_sum":18716.001880168915,"sdregloss_sum":8.35410372831393,"vtimeloss_sum":22585.131732940674,"Isbcdfloss_sum":27447.922764778137,"Isbpdfloss_sum":18643.06135702133,"Isdregloss_sum":4.757628691353602,"Ivtimeloss_sum":22566.608392477036,"p0softloss_sum":2033456.7142333984,"p1softloss_sum":271639.87020874023,"ptsoftentr_sum":1979841.8154296875,"Ip0softloss_sum":2033424.9499511719,"Ip1softloss_sum":271628.77534484863,"norm_noreg_batch":93045.9394921875,"norm_normal_batch":174701.90723437502,"norm_output_batch":39151.84953515625,"sekiweightscale_sum":2800413.419128418,"norm_normal_gamma_batch":119376.200859375,"norm_output_noreg_batch":3282.0935588378907},"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":2925041024.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2925041024.0,"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":80.27081296485993,"log_gamma_uncertainty":0.03350116095488171,"log_gamma_lower_confidence":80.20381064295016,"log_gamma_upper_confidence":80.3378152867697,"log_gamma_game_count":5020,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8180116224-d4588520151/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s8180116224-d4588520151","created_at":"2025-01-08T11:42:00.511708Z","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-s8180116224-d4588520151.bin.gz","model_file_bytes":271375893,"model_file_sha256":"d55b8e2644b6ac9e255161f9e82ab9559b8b7bb9b8077c04752d90e1844cd477","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s8180116224-d4588520151.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8150702336-d4580586647/?format=json","train_step":8180116224,"total_num_data_rows":4588520151,"extra_stats":{"sums":{"wsum":8179596744.840897,"nsamp":8180116224.0,"loss_sum":6332634.119979917,"oloss_sum":58578.18100206683,"pacc1_sum":67304.85913813993,"sloss_sum":47356.47195602551,"vloss_sum":69596.39179017462,"Ioloss_sum":58557.16116726411,"Ipacc1_sum":67363.50504587087,"Isloss_sum":47333.161659014906,"Ivloss_sum":69095.75308412852,"fploss_sum":20618.78816738778,"p0loss_sum":210468.1300418804,"p1loss_sum":36429.215226833905,"pslr_batch":0.00027150150150150157,"ptentr_sum":120997.99402895957,"skloss_sum":7812.720452254904,"smloss_sum":5442.47342978977,"Ifploss_sum":20607.030258341212,"Ip0loss_sum":210327.33737636768,"Ip1loss_sum":36406.42979440343,"Iskloss_sum":7802.897203684905,"Ismloss_sum":5422.0994915521305,"exgnorm_sum":1.1506351300034066e-06,"gnorm_batch":19290.40311513868,"tdsloss_sum":993.8634221965275,"vsquare_sum":50178.59095539007,"Itdsloss_sum":979.7455973169158,"Ivsquare_sum":50816.976618701745,"esstloss_sum":1243.3795510837535,"evstloss_sum":1712.354904751132,"leadloss_sum":590.4896101767192,"tdvloss1_sum":15456.159742053476,"tdvloss2_sum":9071.555405225949,"tdvloss3_sum":6646.495349883229,"Iesstloss_sum":1220.0018945282516,"Ievstloss_sum":1639.6921036406823,"Ileadloss_sum":569.6489392803883,"Itdvloss1_sum":15062.000773491578,"Itdvloss2_sum":8734.195566414784,"Itdvloss3_sum":6346.128748380458,"sbcdfloss_sum":8721.512555247204,"sbpdfloss_sum":5973.559664855549,"sdregloss_sum":2.7674911389853487,"vtimeloss_sum":7387.400158054862,"Isbcdfloss_sum":8687.275188055994,"Isbpdfloss_sum":5945.419037259157,"Isdregloss_sum":1.6471140131308213,"Ivtimeloss_sum":7373.005018885639,"p0softloss_sum":650333.922989618,"p1softloss_sum":86871.55312614834,"ptsoftentr_sum":633253.8743996201,"wdnormal_batch":0.013245812980090355,"Ip0softloss_sum":650283.8088678096,"Ip1softloss_sum":86865.61512790577,"gnorm_cap_batch":63993.51760468045,"norm_noreg_batch":538762.1725586732,"norm_normal_batch":1010535.6728843318,"norm_output_batch":226682.53856827976,"sekiweightscale_sum":743649.9145607556,"norm_normal_gamma_batch":691261.0234641422,"norm_output_noreg_batch":19001.358193453005},"weights":{"wsum":2910455168.0,"nsamp":2910455168.0,"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":18.1001001001001,"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":127900.23729349385,"gnorm_batch":18.1001001001001,"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":18.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":18.1001001001001,"norm_noreg_batch":18.1001001001001,"norm_normal_batch":18.1001001001001,"norm_output_batch":18.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":18.1001001001001,"norm_output_noreg_batch":18.1001001001001},"last_val_metrics":{"sums":{"wsum":800118.8797607422,"nsamp":800256.0,"loss_sum":19822842.442871094,"oloss_sum":183212.54090499878,"pacc1_sum":209549.56994628906,"sloss_sum":148164.4822692871,"vloss_sum":221280.1015472412,"Ioloss_sum":183130.79524993896,"Ipacc1_sum":209636.75994873047,"Isloss_sum":148093.31246566772,"Ivloss_sum":221826.01511001587,"fploss_sum":64555.736726760864,"p0loss_sum":662597.6251678467,"p1loss_sum":114202.61277008057,"ptentr_sum":377594.03785705566,"skloss_sum":26790.172948360443,"smloss_sum":17470.02367722988,"wsum_train":8179596744.840897,"Ifploss_sum":64511.90547943115,"Ip0loss_sum":662543.9669647217,"Ip1loss_sum":114159.0115737915,"Iskloss_sum":26747.90124899149,"Ismloss_sum":17453.372126936913,"nsamp_train":8180116224.0,"tdsloss_sum":3319.821580260992,"vsquare_sum":156557.26600265503,"Itdsloss_sum":3310.4702360630035,"Ivsquare_sum":158870.32508087158,"esstloss_sum":5101.022819787264,"evstloss_sum":5877.800118505955,"leadloss_sum":1929.9407538361847,"tdvloss1_sum":50070.31910800934,"tdvloss2_sum":29241.65998363495,"tdvloss3_sum":21095.754502296448,"Iesstloss_sum":5062.0948339719325,"Ievstloss_sum":6199.848812684417,"Ileadloss_sum":1897.290705550462,"Itdvloss1_sum":50601.938588142395,"Itdvloss2_sum":29753.232929229736,"Itdvloss3_sum":21618.24752664566,"sbcdfloss_sum":27727.41365337372,"sbpdfloss_sum":18728.33333015442,"sdregloss_sum":9.167832855717279,"vtimeloss_sum":22845.262121081352,"Isbcdfloss_sum":27700.19132900238,"Isbpdfloss_sum":18693.160487651825,"Isdregloss_sum":5.23612539836904,"Ivtimeloss_sum":22829.35379898548,"p0softloss_sum":2033318.0239868164,"p1softloss_sum":271599.30379486084,"ptsoftentr_sum":1979625.6563720703,"Ip0softloss_sum":2033337.0009765625,"Ip1softloss_sum":271591.67349243164,"norm_noreg_batch":93047.563546875,"norm_normal_batch":174526.167421875,"norm_output_batch":39149.489771484376,"sekiweightscale_sum":2800416.0791625977,"norm_normal_gamma_batch":119385.3956953125,"norm_output_noreg_batch":3281.6524387207032},"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":2910455168.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2910455168.0,"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":80.24895374459454,"log_gamma_uncertainty":0.0335224265810591,"log_gamma_lower_confidence":80.18190889143243,"log_gamma_upper_confidence":80.31599859775666,"log_gamma_game_count":5128,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8150702336-d4580586647/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s8150702336-d4580586647","created_at":"2025-01-01T02:25:33.906082Z","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-s8150702336-d4580586647.bin.gz","model_file_bytes":271376563,"model_file_sha256":"8fa01f8faf2df132d49f7aa204a5aaf702b2a4d522208d484309a3b3d0215d51","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s8150702336-d4580586647.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8121048832-d4572687465/?format=json","train_step":8150702336,"total_num_data_rows":4580586647,"extra_stats":{"sums":{"wsum":8150188839.009842,"nsamp":8150702336.0,"loss_sum":6331734.690568027,"oloss_sum":58453.616230686246,"pacc1_sum":67419.97634125574,"sloss_sum":47279.60699093126,"vloss_sum":69350.71361845077,"Ioloss_sum":58435.24076306981,"Ipacc1_sum":67412.35248544083,"Isloss_sum":47256.820672491434,"Ivloss_sum":68817.2534900831,"fploss_sum":20605.664946041234,"p0loss_sum":210600.4094950834,"p1loss_sum":36350.33971013346,"pslr_batch":0.0008415015015015023,"ptentr_sum":121115.98006857393,"skloss_sum":7584.994375558652,"smloss_sum":5349.3765740212975,"Ifploss_sum":20594.433629764797,"Ip0loss_sum":210477.89260980612,"Ip1loss_sum":36330.68751238839,"Iskloss_sum":7576.630743278926,"Ismloss_sum":5330.89372763265,"exgnorm_sum":1252.8450037484947,"gnorm_batch":59974.074171071705,"tdsloss_sum":982.5522100492338,"vsquare_sum":50370.370219635406,"Itdsloss_sum":970.1900496555346,"Ivsquare_sum":50963.72467562601,"esstloss_sum":1292.5908840900531,"evstloss_sum":1702.008551302404,"leadloss_sum":565.5645434247592,"tdvloss1_sum":15373.336337481955,"tdvloss2_sum":9018.328573046208,"tdvloss3_sum":6584.916526293535,"Iesstloss_sum":1270.550141131519,"Ievstloss_sum":1618.6785814314383,"Ileadloss_sum":544.2032654797408,"Itdvloss1_sum":14972.431409903547,"Itdvloss2_sum":8683.987231302748,"Itdvloss3_sum":6294.6957992545895,"sbcdfloss_sum":8612.323639762408,"sbpdfloss_sum":5947.2049381288325,"sdregloss_sum":2.878509688279242,"vtimeloss_sum":7346.04487764205,"Isbcdfloss_sum":8580.78645355019,"Isbpdfloss_sum":5919.361525671196,"Isdregloss_sum":1.6205478880797783,"Ivtimeloss_sum":7333.694268066648,"p0softloss_sum":650306.196376553,"p1softloss_sum":86878.26788677029,"ptsoftentr_sum":633211.4626264678,"wdnormal_batch":0.04096576255564089,"Ip0softloss_sum":650262.952657121,"Ip1softloss_sum":86873.1815556747,"gnorm_cap_batch":198343.80603012448,"norm_noreg_batch":1669920.4796310896,"norm_normal_batch":3128859.3699217513,"norm_output_batch":702536.5374037472,"sekiweightscale_sum":749952.7336031547,"norm_normal_gamma_batch":2142698.960061624,"norm_output_noreg_batch":58888.755316947725},"weights":{"wsum":2895748224.0,"nsamp":2895748224.0,"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":56.1001001001001,"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":127925.9037708235,"gnorm_batch":56.1001001001001,"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":56.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":56.1001001001001,"norm_noreg_batch":56.1001001001001,"norm_normal_batch":56.1001001001001,"norm_output_batch":56.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":56.1001001001001,"norm_output_noreg_batch":56.1001001001001},"last_val_metrics":{"sums":{"wsum":800104.5997314453,"nsamp":800256.0,"loss_sum":19830335.75830078,"oloss_sum":183077.84366607666,"pacc1_sum":209379.42993164062,"sloss_sum":148158.82444763184,"vloss_sum":222010.43171310425,"Ioloss_sum":183027.87299728394,"Ipacc1_sum":209398.48992919922,"Isloss_sum":148090.07683563232,"Ivloss_sum":223542.12349700928,"fploss_sum":64634.71338844299,"p0loss_sum":662418.6683349609,"p1loss_sum":114410.77749824524,"ptentr_sum":377525.20138549805,"skloss_sum":27180.31994110346,"smloss_sum":17313.18192923069,"wsum_train":8150188839.009842,"Ifploss_sum":64589.46276855469,"Ip0loss_sum":662461.9986114502,"Ip1loss_sum":114377.2266407013,"Iskloss_sum":27148.825697779655,"Ismloss_sum":17296.568476080894,"nsamp_train":8150702336.0,"tdsloss_sum":3244.3274601846933,"vsquare_sum":150941.1951713562,"Itdsloss_sum":3237.3113666176796,"Ivsquare_sum":155883.31986618042,"esstloss_sum":4595.5457548145205,"evstloss_sum":5740.24688526988,"leadloss_sum":1871.4294333606958,"tdvloss1_sum":50465.79161453247,"tdvloss2_sum":29553.596440792084,"tdvloss3_sum":21362.003566980362,"Iesstloss_sum":4597.672167664394,"Ievstloss_sum":6618.197880923748,"Ileadloss_sum":1856.3618637807667,"Itdvloss1_sum":51978.898962020874,"Itdvloss2_sum":31038.06827402115,"Itdvloss3_sum":22824.820058107376,"sbcdfloss_sum":27561.331381082535,"sbpdfloss_sum":18706.980046749115,"sdregloss_sum":8.610910932882689,"vtimeloss_sum":23071.067859888077,"Isbcdfloss_sum":27537.626005649567,"Isbpdfloss_sum":18695.234575748444,"Isdregloss_sum":4.758074416051386,"Ivtimeloss_sum":23074.456256389618,"p0softloss_sum":2033450.514038086,"p1softloss_sum":271848.2486419678,"ptsoftentr_sum":1979811.9855957031,"Ip0softloss_sum":2033520.6278076172,"Ip1softloss_sum":271842.4804916382,"norm_noreg_batch":93051.19630078126,"norm_normal_batch":174345.494390625,"norm_output_batch":39146.62325390625,"sekiweightscale_sum":2800366.0990600586,"norm_normal_gamma_batch":119394.8469609375,"norm_output_noreg_batch":3281.3868508300784},"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":2895748224.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2895748224.0,"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":80.20424597548359,"log_gamma_uncertainty":0.03316046092230075,"log_gamma_lower_confidence":80.13792505363898,"log_gamma_upper_confidence":80.2705668973282,"log_gamma_game_count":5164,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8121048832-d4572687465/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s8121048832-d4572687465","created_at":"2024-12-25T02:03:58.954371Z","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-s8121048832-d4572687465.bin.gz","model_file_bytes":271363249,"model_file_sha256":"d65b36bd7967ad087fdb20dbe64b1d5eafebfd9a0ccd15dd5ae045695cfa86e8","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s8121048832-d4572687465.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8091394304-d4564960159/?format=json","train_step":8121048832,"total_num_data_rows":4572687465,"extra_stats":{"sums":{"wsum":8120541633.179398,"nsamp":8121048832.0,"loss_sum":6331878.433338152,"oloss_sum":58613.02965363387,"pacc1_sum":67380.63969791563,"sloss_sum":47402.74269463152,"vloss_sum":69356.1316887094,"Ioloss_sum":58592.704435689484,"Ipacc1_sum":67393.44640736954,"Isloss_sum":47379.46156867714,"Ivloss_sum":68896.74015809604,"fploss_sum":20662.196723540586,"p0loss_sum":210568.5367664898,"p1loss_sum":36393.12415910812,"pslr_batch":0.0008115015015015022,"ptentr_sum":121059.12712793943,"skloss_sum":7703.722816250997,"smloss_sum":5384.049588988579,"Ifploss_sum":20651.385732653205,"Ip0loss_sum":210432.69743508514,"Ip1loss_sum":36368.95861033716,"Iskloss_sum":7694.132961618032,"Ismloss_sum":5367.336456170404,"exgnorm_sum":16312.195809024373,"gnorm_batch":57465.62947318383,"tdsloss_sum":989.2447227734632,"vsquare_sum":50454.62728033089,"Itdsloss_sum":975.8892246663885,"Ivsquare_sum":51101.18785157146,"esstloss_sum":1238.7561478618115,"evstloss_sum":1696.7481416582993,"leadloss_sum":571.1084940907774,"tdvloss1_sum":15358.441435590174,"tdvloss2_sum":9028.309596998315,"tdvloss3_sum":6609.688613358305,"Iesstloss_sum":1209.8190961953896,"Ievstloss_sum":1613.1219769825698,"Ileadloss_sum":547.7185772815154,"Itdvloss1_sum":14978.596511883658,"Itdvloss2_sum":8694.84831376567,"Itdvloss3_sum":6308.133235879555,"sbcdfloss_sum":8650.886480592786,"sbpdfloss_sum":5959.192021898618,"sdregloss_sum":2.906239909167223,"vtimeloss_sum":7247.890937730059,"Isbcdfloss_sum":8621.479976837843,"Isbpdfloss_sum":5932.087924843308,"Isdregloss_sum":1.5884936702042811,"Ivtimeloss_sum":7232.812558104349,"p0softloss_sum":650247.7300694762,"p1softloss_sum":86912.12437935117,"ptsoftentr_sum":633118.5218433737,"wdnormal_batch":0.03941655474910949,"Ip0softloss_sum":650196.9616283606,"Ip1softloss_sum":86906.0149744358,"gnorm_cap_batch":191272.738218259,"norm_noreg_batch":1610357.5896856685,"norm_normal_batch":3014089.5880571157,"norm_output_batch":677447.3093610163,"sekiweightscale_sum":748724.5152266157,"norm_normal_gamma_batch":2066547.1076352552,"norm_output_noreg_batch":56782.17024887402},"weights":{"wsum":2880921472.0,"nsamp":2880921472.0,"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":54.1001001001001,"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":127985.37183280832,"gnorm_batch":54.1001001001001,"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":54.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":54.1001001001001,"norm_noreg_batch":54.1001001001001,"norm_normal_batch":54.1001001001001,"norm_output_batch":54.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":54.1001001001001,"norm_output_noreg_batch":54.1001001001001},"last_val_metrics":{"sums":{"wsum":800146.6798095703,"nsamp":800256.0,"loss_sum":19812795.89404297,"oloss_sum":183398.07962417603,"pacc1_sum":209204.4599609375,"sloss_sum":148388.57333374023,"vloss_sum":221613.14336395264,"Ioloss_sum":183340.5200881958,"Ipacc1_sum":209192.4599609375,"Isloss_sum":148315.61545944214,"Ivloss_sum":221157.26445007324,"fploss_sum":64675.86779785156,"p0loss_sum":662758.697769165,"p1loss_sum":114236.31962776184,"ptentr_sum":377848.6565551758,"skloss_sum":26119.726689696312,"smloss_sum":17391.98107588291,"wsum_train":8120541633.179398,"Ifploss_sum":64631.19937133789,"Ip0loss_sum":662637.0223236084,"Ip1loss_sum":114190.14460754395,"Iskloss_sum":26122.624787330627,"Ismloss_sum":17385.376714110374,"nsamp_train":8121048832.0,"tdsloss_sum":3240.6942076683044,"vsquare_sum":153706.4023628235,"Itdsloss_sum":3239.4282815754414,"Ivsquare_sum":158506.18409729004,"esstloss_sum":4457.851207476109,"evstloss_sum":5891.776496857405,"leadloss_sum":1840.64870422706,"tdvloss1_sum":50420.55312919617,"tdvloss2_sum":29582.306042671204,"tdvloss3_sum":21419.471531629562,"Iesstloss_sum":4469.485780471936,"Ievstloss_sum":5987.849770098925,"Ileadloss_sum":1835.6791716255248,"Itdvloss1_sum":50007.7969417572,"Itdvloss2_sum":29231.887701034546,"Itdvloss3_sum":21123.770124673843,"sbcdfloss_sum":27663.423169374466,"sbpdfloss_sum":18726.20909500122,"sdregloss_sum":8.749256133160088,"vtimeloss_sum":23249.238240122795,"Isbcdfloss_sum":27629.998708724976,"Isbpdfloss_sum":18663.758361816406,"Isdregloss_sum":5.017857614700915,"Ivtimeloss_sum":23240.38384115696,"p0softloss_sum":2032587.7885131836,"p1softloss_sum":271576.3547744751,"ptsoftentr_sum":1978919.749572754,"Ip0softloss_sum":2032554.4435424805,"Ip1softloss_sum":271565.4982070923,"norm_noreg_batch":93049.1998125,"norm_normal_batch":174159.6805546875,"norm_output_batch":39144.080326171876,"sekiweightscale_sum":2800513.379333496,"norm_normal_gamma_batch":119408.95059375,"norm_output_noreg_batch":3280.972060546875},"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":2880921472.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2880921472.0,"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":80.1999692397342,"log_gamma_uncertainty":0.03411024410224767,"log_gamma_lower_confidence":80.13174875152971,"log_gamma_upper_confidence":80.26818972793869,"log_gamma_game_count":4967,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8091394304-d4564960159/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s8091394304-d4564960159","created_at":"2024-12-17T21:02:25.960068Z","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-s8091394304-d4564960159.bin.gz","model_file_bytes":271375950,"model_file_sha256":"bb12406f5f70fc6b435800ed917fb0bae56a041c372e79345ed18a37ca8ee0c0","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s8091394304-d4564960159.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8061737216-d4556949273/?format=json","train_step":8091394304,"total_num_data_rows":4564960159,"extra_stats":{"sums":{"wsum":8090893101.388504,"nsamp":8091394304.0,"loss_sum":6331283.718574411,"oloss_sum":58494.65065584684,"pacc1_sum":67520.43939199855,"sloss_sum":47331.62817966478,"vloss_sum":69428.02609515493,"Ioloss_sum":58475.29154231693,"Ipacc1_sum":67546.27619251472,"Isloss_sum":47309.05764961474,"Ivloss_sum":68951.75462472839,"fploss_sum":20598.399909503547,"p0loss_sum":210348.6761011736,"p1loss_sum":36258.67304008813,"pslr_batch":0.00030150150150150154,"ptentr_sum":121114.27168247299,"skloss_sum":7448.544921866483,"smloss_sum":5358.13120133452,"Ifploss_sum":20586.511536671183,"Ip0loss_sum":210234.5297867249,"Ip1loss_sum":36239.5318139584,"Iskloss_sum":7440.043827385415,"Ismloss_sum":5339.55091597908,"exgnorm_sum":54.32749482143365,"gnorm_batch":20732.344820907787,"tdsloss_sum":976.744231741701,"vsquare_sum":50525.48231466206,"Itdsloss_sum":963.9043308586155,"Ivsquare_sum":51138.09484080392,"esstloss_sum":1184.7720989591476,"evstloss_sum":1702.8142455394636,"leadloss_sum":582.4859270626499,"tdvloss1_sum":15400.105903131234,"tdvloss2_sum":9037.896059312488,"tdvloss3_sum":6610.293361948393,"Iesstloss_sum":1164.1287902914657,"Ievstloss_sum":1621.7653809156047,"Ileadloss_sum":565.1915927233451,"Itdvloss1_sum":15030.555616286725,"Itdvloss2_sum":8728.739189610054,"Itdvloss3_sum":6342.567994196382,"sbcdfloss_sum":8631.439007426185,"sbpdfloss_sum":5958.313352857506,"sdregloss_sum":2.835417018027361,"vtimeloss_sum":7355.088928427494,"Isbcdfloss_sum":8601.291877068732,"Isbpdfloss_sum":5931.018805357688,"Isdregloss_sum":1.597237319242767,"Ivtimeloss_sum":7344.217009869136,"p0softloss_sum":650395.9129548792,"p1softloss_sum":86781.83675565194,"ptsoftentr_sum":633259.3061287724,"wdnormal_batch":0.014609247585458566,"Ip0softloss_sum":650351.4749614602,"Ip1softloss_sum":86776.44279770553,"gnorm_cap_batch":71064.58541654592,"norm_noreg_batch":598299.8112415117,"norm_normal_batch":1118565.1234911215,"norm_output_batch":251676.37643854116,"sekiweightscale_sum":757100.4896410942,"norm_normal_gamma_batch":767893.2968652596,"norm_output_noreg_batch":21092.713818025324},"weights":{"wsum":2866094208.0,"nsamp":2866094208.0,"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":20.1001001001001,"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":127930.5394621104,"gnorm_batch":20.1001001001001,"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":20.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":20.1001001001001,"norm_noreg_batch":20.1001001001001,"norm_normal_batch":20.1001001001001,"norm_output_batch":20.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":20.1001001001001,"norm_output_noreg_batch":20.1001001001001},"last_val_metrics":{"sums":{"wsum":800113.9997558594,"nsamp":800256.0,"loss_sum":19820524.82470703,"oloss_sum":183337.6223526001,"pacc1_sum":209582.61993408203,"sloss_sum":148370.8509941101,"vloss_sum":222249.3614654541,"Ioloss_sum":183278.98123168945,"Ipacc1_sum":209653.30993652344,"Isloss_sum":148304.3064956665,"Ivloss_sum":222061.98168945312,"fploss_sum":64570.38981246948,"p0loss_sum":662690.8422698975,"p1loss_sum":114164.61853408813,"ptentr_sum":378115.6559829712,"skloss_sum":26003.12107014656,"smloss_sum":17325.908716201782,"wsum_train":8090893101.388504,"Ifploss_sum":64523.895711898804,"Ip0loss_sum":662648.6658477783,"Ip1loss_sum":114115.60691070557,"Iskloss_sum":25981.951877951622,"Ismloss_sum":17324.83400928974,"nsamp_train":8091394304.0,"tdsloss_sum":3273.1572844088078,"vsquare_sum":155296.26305007935,"Itdsloss_sum":3277.4865953326225,"Ivsquare_sum":159537.64134597778,"esstloss_sum":4892.534399373457,"evstloss_sum":6117.818754225969,"leadloss_sum":1964.972616262734,"tdvloss1_sum":50800.68792629242,"tdvloss2_sum":29956.061252117157,"tdvloss3_sum":21793.835778474808,"Iesstloss_sum":4890.262227535248,"Ievstloss_sum":6206.788485199213,"Ileadloss_sum":1956.9299749322236,"Itdvloss1_sum":50647.40901470184,"Itdvloss2_sum":29859.777408599854,"Itdvloss3_sum":21744.415616750717,"sbcdfloss_sum":27577.186640262604,"sbpdfloss_sum":18691.382400512695,"sdregloss_sum":8.862038154271431,"vtimeloss_sum":23342.316272854805,"Isbcdfloss_sum":27552.37914609909,"Isbpdfloss_sum":18634.231103897095,"Isdregloss_sum":5.061983460211195,"Ivtimeloss_sum":23336.87684881687,"p0softloss_sum":2032832.7743530273,"p1softloss_sum":271453.96909332275,"ptsoftentr_sum":1979043.6814575195,"Ip0softloss_sum":2032837.4771118164,"Ip1softloss_sum":271443.0532836914,"norm_noreg_batch":93048.52210546876,"norm_normal_batch":173961.3749296875,"norm_output_batch":39141.122226562504,"sekiweightscale_sum":2800398.999145508,"norm_normal_gamma_batch":119424.2020546875,"norm_output_noreg_batch":3280.371816650391},"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":2866094208.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2866094208.0,"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":80.20451895882351,"log_gamma_uncertainty":0.03333833449435807,"log_gamma_lower_confidence":80.1378422898348,"log_gamma_upper_confidence":80.27119562781223,"log_gamma_game_count":5055,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8061737216-d4556949273/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s8061737216-d4556949273","created_at":"2024-12-08T15:50:42.934303Z","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-s8061737216-d4556949273.bin.gz","model_file_bytes":271377575,"model_file_sha256":"969572d34577047b3e8195fd88c63175641e1ef9a08ccf5f129b8c8464f455f6","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s8061737216-d4556949273.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8032072448-d4548958859/?format=json","train_step":8061737216,"total_num_data_rows":4556949273,"extra_stats":{"sums":{"wsum":8061241995.997879,"nsamp":8061737216.0,"loss_sum":6331081.070237606,"oloss_sum":58538.497449174065,"pacc1_sum":67308.70221157486,"sloss_sum":47350.251224407795,"vloss_sum":69445.48226272894,"Ioloss_sum":58519.47381667104,"Ipacc1_sum":67346.76550764382,"Isloss_sum":47326.958053456445,"Ivloss_sum":68886.38667264365,"fploss_sum":20613.168640701322,"p0loss_sum":210544.78671857098,"p1loss_sum":36330.30861822682,"pslr_batch":0.0003315015015015015,"ptentr_sum":121246.97725380708,"skloss_sum":7196.456212466124,"smloss_sum":5430.241095337032,"Ifploss_sum":20602.222270130304,"Ip0loss_sum":210398.57607643248,"Ip1loss_sum":36308.484202295134,"Iskloss_sum":7185.212089375563,"Ismloss_sum":5414.633356067278,"exgnorm_sum":84364.48470017959,"gnorm_batch":23228.71652428539,"tdsloss_sum":984.6560039754439,"vsquare_sum":50515.573034769455,"Itdsloss_sum":973.9117670741493,"Ivsquare_sum":51125.924529608325,"esstloss_sum":1211.0098738564977,"evstloss_sum":1721.8289061198889,"leadloss_sum":583.2076706832217,"tdvloss1_sum":15366.333790685172,"tdvloss2_sum":9035.087594726823,"tdvloss3_sum":6622.621329348986,"Iesstloss_sum":1196.9664747307538,"Ievstloss_sum":1637.2016834883123,"Ileadloss_sum":560.4693538664364,"Itdvloss1_sum":14930.892543977337,"Itdvloss2_sum":8668.481462194857,"Itdvloss3_sum":6301.767005432227,"sbcdfloss_sum":8699.917723637716,"sbpdfloss_sum":5956.923554409872,"sdregloss_sum":2.8248860063861403,"vtimeloss_sum":7230.59049182129,"Isbcdfloss_sum":8669.399011138868,"Isbpdfloss_sum":5927.951510518095,"Isdregloss_sum":1.5258373109578947,"Ivtimeloss_sum":7220.4146655542045,"p0softloss_sum":650368.0797002439,"p1softloss_sum":86791.2266337164,"ptsoftentr_sum":633248.2801859732,"wdnormal_batch":0.01602454533129279,"Ip0softloss_sum":650305.4450761192,"Ip1softloss_sum":86785.23089067944,"gnorm_cap_batch":78135.6532284114,"norm_noreg_batch":657833.7357169583,"norm_normal_batch":1228450.7298923575,"norm_output_batch":276699.13600358914,"sekiweightscale_sum":754274.7746250074,"norm_normal_gamma_batch":844417.1913048357,"norm_output_noreg_batch":23189.871776427375},"weights":{"wsum":2851265664.0,"nsamp":2851265664.0,"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":22.1001001001001,"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":127997.58207506879,"gnorm_batch":22.1001001001001,"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":22.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":22.1001001001001,"norm_noreg_batch":22.1001001001001,"norm_normal_batch":22.1001001001001,"norm_output_batch":22.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":22.1001001001001,"norm_output_noreg_batch":22.1001001001001},"last_val_metrics":{"sums":{"wsum":800128.2797851562,"nsamp":800256.0,"loss_sum":19805120.171875,"oloss_sum":183368.906955719,"pacc1_sum":209330.5799560547,"sloss_sum":148409.14359283447,"vloss_sum":222122.5400543213,"Ioloss_sum":183311.91708374023,"Ipacc1_sum":209372.5799560547,"Isloss_sum":148334.7707977295,"Ivloss_sum":221586.0103302002,"fploss_sum":64617.04002189636,"p0loss_sum":662359.7488250732,"p1loss_sum":114070.71256065369,"ptentr_sum":377787.9147720337,"skloss_sum":25667.643908441067,"smloss_sum":17262.651107430458,"wsum_train":8061241995.997879,"Ifploss_sum":64569.76970100403,"Ip0loss_sum":662241.3913574219,"Ip1loss_sum":114023.45734214783,"Iskloss_sum":25658.59482049942,"Ismloss_sum":17244.02752006054,"nsamp_train":8061737216.0,"tdsloss_sum":3237.57339990139,"vsquare_sum":155588.56713485718,"Itdsloss_sum":3227.939740985632,"Ivsquare_sum":159134.27125167847,"esstloss_sum":4585.900423107669,"evstloss_sum":5983.534591108561,"leadloss_sum":1861.517006020993,"tdvloss1_sum":50075.28901100159,"tdvloss2_sum":29261.32944393158,"tdvloss3_sum":21146.79243373871,"Iesstloss_sum":4597.450504263863,"Ievstloss_sum":5960.603836596012,"Ileadloss_sum":1832.8134914003313,"Itdvloss1_sum":49608.31879520416,"Itdvloss2_sum":28847.930517196655,"Itdvloss3_sum":20780.863503456116,"sbcdfloss_sum":27510.303819179535,"sbpdfloss_sum":18682.160683631897,"sdregloss_sum":8.39232877601171,"vtimeloss_sum":23249.062858581543,"Isbcdfloss_sum":27465.016916275024,"Isbpdfloss_sum":18614.56032180786,"Isdregloss_sum":4.850111378735164,"Ivtimeloss_sum":23236.831896662712,"p0softloss_sum":2032328.4699707031,"p1softloss_sum":271418.24684906006,"ptsoftentr_sum":1978706.9555664062,"Ip0softloss_sum":2032297.4849853516,"Ip1softloss_sum":271406.8889770508,"norm_noreg_batch":93048.80295703125,"norm_normal_batch":173760.9446015625,"norm_output_batch":39138.32897460937,"sekiweightscale_sum":2800448.979248047,"norm_normal_gamma_batch":119440.479234375,"norm_output_noreg_batch":3280.151256591797},"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":2851265664.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2851265664.0,"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":80.18732958972544,"log_gamma_uncertainty":0.03356359844888893,"log_gamma_lower_confidence":80.12020239282766,"log_gamma_upper_confidence":80.25445678662321,"log_gamma_game_count":5097,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8032072448-d4548958859/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s8032072448-d4548958859","created_at":"2024-11-28T03:59:01.005856Z","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-s8032072448-d4548958859.bin.gz","model_file_bytes":271374691,"model_file_sha256":"05d753b297a05bed391d532e2c547ccfdb98cfbaab8dbcdefae58651f290fa11","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s8032072448-d4548958859.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8003120896-d4541551568/?format=json","train_step":8032072448,"total_num_data_rows":4548958859,"extra_stats":{"sums":{"wsum":8031583163.427322,"nsamp":8032072448.0,"loss_sum":6330094.978667754,"oloss_sum":58546.4518667823,"pacc1_sum":67599.81004239798,"sloss_sum":47374.36444225307,"vloss_sum":69457.31566171774,"Ioloss_sum":58527.57980614818,"Ipacc1_sum":67632.58981756029,"Isloss_sum":47351.84088078128,"Ivloss_sum":69041.16182025774,"fploss_sum":20601.026348558695,"p0loss_sum":210016.0141018168,"p1loss_sum":36302.04986377428,"pslr_batch":0.0005115015015015014,"ptentr_sum":120610.43469147176,"skloss_sum":7406.212573071477,"smloss_sum":5395.574282305714,"Ifploss_sum":20590.612871071648,"Ip0loss_sum":209889.26545603812,"Ip1loss_sum":36282.38018129949,"Iskloss_sum":7399.489784751154,"Ismloss_sum":5379.528274679336,"exgnorm_sum":1247.019804984341,"gnorm_batch":36852.8258654951,"tdsloss_sum":977.0083685687138,"vsquare_sum":50410.71854015257,"Itdsloss_sum":966.0906818710384,"Ivsquare_sum":51010.00337159665,"esstloss_sum":1212.39819594965,"evstloss_sum":1674.5040673676972,"leadloss_sum":564.461387899555,"tdvloss1_sum":15236.820032438702,"tdvloss2_sum":8889.759162382896,"tdvloss3_sum":6485.81178260571,"Iesstloss_sum":1188.1504178201965,"Ievstloss_sum":1603.9912577137177,"Ileadloss_sum":546.6046422011052,"Itdvloss1_sum":14913.48616244457,"Itdvloss2_sum":8617.736058153358,"Itdvloss3_sum":6248.142735737388,"sbcdfloss_sum":8664.542754017817,"sbpdfloss_sum":5948.82218634786,"sdregloss_sum":2.974796341032836,"vtimeloss_sum":7312.6270069936845,"Isbcdfloss_sum":8635.836206928208,"Isbpdfloss_sum":5923.417730262449,"Isdregloss_sum":1.7071051748552168,"Ivtimeloss_sum":7298.696993619961,"p0softloss_sum":650358.1935767177,"p1softloss_sum":86723.87656148552,"ptsoftentr_sum":633273.2881573779,"wdnormal_batch":0.024663269743665776,"Ip0softloss_sum":650316.8478017503,"Ip1softloss_sum":86719.3040879651,"gnorm_cap_batch":120562.06009960425,"norm_noreg_batch":1015017.0583334616,"norm_normal_batch":1893221.8665594996,"norm_output_batch":426913.2763111335,"sekiweightscale_sum":761924.8065654059,"norm_normal_gamma_batch":1303077.4939246327,"norm_output_noreg_batch":35779.09461001317},"weights":{"wsum":2836433280.0,"nsamp":2836433280.0,"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":34.1001001001001,"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":127980.16670476428,"gnorm_batch":34.1001001001001,"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":34.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":34.1001001001001,"norm_noreg_batch":34.1001001001001,"norm_normal_batch":34.1001001001001,"norm_output_batch":34.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":34.1001001001001,"norm_output_noreg_batch":34.1001001001001},"last_val_metrics":{"sums":{"wsum":800093.3397216797,"nsamp":800256.0,"loss_sum":19811772.2578125,"oloss_sum":183409.20359802246,"pacc1_sum":209796.55993652344,"sloss_sum":148418.62128448486,"vloss_sum":220967.86834335327,"Ioloss_sum":183354.61795043945,"Ipacc1_sum":209858.61993408203,"Isloss_sum":148351.6097793579,"Ivloss_sum":220540.9468460083,"fploss_sum":64593.28674697876,"p0loss_sum":663002.6781616211,"p1loss_sum":114228.89908790588,"ptentr_sum":378510.4708099365,"skloss_sum":25596.016798853874,"smloss_sum":17365.37522625923,"wsum_train":8031583163.427322,"Ifploss_sum":64546.15022468567,"Ip0loss_sum":662906.8733673096,"Ip1loss_sum":114172.77834892273,"Iskloss_sum":25619.15989792347,"Ismloss_sum":17338.121301174164,"nsamp_train":8032072448.0,"tdsloss_sum":3284.5812522768974,"vsquare_sum":152770.22676849365,"Itdsloss_sum":3271.443058758974,"Ivsquare_sum":157391.27109527588,"esstloss_sum":4578.722740447149,"evstloss_sum":5761.818678170443,"leadloss_sum":1870.858754325658,"tdvloss1_sum":50049.811354637146,"tdvloss2_sum":29231.417266845703,"tdvloss3_sum":21079.9237909317,"Iesstloss_sum":4569.44609147124,"Ievstloss_sum":5924.736343592405,"Ileadloss_sum":1840.6859926842153,"Itdvloss1_sum":49749.62702655792,"Itdvloss2_sum":29004.24520778656,"Itdvloss3_sum":20908.84845662117,"sbcdfloss_sum":27620.447353601456,"sbpdfloss_sum":18717.935691833496,"sdregloss_sum":8.809498585178517,"vtimeloss_sum":22858.51466703415,"Isbcdfloss_sum":27572.636925697327,"Isbpdfloss_sum":18661.73243331909,"Isdregloss_sum":5.0667761550867,"Ivtimeloss_sum":22846.49145579338,"p0softloss_sum":2032569.1700439453,"p1softloss_sum":271633.10569000244,"ptsoftentr_sum":1979010.5842285156,"Ip0softloss_sum":2032554.0702514648,"Ip1softloss_sum":271621.2186355591,"norm_noreg_batch":93047.82608203126,"norm_normal_batch":173554.39659375002,"norm_output_batch":39135.648673828124,"sekiweightscale_sum":2800326.689025879,"norm_normal_gamma_batch":119455.0224609375,"norm_output_noreg_batch":3279.9264990234374},"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":2836433280.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2836433280.0,"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":80.3150988949826,"log_gamma_uncertainty":0.033509829552709536,"log_gamma_lower_confidence":80.24807923587719,"log_gamma_upper_confidence":80.38211855408801,"log_gamma_game_count":5297,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s8003120896-d4541551568/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s8003120896-d4541551568","created_at":"2024-11-23T10:12:41.228084Z","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-s8003120896-d4541551568.bin.gz","model_file_bytes":271374234,"model_file_sha256":"f5ff86c142c66c8ba35c8cab69c0a2305e3b9190936ecffc059efa96b9d55d59","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s8003120896-d4541551568.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7973934848-d4533506571/?format=json","train_step":8003120896,"total_num_data_rows":4541551568,"extra_stats":{"sums":{"wsum":8002637398.396439,"nsamp":8003120896.0,"loss_sum":6332619.910045289,"oloss_sum":58685.7548569429,"pacc1_sum":67317.00136019276,"sloss_sum":47494.307624009096,"vloss_sum":69349.90999517674,"Ioloss_sum":58665.77379812406,"Ipacc1_sum":67344.4490423088,"Isloss_sum":47471.33894823395,"Ivloss_sum":68890.30978146933,"fploss_sum":20675.55243040848,"p0loss_sum":210180.21186203323,"p1loss_sum":36363.533666627045,"pslr_batch":0.0004215015015015014,"ptentr_sum":120857.2536678152,"skloss_sum":7253.434403317883,"smloss_sum":5426.154165451682,"Ifploss_sum":20664.454512302025,"Ip0loss_sum":210063.23885325348,"Ip1loss_sum":36342.151956118534,"Iskloss_sum":7245.777823701455,"Ismloss_sum":5410.3714816535585,"exgnorm_sum":1961.3856648785056,"gnorm_batch":29374.37672888721,"tdsloss_sum":986.2217547317429,"vsquare_sum":50511.05211500343,"Itdsloss_sum":974.4207493168249,"Ivsquare_sum":51048.04232483932,"esstloss_sum":1215.2767379571958,"evstloss_sum":1677.2293324475604,"leadloss_sum":606.2427464969614,"tdvloss1_sum":15296.302071209924,"tdvloss2_sum":8964.213871215006,"tdvloss3_sum":6544.820558922204,"Iesstloss_sum":1196.778926047828,"Ievstloss_sum":1601.5780350647733,"Ileadloss_sum":582.2212673967642,"Itdvloss1_sum":14941.310726296799,"Itdvloss2_sum":8664.665356482867,"Itdvloss3_sum":6284.254454934467,"sbcdfloss_sum":8702.60155495242,"sbpdfloss_sum":5972.012454220922,"sdregloss_sum":2.8586531363777534,"vtimeloss_sum":7424.409119718101,"Isbcdfloss_sum":8674.482577541012,"Isbpdfloss_sum":5946.310922212857,"Isdregloss_sum":1.5772392782941107,"Ivtimeloss_sum":7414.040716281918,"p0softloss_sum":650347.8306634377,"p1softloss_sum":86972.66587691699,"ptsoftentr_sum":633236.1573367931,"wdnormal_batch":0.020277198197403565,"Ip0softloss_sum":650302.0724684948,"Ip1softloss_sum":86967.18795255564,"gnorm_cap_batch":99348.85666400782,"norm_noreg_batch":836420.2761493709,"norm_normal_batch":1558363.2268135766,"norm_output_batch":351770.9360177813,"sekiweightscale_sum":766662.6929837308,"norm_normal_gamma_batch":1073992.3189410274,"norm_output_noreg_batch":29480.462502804883},"weights":{"wsum":2821957504.0,"nsamp":2821957504.0,"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":28.1001001001001,"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":127939.12841476437,"gnorm_batch":28.1001001001001,"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":28.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":28.1001001001001,"norm_noreg_batch":28.1001001001001,"norm_normal_batch":28.1001001001001,"norm_output_batch":28.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":28.1001001001001,"norm_output_noreg_batch":28.1001001001001},"last_val_metrics":{"sums":{"wsum":800141.7998046875,"nsamp":800256.0,"loss_sum":19801516.38330078,"oloss_sum":183038.41316223145,"pacc1_sum":209781.38995742798,"sloss_sum":148169.31841659546,"vloss_sum":220851.49029922485,"Ioloss_sum":182963.97038269043,"Ipacc1_sum":209863.32995986938,"Isloss_sum":148096.16149520874,"Ivloss_sum":220735.45571517944,"fploss_sum":64543.47982788086,"p0loss_sum":661689.0276489258,"p1loss_sum":113964.89580535889,"ptentr_sum":378821.27309417725,"skloss_sum":24976.09134745598,"smloss_sum":17169.2741894722,"wsum_train":8002637398.396439,"Ifploss_sum":64499.8796710968,"Ip0loss_sum":661606.4831085205,"Ip1loss_sum":113914.8053817749,"Iskloss_sum":24952.944410920143,"Ismloss_sum":17158.42061471939,"nsamp_train":8003120896.0,"tdsloss_sum":3217.07474899292,"vsquare_sum":155922.1823196411,"Itdsloss_sum":3209.1242820471525,"Ivsquare_sum":160987.51606750488,"esstloss_sum":4517.551853556186,"evstloss_sum":5655.816323697567,"leadloss_sum":1790.948716133833,"tdvloss1_sum":49782.433197021484,"tdvloss2_sum":29065.02383327484,"tdvloss3_sum":20958.550889253616,"Iesstloss_sum":4493.8593460172415,"Ievstloss_sum":5897.45270767808,"Ileadloss_sum":1769.0946611389518,"Itdvloss1_sum":49688.647899627686,"Itdvloss2_sum":28977.243428707123,"Itdvloss3_sum":20872.99200606346,"sbcdfloss_sum":27393.10003376007,"sbpdfloss_sum":18653.33498954773,"sdregloss_sum":8.827169637545012,"vtimeloss_sum":23069.863435983658,"Isbcdfloss_sum":27354.720654010773,"Isbpdfloss_sum":18593.935725212097,"Isdregloss_sum":4.743566057266435,"Ivtimeloss_sum":23065.80143761635,"p0softloss_sum":2032557.514099121,"p1softloss_sum":271220.5740432739,"ptsoftentr_sum":1978955.941833496,"Ip0softloss_sum":2032542.2424926758,"Ip1softloss_sum":271209.58574676514,"norm_noreg_batch":93047.76502734375,"norm_normal_batch":173360.6456484375,"norm_output_batch":39132.82794726563,"sekiweightscale_sum":2800496.2993164062,"norm_normal_gamma_batch":119476.67245312501,"norm_output_noreg_batch":3279.554828613281},"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":2821957504.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2821957504.0,"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":80.21933985913999,"log_gamma_uncertainty":0.03319331588856203,"log_gamma_lower_confidence":80.15295322736287,"log_gamma_upper_confidence":80.28572649091711,"log_gamma_game_count":5112,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7973934848-d4533506571/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s7973934848-d4533506571","created_at":"2024-11-17T13:16:15.732089Z","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-s7973934848-d4533506571.bin.gz","model_file_bytes":271374209,"model_file_sha256":"b437e11200855be7478207e768bc6579e6f34e6376a66fe69dcbe3913f33d603","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s7973934848-d4533506571.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7944987392-d4526094999/?format=json","train_step":7973934848,"total_num_data_rows":4533506571,"extra_stats":{"sums":{"wsum":7973457194.125687,"nsamp":7973934848.0,"loss_sum":6330932.569991831,"oloss_sum":58587.53846628501,"pacc1_sum":67107.17632096597,"sloss_sum":47417.46220939265,"vloss_sum":69454.94002144117,"Ioloss_sum":58568.12996469578,"Ipacc1_sum":67150.29406642332,"Isloss_sum":47395.10907145395,"Ivloss_sum":68961.703283499,"fploss_sum":20632.11244120349,"p0loss_sum":210372.9390553755,"p1loss_sum":36372.10363937026,"pslr_batch":0.0008115015015015022,"ptentr_sum":120852.84991104667,"skloss_sum":7117.53447551068,"smloss_sum":5345.8048747948305,"Ifploss_sum":20620.724257155805,"Ip0loss_sum":210244.61331236426,"Ip1loss_sum":36353.25209917856,"Iskloss_sum":7112.039665274933,"Ismloss_sum":5325.756201868935,"exgnorm_sum":422.0673985300077,"gnorm_batch":57101.095218345756,"tdsloss_sum":971.3239753945732,"vsquare_sum":50343.61562720993,"Itdsloss_sum":958.4266064893628,"Ivsquare_sum":50966.933470802345,"esstloss_sum":1188.9538263819243,"evstloss_sum":1687.93873706193,"leadloss_sum":575.582970094677,"tdvloss1_sum":15255.681047546117,"tdvloss2_sum":8936.149796049609,"tdvloss3_sum":6532.369028109247,"Iesstloss_sum":1165.3997167543303,"Ievstloss_sum":1615.4513160479478,"Ileadloss_sum":555.1480785622466,"Itdvloss1_sum":14875.155197257036,"Itdvloss2_sum":8616.471935007903,"Itdvloss3_sum":6249.609536975747,"sbcdfloss_sum":8617.182365060393,"sbpdfloss_sum":5952.775159140147,"sdregloss_sum":3.084530423263008,"vtimeloss_sum":7483.829823604139,"Isbcdfloss_sum":8583.846276422397,"Isbpdfloss_sum":5924.533139962017,"Isdregloss_sum":1.6415375006169937,"Ivtimeloss_sum":7469.98696258654,"p0softloss_sum":650312.854186081,"p1softloss_sum":86836.64135969458,"ptsoftentr_sum":633230.7765781067,"wdnormal_batch":0.038938024672040106,"Ip0softloss_sum":650262.6980576224,"Ip1softloss_sum":86831.26853574121,"gnorm_cap_batch":191272.738218259,"norm_noreg_batch":1610333.626700039,"norm_normal_batch":2996597.749980128,"norm_output_batch":677216.9628683068,"sekiweightscale_sum":774112.8097505776,"norm_normal_gamma_batch":2067978.5543901136,"norm_output_noreg_batch":56748.13407936734},"weights":{"wsum":2807364480.0,"nsamp":2807364480.0,"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":54.1001001001001,"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":127992.57911144101,"gnorm_batch":54.1001001001001,"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":54.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":54.1001001001001,"norm_noreg_batch":54.1001001001001,"norm_normal_batch":54.1001001001001,"norm_output_batch":54.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":54.1001001001001,"norm_output_noreg_batch":54.1001001001001},"last_val_metrics":{"sums":{"wsum":800116.6597900391,"nsamp":800256.0,"loss_sum":19816367.359375,"oloss_sum":182944.10809326172,"pacc1_sum":209631.19995117188,"sloss_sum":148136.26245498657,"vloss_sum":221080.09113693237,"Ioloss_sum":182902.59397888184,"Ipacc1_sum":209605.44995117188,"Isloss_sum":148076.0151939392,"Ivloss_sum":225989.00495147705,"fploss_sum":64540.84087562561,"p0loss_sum":664006.6845855713,"p1loss_sum":114094.45067977905,"ptentr_sum":379167.7205810547,"skloss_sum":24541.128078758717,"smloss_sum":17279.598872423172,"wsum_train":7973457194.125687,"Ifploss_sum":64497.88408660889,"Ip0loss_sum":664364.5869445801,"Ip1loss_sum":114073.0396118164,"Iskloss_sum":24503.076956748962,"Ismloss_sum":17268.4256721735,"nsamp_train":7973934848.0,"tdsloss_sum":3254.851142257452,"vsquare_sum":155142.492603302,"Itdsloss_sum":3251.172793596983,"Ivsquare_sum":159406.50745391846,"esstloss_sum":4933.872679063119,"evstloss_sum":5849.772499501705,"leadloss_sum":1806.0601128414273,"tdvloss1_sum":49829.08071708679,"tdvloss2_sum":29036.420519828796,"tdvloss3_sum":20924.07331585884,"Iesstloss_sum":4968.144050188363,"Ievstloss_sum":7810.555192172527,"Ileadloss_sum":1811.0093936510384,"Itdvloss1_sum":54103.35659408569,"Itdvloss2_sum":32830.84565258026,"Itdvloss3_sum":24396.348195791245,"sbcdfloss_sum":27463.328950166702,"sbpdfloss_sum":18635.819544315338,"sdregloss_sum":9.606934472976718,"vtimeloss_sum":23231.57269501686,"Isbcdfloss_sum":27497.652712345123,"Isbpdfloss_sum":18718.809226989746,"Isdregloss_sum":5.535170093819033,"Ivtimeloss_sum":23238.94364631176,"p0softloss_sum":2032024.7723999023,"p1softloss_sum":271065.3422164917,"ptsoftentr_sum":1978362.2589111328,"Ip0softloss_sum":2032210.2277832031,"Ip1softloss_sum":271067.3743286133,"norm_noreg_batch":93047.72839453125,"norm_normal_batch":173149.4452734375,"norm_output_batch":39130.79787890625,"sekiweightscale_sum":2800408.3092651367,"norm_normal_gamma_batch":119492.0704453125,"norm_output_noreg_batch":3279.017547363281},"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":2807364480.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2807364480.0,"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":80.14820278386583,"log_gamma_uncertainty":0.03418997496731793,"log_gamma_lower_confidence":80.07982283393119,"log_gamma_upper_confidence":80.21658273380046,"log_gamma_game_count":4970,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7944987392-d4526094999/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s7944987392-d4526094999","created_at":"2024-11-10T12:49:46.157886Z","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-s7944987392-d4526094999.bin.gz","model_file_bytes":271370631,"model_file_sha256":"8b8aaa30a6729fd487197ad59ab05911afc2208d2e521e5484d0d88b222394d6","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s7944987392-d4526094999.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7915807488-d4517482653/?format=json","train_step":7944987392,"total_num_data_rows":4526094999,"extra_stats":{"sums":{"wsum":7944515592.175125,"nsamp":7944987392.0,"loss_sum":6330449.346737268,"oloss_sum":58616.00542243814,"pacc1_sum":67466.63512797975,"sloss_sum":47454.76291438131,"vloss_sum":69340.64201506625,"Ioloss_sum":58597.22653277877,"Ipacc1_sum":67513.63697323638,"Isloss_sum":47432.335877284946,"Ivloss_sum":68885.75876835258,"fploss_sum":20637.502293042693,"p0loss_sum":210364.54080587428,"p1loss_sum":36410.727144465614,"pslr_batch":0.00021150150150150157,"ptentr_sum":121007.59095828625,"skloss_sum":6688.9569049793145,"smloss_sum":5396.579044484058,"Ifploss_sum":20627.083997329868,"Ip0loss_sum":210238.30588216623,"Ip1loss_sum":36391.14548467388,"Iskloss_sum":6678.468869910011,"Ismloss_sum":5378.854011797849,"exgnorm_sum":6284.003186157043,"gnorm_batch":14589.54737623204,"tdsloss_sum":983.9412538820931,"vsquare_sum":50551.30348910063,"Itdsloss_sum":970.135074475985,"Ivsquare_sum":51198.374792868504,"esstloss_sum":1236.3993052458636,"evstloss_sum":1676.7245034012046,"leadloss_sum":603.3941758879807,"tdvloss1_sum":15291.961206727055,"tdvloss2_sum":8962.970758617264,"tdvloss3_sum":6550.604620722415,"Iesstloss_sum":1210.991789997543,"Ievstloss_sum":1600.3753067846133,"Ileadloss_sum":582.249081164463,"Itdvloss1_sum":14917.155585126327,"Itdvloss2_sum":8639.276688268677,"Itdvloss3_sum":6261.27361336754,"sbcdfloss_sum":8666.233407007872,"sbpdfloss_sum":5955.767480193839,"sdregloss_sum":2.825274068293215,"vtimeloss_sum":7308.091091617174,"Isbcdfloss_sum":8635.225816141188,"Isbpdfloss_sum":5929.8792707855,"Isdregloss_sum":1.5614510387024307,"Ivtimeloss_sum":7295.639678868548,"p0softloss_sum":650253.2624500518,"p1softloss_sum":86889.40340104897,"ptsoftentr_sum":633134.8308192947,"wdnormal_batch":0.010122620920951335,"Ip0softloss_sum":650203.1636184368,"Ip1softloss_sum":86883.76925434024,"gnorm_cap_batch":49851.381980949496,"norm_noreg_batch":419698.0066049863,"norm_normal_batch":780021.3620162912,"norm_output_batch":176492.64834054507,"sekiweightscale_sum":778944.3404881556,"norm_normal_gamma_batch":539047.8573688834,"norm_output_noreg_batch":14788.413766072423},"weights":{"wsum":2792890752.0,"nsamp":2792890752.0,"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":14.1001001001001,"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":127949.32818204322,"gnorm_batch":14.1001001001001,"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":14.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":14.1001001001001,"norm_noreg_batch":14.1001001001001,"norm_normal_batch":14.1001001001001,"norm_output_batch":14.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":14.1001001001001,"norm_output_noreg_batch":14.1001001001001},"last_val_metrics":{"sums":{"wsum":800102.0197753906,"nsamp":800256.0,"loss_sum":19804155.2890625,"oloss_sum":183146.03703308105,"pacc1_sum":209139.13995361328,"sloss_sum":148257.25254058838,"vloss_sum":221312.07026290894,"Ioloss_sum":183073.67348480225,"Ipacc1_sum":209186.13995361328,"Isloss_sum":148189.59714508057,"Ivloss_sum":221217.425907135,"fploss_sum":64607.36647415161,"p0loss_sum":662414.0302734375,"p1loss_sum":114086.77410316467,"ptentr_sum":378862.7124710083,"skloss_sum":24542.794695854187,"smloss_sum":17300.85364317894,"wsum_train":7944515592.175125,"Ifploss_sum":64563.19409370422,"Ip0loss_sum":662390.9264068604,"Ip1loss_sum":114042.6501865387,"Iskloss_sum":24512.2042324543,"Ismloss_sum":17294.379998207092,"nsamp_train":7944987392.0,"tdsloss_sum":3236.091721147299,"vsquare_sum":157689.33619308472,"Itdsloss_sum":3236.4488589167595,"Ivsquare_sum":161522.7608642578,"esstloss_sum":4543.2146125249565,"evstloss_sum":5786.456478059292,"leadloss_sum":1838.7221665009856,"tdvloss1_sum":49857.99287319183,"tdvloss2_sum":29038.87177991867,"tdvloss3_sum":20897.49943423271,"Iesstloss_sum":4570.959428472444,"Ievstloss_sum":5894.383182615042,"Ileadloss_sum":1840.2914330195636,"Itdvloss1_sum":49752.92744445801,"Itdvloss2_sum":28952.80819797516,"Itdvloss3_sum":20833.944429159164,"sbcdfloss_sum":27540.490153312683,"sbpdfloss_sum":18673.74686384201,"sdregloss_sum":8.52897979109548,"vtimeloss_sum":23138.656779408455,"Isbcdfloss_sum":27510.98623228073,"Isbpdfloss_sum":18615.00860452652,"Isdregloss_sum":5.50501527095912,"Ivtimeloss_sum":23135.962440371513,"p0softloss_sum":2032151.3364868164,"p1softloss_sum":271335.8202896118,"ptsoftentr_sum":1978622.5272827148,"Ip0softloss_sum":2032140.4557495117,"Ip1softloss_sum":271327.1932449341,"norm_noreg_batch":93047.28880078126,"norm_normal_batch":172931.0892890625,"norm_output_batch":39128.508328125,"sekiweightscale_sum":2800357.069213867,"norm_normal_gamma_batch":119507.19979687501,"norm_output_noreg_batch":3278.6023754882813},"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":2792890752.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2792890752.0,"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":80.19974832315768,"log_gamma_uncertainty":0.032009889656389796,"log_gamma_lower_confidence":80.1357285438449,"log_gamma_upper_confidence":80.26376810247045,"log_gamma_game_count":5420,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7915807488-d4517482653/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s7915807488-d4517482653","created_at":"2024-11-07T21:08:30.239602Z","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-s7915807488-d4517482653.bin.gz","model_file_bytes":271378549,"model_file_sha256":"d50c8a6d38532b13e4372e4a238e4c5033a858cb7943e164cd7c38a2e9de74c5","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s7915807488-d4517482653.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7886146816-d4510007881/?format=json","train_step":7915807488,"total_num_data_rows":4517482653,"extra_stats":{"sums":{"wsum":7915341721.364822,"nsamp":7915807488.0,"loss_sum":6329667.609865187,"oloss_sum":58494.508456937096,"pacc1_sum":67309.51513581908,"sloss_sum":47346.83360623331,"vloss_sum":69312.05619127084,"Ioloss_sum":58475.887267121114,"Ipacc1_sum":67329.3011954938,"Isloss_sum":47324.74025420887,"Ivloss_sum":68812.96863118639,"fploss_sum":20607.626844904273,"p0loss_sum":210551.62408031127,"p1loss_sum":36347.77831999193,"pslr_batch":0.0003315015015015015,"ptentr_sum":121327.56498897496,"skloss_sum":6741.582050230456,"smloss_sum":5277.709645949368,"Ifploss_sum":20596.228262486835,"Ip0loss_sum":210427.10556567056,"Ip1loss_sum":36329.02144209544,"Iskloss_sum":6735.4599375537,"Ismloss_sum":5258.472902766398,"exgnorm_sum":1.4280834996342884,"gnorm_batch":23069.08795550768,"tdsloss_sum":960.7569571555554,"vsquare_sum":50394.307168099636,"Itdsloss_sum":947.6394625499413,"Ivsquare_sum":50995.410523264,"esstloss_sum":1179.9465232957614,"evstloss_sum":1695.1178182035794,"leadloss_sum":574.5004629502382,"tdvloss1_sum":15243.187422288314,"tdvloss2_sum":8959.047366351706,"tdvloss3_sum":6572.644559664352,"Iesstloss_sum":1158.0334840524683,"Ievstloss_sum":1603.4230894608572,"Ileadloss_sum":551.9172785755802,"Itdvloss1_sum":14856.997724205214,"Itdvloss2_sum":8630.838719399082,"Itdvloss3_sum":6280.8425642517,"sbcdfloss_sum":8551.919634190648,"sbpdfloss_sum":5940.85244938719,"sdregloss_sum":2.837078028709581,"vtimeloss_sum":7309.506621889275,"Isbcdfloss_sum":8521.302268591284,"Isbpdfloss_sum":5913.400845039072,"Isdregloss_sum":1.527905562899868,"Ivtimeloss_sum":7296.9149125957365,"p0softloss_sum":650362.7182933468,"p1softloss_sum":86741.78349324361,"ptsoftentr_sum":633289.8540490009,"wdnormal_batch":0.015821296123310062,"Ip0softloss_sum":650311.3823843873,"Ip1softloss_sum":86736.0399121504,"gnorm_cap_batch":78135.6532284114,"norm_noreg_batch":657821.0296311363,"norm_normal_batch":1220961.6257580137,"norm_output_batch":276611.91102167335,"sekiweightscale_sum":788518.4238989695,"norm_normal_gamma_batch":845031.1729946205,"norm_output_noreg_batch":23175.58711700137},"weights":{"wsum":2778300800.0,"nsamp":2778300800.0,"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":22.1001001001001,"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":127974.84446276801,"gnorm_batch":22.1001001001001,"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":22.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":22.1001001001001,"norm_noreg_batch":22.1001001001001,"norm_normal_batch":22.1001001001001,"norm_output_batch":22.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":22.1001001001001,"norm_output_noreg_batch":22.1001001001001},"last_val_metrics":{"sums":{"wsum":800093.6997070312,"nsamp":800256.0,"loss_sum":19804356.549316406,"oloss_sum":183222.85652923584,"pacc1_sum":209453.0399169922,"sloss_sum":148350.2264175415,"vloss_sum":221983.3925628662,"Ioloss_sum":183177.91749954224,"Ipacc1_sum":209504.7899169922,"Isloss_sum":148281.5595550537,"Ivloss_sum":223056.5728149414,"fploss_sum":64637.9349861145,"p0loss_sum":662747.8139648438,"p1loss_sum":114086.06998252869,"ptentr_sum":379022.44201660156,"skloss_sum":23890.81962698698,"smloss_sum":17311.04069340229,"wsum_train":7915341721.364822,"Ifploss_sum":64590.92333984375,"Ip0loss_sum":662850.196975708,"Ip1loss_sum":114063.04253005981,"Iskloss_sum":23857.734223544598,"Ismloss_sum":17295.876162409782,"nsamp_train":7915807488.0,"tdsloss_sum":3271.661873459816,"vsquare_sum":157901.1720123291,"Itdsloss_sum":3260.4324527680874,"Ivsquare_sum":162638.36877822876,"esstloss_sum":4832.7398943388835,"evstloss_sum":5902.432697832584,"leadloss_sum":1851.5763995610178,"tdvloss1_sum":50552.172110557556,"tdvloss2_sum":29631.22794532776,"tdvloss3_sum":21469.31046295166,"Iesstloss_sum":4826.227863457054,"Ievstloss_sum":6471.320151388645,"Ileadloss_sum":1824.0244955532253,"Itdvloss1_sum":51471.93593788147,"Itdvloss2_sum":30427.91456604004,"Itdvloss3_sum":22158.232966661453,"sbcdfloss_sum":27541.534280776978,"sbpdfloss_sum":18689.192678451538,"sdregloss_sum":9.06204035965493,"vtimeloss_sum":23278.271944522858,"Isbcdfloss_sum":27511.623532295227,"Isbpdfloss_sum":18654.17921590805,"Isdregloss_sum":5.6166152335645165,"Ivtimeloss_sum":23267.59703707695,"p0softloss_sum":2032087.114807129,"p1softloss_sum":271413.03352355957,"ptsoftentr_sum":1978531.598815918,"Ip0softloss_sum":2032150.1177978516,"Ip1softloss_sum":271410.48362731934,"norm_noreg_batch":93047.0506875,"norm_normal_batch":172701.73125,"norm_output_batch":39126.01119140625,"sekiweightscale_sum":2800327.9489746094,"norm_normal_gamma_batch":119527.34784375,"norm_output_noreg_batch":3278.1261489257813},"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":2778300800.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2778300800.0,"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":80.19862461183595,"log_gamma_uncertainty":0.033238182563290836,"log_gamma_lower_confidence":80.13214824670938,"log_gamma_upper_confidence":80.26510097696253,"log_gamma_game_count":5119,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7886146816-d4510007881/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s7886146816-d4510007881","created_at":"2024-11-04T22:22:12.344874Z","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-s7886146816-d4510007881.bin.gz","model_file_bytes":271361667,"model_file_sha256":"7f43eee63ff81cf7328cc057f3345bf1662e07df0d844b28de46544c90272ca0","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s7886146816-d4510007881.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7856725760-d4501686605/?format=json","train_step":7886146816,"total_num_data_rows":4510007881,"extra_stats":{"sums":{"wsum":7885686906.093948,"nsamp":7886146816.0,"loss_sum":6329818.70009398,"oloss_sum":58511.56366410209,"pacc1_sum":67470.1761146683,"sloss_sum":47391.36197195094,"vloss_sum":69232.31322349649,"Ioloss_sum":58490.95105734183,"Ipacc1_sum":67487.27655148573,"Isloss_sum":47368.755837629804,"Ivloss_sum":68797.69852507734,"fploss_sum":20610.57490984681,"p0loss_sum":210354.0693608438,"p1loss_sum":36288.49730344073,"pslr_batch":0.0003615015015015015,"ptentr_sum":121358.03326883982,"skloss_sum":6723.735698295047,"smloss_sum":5316.4987070283805,"Ifploss_sum":20599.33545568719,"Ip0loss_sum":210235.5492559637,"Ip1loss_sum":36265.8288218417,"Iskloss_sum":6711.859327964104,"Ismloss_sum":5300.940390257599,"exgnorm_sum":148418.26843087949,"gnorm_batch":24251.980757950412,"tdsloss_sum":975.8711712398092,"vsquare_sum":50541.099436494216,"Itdsloss_sum":963.7488795887139,"Ivsquare_sum":51109.08827771564,"esstloss_sum":1220.308384913993,"evstloss_sum":1703.0008172946368,"leadloss_sum":553.3727975722719,"tdvloss1_sum":15331.195208128862,"tdvloss2_sum":8987.143933163694,"tdvloss3_sum":6559.037055423988,"Iesstloss_sum":1208.0085251114178,"Ievstloss_sum":1630.8119952764225,"Ileadloss_sum":536.1424244579086,"Itdvloss1_sum":14988.873202750496,"Itdvloss2_sum":8699.54829276451,"Itdvloss3_sum":6306.894188874697,"sbcdfloss_sum":8578.711491940936,"sbpdfloss_sum":5945.797692299627,"sdregloss_sum":2.908206902907038,"vtimeloss_sum":7311.212271733393,"Isbcdfloss_sum":8552.306314274965,"Isbpdfloss_sum":5920.414178516462,"Isdregloss_sum":1.6446837244402102,"Ivtimeloss_sum":7301.835019605887,"p0softloss_sum":650364.0075849106,"p1softloss_sum":86754.32463765847,"ptsoftentr_sum":633243.9910803575,"wdnormal_batch":0.017200422235533332,"Ip0softloss_sum":650316.0258278515,"Ip1softloss_sum":86748.66116876111,"gnorm_cap_batch":85206.72104027687,"norm_noreg_batch":717329.7722731716,"norm_normal_batch":1329502.0052468423,"norm_output_batch":301621.9406303065,"sekiweightscale_sum":789948.1838156754,"norm_normal_gamma_batch":921645.7568168645,"norm_output_noreg_batch":25269.835529441312},"weights":{"wsum":2763470464.0,"nsamp":2763470464.0,"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":24.1001001001001,"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":127864.55735781277,"gnorm_batch":23.1001001001001,"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":24.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":24.1001001001001,"norm_noreg_batch":24.1001001001001,"norm_normal_batch":24.1001001001001,"norm_output_batch":24.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":24.1001001001001,"norm_output_noreg_batch":24.1001001001001},"last_val_metrics":{"sums":{"wsum":800105.3797607422,"nsamp":800256.0,"loss_sum":19804605.568359375,"oloss_sum":183186.6477355957,"pacc1_sum":209662.68994140625,"sloss_sum":148406.2484512329,"vloss_sum":221813.37983322144,"Ioloss_sum":183126.85411834717,"Ipacc1_sum":209860.24993896484,"Isloss_sum":148332.1965637207,"Ivloss_sum":222300.4610900879,"fploss_sum":64548.140546798706,"p0loss_sum":663464.4791564941,"p1loss_sum":114061.48317527771,"ptentr_sum":379253.2541503906,"skloss_sum":22478.672479450703,"smloss_sum":17482.35319149494,"wsum_train":7885686906.093948,"Ifploss_sum":64501.534101486206,"Ip0loss_sum":663284.1661529541,"Ip1loss_sum":114010.0457496643,"Iskloss_sum":22453.32848238945,"Ismloss_sum":17500.764968276024,"nsamp_train":7886146816.0,"tdsloss_sum":3270.670032918453,"vsquare_sum":156392.72621536255,"Itdsloss_sum":3291.7203793227673,"Ivsquare_sum":160884.84817504883,"esstloss_sum":4637.963060269132,"evstloss_sum":5857.048982739449,"leadloss_sum":1847.8018403835595,"tdvloss1_sum":50167.49401760101,"tdvloss2_sum":29326.45236968994,"tdvloss3_sum":21196.552451848984,"Iesstloss_sum":4615.9744604136795,"Ievstloss_sum":5987.579509794712,"Ileadloss_sum":1879.1352346129715,"Itdvloss1_sum":50560.626932144165,"Itdvloss2_sum":29725.89685678482,"Itdvloss3_sum":21627.698003292084,"sbcdfloss_sum":27721.458709716797,"sbpdfloss_sum":18703.853654384613,"sdregloss_sum":8.61451801849762,"vtimeloss_sum":23145.27022266388,"Isbcdfloss_sum":27723.46126127243,"Isbpdfloss_sum":18658.74877357483,"Isdregloss_sum":5.008480154443532,"Ivtimeloss_sum":23168.96287226677,"p0softloss_sum":2032733.1561889648,"p1softloss_sum":271396.41596221924,"ptsoftentr_sum":1979077.8063964844,"Ip0softloss_sum":2032684.186706543,"Ip1softloss_sum":271383.7231826782,"norm_noreg_batch":93044.2055390625,"norm_normal_batch":172447.9269140625,"norm_output_batch":39123.0744609375,"sekiweightscale_sum":2800368.8291625977,"norm_normal_gamma_batch":119545.346765625,"norm_output_noreg_batch":3277.730056640625},"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":2763470464.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2763470464.0,"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":80.17892210921032,"log_gamma_uncertainty":0.03320837963624344,"log_gamma_lower_confidence":80.11250534993783,"log_gamma_upper_confidence":80.2453388684828,"log_gamma_game_count":5206,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7856725760-d4501686605/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s7856725760-d4501686605","created_at":"2024-11-03T03:06:00.714326Z","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-s7856725760-d4501686605.bin.gz","model_file_bytes":271361886,"model_file_sha256":"074ef4b6e2ea7577a8013e5f21cc04d911d66c37677d7f58976475aafe7eafb4","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s7856725760-d4501686605.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7826829056-d4494141902/?format=json","train_step":7856725760,"total_num_data_rows":4501686605,"extra_stats":{"sums":{"wsum":7856271715.883133,"nsamp":7856725760.0,"loss_sum":6331304.110114238,"oloss_sum":58505.012480613485,"pacc1_sum":67345.90264315196,"sloss_sum":47385.43577522271,"vloss_sum":69337.81332419455,"Ioloss_sum":58486.85202186509,"Ipacc1_sum":67357.07120704111,"Isloss_sum":47363.30721343846,"Ivloss_sum":68886.01174091198,"fploss_sum":20590.982907603244,"p0loss_sum":210905.26874321423,"p1loss_sum":36293.719218594946,"pslr_batch":0.0010215015015015026,"ptentr_sum":121585.02372571688,"skloss_sum":6369.8431432232055,"smloss_sum":5340.627600493438,"Ifploss_sum":20580.22613242423,"Ip0loss_sum":210782.97605722529,"Ip1loss_sum":36273.53414002502,"Iskloss_sum":6366.423438803307,"Ismloss_sum":5322.369336370746,"exgnorm_sum":2406.879157530507,"gnorm_batch":71053.25793110629,"tdsloss_sum":979.8521332773603,"vsquare_sum":50436.26821787328,"Itdsloss_sum":967.774398359315,"Ivsquare_sum":51021.88367976584,"esstloss_sum":1344.9312262776914,"evstloss_sum":1707.2057977940688,"leadloss_sum":570.1621321156022,"tdvloss1_sum":15345.20190767712,"tdvloss2_sum":8992.415450606895,"tdvloss3_sum":6570.241510360609,"Iesstloss_sum":1321.6659813155613,"Ievstloss_sum":1631.9281998151712,"Ileadloss_sum":545.5362606926982,"Itdvloss1_sum":14988.112203542529,"Itdvloss2_sum":8686.953394806174,"Itdvloss3_sum":6299.034845261535,"sbcdfloss_sum":8614.328254451328,"sbpdfloss_sum":5944.045005400111,"sdregloss_sum":2.6640203284737582,"vtimeloss_sum":7410.174258376928,"Isbcdfloss_sum":8581.144663956338,"Isbpdfloss_sum":5917.061611175238,"Isdregloss_sum":1.4661241342811364,"Ivtimeloss_sum":7395.428650395663,"p0softloss_sum":650522.5456109688,"p1softloss_sum":86712.24335340364,"ptsoftentr_sum":633431.6072618021,"wdnormal_batch":0.04844959315274816,"Ip0softloss_sum":650478.5724023212,"Ip1softloss_sum":86706.95294692718,"gnorm_cap_batch":240770.21290131734,"norm_noreg_batch":2026947.9359656817,"norm_normal_batch":3751153.8014242793,"norm_output_batch":852250.8336027812,"sekiweightscale_sum":798775.141989393,"norm_normal_gamma_batch":2604740.2177781807,"norm_output_noreg_batch":71397.6869429563},"weights":{"wsum":2748759936.0,"nsamp":2748759936.0,"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":68.1001001001001,"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":127987.7810986556,"gnorm_batch":68.1001001001001,"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":68.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":68.1001001001001,"norm_noreg_batch":68.1001001001001,"norm_normal_batch":68.1001001001001,"norm_output_batch":68.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":68.1001001001001,"norm_output_noreg_batch":68.1001001001001},"last_val_metrics":{"sums":{"wsum":800108.4197998047,"nsamp":800256.0,"loss_sum":19809540.236816406,"oloss_sum":183119.0728111267,"pacc1_sum":208927.63995361328,"sloss_sum":148338.52038955688,"vloss_sum":221894.1453666687,"Ioloss_sum":183078.1104888916,"Ipacc1_sum":209048.38995361328,"Isloss_sum":148272.09199523926,"Ivloss_sum":223088.98174667358,"fploss_sum":64679.13070678711,"p0loss_sum":664022.9456787109,"p1loss_sum":114191.52987098694,"ptentr_sum":379064.9497451782,"skloss_sum":21126.292735040188,"smloss_sum":17192.942119717598,"wsum_train":7856271715.883133,"Ifploss_sum":64634.60532951355,"Ip0loss_sum":663930.7794189453,"Ip1loss_sum":114146.23847770691,"Iskloss_sum":21089.863956034184,"Ismloss_sum":17183.129138946533,"nsamp_train":7856725760.0,"tdsloss_sum":3225.1540923416615,"vsquare_sum":154247.23098754883,"Itdsloss_sum":3221.761772632599,"Ivsquare_sum":157756.96173095703,"esstloss_sum":4487.973376227543,"evstloss_sum":5741.023933887482,"leadloss_sum":1872.2254922054708,"tdvloss1_sum":50311.79345703125,"tdvloss2_sum":29411.304678440094,"tdvloss3_sum":21230.646873235703,"Iesstloss_sum":4458.81315170601,"Ievstloss_sum":6282.066217303276,"Ileadloss_sum":1849.581071935594,"Itdvloss1_sum":51357.62273025513,"Itdvloss2_sum":30387.337829113007,"Itdvloss3_sum":22159.893190145493,"sbcdfloss_sum":27433.587723731995,"sbpdfloss_sum":18663.072051525116,"sdregloss_sum":7.8056868246058,"vtimeloss_sum":23919.944614887238,"Isbcdfloss_sum":27420.81200361252,"Isbpdfloss_sum":18640.370009422302,"Isdregloss_sum":4.440261995361652,"Ivtimeloss_sum":23917.36092555523,"p0softloss_sum":2032249.430847168,"p1softloss_sum":271482.263420105,"ptsoftentr_sum":1978622.2618408203,"Ip0softloss_sum":2032235.6358032227,"Ip1softloss_sum":271473.91802978516,"norm_noreg_batch":93043.12487109375,"norm_normal_batch":172188.603234375,"norm_output_batch":39120.864281250004,"sekiweightscale_sum":2800379.4692993164,"norm_normal_gamma_batch":119564.9453203125,"norm_output_noreg_batch":3277.373649902344},"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":2748759936.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2748759936.0,"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":80.19296041201511,"log_gamma_uncertainty":0.03375628601336521,"log_gamma_lower_confidence":80.12544783998838,"log_gamma_upper_confidence":80.26047298404184,"log_gamma_game_count":5009,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7826829056-d4494141902/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s7826829056-d4494141902","created_at":"2024-10-31T10:29:48.904450Z","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-s7826829056-d4494141902.bin.gz","model_file_bytes":271359197,"model_file_sha256":"e72d44a8dbd126bb2c2d4ecd45b1b5bb8e69853fabb961f47b680850897e3c23","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s7826829056-d4494141902.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7797404416-d4485880505/?format=json","train_step":7826829056,"total_num_data_rows":4494141902,"extra_stats":{"sums":{"wsum":7826380771.7521515,"nsamp":7826829056.0,"loss_sum":6331155.429738225,"oloss_sum":58429.24755884187,"pacc1_sum":67059.2884609058,"sloss_sum":47326.65503220483,"vloss_sum":69571.45501118484,"Ioloss_sum":58409.90566304432,"Ipacc1_sum":67066.32608220032,"Isloss_sum":47302.95544460029,"Ivloss_sum":69044.48175170971,"fploss_sum":20626.42835062079,"p0loss_sum":211245.20934657776,"p1loss_sum":36406.06800295892,"pslr_batch":0.0003315015015015015,"ptentr_sum":121636.27342865437,"skloss_sum":6365.01158381267,"smloss_sum":5266.403382102669,"Ifploss_sum":20615.757945075296,"Ip0loss_sum":211114.47206729147,"Ip1loss_sum":36385.649821383035,"Iskloss_sum":6360.09671102635,"Ismloss_sum":5248.378644993674,"exgnorm_sum":20718.468235125878,"gnorm_batch":22981.249635316493,"tdsloss_sum":963.3145636220538,"vsquare_sum":50357.520007536936,"Itdsloss_sum":949.7722183480258,"Ivsquare_sum":51060.40013651965,"esstloss_sum":1184.4991279539865,"evstloss_sum":1727.3054505842372,"leadloss_sum":566.0179875647663,"tdvloss1_sum":15457.493165190785,"tdvloss2_sum":9092.832500662664,"tdvloss3_sum":6654.8003545883485,"Iesstloss_sum":1160.890462348511,"Ievstloss_sum":1626.7513518847643,"Ileadloss_sum":542.1270216844348,"Itdvloss1_sum":15049.016835534865,"Itdvloss2_sum":8743.122093358461,"Itdvloss3_sum":6344.8718522698455,"sbcdfloss_sum":8525.410009105437,"sbpdfloss_sum":5931.52025555463,"sdregloss_sum":2.6832400176690463,"vtimeloss_sum":7412.368481871417,"Isbcdfloss_sum":8495.089121269386,"Isbpdfloss_sum":5904.691813179211,"Isdregloss_sum":1.451421115608861,"Ivtimeloss_sum":7398.30001246799,"p0softloss_sum":650395.5745319967,"p1softloss_sum":86788.94659760383,"ptsoftentr_sum":633297.6386820695,"wdnormal_batch":0.015669176204456535,"Ip0softloss_sum":650343.636810528,"Ip1softloss_sum":86783.2038058722,"gnorm_cap_batch":78135.6532284114,"norm_noreg_batch":657766.3460144441,"norm_normal_batch":1215331.7453093205,"norm_output_batch":276560.25848043757,"sekiweightscale_sum":799999.659422836,"norm_normal_gamma_batch":845438.5546540862,"norm_output_noreg_batch":23165.290719221768},"weights":{"wsum":2733811584.0,"nsamp":2733811584.0,"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":22.1001001001001,"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":127989.77913300392,"gnorm_batch":22.1001001001001,"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":22.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":22.1001001001001,"norm_noreg_batch":22.1001001001001,"norm_normal_batch":22.1001001001001,"norm_output_batch":22.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":22.1001001001001,"norm_output_noreg_batch":22.1001001001001},"last_val_metrics":{"sums":{"wsum":800080.9997558594,"nsamp":800256.0,"loss_sum":19812025.479003906,"oloss_sum":182934.96802139282,"pacc1_sum":209081.75994873047,"sloss_sum":148186.34636688232,"vloss_sum":221459.76330947876,"Ioloss_sum":182872.095413208,"Ipacc1_sum":209116.75994873047,"Isloss_sum":148117.65184020996,"Ivloss_sum":222091.9796180725,"fploss_sum":64630.83092689514,"p0loss_sum":664206.1953735352,"p1loss_sum":114342.34935951233,"ptentr_sum":379411.29245758057,"skloss_sum":21660.066981196404,"smloss_sum":17189.945378899574,"wsum_train":7826380771.7521515,"Ifploss_sum":64586.15168571472,"Ip0loss_sum":664260.90184021,"Ip1loss_sum":114295.93299674988,"Iskloss_sum":21638.992645680904,"Ismloss_sum":17171.694937348366,"nsamp_train":7826829056.0,"tdsloss_sum":3264.9310885965824,"vsquare_sum":155946.2326965332,"Itdsloss_sum":3255.32664257288,"Ivsquare_sum":158232.03661346436,"esstloss_sum":4885.59085359145,"evstloss_sum":5885.0147423148155,"leadloss_sum":1852.4611284695566,"tdvloss1_sum":50074.28433036804,"tdvloss2_sum":29132.64760160446,"tdvloss3_sum":20971.0943672657,"Iesstloss_sum":4916.374893795699,"Ievstloss_sum":6193.106664896011,"Ileadloss_sum":1829.3925564698875,"Itdvloss1_sum":50677.84115123749,"Itdvloss2_sum":29708.505863189697,"Itdvloss3_sum":21517.75102996826,"sbcdfloss_sum":27415.584582328796,"sbpdfloss_sum":18658.648820877075,"sdregloss_sum":8.689477271167561,"vtimeloss_sum":23661.81040906906,"Isbcdfloss_sum":27377.242335796356,"Isbpdfloss_sum":18610.92268371582,"Isdregloss_sum":4.933877653093077,"Ivtimeloss_sum":23639.319538593292,"p0softloss_sum":2032835.1001586914,"p1softloss_sum":271575.2592391968,"ptsoftentr_sum":1979240.202331543,"Ip0softloss_sum":2032866.8466186523,"Ip1softloss_sum":271566.29137420654,"norm_noreg_batch":93039.30284765625,"norm_normal_batch":171905.3461171875,"norm_output_batch":39118.71515625,"sekiweightscale_sum":2800283.499145508,"norm_normal_gamma_batch":119584.9956796875,"norm_output_noreg_batch":3276.6726657714844},"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":2733811584.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2733811584.0,"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":80.14124603919043,"log_gamma_uncertainty":0.03342867750212516,"log_gamma_lower_confidence":80.07438868418619,"log_gamma_upper_confidence":80.20810339419468,"log_gamma_game_count":5206,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7797404416-d4485880505/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s7797404416-d4485880505","created_at":"2024-10-29T03:23:36.013423Z","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-s7797404416-d4485880505.bin.gz","model_file_bytes":271374676,"model_file_sha256":"cd69b42c6039bd12b97ce453432d5ce4cc583e8b7cb04a43d403ef7e9d477e83","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s7797404416-d4485880505.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7767985408-d4478042672/?format=json","train_step":7797404416,"total_num_data_rows":4485880505,"extra_stats":{"sums":{"wsum":7796961925.301468,"nsamp":7797404416.0,"loss_sum":6330566.84691419,"oloss_sum":58612.56094823088,"pacc1_sum":67400.65950545917,"sloss_sum":47466.75012634394,"vloss_sum":69550.57117494146,"Ioloss_sum":58592.65356705059,"Ipacc1_sum":67444.5079590926,"Isloss_sum":47445.17245541109,"Ivloss_sum":69084.99846360058,"fploss_sum":20611.19369479661,"p0loss_sum":210692.7322620283,"p1loss_sum":36351.560968621474,"pslr_batch":0.0002415015015015016,"ptentr_sum":121351.94173611235,"skloss_sum":6161.339540156348,"smloss_sum":5331.163842022025,"Ifploss_sum":20599.620730373073,"Ip0loss_sum":210564.54348828376,"Ip1loss_sum":36334.10364526797,"Iskloss_sum":6149.210086479562,"Ismloss_sum":5313.650401262877,"exgnorm_sum":94930.17340222237,"gnorm_batch":16648.133678349273,"tdsloss_sum":976.3310544325977,"vsquare_sum":50312.122207375156,"Itdsloss_sum":964.2187837177178,"Ivsquare_sum":50858.084242762256,"esstloss_sum":1253.1517001155346,"evstloss_sum":1696.9246103232056,"leadloss_sum":557.4065673128739,"tdvloss1_sum":15313.36408800831,"tdvloss2_sum":8985.072691775968,"tdvloss3_sum":6552.059416831265,"Iesstloss_sum":1240.6119645412634,"Ievstloss_sum":1628.342862317549,"Ileadloss_sum":533.1769042964928,"Itdvloss1_sum":14962.149165964063,"Itdvloss2_sum":8690.057023710671,"Itdvloss3_sum":6293.495544621689,"sbcdfloss_sum":8589.653379051795,"sbpdfloss_sum":5940.095204202163,"sdregloss_sum":2.890921492173441,"vtimeloss_sum":7486.0910714054235,"Isbcdfloss_sum":8559.431450387028,"Isbpdfloss_sum":5913.726032982928,"Isdregloss_sum":1.5024306124917786,"Ivtimeloss_sum":7475.195744396286,"p0softloss_sum":650443.2641211506,"p1softloss_sum":86720.29248899072,"ptsoftentr_sum":633367.5266606754,"wdnormal_batch":0.011375464015000055,"Ip0softloss_sum":650397.2036278863,"Ip1softloss_sum":86715.08011876096,"gnorm_cap_batch":56922.44979281497,"norm_noreg_batch":479161.7731179674,"norm_normal_batch":883907.7658418568,"norm_output_batch":201463.0571785398,"sekiweightscale_sum":802889.445256494,"norm_normal_gamma_batch":616031.1436729797,"norm_output_noreg_batch":16874.358420737808},"weights":{"wsum":2719099264.0,"nsamp":2719099264.0,"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":16.1001001001001,"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":127906.80106307413,"gnorm_batch":16.1001001001001,"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":16.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":16.1001001001001,"norm_noreg_batch":16.1001001001001,"norm_normal_batch":16.1001001001001,"norm_output_batch":16.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":16.1001001001001,"norm_output_noreg_batch":16.1001001001001},"last_val_metrics":{"sums":{"wsum":800107.6998291016,"nsamp":800256.0,"loss_sum":19813625.853515625,"oloss_sum":183050.87033843994,"pacc1_sum":208961.9599609375,"sloss_sum":148323.00128173828,"vloss_sum":221319.30973815918,"Ioloss_sum":182988.252658844,"Ipacc1_sum":209068.9599609375,"Isloss_sum":148255.06199645996,"Ivloss_sum":220660.5178718567,"fploss_sum":64582.09310913086,"p0loss_sum":665336.3031311035,"p1loss_sum":114433.82453727722,"ptentr_sum":380100.907119751,"skloss_sum":21368.593808174133,"smloss_sum":17154.072298765182,"wsum_train":7796961925.301468,"Ifploss_sum":64536.21542739868,"Ip0loss_sum":665188.8551940918,"Ip1loss_sum":114380.73490715027,"Iskloss_sum":21342.27355003357,"Ismloss_sum":17113.556716561317,"nsamp_train":7797404416.0,"tdsloss_sum":3257.03653511405,"vsquare_sum":154716.24683380127,"Itdsloss_sum":3232.144330263138,"Ivsquare_sum":158800.83459472656,"esstloss_sum":4603.080003736541,"evstloss_sum":5940.530843555927,"leadloss_sum":1890.428680576384,"tdvloss1_sum":50444.095019340515,"tdvloss2_sum":29635.76686525345,"tdvloss3_sum":21490.401062726974,"Iesstloss_sum":4539.748799685389,"Ievstloss_sum":5974.792766243219,"Ileadloss_sum":1824.8650938495994,"Itdvloss1_sum":49947.68070554733,"Itdvloss2_sum":29205.27805376053,"Itdvloss3_sum":21114.547399044037,"sbcdfloss_sum":27359.373589515686,"sbpdfloss_sum":18656.67525100708,"sdregloss_sum":8.468475231027696,"vtimeloss_sum":23454.236976385117,"Isbcdfloss_sum":27293.335003376007,"Isbpdfloss_sum":18591.47539663315,"Isdregloss_sum":4.9114292992744595,"Ivtimeloss_sum":23423.852986097336,"p0softloss_sum":2033083.601135254,"p1softloss_sum":271450.8700790405,"ptsoftentr_sum":1979464.5747070312,"Ip0softloss_sum":2033061.2197265625,"Ip1softloss_sum":271441.02113342285,"norm_noreg_batch":93034.0948828125,"norm_normal_batch":171619.89103125,"norm_output_batch":39116.12033203125,"sekiweightscale_sum":2800376.9494018555,"norm_normal_gamma_batch":119608.8680625,"norm_output_noreg_batch":3276.329996337891},"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":2719099264.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2719099264.0,"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":80.14747526120674,"log_gamma_uncertainty":0.03392119002517253,"log_gamma_lower_confidence":80.07963288115639,"log_gamma_upper_confidence":80.21531764125709,"log_gamma_game_count":4984,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7767985408-d4478042672/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s7767985408-d4478042672","created_at":"2024-10-22T20:02:06.825233Z","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-s7767985408-d4478042672.bin.gz","model_file_bytes":271357584,"model_file_sha256":"6560fc658bfb5a20fc30d38c6e2f5dcdf57ba213a9be9674d946d14e18830789","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s7767985408-d4478042672.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7738554112-d4470317829/?format=json","train_step":7767985408,"total_num_data_rows":4478042672,"extra_stats":{"sums":{"wsum":7767548684.070267,"nsamp":7767985408.0,"loss_sum":6331758.95772854,"oloss_sum":58543.7874202307,"pacc1_sum":67175.41866807405,"sloss_sum":47415.5981064233,"vloss_sum":69422.04581959374,"Ioloss_sum":58523.67041503215,"Ipacc1_sum":67235.12725271194,"Isloss_sum":47393.4677541975,"Ivloss_sum":68949.22364405727,"fploss_sum":20615.12605942867,"p0loss_sum":210945.19086298154,"p1loss_sum":36447.4642634963,"pslr_batch":0.0003615015015015015,"ptentr_sum":121418.7922700806,"skloss_sum":6049.238946703088,"smloss_sum":5194.590895292319,"Ifploss_sum":20604.145671358925,"Ip0loss_sum":210817.83226591372,"Ip1loss_sum":36426.92943797505,"Iskloss_sum":6043.302380827511,"Ismloss_sum":5180.323298757953,"exgnorm_sum":13.171985233535445,"gnorm_batch":25195.135405965066,"tdsloss_sum":968.3031700642284,"vsquare_sum":50375.434863500006,"Itdsloss_sum":956.7814951015553,"Ivsquare_sum":51008.18176796223,"esstloss_sum":1251.7856247460052,"evstloss_sum":1694.4974135313817,"leadloss_sum":600.2504424973939,"tdvloss1_sum":15320.618373729025,"tdvloss2_sum":9005.657907251692,"tdvloss3_sum":6584.275675618074,"Iesstloss_sum":1234.6292496287274,"Ievstloss_sum":1619.67114517776,"Ileadloss_sum":579.300930898491,"Itdvloss1_sum":14944.590947560424,"Itdvloss2_sum":8684.74541773582,"Itdvloss3_sum":6303.247613157136,"sbcdfloss_sum":8446.490158765133,"sbpdfloss_sum":5921.054615755068,"sdregloss_sum":2.97282774178537,"vtimeloss_sum":7657.335404006993,"Isbcdfloss_sum":8421.62915364448,"Isbpdfloss_sum":5894.857367265836,"Isdregloss_sum":1.6081818967853336,"Ivtimeloss_sum":7644.006418981881,"p0softloss_sum":650469.196005187,"p1softloss_sum":86847.8277886357,"ptsoftentr_sum":633377.1169229764,"wdnormal_batch":0.01696209114974074,"Ip0softloss_sum":650415.03516489,"Ip1softloss_sum":86842.12187411512,"gnorm_cap_batch":85206.72104027687,"norm_noreg_batch":717219.2034436441,"norm_normal_batch":1320622.9282466336,"norm_output_batch":301550.14875717286,"sekiweightscale_sum":811866.1601898717,"norm_normal_gamma_batch":922170.121340089,"norm_output_noreg_batch":25254.64401481281},"weights":{"wsum":2704389760.0,"nsamp":2704389760.0,"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":24.1001001001001,"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":127996.56858464215,"gnorm_batch":24.1001001001001,"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":24.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":24.1001001001001,"norm_noreg_batch":24.1001001001001,"norm_normal_batch":24.1001001001001,"norm_output_batch":24.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":24.1001001001001,"norm_output_noreg_batch":24.1001001001001},"last_val_metrics":{"sums":{"wsum":800101.6597900391,"nsamp":800256.0,"loss_sum":19805115.12451172,"oloss_sum":182731.75281906128,"pacc1_sum":208849.62994384766,"sloss_sum":148057.5410118103,"vloss_sum":221280.17177200317,"Ioloss_sum":182680.88348770142,"Ipacc1_sum":208892.00994873047,"Isloss_sum":147990.25162887573,"Ivloss_sum":221416.0626220703,"fploss_sum":64475.95037651062,"p0loss_sum":665412.8511810303,"p1loss_sum":114185.98524284363,"ptentr_sum":380120.626914978,"skloss_sum":20611.705979704857,"smloss_sum":16780.994072437286,"wsum_train":7767548684.070267,"Ifploss_sum":64433.766397476196,"Ip0loss_sum":665238.096206665,"Ip1loss_sum":114143.83170890808,"Iskloss_sum":20581.374831199646,"Ismloss_sum":16775.866721510887,"nsamp_train":7767985408.0,"tdsloss_sum":3210.1819683909416,"vsquare_sum":154768.5619621277,"Itdsloss_sum":3212.7124421298504,"Ivsquare_sum":160227.7098274231,"esstloss_sum":4639.57366809994,"evstloss_sum":5883.216140031815,"leadloss_sum":1870.0918531790376,"tdvloss1_sum":50220.72603034973,"tdvloss2_sum":29413.92080974579,"tdvloss3_sum":21226.70734357834,"Iesstloss_sum":4672.349883468822,"Ievstloss_sum":6250.477626502514,"Ileadloss_sum":1851.259680531919,"Itdvloss1_sum":50371.4966840744,"Itdvloss2_sum":29554.10706806183,"Itdvloss3_sum":21381.291205883026,"sbcdfloss_sum":27002.063673496246,"sbpdfloss_sum":18600.637866973877,"sdregloss_sum":7.973478241707198,"vtimeloss_sum":24255.36246073246,"Isbcdfloss_sum":26972.44258260727,"Isbpdfloss_sum":18547.334784030914,"Isdregloss_sum":4.716110200155526,"Ivtimeloss_sum":24236.504318714142,"p0softloss_sum":2032985.9609985352,"p1softloss_sum":271176.7198486328,"ptsoftentr_sum":1979396.7789916992,"Ip0softloss_sum":2032963.443359375,"Ip1softloss_sum":271166.7717971802,"norm_noreg_batch":93029.8210546875,"norm_normal_batch":171296.5087734375,"norm_output_batch":39113.76362109375,"sekiweightscale_sum":2800355.8092651367,"norm_normal_gamma_batch":119613.6913828125,"norm_output_noreg_batch":3275.7572270507812},"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":2704389760.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2704389760.0,"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":80.1308755435284,"log_gamma_uncertainty":0.03419595506911587,"log_gamma_lower_confidence":80.06248363339017,"log_gamma_upper_confidence":80.19926745366664,"log_gamma_game_count":4974,"log_gamma_offset":-1.1},{"url":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7738554112-d4470317829/?format=json","run":"https://katagotraining.org/api/runs/kata1/?format=json","name":"kata1-b28c512nbt-s7738554112-d4470317829","created_at":"2024-10-18T13:20:47.802989Z","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-s7738554112-d4470317829.bin.gz","model_file_bytes":271374900,"model_file_sha256":"7f7a9567b716af2f96607b2b65d6a5fd4d56046199f1bd8dfd49acf28e5baf37","model_zip_file":"https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s7738554112-d4470317829.zip","parent_network":"https://katagotraining.org/api/networks/kata1-b28c512nbt-s7709128960-d4462231357/?format=json","train_step":7738554112,"total_num_data_rows":4470317829,"extra_stats":{"sums":{"wsum":7738123018.798782,"nsamp":7738554112.0,"loss_sum":6333853.042625954,"oloss_sum":58434.14490600602,"pacc1_sum":66896.13646854466,"sloss_sum":47340.54415244558,"vloss_sum":69605.77356613577,"Ioloss_sum":58414.335617461824,"Ipacc1_sum":66909.27197900106,"Isloss_sum":47317.57926561301,"Ivloss_sum":69146.4058219649,"fploss_sum":20637.280395546382,"p0loss_sum":211151.3596493272,"p1loss_sum":36392.08270105186,"pslr_batch":0.0009615015015015026,"ptentr_sum":121035.49716396735,"skloss_sum":6076.217026951544,"smloss_sum":5290.468557463904,"Ifploss_sum":20626.82811655735,"Ip0loss_sum":211018.83696158504,"Ip1loss_sum":36372.71490705304,"Iskloss_sum":6063.237793655471,"Ismloss_sum":5273.039262466607,"exgnorm_sum":0.21589770176109646,"gnorm_batch":68314.05110473132,"tdsloss_sum":979.1581119436988,"vsquare_sum":50011.437814418685,"Itdsloss_sum":966.7905351591096,"Ivsquare_sum":50588.27457360295,"esstloss_sum":1265.0664670693886,"evstloss_sum":1721.8536326192693,"leadloss_sum":605.4987626455195,"tdvloss1_sum":15378.608129092107,"tdvloss2_sum":9029.430713169713,"tdvloss3_sum":6620.9902599056495,"Iesstloss_sum":1252.7791687618494,"Ievstloss_sum":1636.988804840076,"Ileadloss_sum":586.3380760699889,"Itdvloss1_sum":15018.77973547524,"Itdvloss2_sum":8722.885833617169,"Itdvloss3_sum":6349.657357958684,"sbcdfloss_sum":8539.473981564333,"sbpdfloss_sum":5927.061866294196,"sdregloss_sum":2.8935034895830136,"vtimeloss_sum":7496.915767881431,"Isbcdfloss_sum":8508.504145877778,"Isbpdfloss_sum":5899.300599885964,"Isdregloss_sum":1.6633681801927906,"Ivtimeloss_sum":7484.593405565417,"p0softloss_sum":650650.8420380767,"p1softloss_sum":86873.88972317571,"ptsoftentr_sum":633498.4201677133,"wdnormal_batch":0.04492714498190323,"Ip0softloss_sum":650602.4573481509,"Ip1softloss_sum":86868.4892043471,"gnorm_cap_batch":226628.0772775864,"norm_noreg_batch":1907536.346050379,"norm_normal_batch":3505595.6430463055,"norm_output_batch":801971.8816790972,"sekiweightscale_sum":810387.2861941295,"norm_normal_gamma_batch":2452890.4718357855,"norm_output_noreg_batch":67158.7442197758},"weights":{"wsum":2689674112.0,"nsamp":2689674112.0,"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":64.1001001001001,"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":127974.06863158522,"gnorm_batch":64.1001001001001,"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":64.1001001001001,"Ip0softloss_sum":127999.99999999262,"Ip1softloss_sum":127999.99999999262,"gnorm_cap_batch":64.1001001001001,"norm_noreg_batch":64.1001001001001,"norm_normal_batch":64.1001001001001,"norm_output_batch":64.1001001001001,"sekiweightscale_sum":127999.99999999262,"norm_normal_gamma_batch":64.1001001001001,"norm_output_noreg_batch":64.1001001001001},"last_val_metrics":{"sums":{"wsum":800117.8198242188,"nsamp":800256.0,"loss_sum":19821798.134765625,"oloss_sum":182816.11183166504,"pacc1_sum":208199.3299560547,"sloss_sum":148162.42651367188,"vloss_sum":222054.79203414917,"Ioloss_sum":182768.44807434082,"Ipacc1_sum":208166.3299560547,"Isloss_sum":148101.97328948975,"Ivloss_sum":224081.36222457886,"fploss_sum":64563.25457382202,"p0loss_sum":665907.0012054443,"p1loss_sum":114514.20121383667,"ptentr_sum":378756.503036499,"skloss_sum":19356.52216130495,"smloss_sum":17039.509474158287,"wsum_train":7738123018.798782,"Ifploss_sum":64520.63309288025,"Ip0loss_sum":665961.513885498,"Ip1loss_sum":114484.33127975464,"Iskloss_sum":19338.551746547222,"Ismloss_sum":17034.10873889923,"nsamp_train":7738554112.0,"tdsloss_sum":3220.1117067039013,"vsquare_sum":156207.5354423523,"Itdsloss_sum":3217.713156029582,"Ivsquare_sum":160101.10486221313,"esstloss_sum":4397.268270369619,"evstloss_sum":6215.770375922322,"leadloss_sum":1870.3072299212217,"tdvloss1_sum":50674.98219347,"tdvloss2_sum":29829.326196193695,"tdvloss3_sum":21640.362312555313,"Iesstloss_sum":4405.665353657678,"Ievstloss_sum":7102.0378649532795,"Ileadloss_sum":1865.2331794165075,"Itdvloss1_sum":52528.89498472214,"Itdvloss2_sum":31565.137463092804,"Itdvloss3_sum":23306.63136792183,"sbcdfloss_sum":27254.48047065735,"sbpdfloss_sum":18639.855954647064,"sdregloss_sum":8.296977272781078,"vtimeloss_sum":24040.015316843987,"Isbcdfloss_sum":27228.421773195267,"Isbpdfloss_sum":18620.94020318985,"Isdregloss_sum":5.125927062239498,"Ivtimeloss_sum":24024.621704936028,"p0softloss_sum":2033686.9584350586,"p1softloss_sum":271374.2576675415,"ptsoftentr_sum":1979715.7434692383,"Ip0softloss_sum":2033733.8451538086,"Ip1softloss_sum":271369.55840301514,"norm_noreg_batch":93025.8402890625,"norm_normal_batch":170959.2671015625,"norm_output_batch":39110.140025390625,"sekiweightscale_sum":2800412.3693847656,"norm_normal_gamma_batch":119621.396484375,"norm_output_noreg_batch":3275.1684309082034},"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":2689674112.0,"Ifploss_sum":400128.0,"Ip0loss_sum":400128.0,"Ip1loss_sum":400128.0,"Iskloss_sum":400128.0,"Ismloss_sum":400128.0,"nsamp_train":2689674112.0,"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":80.15548527512568,"log_gamma_uncertainty":0.033882170843334614,"log_gamma_lower_confidence":80.08772093343902,"log_gamma_upper_confidence":80.22324961681235,"log_gamma_game_count":5154,"log_gamma_offset":-1.1}]}