Network List
API endpoint that allows networks to be viewed or edited.
GET /api/networks/?format=api&page=10
{ "count": 918, "next": "https://katagotraining.org/api/networks/?format=api&page=11", "previous": "https://katagotraining.org/api/networks/?format=api&page=9", "results": [ { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9879436032-d4290003068/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9879436032-d4290003068", "created_at": "2024-05-11T10:44:21.796190Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9879436032-d4290003068.bin.gz", "model_file_bytes": 97898721, "model_file_sha256": "7d666b22672cd35bbc46d084fd4cdd6f5b7bdd219c7f3db97f6c0eaf5a7d0a60", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9879436032-d4290003068.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9850481664-d4278230754/?format=api", "train_step": 9879436032, "total_num_data_rows": 4290003068, "extra_stats": { "sums": { "wsum": 9879143180.600952, "nsamp": 9879436032, "loss_sum": 6391604.24187697, "oloss_sum": 58208.83724019793, "pacc1_sum": 64280.50221809705, "sloss_sum": 47123.24926579071, "vloss_sum": 71187.45518578216, "Ioloss_sum": 58197.35600730449, "Ipacc1_sum": 64305.38934161996, "Isloss_sum": 47109.35933088125, "Ivloss_sum": 70689.43341305679, "fploss_sum": 21102.056494718538, "p0loss_sum": 220782.06418464487, "p1loss_sum": 38421.80628168276, "pslr_batch": 0.00031575075075075085, "ptentr_sum": 122064.04230056751, "skloss_sum": 5704.134132126715, "smloss_sum": 6012.593566974346, "Ifploss_sum": 21078.312102761683, "Ip0loss_sum": 220675.8217495178, "Ip1loss_sum": 38396.95306683013, "Iskloss_sum": 5699.850812272132, "Ismloss_sum": 5990.633843705926, "exgnorm_sum": 1.5894121009822302e-49, "gnorm_batch": 31052.66534418085, "tdsloss_sum": 1120.4606015243883, "vsquare_sum": 48213.955271863735, "Itdsloss_sum": 1104.292646658233, "Ivsquare_sum": 48878.008105730965, "esstloss_sum": 1457.5137116968767, "evstloss_sum": 1809.526926619637, "leadloss_sum": 814.112715535825, "tdvloss1_sum": 15811.737250560487, "tdvloss2_sum": 9388.342107723165, "tdvloss3_sum": 6921.913908445206, "Iesstloss_sum": 1444.61609464948, "Ievstloss_sum": 1708.3340785033465, "Ileadloss_sum": 784.8740754214559, "Itdvloss1_sum": 15419.510794343281, "Itdvloss2_sum": 9050.283301393873, "Itdvloss3_sum": 6617.234089400644, "sbcdfloss_sum": 9358.165916663313, "sbpdfloss_sum": 6110.475705869646, "sdregloss_sum": 3.9343939633581138, "vtimeloss_sum": 6560.02540370803, "Isbcdfloss_sum": 9323.791844854433, "Isbpdfloss_sum": 6071.918752945683, "Isdregloss_sum": 2.281192624128926, "Ivtimeloss_sum": 6546.5963147676575, "p0softloss_sum": 651417.6381838066, "p1softloss_sum": 87104.7903830413, "ptsoftentr_sum": 633523.8620119437, "wdnormal_batch": 0.013794191912076363, "Ip0softloss_sum": 651390.0604968957, "Ip1softloss_sum": 87099.10148441138, "gnorm_cap_batch": 210500.5005005005, "norm_noreg_batch": 626647.6163430205, "norm_normal_batch": 1390582.4564489485, "norm_output_batch": 327340.4985846391, "sekiweightscale_sum": 822696.1763565405, "norm_normal_gamma_batch": 823374.3623626248, "norm_output_noreg_batch": 26195.373875477337 }, "weights": { "wsum": 6974199808.0, "nsamp": 6974199808.0, "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": 42.1001001001001, "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": 127840.45207627046, "gnorm_batch": 42.1001001000991, "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": 42.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 42.1001001001001, "norm_noreg_batch": 42.1001001001001, "norm_normal_batch": 42.1001001001001, "norm_output_batch": 42.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 42.1001001001001, "norm_output_noreg_batch": 42.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400036.35986328125, "nsamp": 400128.0, "loss_sum": 19982457.673828125, "oloss_sum": 182250.76105880737, "pacc1_sum": 200992.05993652344, "sloss_sum": 147561.96493911743, "vloss_sum": 223997.43646621704, "Ioloss_sum": 182210.0670852661, "Ipacc1_sum": 201135.11993408203, "Isloss_sum": 147516.28438186646, "Ivloss_sum": 223691.3522644043, "fploss_sum": 66002.1796169281, "p0loss_sum": 690567.2229003906, "p1loss_sum": 120134.82822418213, "ptentr_sum": 380833.444770813, "skloss_sum": 18760.85701304674, "smloss_sum": 18939.55868256092, "wsum_train": 9879143180.600952, "Ifploss_sum": 65917.37565994263, "Ip0loss_sum": 690352.8502044678, "Ip1loss_sum": 120051.88812637329, "Iskloss_sum": 18738.40424591303, "Ismloss_sum": 18929.28328037262, "nsamp_train": 9879436032, "tdsloss_sum": 3650.7137684822083, "vsquare_sum": 151280.38883972168, "Itdsloss_sum": 3644.4082265794277, "Ivsquare_sum": 155391.77904891968, "esstloss_sum": 5774.225562901236, "evstloss_sum": 5850.466576427221, "leadloss_sum": 2585.6172509267926, "tdvloss1_sum": 50123.00603675842, "tdvloss2_sum": 29462.84744501114, "tdvloss3_sum": 21471.204956769943, "Iesstloss_sum": 5766.050936698914, "Ievstloss_sum": 5817.285021185875, "Ileadloss_sum": 2546.624195508659, "Itdvloss1_sum": 49812.051404953, "Itdvloss2_sum": 29175.55736732483, "Itdvloss3_sum": 21211.076144456863, "sbcdfloss_sum": 29370.042589187622, "sbpdfloss_sum": 19141.397072315216, "sdregloss_sum": 11.592956312466413, "vtimeloss_sum": 21636.319372415543, "Isbcdfloss_sum": 29321.39608335495, "Isbpdfloss_sum": 19037.92075252533, "Isdregloss_sum": 7.161710420507006, "Ivtimeloss_sum": 21633.884023427963, "p0softloss_sum": 2035958.5327148438, "p1softloss_sum": 272130.40650177, "ptsoftentr_sum": 1980004.4792480469, "Ip0softloss_sum": 2035946.8862304688, "Ip1softloss_sum": 272115.7585220337, "norm_noreg_batch": 46529.606390625, "norm_normal_batch": 103253.0133046875, "norm_output_batch": 24305.553609375, "sekiweightscale_sum": 2800254.5190429688, "norm_normal_gamma_batch": 61136.94648046875, "norm_output_noreg_batch": 1945.0447463378907 }, "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": 6974199808.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6974199808.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.32645201568374, "log_gamma_uncertainty": 0.04117744675542379, "log_gamma_lower_confidence": 78.24409712217289, "log_gamma_upper_confidence": 78.4088069091946, "log_gamma_game_count": 3516, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9850481664-d4278230754/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9850481664-d4278230754", "created_at": "2024-05-09T22:43:46.114642Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9850481664-d4278230754.bin.gz", "model_file_bytes": 97897535, "model_file_sha256": "dfa3b082e2a7f7b3ab05a2d0e3446153ec4fa3bc8c38a3dd14ed07c9a3586805", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9850481664-d4278230754.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9821054208-d4269405333/?format=api", "train_step": 9850481664, "total_num_data_rows": 4278230754, "extra_stats": { "sums": { "wsum": 9850194255.968689, "nsamp": 9850481664, "loss_sum": 6390468.166479527, "oloss_sum": 58368.38629079393, "pacc1_sum": 64351.39132886563, "sloss_sum": 47240.91933616116, "vloss_sum": 70959.37372477166, "Ioloss_sum": 58357.26991424576, "Ipacc1_sum": 64390.61298507446, "Isloss_sum": 47227.338549932625, "Ivloss_sum": 70534.09038653724, "fploss_sum": 21117.262023905474, "p0loss_sum": 220249.69032141834, "p1loss_sum": 38354.13132778006, "pslr_batch": 7.507507507507519e-07, "ptentr_sum": 121801.32525581142, "skloss_sum": 5919.70950473514, "smloss_sum": 6080.61716480963, "Ifploss_sum": 21092.71745186735, "Ip0loss_sum": 220142.99834354097, "Ip1loss_sum": 38329.25676843914, "Iskloss_sum": 5911.343409628239, "Ismloss_sum": 6064.111607929142, "exgnorm_sum": 2.191377612821245e-14, "gnorm_batch": 78.0324816257519, "tdsloss_sum": 1138.1095228743172, "vsquare_sum": 48288.963353237465, "Itdsloss_sum": 1125.7363367387038, "Ivsquare_sum": 48865.81810292383, "esstloss_sum": 1603.4209063405274, "evstloss_sum": 1768.119481205801, "leadloss_sum": 838.4195761250845, "tdvloss1_sum": 15650.037202860893, "tdvloss2_sum": 9249.342431766527, "tdvloss3_sum": 6806.478889007534, "Iesstloss_sum": 1586.9506286234837, "Ievstloss_sum": 1684.593455011952, "Ileadloss_sum": 812.478492445207, "Itdvloss1_sum": 15310.912559819559, "Itdvloss2_sum": 8954.89259271138, "Itdvloss3_sum": 6541.0915011247525, "sbcdfloss_sum": 9424.733418931382, "sbpdfloss_sum": 6116.809741699728, "sdregloss_sum": 4.065449512750338, "vtimeloss_sum": 6805.6716497053985, "Isbcdfloss_sum": 9394.029598353245, "Isbpdfloss_sum": 6078.1109436616125, "Isdregloss_sum": 2.2919724060800157, "Ivtimeloss_sum": 6791.690945876543, "p0softloss_sum": 651255.8456313043, "p1softloss_sum": 87096.29903335159, "ptsoftentr_sum": 633370.4604230407, "wdnormal_batch": 3.278594427729132e-05, "Ip0softloss_sum": 651230.8097486186, "Ip1softloss_sum": 87090.53880051634, "gnorm_cap_batch": 500.5005005005005, "norm_noreg_batch": 1490.104186465873, "norm_normal_batch": 3305.782296179786, "norm_output_batch": 778.2717760042655, "sekiweightscale_sum": 820321.252986758, "norm_normal_gamma_batch": 1957.595585620101, "norm_output_noreg_batch": 62.2795047693158 }, "weights": { "wsum": 6945245440.0, "nsamp": 6945245440.0, "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": 0.10010010010010009, "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": 127996.76669519042, "gnorm_batch": 0.10010010010010009, "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": 0.10010010010010009, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 0.10010010010010009, "norm_noreg_batch": 0.10010010010010009, "norm_normal_batch": 0.10010010010010009, "norm_output_batch": 0.10010010010010009, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 0.10010010010010009, "norm_output_noreg_batch": 0.10010010010010009 }, "last_val_metrics": { "sums": { "wsum": 400047.46990966797, "nsamp": 400128.0, "loss_sum": 19990755.657714844, "oloss_sum": 181534.54885101318, "pacc1_sum": 200689.3399658203, "sloss_sum": 146951.5355644226, "vloss_sum": 224126.07467269897, "Ioloss_sum": 181489.9256324768, "Ipacc1_sum": 200709.21997070312, "Isloss_sum": 146899.68125915527, "Ivloss_sum": 225131.19612884521, "fploss_sum": 65880.07435798645, "p0loss_sum": 691565.751876831, "p1loss_sum": 119949.0046043396, "ptentr_sum": 381406.7219543457, "skloss_sum": 19243.773321270943, "smloss_sum": 18781.843492269516, "wsum_train": 9850194255.968689, "Ifploss_sum": 65794.40422439575, "Ip0loss_sum": 691433.0528717041, "Ip1loss_sum": 119880.55463218689, "Iskloss_sum": 19230.613423645496, "Ismloss_sum": 18780.132452249527, "nsamp_train": 9850481664, "tdsloss_sum": 3634.9768067896366, "vsquare_sum": 152210.89890289307, "Itdsloss_sum": 3641.5028870999813, "Ivsquare_sum": 155451.76566696167, "esstloss_sum": 5374.479010982439, "evstloss_sum": 6014.952951282263, "leadloss_sum": 2627.238665740937, "tdvloss1_sum": 50292.8990316391, "tdvloss2_sum": 29602.386723041534, "tdvloss3_sum": 21561.55908536911, "Iesstloss_sum": 5411.155796511099, "Ievstloss_sum": 6480.642943590879, "Ileadloss_sum": 2611.4122919775546, "Itdvloss1_sum": 51207.653759002686, "Itdvloss2_sum": 30465.656665802002, "Itdvloss3_sum": 22367.166711568832, "sbcdfloss_sum": 29165.13792657852, "sbpdfloss_sum": 19079.781366348267, "sdregloss_sum": 13.47862218809314, "vtimeloss_sum": 20941.808192372322, "Isbcdfloss_sum": 29142.340960502625, "Isbpdfloss_sum": 19010.63698720932, "Isdregloss_sum": 8.441049078188371, "Ivtimeloss_sum": 20937.703965306282, "p0softloss_sum": 2036274.3526611328, "p1softloss_sum": 271785.18267822266, "ptsoftentr_sum": 1980299.5618286133, "Ip0softloss_sum": 2036316.6682739258, "Ip1softloss_sum": 271773.86611938477, "norm_noreg_batch": 46534.09085742188, "norm_normal_batch": 103235.18533593751, "norm_output_batch": 24304.453098632814, "sekiweightscale_sum": 2800332.289367676, "norm_normal_gamma_batch": 61132.9962421875, "norm_output_noreg_batch": 1944.9148143310547 }, "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": 6945245440.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6945245440.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.30067097234463, "log_gamma_uncertainty": 0.04165914664895083, "log_gamma_lower_confidence": 78.21735267904673, "log_gamma_upper_confidence": 78.38398926564254, "log_gamma_game_count": 3378, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9821054208-d4269405333/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9821054208-d4269405333", "created_at": "2024-05-05T11:12:59.005886Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9821054208-d4269405333.bin.gz", "model_file_bytes": 97897332, "model_file_sha256": "4a95f5d0c919a6e5e015bb1879363e06751988799a41b0ac7214de71b0cb0ae1", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9821054208-d4269405333.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9791399168-d4261348054/?format=api", "train_step": 9821054208, "total_num_data_rows": 4269405333, "extra_stats": { "sums": { "wsum": 9820772015.18573, "nsamp": 9821054208, "loss_sum": 6390628.338863503, "oloss_sum": 58210.932391190494, "pacc1_sum": 64430.29867512704, "sloss_sum": 47123.334656246596, "vloss_sum": 70767.42749472648, "Ioloss_sum": 58200.8422166283, "Ipacc1_sum": 64456.49655047835, "Isloss_sum": 47109.86717662688, "Ivloss_sum": 70364.36924418474, "fploss_sum": 21077.958175088042, "p0loss_sum": 220105.28672111983, "p1loss_sum": 38313.00010187594, "pslr_batch": 0.00019575075075075073, "ptentr_sum": 121693.72438045013, "skloss_sum": 5893.125949066009, "smloss_sum": 6098.545299142991, "Ifploss_sum": 21054.572571202825, "Ip0loss_sum": 220002.40562784133, "Ip1loss_sum": 38291.97410236782, "Iskloss_sum": 5890.446436954448, "Ismloss_sum": 6082.436638019416, "exgnorm_sum": 3.3005331339924015e-49, "gnorm_batch": 22225.57404994469, "tdsloss_sum": 1157.2576353775098, "vsquare_sum": 48675.303432214154, "Itdsloss_sum": 1146.5953915811963, "Ivsquare_sum": 49161.202117991925, "esstloss_sum": 1717.1614214565684, "evstloss_sum": 1760.5468207956233, "leadloss_sum": 852.4004238814795, "tdvloss1_sum": 15605.3692102112, "tdvloss2_sum": 9248.65790386762, "tdvloss3_sum": 6818.512241226191, "Iesstloss_sum": 1703.1275552415698, "Ievstloss_sum": 1700.8802754439846, "Ileadloss_sum": 823.1321649127942, "Itdvloss1_sum": 15298.58551007466, "Itdvloss2_sum": 8986.634422636105, "Itdvloss3_sum": 6581.8678515632, "sbcdfloss_sum": 9422.283552710403, "sbpdfloss_sum": 6103.075864606405, "sdregloss_sum": 3.9764542614335547, "vtimeloss_sum": 6673.396940177773, "Isbcdfloss_sum": 9390.141579129822, "Isbpdfloss_sum": 6063.840063859902, "Isdregloss_sum": 2.316384069019287, "Ivtimeloss_sum": 6663.074064846969, "p0softloss_sum": 651452.011918186, "p1softloss_sum": 86989.03225381434, "ptsoftentr_sum": 633569.2256639495, "wdnormal_batch": 0.008544905814789372, "Ip0softloss_sum": 651427.5036103812, "Ip1softloss_sum": 86983.8564937143, "gnorm_cap_batch": 130500.5005005005, "norm_noreg_batch": 388588.57145279495, "norm_normal_batch": 861737.0070455564, "norm_output_batch": 202918.66190836864, "sekiweightscale_sum": 817191.4959171285, "norm_normal_gamma_batch": 510322.6256919715, "norm_output_noreg_batch": 16238.509728770983 }, "weights": { "wsum": 6915817984.0, "nsamp": 6915817984.0, "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": 26.1001001001001, "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": 127997.10376421735, "gnorm_batch": 26.1001001001001, "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": 26.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 26.1001001001001, "norm_noreg_batch": 26.1001001001001, "norm_normal_batch": 26.1001001001001, "norm_output_batch": 26.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 26.1001001001001, "norm_output_noreg_batch": 26.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400060.2399291992, "nsamp": 400128.0, "loss_sum": 20002688.782714844, "oloss_sum": 181861.54516983032, "pacc1_sum": 200054.78997802734, "sloss_sum": 147189.6887626648, "vloss_sum": 227886.15565872192, "Ioloss_sum": 181825.46125793457, "Ipacc1_sum": 200191.34997558594, "Isloss_sum": 147147.9449043274, "Ivloss_sum": 230024.9874534607, "fploss_sum": 65946.10501289368, "p0loss_sum": 693181.0211639404, "p1loss_sum": 120211.772315979, "ptentr_sum": 381861.80672454834, "skloss_sum": 19648.735707700253, "smloss_sum": 18872.43255996704, "wsum_train": 9820772015.18573, "Ifploss_sum": 65864.82510185242, "Ip0loss_sum": 693113.7427062988, "Ip1loss_sum": 120145.83273506165, "Iskloss_sum": 19628.154725551605, "Ismloss_sum": 18886.50427889824, "nsamp_train": 9821054208, "tdsloss_sum": 3683.3339169621468, "vsquare_sum": 153318.86157226562, "Itdsloss_sum": 3699.779620498419, "Ivsquare_sum": 157664.36768722534, "esstloss_sum": 5869.273656081408, "evstloss_sum": 7115.629435092211, "leadloss_sum": 2742.313228867948, "tdvloss1_sum": 53404.29564380646, "tdvloss2_sum": 32376.220445156097, "tdvloss3_sum": 24110.124854564667, "Iesstloss_sum": 5902.884038314223, "Ievstloss_sum": 8042.412236630917, "Ileadloss_sum": 2764.6341502964497, "Itdvloss1_sum": 55305.88186264038, "Itdvloss2_sum": 34142.57485818863, "Itdvloss3_sum": 25832.083242416382, "sbcdfloss_sum": 29322.051326274872, "sbpdfloss_sum": 19202.885591506958, "sdregloss_sum": 13.549238309962675, "vtimeloss_sum": 21058.452824234962, "Isbcdfloss_sum": 29340.713782787323, "Isbpdfloss_sum": 19180.040130138397, "Isdregloss_sum": 8.64716768648941, "Ivtimeloss_sum": 21046.741912841797, "p0softloss_sum": 2036918.6909179688, "p1softloss_sum": 272010.06816101074, "ptsoftentr_sum": 1980479.1037597656, "Ip0softloss_sum": 2036951.3465576172, "Ip1softloss_sum": 271998.2412490845, "norm_noreg_batch": 46541.07551367187, "norm_normal_batch": 103210.04301562501, "norm_output_batch": 24303.494540039064, "sekiweightscale_sum": 2800421.6795043945, "norm_normal_gamma_batch": 61121.26153125, "norm_output_noreg_batch": 1944.8783723144531 }, "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": 6915817984.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6915817984.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.37130405460732, "log_gamma_uncertainty": 0.0419203635446711, "log_gamma_lower_confidence": 78.28746332751798, "log_gamma_upper_confidence": 78.45514478169666, "log_gamma_game_count": 3445, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s6797380608-d4265362003/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s6797380608-d4265362003", "created_at": "2024-05-02T14:00:15.735247Z", "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-s6797380608-d4265362003.bin.gz", "model_file_bytes": 271373268, "model_file_sha256": "ca1534af62a1ea1fdc06ade760a75922091c50565ff12d09ee149f722c75ef8c", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s6797380608-d4265362003.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9791399168-d4261348054/?format=api", "train_step": 6797380608, "total_num_data_rows": 4265362003, "extra_stats": { "sums": { "wsum": 6797109639.357605, "nsamp": 6797380608.0, "loss_sum": 6341107.972760712, "oloss_sum": 57954.30980774153, "pacc1_sum": 67405.6018484435, "sloss_sum": 46917.25317031708, "vloss_sum": 69053.07637183533, "Ioloss_sum": 57934.038446334445, "Ipacc1_sum": 67482.03969265652, "Isloss_sum": 46894.41036679377, "Ivloss_sum": 68619.68537460113, "fploss_sum": 20554.580558306807, "p0loss_sum": 212526.99676314593, "p1loss_sum": 36589.08104521009, "pslr_batch": 0.0009015015015015024, "ptentr_sum": 121766.81494072273, "skloss_sum": 6172.954399769268, "smloss_sum": 5971.089512156531, "Ifploss_sum": 20544.82749642707, "Ip0loss_sum": 212380.08145966096, "Ip1loss_sum": 36564.34261241761, "Iskloss_sum": 6169.288048844578, "Ismloss_sum": 5956.877216562356, "exgnorm_sum": 84.7747670193833, "gnorm_batch": 72454.68426118884, "tdsloss_sum": 1032.0388328759454, "vsquare_sum": 51002.85430342824, "Itdsloss_sum": 1020.5291091573662, "Ivsquare_sum": 51493.12752450637, "esstloss_sum": 1265.1841729634261, "evstloss_sum": 1376.391099918189, "leadloss_sum": 725.7465595506206, "tdvloss1_sum": 13965.650149626179, "tdvloss2_sum": 7842.384305000681, "tdvloss3_sum": 5646.230698049726, "Iesstloss_sum": 1255.1369109079046, "Ievstloss_sum": 1310.1373569736527, "Ileadloss_sum": 692.3546126895179, "Itdvloss1_sum": 13633.762207312646, "Itdvloss2_sum": 7550.624654894517, "Itdvloss3_sum": 5369.493376798367, "sbcdfloss_sum": 9264.383133788126, "sbpdfloss_sum": 6026.094119598803, "sdregloss_sum": 3.726000210043195, "vtimeloss_sum": 6533.72591157341, "Isbcdfloss_sum": 9237.750396644045, "Isbpdfloss_sum": 5998.765549465581, "Isdregloss_sum": 1.9787937377629505, "Ivtimeloss_sum": 6524.26397815738, "p0softloss_sum": 651931.8832103962, "p1softloss_sum": 86654.71068092664, "ptsoftentr_sum": 633628.3820649834, "wdnormal_batch": 0.057710382314981344, "Ip0softloss_sum": 651876.4186691793, "Ip1softloss_sum": 86648.15463693783, "gnorm_cap_batch": 212485.94165385544, "norm_noreg_batch": 1791820.4128885036, "norm_normal_batch": 3145795.0827875133, "norm_output_batch": 749890.5572215682, "sekiweightscale_sum": 799400.3305013299, "norm_normal_gamma_batch": 2256448.781230464, "norm_output_noreg_batch": 62872.13715025523 }, "weights": { "wsum": 2265793536.0, "nsamp": 2265793536.0, "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": 60.1001001001001, "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": 127891.94520510995, "gnorm_batch": 60.1001001001001, "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": 60.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 60.1001001001001, "norm_noreg_batch": 60.1001001001001, "norm_normal_batch": 60.1001001001001, "norm_output_batch": 60.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 60.1001001001001, "norm_output_noreg_batch": 60.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 300257.03997802734, "nsamp": 300288.0, "loss_sum": 4959789.9853515625, "oloss_sum": 45150.586753845215, "pacc1_sum": 52559.0, "sloss_sum": 36543.10292053223, "vloss_sum": 54134.81578826904, "Ioloss_sum": 45139.23210525513, "Ipacc1_sum": 52642.0, "Isloss_sum": 36527.1021194458, "Ivloss_sum": 54522.98447036743, "fploss_sum": 16098.718725204468, "p0loss_sum": 167054.36199951172, "p1loss_sum": 28682.632719039917, "ptentr_sum": 95502.42942810059, "skloss_sum": 5001.763879776001, "smloss_sum": 4621.035318613052, "wsum_train": 6790943334.478088, "Ifploss_sum": 16088.335285186768, "Ip0loss_sum": 167090.71061706543, "Ip1loss_sum": 28678.16752243042, "Iskloss_sum": 4994.280406594276, "Ismloss_sum": 4616.127917051315, "nsamp_train": 6791213568.0, "tdsloss_sum": 821.3012610673904, "vsquare_sum": 38779.513679504395, "Itdsloss_sum": 816.8652641475201, "Ivsquare_sum": 40321.51844406128, "esstloss_sum": 1116.054621906951, "evstloss_sum": 1092.8941232413054, "leadloss_sum": 555.3018527403474, "tdvloss1_sum": 11151.495422363281, "tdvloss2_sum": 6263.565598487854, "tdvloss3_sum": 4469.369220733643, "Iesstloss_sum": 1102.613025156781, "Ievstloss_sum": 1272.1511296778917, "Ileadloss_sum": 541.0178673788905, "Itdvloss1_sum": 11478.459352016449, "Itdvloss2_sum": 6531.982808113098, "Itdvloss3_sum": 4686.058485746384, "sbcdfloss_sum": 7192.714105129242, "sbpdfloss_sum": 4702.721209049225, "sdregloss_sum": 2.608389412984252, "vtimeloss_sum": 4935.182048678398, "Isbcdfloss_sum": 7180.586820602417, "Isbpdfloss_sum": 4694.329665184021, "Isdregloss_sum": 1.5710013079224154, "Ivtimeloss_sum": 4930.348843574524, "p0softloss_sum": 509628.67401123047, "p1softloss_sum": 67708.75198364258, "ptsoftentr_sum": 495355.7191772461, "Ip0softloss_sum": 509645.26385498047, "Ip1softloss_sum": 67708.03160858154, "norm_noreg_batch": 23315.00773046875, "norm_normal_batch": 40924.3051953125, "norm_output_batch": 9757.098767578125, "sekiweightscale_sum": 700599.7599487305, "norm_normal_gamma_batch": 29354.465515625, "norm_output_noreg_batch": 818.0589631347657 }, "weights": { "wsum": 100096.0, "nsamp": 100096.0, "loss_sum": 100096.0, "oloss_sum": 100096.0, "pacc1_sum": 100096.0, "sloss_sum": 100096.0, "vloss_sum": 100096.0, "Ioloss_sum": 100096.0, "Ipacc1_sum": 100096.0, "Isloss_sum": 100096.0, "Ivloss_sum": 100096.0, "fploss_sum": 100096.0, "p0loss_sum": 100096.0, "p1loss_sum": 100096.0, "ptentr_sum": 100096.0, "skloss_sum": 100096.0, "smloss_sum": 100096.0, "wsum_train": 2263737856.0, "Ifploss_sum": 100096.0, "Ip0loss_sum": 100096.0, "Ip1loss_sum": 100096.0, "Iskloss_sum": 100096.0, "Ismloss_sum": 100096.0, "nsamp_train": 2263737856.0, "tdsloss_sum": 100096.0, "vsquare_sum": 100096.0, "Itdsloss_sum": 100096.0, "Ivsquare_sum": 100096.0, "esstloss_sum": 100096.0, "evstloss_sum": 100096.0, "leadloss_sum": 100096.0, "tdvloss1_sum": 100096.0, "tdvloss2_sum": 100096.0, "tdvloss3_sum": 100096.0, "Iesstloss_sum": 100096.0, "Ievstloss_sum": 100096.0, "Ileadloss_sum": 100096.0, "Itdvloss1_sum": 100096.0, "Itdvloss2_sum": 100096.0, "Itdvloss3_sum": 100096.0, "sbcdfloss_sum": 100096.0, "sbpdfloss_sum": 100096.0, "sdregloss_sum": 100096.0, "vtimeloss_sum": 100096.0, "Isbcdfloss_sum": 100096.0, "Isbpdfloss_sum": 100096.0, "Isdregloss_sum": 100096.0, "Ivtimeloss_sum": 100096.0, "p0softloss_sum": 100096.0, "p1softloss_sum": 100096.0, "ptsoftentr_sum": 100096.0, "Ip0softloss_sum": 100096.0, "Ip1softloss_sum": 100096.0, "norm_noreg_batch": 0.782, "norm_normal_batch": 0.782, "norm_output_batch": 0.782, "sekiweightscale_sum": 100096.0, "norm_normal_gamma_batch": 0.782, "norm_output_noreg_batch": 0.782 } } }, "notes": "", "log_gamma": 80.00018918311282, "log_gamma_uncertainty": 0.03443556802233055, "log_gamma_lower_confidence": 79.93131804706816, "log_gamma_upper_confidence": 80.06906031915749, "log_gamma_game_count": 5690, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9791399168-d4261348054/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9791399168-d4261348054", "created_at": "2024-04-28T01:16:52.693812Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9791399168-d4261348054.bin.gz", "model_file_bytes": 97896085, "model_file_sha256": "e18717330642cb1dd5e090a0df39e152d458150caa7201a76563a15e1c8fc9b4", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9791399168-d4261348054.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9761732864-d4253420187/?format=api", "train_step": 9791399168, "total_num_data_rows": 4261348054, "extra_stats": { "sums": { "wsum": 9791122012.742126, "nsamp": 9791399168, "loss_sum": 6388435.874830507, "oloss_sum": 58270.78980560384, "pacc1_sum": 64295.25800667476, "sloss_sum": 47163.580523058255, "vloss_sum": 70968.57723847423, "Ioloss_sum": 58260.23392530031, "Ipacc1_sum": 64341.43880213445, "Isloss_sum": 47149.846154179744, "Ivloss_sum": 70496.20730318343, "fploss_sum": 21069.03031937477, "p0loss_sum": 220244.89992190382, "p1loss_sum": 38284.86706967663, "pslr_batch": 0.0005407507507507514, "ptentr_sum": 121840.14978651475, "skloss_sum": 5645.6313561620445, "smloss_sum": 6017.671971625242, "Ifploss_sum": 21045.374576680122, "Ip0loss_sum": 220123.6467965, "Ip1loss_sum": 38255.37074132612, "Iskloss_sum": 5638.162367752986, "Ismloss_sum": 6001.123634146679, "exgnorm_sum": 209.89526919667475, "gnorm_batch": 54627.22746897767, "tdsloss_sum": 1128.7250239620193, "vsquare_sum": 48346.07575743193, "Itdsloss_sum": 1115.6453994809258, "Ivsquare_sum": 48938.108873756544, "esstloss_sum": 1595.4024391809398, "evstloss_sum": 1819.8098743783312, "leadloss_sum": 866.767677562832, "tdvloss1_sum": 15723.670724667567, "tdvloss2_sum": 9342.4224048338, "tdvloss3_sum": 6912.8180210874425, "Iesstloss_sum": 1594.5653836428658, "Ievstloss_sum": 1703.6470257358674, "Ileadloss_sum": 832.433352485443, "Itdvloss1_sum": 15334.364702538522, "Itdvloss2_sum": 8994.855929504885, "Itdvloss3_sum": 6593.515222988509, "sbcdfloss_sum": 9348.02135441345, "sbpdfloss_sum": 6094.516214799175, "sdregloss_sum": 4.017946754027942, "vtimeloss_sum": 6685.244136613744, "Isbcdfloss_sum": 9316.506927418353, "Isbpdfloss_sum": 6055.843239892712, "Isdregloss_sum": 2.3548188314621488, "Ivtimeloss_sum": 6675.618595533584, "p0softloss_sum": 651323.9104354169, "p1softloss_sum": 86872.90073039984, "ptsoftentr_sum": 633419.7261112111, "wdnormal_batch": 0.02359367753201834, "Ip0softloss_sum": 651291.9266430484, "Ip1softloss_sum": 86867.16624900298, "gnorm_cap_batch": 360500.5005005005, "norm_noreg_batch": 1073574.4951264255, "norm_normal_batch": 2379881.4751511244, "norm_output_batch": 560520.6191421483, "sekiweightscale_sum": 818389.2953670032, "norm_normal_gamma_batch": 1409454.6309558689, "norm_output_noreg_batch": 44856.23330408875 }, "weights": { "wsum": 6886162944.0, "nsamp": 6886162944.0, "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": 72.1001001001001, "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": 127951.65882511149, "gnorm_batch": 72.1001001001001, "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": 72.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 72.1001001001001, "norm_noreg_batch": 72.1001001001001, "norm_normal_batch": 72.1001001001001, "norm_output_batch": 72.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 72.1001001001001, "norm_output_noreg_batch": 72.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400035.4498901367, "nsamp": 400128.0, "loss_sum": 19986325.787109375, "oloss_sum": 181763.684589386, "pacc1_sum": 200663.37994384766, "sloss_sum": 147166.76502990723, "vloss_sum": 223522.46493148804, "Ioloss_sum": 181719.40858840942, "Ipacc1_sum": 200771.81994628906, "Isloss_sum": 147118.8001022339, "Ivloss_sum": 223627.8034248352, "fploss_sum": 65890.9385509491, "p0loss_sum": 691622.1048126221, "p1loss_sum": 120039.04518318176, "ptentr_sum": 381193.4522857666, "skloss_sum": 19630.06598263979, "smloss_sum": 18805.163140654564, "wsum_train": 9791122012.742126, "Ifploss_sum": 65806.83980369568, "Ip0loss_sum": 691386.06590271, "Ip1loss_sum": 119968.59310722351, "Iskloss_sum": 19610.862919449806, "Ismloss_sum": 18794.36116361618, "nsamp_train": 9791399168, "tdsloss_sum": 3630.589855849743, "vsquare_sum": 149692.6943244934, "Itdsloss_sum": 3628.3729248940945, "Ivsquare_sum": 152858.22817230225, "esstloss_sum": 5721.665942264721, "evstloss_sum": 5744.771525919437, "leadloss_sum": 2623.1787812262774, "tdvloss1_sum": 49953.40589237213, "tdvloss2_sum": 29493.33556985855, "tdvloss3_sum": 21581.252825260162, "Iesstloss_sum": 5758.403508082032, "Ievstloss_sum": 5862.3096287846565, "Ileadloss_sum": 2608.1310421675444, "Itdvloss1_sum": 50032.00796222687, "Itdvloss2_sum": 29570.581744670868, "Itdvloss3_sum": 21676.922512054443, "sbcdfloss_sum": 29186.927430152893, "sbpdfloss_sum": 19104.548182487488, "sdregloss_sum": 12.742285966640338, "vtimeloss_sum": 21180.614627599716, "Isbcdfloss_sum": 29151.614270687103, "Isbpdfloss_sum": 19016.889191150665, "Isdregloss_sum": 8.033085709437728, "Ivtimeloss_sum": 21168.410190701485, "p0softloss_sum": 2036578.7395629883, "p1softloss_sum": 271919.2373046875, "ptsoftentr_sum": 1980598.2705078125, "Ip0softloss_sum": 2036558.0141601562, "Ip1softloss_sum": 271904.9718170166, "norm_noreg_batch": 46546.33842773438, "norm_normal_batch": 103182.9469453125, "norm_output_batch": 24302.139125976562, "sekiweightscale_sum": 2800248.149230957, "norm_normal_gamma_batch": 61108.77584765625, "norm_output_noreg_batch": 1944.80548828125 }, "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": 6886162944.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6886162944.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.33611217388956, "log_gamma_uncertainty": 0.041227859973463565, "log_gamma_lower_confidence": 78.25365645394264, "log_gamma_upper_confidence": 78.41856789383648, "log_gamma_game_count": 3472, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9761732864-d4253420187/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9761732864-d4253420187", "created_at": "2024-04-19T09:00:47.294796Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9761732864-d4253420187.bin.gz", "model_file_bytes": 97896221, "model_file_sha256": "7754306f1b00f43d1832e7d85b6419afc0d01fa977291b32832dbb7666ade38f", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9761732864-d4253420187.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9732312320-d4245566942/?format=api", "train_step": 9761732864, "total_num_data_rows": 4253420187, "extra_stats": { "sums": { "wsum": 9761460462.52771, "nsamp": 9761732864, "loss_sum": 6388525.788997217, "oloss_sum": 58129.97954138066, "pacc1_sum": 64478.27132967682, "sloss_sum": 47044.4487533738, "vloss_sum": 70920.7751782542, "Ioloss_sum": 58118.23642794704, "Ipacc1_sum": 64504.58859189929, "Isloss_sum": 47030.61706398938, "Ivloss_sum": 70496.79749128495, "fploss_sum": 21045.573364180254, "p0loss_sum": 220426.17088756725, "p1loss_sum": 38253.300654894185, "pslr_batch": 0.000375750750750751, "ptentr_sum": 122199.5987784092, "skloss_sum": 5846.545761270532, "smloss_sum": 6078.969094932946, "Ifploss_sum": 21021.540061162952, "Ip0loss_sum": 220319.17132595667, "Ip1loss_sum": 38229.48792531815, "Iskloss_sum": 5841.733556521484, "Ismloss_sum": 6062.184099952354, "exgnorm_sum": 1.4417194495961614e-91, "gnorm_batch": 37591.961244379665, "tdsloss_sum": 1126.7812136685682, "vsquare_sum": 48490.291613646776, "Itdsloss_sum": 1115.467731618042, "Ivsquare_sum": 49062.24752580585, "esstloss_sum": 1553.4231740616121, "evstloss_sum": 1794.2683660704074, "leadloss_sum": 825.3398093507321, "tdvloss1_sum": 15577.006674483326, "tdvloss2_sum": 9204.261028249632, "tdvloss3_sum": 6782.851594592375, "Iesstloss_sum": 1549.6064461563526, "Ievstloss_sum": 1707.9228912648534, "Ileadloss_sum": 800.964756952307, "Itdvloss1_sum": 15237.780355221086, "Itdvloss2_sum": 8909.440979654371, "Itdvloss3_sum": 6513.5725150721555, "sbcdfloss_sum": 9412.830366694106, "sbpdfloss_sum": 6101.006274073778, "sdregloss_sum": 4.091876038057707, "vtimeloss_sum": 6542.135576213591, "Isbcdfloss_sum": 9381.537069088592, "Isbpdfloss_sum": 6064.347230566818, "Isdregloss_sum": 2.381398630593656, "Ivtimeloss_sum": 6531.988360720759, "p0softloss_sum": 651344.3450403025, "p1softloss_sum": 86891.83475165014, "ptsoftentr_sum": 633449.7302198011, "wdnormal_batch": 0.01638708534369051, "Ip0softloss_sum": 651316.62376674, "Ip1softloss_sum": 86886.43023723068, "gnorm_cap_batch": 250500.5005005005, "norm_noreg_batch": 746088.9856060023, "norm_normal_batch": 1653358.2059628414, "norm_output_batch": 389472.0190612273, "sekiweightscale_sum": 813288.7228908798, "norm_normal_gamma_batch": 979251.3198145368, "norm_output_noreg_batch": 31166.51678447167 }, "weights": { "wsum": 6856496640.0, "nsamp": 6856496640.0, "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": 50.1001001001001, "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": 127973.18301187288, "gnorm_batch": 50.1001001001001, "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": 50.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 50.1001001001001, "norm_noreg_batch": 50.1001001001001, "norm_normal_batch": 50.1001001001001, "norm_output_batch": 50.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 50.1001001001001, "norm_output_noreg_batch": 50.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400057.419921875, "nsamp": 400128.0, "loss_sum": 19985142.390625, "oloss_sum": 181313.78881072998, "pacc1_sum": 200539.02996826172, "sloss_sum": 146776.0684890747, "vloss_sum": 223941.65409469604, "Ioloss_sum": 181273.16984558105, "Ipacc1_sum": 200666.3399658203, "Isloss_sum": 146734.21255493164, "Ivloss_sum": 223964.0181541443, "fploss_sum": 65772.51330947876, "p0loss_sum": 690839.9165802002, "p1loss_sum": 119698.00563621521, "ptentr_sum": 381207.5570220947, "skloss_sum": 19871.976616978645, "smloss_sum": 18722.185445427895, "wsum_train": 9761460462.52771, "Ifploss_sum": 65693.46984100342, "Ip0loss_sum": 690643.7794342041, "Ip1loss_sum": 119615.22542572021, "Iskloss_sum": 19851.187430739403, "Ismloss_sum": 18711.00666832924, "nsamp_train": 9761732864, "tdsloss_sum": 3608.837539792061, "vsquare_sum": 152164.31576156616, "Itdsloss_sum": 3601.2076647281647, "Ivsquare_sum": 155886.54544067383, "esstloss_sum": 5877.093180546537, "evstloss_sum": 5944.286093324423, "leadloss_sum": 2692.433858394623, "tdvloss1_sum": 50001.72822475433, "tdvloss2_sum": 29365.04354763031, "tdvloss3_sum": 21302.265481472015, "Iesstloss_sum": 5896.75655256398, "Ievstloss_sum": 6109.931883394718, "Ileadloss_sum": 2652.3880338333547, "Itdvloss1_sum": 50017.69225215912, "Itdvloss2_sum": 29377.983066082, "Itdvloss3_sum": 21320.513296365738, "sbcdfloss_sum": 29096.609984874725, "sbpdfloss_sum": 19065.31086921692, "sdregloss_sum": 12.478845829726197, "vtimeloss_sum": 20973.487919211388, "Isbcdfloss_sum": 29049.54968738556, "Isbpdfloss_sum": 18971.92515182495, "Isdregloss_sum": 8.052519528311677, "Ivtimeloss_sum": 20958.665630578995, "p0softloss_sum": 2036779.4016723633, "p1softloss_sum": 271559.3102416992, "ptsoftentr_sum": 1980842.7858886719, "Ip0softloss_sum": 2036779.274230957, "Ip1softloss_sum": 271544.73764801025, "norm_noreg_batch": 46552.291259765625, "norm_normal_batch": 103161.443484375, "norm_output_batch": 24301.143934570315, "sekiweightscale_sum": 2800401.939453125, "norm_normal_gamma_batch": 61100.47241015625, "norm_output_noreg_batch": 1944.640640625 }, "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": 6856496640.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6856496640.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.39313472420163, "log_gamma_uncertainty": 0.03994196108004032, "log_gamma_lower_confidence": 78.31325080204155, "log_gamma_upper_confidence": 78.47301864636171, "log_gamma_game_count": 3825, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9732312320-d4245566942/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9732312320-d4245566942", "created_at": "2024-04-11T19:09:43.848388Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9732312320-d4245566942.bin.gz", "model_file_bytes": 97895768, "model_file_sha256": "ff8940cbb77d6b3a4279a73332541f28fd2c0870a26fdd6a5272d309ce2cea0b", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9732312320-d4245566942.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9702880512-d4238517366/?format=api", "train_step": 9732312320, "total_num_data_rows": 4245566942, "extra_stats": { "sums": { "wsum": 9732044529.702637, "nsamp": 9732312320, "loss_sum": 6392135.921702703, "oloss_sum": 58299.640914680145, "pacc1_sum": 64470.82988262754, "sloss_sum": 47200.34701429548, "vloss_sum": 70871.09250229187, "Ioloss_sum": 58288.96794473215, "Ipacc1_sum": 64501.28743820551, "Isloss_sum": 47187.69766576604, "Ivloss_sum": 70378.1232979502, "fploss_sum": 21048.400079297768, "p0loss_sum": 220381.62332718368, "p1loss_sum": 38336.87384943339, "pslr_batch": 0.000375750750750751, "ptentr_sum": 122148.33311809537, "skloss_sum": 5609.83260610216, "smloss_sum": 6018.512005540305, "Ifploss_sum": 21023.668232087944, "Ip0loss_sum": 220253.506600017, "Ip1loss_sum": 38310.87503838523, "Iskloss_sum": 5605.532663587245, "Ismloss_sum": 6000.929279044502, "exgnorm_sum": 0.0898397445041655, "gnorm_batch": 39198.03214940788, "tdsloss_sum": 1119.988875254708, "vsquare_sum": 48468.89290808021, "Itdsloss_sum": 1106.3902062681138, "Ivsquare_sum": 49056.906782438775, "esstloss_sum": 1511.7229566699395, "evstloss_sum": 1776.8720246826515, "leadloss_sum": 843.2115393388947, "tdvloss1_sum": 15629.183406125067, "tdvloss2_sum": 9271.550948031982, "tdvloss3_sum": 6833.276554830144, "Iesstloss_sum": 1481.5442353824587, "Ievstloss_sum": 1671.2126089523208, "Ileadloss_sum": 808.4863773074436, "Itdvloss1_sum": 15232.493801098448, "Itdvloss2_sum": 8925.335832901734, "Itdvloss3_sum": 6518.408808280316, "sbcdfloss_sum": 9351.923132646903, "sbpdfloss_sum": 6101.957503825573, "sdregloss_sum": 3.69466316514231, "vtimeloss_sum": 6673.390410035564, "Isbcdfloss_sum": 9319.184594057204, "Isbpdfloss_sum": 6063.133823610236, "Isdregloss_sum": 2.243320989784821, "Ivtimeloss_sum": 6660.38034620932, "p0softloss_sum": 651640.0192203412, "p1softloss_sum": 87045.00655244172, "ptsoftentr_sum": 633727.4528656487, "wdnormal_batch": 0.016380337765245986, "Ip0softloss_sum": 651610.3126828077, "Ip1softloss_sum": 87039.28757805344, "gnorm_cap_batch": 250500.5005005005, "norm_noreg_batch": 746200.0404155358, "norm_normal_batch": 1652992.0067725927, "norm_output_batch": 389452.6036443817, "sekiweightscale_sum": 821211.935187333, "norm_normal_gamma_batch": 979115.9642640569, "norm_output_noreg_batch": 31165.743850060626 }, "weights": { "wsum": 6827076096.0, "nsamp": 6827076096.0, "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": 50.1001001001001, "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": 127879.33849371196, "gnorm_batch": 50.100099100100095, "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": 50.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 50.1001001001001, "norm_noreg_batch": 50.1001001001001, "norm_normal_batch": 50.1001001001001, "norm_output_batch": 50.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 50.1001001001001, "norm_output_noreg_batch": 50.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400058.9299316406, "nsamp": 400128.0, "loss_sum": 20000103.833007812, "oloss_sum": 181984.23616409302, "pacc1_sum": 200467.21997070312, "sloss_sum": 147300.2855949402, "vloss_sum": 223199.64624404907, "Ioloss_sum": 181931.50521850586, "Ipacc1_sum": 200561.02996826172, "Isloss_sum": 147256.6163482666, "Ivloss_sum": 224566.47877120972, "fploss_sum": 65885.65476989746, "p0loss_sum": 692509.3052368164, "p1loss_sum": 119954.34831237793, "ptentr_sum": 381768.0795059204, "skloss_sum": 20143.13885587454, "smloss_sum": 19106.233816981316, "wsum_train": 9732044529.702637, "Ifploss_sum": 65803.35597610474, "Ip0loss_sum": 692425.6961517334, "Ip1loss_sum": 119880.22304344177, "Iskloss_sum": 20123.32731974125, "Ismloss_sum": 19084.400295495987, "nsamp_train": 9732312320, "tdsloss_sum": 3715.746987849474, "vsquare_sum": 149472.292011261, "Itdsloss_sum": 3703.7775576114655, "Ivsquare_sum": 153984.41358184814, "esstloss_sum": 5878.942544357851, "evstloss_sum": 5944.186057448387, "leadloss_sum": 2627.6515861451626, "tdvloss1_sum": 50396.66882610321, "tdvloss2_sum": 29793.91479253769, "tdvloss3_sum": 21766.658625125885, "Iesstloss_sum": 5906.602561781183, "Ievstloss_sum": 6670.777532428503, "Ileadloss_sum": 2601.874875165522, "Itdvloss1_sum": 51635.78333759308, "Itdvloss2_sum": 30905.646742343903, "Itdvloss3_sum": 22792.29435491562, "sbcdfloss_sum": 29496.418415546417, "sbpdfloss_sum": 19163.285604953766, "sdregloss_sum": 12.997184096719138, "vtimeloss_sum": 21275.85409927368, "Isbcdfloss_sum": 29462.593821525574, "Isbpdfloss_sum": 19108.968908786774, "Isdregloss_sum": 7.611746399954427, "Ivtimeloss_sum": 21258.09969651699, "p0softloss_sum": 2036762.6481933594, "p1softloss_sum": 272058.61014556885, "ptsoftentr_sum": 1980579.1665649414, "Ip0softloss_sum": 2036799.2344360352, "Ip1softloss_sum": 272048.4829864502, "norm_noreg_batch": 46559.385814453126, "norm_normal_batch": 103138.389234375, "norm_output_batch": 24299.936578125, "sekiweightscale_sum": 2800412.5095214844, "norm_normal_gamma_batch": 61091.86369921875, "norm_output_noreg_batch": 1944.5883625488282 }, "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": 6827076096.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6827076096.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.28821617372687, "log_gamma_uncertainty": 0.04078416252151446, "log_gamma_lower_confidence": 78.20664784868384, "log_gamma_upper_confidence": 78.36978449876989, "log_gamma_game_count": 3491, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9702880512-d4238517366/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9702880512-d4238517366", "created_at": "2024-04-09T12:54:00.115258Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9702880512-d4238517366.bin.gz", "model_file_bytes": 97897279, "model_file_sha256": "89b81d8a0f7edff067014dc6e995a76b77a54409a3cd3393121828e4368cdabd", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9702880512-d4238517366.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9672974336-d4229785824/?format=api", "train_step": 9702880512, "total_num_data_rows": 4238517366, "extra_stats": { "sums": { "wsum": 9702616885.486816, "nsamp": 9702880512, "loss_sum": 6391383.684302613, "oloss_sum": 58199.976616717795, "pacc1_sum": 64052.45709763082, "sloss_sum": 47105.62905813577, "vloss_sum": 70959.34387305852, "Ioloss_sum": 58189.07802363573, "Ipacc1_sum": 64071.26876212968, "Isloss_sum": 47092.26450806442, "Ivloss_sum": 70467.55505979186, "fploss_sum": 21068.6413888025, "p0loss_sum": 220609.7250309827, "p1loss_sum": 38344.156740416125, "pslr_batch": 3.075075075075075e-05, "ptentr_sum": 121848.44063387431, "skloss_sum": 5957.993407918342, "smloss_sum": 6150.009880646779, "Ifploss_sum": 21044.96832884551, "Ip0loss_sum": 220501.50026520027, "Ip1loss_sum": 38319.66049771987, "Iskloss_sum": 5953.877113803819, "Ismloss_sum": 6130.487595529743, "exgnorm_sum": 1.9359258640781812e-25, "gnorm_batch": 3061.8105419585854, "tdsloss_sum": 1166.2577041040854, "vsquare_sum": 48573.275091794334, "Itdsloss_sum": 1152.015469688484, "Ivsquare_sum": 49133.607305564685, "esstloss_sum": 1758.0660334821578, "evstloss_sum": 1787.5657645660044, "leadloss_sum": 851.4648853220212, "tdvloss1_sum": 15732.629596502537, "tdvloss2_sum": 9338.798601999733, "tdvloss3_sum": 6888.8964154022015, "Iesstloss_sum": 1732.5199367053376, "Ievstloss_sum": 1692.597228882569, "Ileadloss_sum": 818.8804524498529, "Itdvloss1_sum": 15353.743912143851, "Itdvloss2_sum": 9013.143881280625, "Itdvloss3_sum": 6595.995614051912, "sbcdfloss_sum": 9477.825174949065, "sbpdfloss_sum": 6109.365456648231, "sdregloss_sum": 4.046661289113683, "vtimeloss_sum": 6559.113690368956, "Isbcdfloss_sum": 9443.966935025785, "Isbpdfloss_sum": 6069.445164470804, "Isdregloss_sum": 2.33662760157399, "Ivtimeloss_sum": 6549.421786744286, "p0softloss_sum": 651541.2937063882, "p1softloss_sum": 86894.60549491868, "ptsoftentr_sum": 633656.6261220819, "wdnormal_batch": 0.0013399115216816363, "Ip0softloss_sum": 651515.3410834669, "Ip1softloss_sum": 86889.50048094292, "gnorm_cap_batch": 20500.5005005005, "norm_noreg_batch": 61074.90927645011, "norm_normal_batch": 135243.7262822619, "norm_output_batch": 31870.406173727446, "sekiweightscale_sum": 812251.4588221277, "norm_normal_gamma_batch": 80112.46267888162, "norm_output_noreg_batch": 2550.410189042526 }, "weights": { "wsum": 6797644288.0, "nsamp": 6797644288.0, "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": 4.1001001001001, "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": 127966.29925195283, "gnorm_batch": 4.1001001001001, "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": 4.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 4.1001001001001, "norm_noreg_batch": 4.1001001001001, "norm_normal_batch": 4.1001001001001, "norm_output_batch": 4.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 4.1001001001001, "norm_output_noreg_batch": 4.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400057.9899291992, "nsamp": 400128.0, "loss_sum": 19993955.294921875, "oloss_sum": 181996.49988937378, "pacc1_sum": 201031.27996826172, "sloss_sum": 147318.17389297485, "vloss_sum": 223431.89477157593, "Ioloss_sum": 181947.8152770996, "Ipacc1_sum": 201136.96997070312, "Isloss_sum": 147270.578666687, "Ivloss_sum": 224491.88010406494, "fploss_sum": 65860.74415397644, "p0loss_sum": 690084.4501190186, "p1loss_sum": 119794.80169868469, "ptentr_sum": 380443.39823150635, "skloss_sum": 20728.610063552856, "smloss_sum": 19006.515959501266, "wsum_train": 9702616885.486816, "Ifploss_sum": 65778.06879615784, "Ip0loss_sum": 689946.9334564209, "Ip1loss_sum": 119727.86397361755, "Iskloss_sum": 20698.350736021996, "Ismloss_sum": 18981.58695459366, "nsamp_train": 9702880512, "tdsloss_sum": 3632.5327696204185, "vsquare_sum": 150477.04328155518, "Itdsloss_sum": 3618.292281329632, "Ivsquare_sum": 155196.07622909546, "esstloss_sum": 5608.054414743558, "evstloss_sum": 5954.676564723253, "leadloss_sum": 2622.0073575526476, "tdvloss1_sum": 50158.010169029236, "tdvloss2_sum": 29613.75895190239, "tdvloss3_sum": 21615.797663211823, "Iesstloss_sum": 5600.2974790576845, "Ievstloss_sum": 6541.741494417191, "Ileadloss_sum": 2590.0827110037208, "Itdvloss1_sum": 51069.5716342926, "Itdvloss2_sum": 30439.096516609192, "Itdvloss3_sum": 22372.61013484001, "sbcdfloss_sum": 29431.2872838974, "sbpdfloss_sum": 19165.393642902374, "sdregloss_sum": 11.515779413632117, "vtimeloss_sum": 21626.729909658432, "Isbcdfloss_sum": 29388.256713867188, "Isbpdfloss_sum": 19086.618900299072, "Isdregloss_sum": 6.885327018098906, "Ivtimeloss_sum": 21621.147201538086, "p0softloss_sum": 2036879.3262939453, "p1softloss_sum": 272033.30027008057, "ptsoftentr_sum": 1980858.617980957, "Ip0softloss_sum": 2036902.0341186523, "Ip1softloss_sum": 272021.40802001953, "norm_noreg_batch": 46564.755574218754, "norm_normal_batch": 103112.550890625, "norm_output_batch": 24298.645271484376, "sekiweightscale_sum": 2800405.9295043945, "norm_normal_gamma_batch": 61079.35969921875, "norm_output_noreg_batch": 1944.4841879882813 }, "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": 6797644288.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6797644288.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.27241225842025, "log_gamma_uncertainty": 0.04064350754175156, "log_gamma_lower_confidence": 78.19112524333674, "log_gamma_upper_confidence": 78.35369927350375, "log_gamma_game_count": 3552, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9672974336-d4229785824/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9672974336-d4229785824", "created_at": "2024-04-06T12:13:12.896745Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9672974336-d4229785824.bin.gz", "model_file_bytes": 97898477, "model_file_sha256": "88c85d90378323e9f9e0830817fea428a0514fe484be70fd19c99ca172896342", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9672974336-d4229785824.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9644029184-d4221915864/?format=api", "train_step": 9672974336, "total_num_data_rows": 4229785824, "extra_stats": { "sums": { "wsum": 9672714680.620544, "nsamp": 9672974336, "loss_sum": 6391509.523930234, "oloss_sum": 58148.215431547425, "pacc1_sum": 64325.3805913917, "sloss_sum": 47073.6442209414, "vloss_sum": 71018.26490121588, "Ioloss_sum": 58135.605987817056, "Ipacc1_sum": 64342.78865882369, "Isloss_sum": 47058.80998162449, "Ivloss_sum": 70538.48444721905, "fploss_sum": 21054.019569515574, "p0loss_sum": 220505.55925205932, "p1loss_sum": 38351.527262610885, "pslr_batch": 0.0005857507507507515, "ptentr_sum": 121965.01974864778, "skloss_sum": 5909.325276256296, "smloss_sum": 6123.613319603895, "Ifploss_sum": 21030.58715059752, "Ip0loss_sum": 220392.5154356256, "Ip1loss_sum": 38325.741656827005, "Iskloss_sum": 5902.310748176989, "Ismloss_sum": 6106.450206656383, "exgnorm_sum": 5.46136062772041e-89, "gnorm_batch": 61787.90311081947, "tdsloss_sum": 1147.507280031638, "vsquare_sum": 48351.040802434894, "Itdsloss_sum": 1134.1265676922847, "Ivsquare_sum": 48893.1222569422, "esstloss_sum": 1621.400791629119, "evstloss_sum": 1784.3184156977445, "leadloss_sum": 852.0673008854378, "tdvloss1_sum": 15717.520131353584, "tdvloss2_sum": 9335.548804317154, "tdvloss3_sum": 6896.840262434407, "Iesstloss_sum": 1603.5547721540966, "Ievstloss_sum": 1685.1780780250558, "Ileadloss_sum": 818.9413213114846, "Itdvloss1_sum": 15323.127563290032, "Itdvloss2_sum": 8987.884938483761, "Itdvloss3_sum": 6576.863979613872, "sbcdfloss_sum": 9451.612057611741, "sbpdfloss_sum": 6101.28304894515, "sdregloss_sum": 3.957381978625439, "vtimeloss_sum": 6605.840824694382, "Isbcdfloss_sum": 9422.340613010625, "Isbpdfloss_sum": 6062.520687406773, "Isdregloss_sum": 2.4510453879066496, "Ivtimeloss_sum": 6592.624936372822, "p0softloss_sum": 651569.9578908992, "p1softloss_sum": 86952.48266641787, "ptsoftentr_sum": 633687.8304361354, "wdnormal_batch": 0.025511702437183793, "Ip0softloss_sum": 651537.7577335411, "Ip1softloss_sum": 86946.51949834169, "gnorm_cap_batch": 390500.5005005005, "norm_noreg_batch": 1163531.3491419917, "norm_normal_batch": 2575574.710654402, "norm_output_batch": 607046.6629813407, "sekiweightscale_sum": 816030.7635838916, "norm_normal_gamma_batch": 1525801.8789870047, "norm_output_noreg_batch": 48578.65211670491 }, "weights": { "wsum": 6767738112.0, "nsamp": 6767738112.0, "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": 78.1001001001001, "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": 127978.73534626936, "gnorm_batch": 78.1001001001001, "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": 78.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 78.1001001001001, "norm_noreg_batch": 78.1001001001001, "norm_normal_batch": 78.1001001001001, "norm_output_batch": 78.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 78.1001001001001, "norm_output_noreg_batch": 78.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400057.8299560547, "nsamp": 400128.0, "loss_sum": 19993292.60107422, "oloss_sum": 181886.04704284668, "pacc1_sum": 200531.97998046875, "sloss_sum": 147231.0510444641, "vloss_sum": 223772.99629211426, "Ioloss_sum": 181849.04357910156, "Ipacc1_sum": 200508.91998291016, "Isloss_sum": 147193.32203292847, "Ivloss_sum": 223856.52681732178, "fploss_sum": 65833.58089256287, "p0loss_sum": 690708.5384216309, "p1loss_sum": 119917.27721786499, "ptentr_sum": 380683.03648376465, "skloss_sum": 20612.77816170454, "smloss_sum": 19136.14540231228, "wsum_train": 9672714680.620544, "Ifploss_sum": 65751.63170433044, "Ip0loss_sum": 690519.49949646, "Ip1loss_sum": 119850.6985206604, "Iskloss_sum": 20589.484704852104, "Ismloss_sum": 19121.07748413086, "nsamp_train": 9672974336, "tdsloss_sum": 3638.721441268921, "vsquare_sum": 149377.2326927185, "Itdsloss_sum": 3633.6348412930965, "Ivsquare_sum": 153727.01330184937, "esstloss_sum": 5699.785564437509, "evstloss_sum": 5735.809630095959, "leadloss_sum": 2711.9869316890836, "tdvloss1_sum": 50189.61072063446, "tdvloss2_sum": 29571.50221824646, "tdvloss3_sum": 21535.473752737045, "Iesstloss_sum": 5712.041487643495, "Ievstloss_sum": 5962.675944119692, "Ileadloss_sum": 2689.008414596319, "Itdvloss1_sum": 50227.68520641327, "Itdvloss2_sum": 29587.371795654297, "Itdvloss3_sum": 21536.0111348629, "sbcdfloss_sum": 29557.78722524643, "sbpdfloss_sum": 19139.113958358765, "sdregloss_sum": 11.529937508516014, "vtimeloss_sum": 21018.09812939167, "Isbcdfloss_sum": 29503.209517478943, "Isbpdfloss_sum": 19034.26732969284, "Isdregloss_sum": 7.321134903118946, "Ivtimeloss_sum": 21006.274993300438, "p0softloss_sum": 2036908.7188720703, "p1softloss_sum": 271760.4489059448, "ptsoftentr_sum": 1980933.378112793, "Ip0softloss_sum": 2036912.0787353516, "Ip1softloss_sum": 271748.4521102905, "norm_noreg_batch": 46571.0869453125, "norm_normal_batch": 103088.5808203125, "norm_output_batch": 24297.376860351564, "sekiweightscale_sum": 2800404.809692383, "norm_normal_gamma_batch": 61070.83646484375, "norm_output_noreg_batch": 1944.3926059570313 }, "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": 6767738112.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6767738112.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.33577335903966, "log_gamma_uncertainty": 0.04123228017574674, "log_gamma_lower_confidence": 78.25330879868817, "log_gamma_upper_confidence": 78.41823791939116, "log_gamma_game_count": 3494, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9644029184-d4221915864/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9644029184-d4221915864", "created_at": "2024-04-03T13:02:27.310376Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9644029184-d4221915864.bin.gz", "model_file_bytes": 97897482, "model_file_sha256": "e3bfc49e008877642f1c79506d9b2e6983b58e68fbf0012104c1cc14e1a1d084", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9644029184-d4221915864.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9613886976-d4214024973/?format=api", "train_step": 9644029184, "total_num_data_rows": 4221915864, "extra_stats": { "sums": { "wsum": 9643773213.813538, "nsamp": 9644029184, "loss_sum": 6394051.350254181, "oloss_sum": 58371.928849284384, "pacc1_sum": 64328.69238064832, "sloss_sum": 47244.97599464325, "vloss_sum": 71167.17498826918, "Ioloss_sum": 58360.598259071485, "Ipacc1_sum": 64335.2800094312, "Isloss_sum": 47230.9104702929, "Ivloss_sum": 70694.19969005327, "fploss_sum": 21072.94073301014, "p0loss_sum": 220186.50660881525, "p1loss_sum": 38343.50592679411, "pslr_batch": 0.0002557507507507507, "ptentr_sum": 121978.75053268537, "skloss_sum": 6059.994149758567, "smloss_sum": 6129.21256072768, "Ifploss_sum": 21050.458283571694, "Ip0loss_sum": 220081.26853362992, "Ip1loss_sum": 38317.87025662082, "Iskloss_sum": 6052.181161606464, "Ismloss_sum": 6112.527714194254, "exgnorm_sum": 3.076657985583404e-63, "gnorm_batch": 26618.886471032514, "tdsloss_sum": 1132.7780623647338, "vsquare_sum": 48194.855270132495, "Itdsloss_sum": 1120.725218048449, "Ivsquare_sum": 48786.86907270289, "esstloss_sum": 1613.4702871502054, "evstloss_sum": 1793.6289274859896, "leadloss_sum": 828.1325636375227, "tdvloss1_sum": 15728.57870348897, "tdvloss2_sum": 9305.74947955637, "tdvloss3_sum": 6868.9882238596065, "Iesstloss_sum": 1622.6330182535073, "Ievstloss_sum": 1705.137913193803, "Ileadloss_sum": 800.4544438737179, "Itdvloss1_sum": 15358.24428347055, "Itdvloss2_sum": 8987.35623722337, "Itdvloss3_sum": 6581.121040875985, "sbcdfloss_sum": 9479.35664722721, "sbpdfloss_sum": 6126.242485635481, "sdregloss_sum": 4.113268109165656, "vtimeloss_sum": 6735.427515397049, "Isbcdfloss_sum": 9449.379622370634, "Isbpdfloss_sum": 6088.1295593248615, "Isdregloss_sum": 2.2905798867614715, "Ivtimeloss_sum": 6726.738096166041, "p0softloss_sum": 651655.109065818, "p1softloss_sum": 87102.39851929124, "ptsoftentr_sum": 633760.7754977641, "wdnormal_batch": 0.011133914165025712, "Ip0softloss_sum": 651628.1599121516, "Ip1softloss_sum": 87096.43293024845, "gnorm_cap_batch": 170500.5005005005, "norm_noreg_batch": 508086.0833167565, "norm_normal_batch": 1124259.9024860153, "norm_output_batch": 265030.92023995484, "sekiweightscale_sum": 812479.2356784202, "norm_normal_gamma_batch": 666059.3060187292, "norm_output_noreg_batch": 21208.873403725873 }, "weights": { "wsum": 6738792960.0, "nsamp": 6738792960.0, "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": 127971.35906153127, "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": 400071.7099609375, "nsamp": 400128.0, "loss_sum": 20004144.736816406, "oloss_sum": 182002.00395965576, "pacc1_sum": 200265.23999023438, "sloss_sum": 147307.71754455566, "vloss_sum": 224263.280708313, "Ioloss_sum": 181950.58403778076, "Ipacc1_sum": 200335.73999023438, "Isloss_sum": 147252.5242843628, "Ivloss_sum": 224176.56967926025, "fploss_sum": 65814.15885162354, "p0loss_sum": 692257.1757659912, "p1loss_sum": 119962.71095466614, "ptentr_sum": 380562.94038391113, "skloss_sum": 21724.87547647953, "smloss_sum": 19136.666425943375, "wsum_train": 9643773213.813538, "Ifploss_sum": 65731.13542175293, "Ip0loss_sum": 692083.8410797119, "Ip1loss_sum": 119894.43790626526, "Iskloss_sum": 21700.00351333618, "Ismloss_sum": 19128.904148340225, "nsamp_train": 9644029184, "tdsloss_sum": 3647.779788672924, "vsquare_sum": 148631.65412139893, "Itdsloss_sum": 3648.0031381845474, "Ivsquare_sum": 151564.74452972412, "esstloss_sum": 6048.509947847575, "evstloss_sum": 5761.223491728306, "leadloss_sum": 2632.758898511529, "tdvloss1_sum": 50000.75582122803, "tdvloss2_sum": 29364.96683692932, "tdvloss3_sum": 21357.757928848267, "Iesstloss_sum": 6058.916886959225, "Ievstloss_sum": 5867.216411560774, "Ileadloss_sum": 2614.604900814593, "Itdvloss1_sum": 49916.544385910034, "Itdvloss2_sum": 29299.857136249542, "Itdvloss3_sum": 21303.31929397583, "sbcdfloss_sum": 29560.958701610565, "sbpdfloss_sum": 19138.79449558258, "sdregloss_sum": 12.231669170432724, "vtimeloss_sum": 21404.985904693604, "Isbcdfloss_sum": 29526.955089092255, "Isbpdfloss_sum": 19043.328867435455, "Isdregloss_sum": 7.519376979500521, "Ivtimeloss_sum": 21397.08990561962, "p0softloss_sum": 2037696.4233398438, "p1softloss_sum": 271932.79010772705, "ptsoftentr_sum": 1981698.2637939453, "Ip0softloss_sum": 2037684.9482421875, "Ip1softloss_sum": 271919.9816207886, "norm_noreg_batch": 46576.914615234375, "norm_normal_batch": 103062.26625, "norm_output_batch": 24295.722278320314, "sekiweightscale_sum": 2800501.9697265625, "norm_normal_gamma_batch": 61058.442363281254, "norm_output_noreg_batch": 1944.2479826660156 }, "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": 6738792960.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6738792960.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.32539778622365, "log_gamma_uncertainty": 0.040970626118969865, "log_gamma_lower_confidence": 78.24345653398571, "log_gamma_upper_confidence": 78.40733903846159, "log_gamma_game_count": 3539, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9613886976-d4214024973/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9613886976-d4214024973", "created_at": "2024-03-31T09:21:40.737178Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9613886976-d4214024973.bin.gz", "model_file_bytes": 97896475, "model_file_sha256": "12bb4665fac0377026887c11fe3b62fa501a7d047e1238368855dc0a3102e47c", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9613886976-d4214024973.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9584455680-d4206070859/?format=api", "train_step": 9613886976, "total_num_data_rows": 4214024973, "extra_stats": { "sums": { "wsum": 9613634675.986145, "nsamp": 9613886976, "loss_sum": 6393471.018853952, "oloss_sum": 58136.650051759825, "pacc1_sum": 64350.71732523284, "sloss_sum": 47064.42801793123, "vloss_sum": 70871.50481416739, "Ioloss_sum": 58126.77908506345, "Ipacc1_sum": 64369.927862952645, "Isloss_sum": 47051.15926014778, "Ivloss_sum": 70483.19336033438, "fploss_sum": 21034.01824323152, "p0loss_sum": 220153.4096627205, "p1loss_sum": 38295.648924947665, "pslr_batch": 0.0004957507507507513, "ptentr_sum": 121671.26711651185, "skloss_sum": 6102.900291546322, "smloss_sum": 6187.902565094832, "Ifploss_sum": 21009.556816383003, "Ip0loss_sum": 220055.2643742397, "Ip1loss_sum": 38273.400682000545, "Iskloss_sum": 6099.25247870817, "Ismloss_sum": 6170.632082362904, "exgnorm_sum": 9.482136602135543e-06, "gnorm_batch": 49823.7691349171, "tdsloss_sum": 1140.7225999239906, "vsquare_sum": 48455.1865703071, "Itdsloss_sum": 1128.5452807078361, "Ivsquare_sum": 48976.340272918715, "esstloss_sum": 1631.1929564105142, "evstloss_sum": 1763.6611228757517, "leadloss_sum": 821.1058762264752, "tdvloss1_sum": 15627.489499919331, "tdvloss2_sum": 9217.829127317998, "tdvloss3_sum": 6764.821907142767, "Iesstloss_sum": 1623.9645141363253, "Ievstloss_sum": 1681.138493902261, "Ileadloss_sum": 793.0505902202962, "Itdvloss1_sum": 15317.522927107892, "Itdvloss2_sum": 8943.36102132794, "Itdvloss3_sum": 6512.093812194987, "sbcdfloss_sum": 9532.648991233767, "sbpdfloss_sum": 6119.63565054177, "sdregloss_sum": 3.964055877084236, "vtimeloss_sum": 6782.680975420603, "Isbcdfloss_sum": 9504.169921925231, "Isbpdfloss_sum": 6083.208329848473, "Isdregloss_sum": 2.3173619062303623, "Ivtimeloss_sum": 6768.88931714625, "p0softloss_sum": 651835.6670190399, "p1softloss_sum": 86928.37723266287, "ptsoftentr_sum": 633952.0932159818, "wdnormal_batch": 0.02157155282472332, "Ip0softloss_sum": 651811.3133615152, "Ip1softloss_sum": 86923.14653079443, "gnorm_cap_batch": 330500.5005005005, "norm_noreg_batch": 985007.7566510709, "norm_normal_batch": 2178789.7324739327, "norm_output_batch": 513712.78975547355, "sekiweightscale_sum": 811152.2069375447, "norm_normal_gamma_batch": 1290941.7924829293, "norm_output_noreg_batch": 41110.053812625054 }, "weights": { "wsum": 6708650752.0, "nsamp": 6708650752.0, "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": 66.1001001001001, "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": 127933.86877842163, "gnorm_batch": 66.1001001001001, "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": 66.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 66.1001001001001, "norm_noreg_batch": 66.1001001001001, "norm_normal_batch": 66.1001001001001, "norm_output_batch": 66.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 66.1001001001001, "norm_output_noreg_batch": 66.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400073.2199707031, "nsamp": 400128.0, "loss_sum": 19995311.986816406, "oloss_sum": 182116.90270614624, "pacc1_sum": 200636.85998535156, "sloss_sum": 147370.9477005005, "vloss_sum": 223296.63190078735, "Ioloss_sum": 182065.1891784668, "Ipacc1_sum": 200793.85998535156, "Isloss_sum": 147324.73501205444, "Ivloss_sum": 223263.8592338562, "fploss_sum": 65782.80424499512, "p0loss_sum": 693061.9114990234, "p1loss_sum": 119961.94946479797, "ptentr_sum": 381538.2484817505, "skloss_sum": 21051.760447978973, "smloss_sum": 19289.904526114464, "wsum_train": 9613634675.986145, "Ifploss_sum": 65700.78106307983, "Ip0loss_sum": 692933.6742248535, "Ip1loss_sum": 119888.50520133972, "Iskloss_sum": 21021.427686452866, "Ismloss_sum": 19270.663422226906, "nsamp_train": 9613886976, "tdsloss_sum": 3673.405172377825, "vsquare_sum": 150811.73749542236, "Itdsloss_sum": 3663.1337651610374, "Ivsquare_sum": 153543.81830215454, "esstloss_sum": 5662.1332049146295, "evstloss_sum": 5799.255848273635, "leadloss_sum": 2604.604095362127, "tdvloss1_sum": 49724.58423137665, "tdvloss2_sum": 29233.42889022827, "tdvloss3_sum": 21260.48281931877, "Iesstloss_sum": 5685.791718987748, "Ievstloss_sum": 5932.70330375433, "Ileadloss_sum": 2572.059290844947, "Itdvloss1_sum": 49748.66876077652, "Itdvloss2_sum": 29278.39974451065, "Itdvloss3_sum": 21320.111182451248, "sbcdfloss_sum": 29719.394844532013, "sbpdfloss_sum": 19157.785867214203, "sdregloss_sum": 12.617924252408557, "vtimeloss_sum": 20992.484715223312, "Isbcdfloss_sum": 29672.729803085327, "Isbpdfloss_sum": 19059.79505443573, "Isdregloss_sum": 7.9715267845313065, "Ivtimeloss_sum": 20973.509766817093, "p0softloss_sum": 2037351.6417236328, "p1softloss_sum": 271837.6104888916, "ptsoftentr_sum": 1981295.6903076172, "Ip0softloss_sum": 2037352.3281860352, "Ip1softloss_sum": 271824.3525390625, "norm_noreg_batch": 46582.84913085937, "norm_normal_batch": 103039.22421093751, "norm_output_batch": 24294.479815429688, "sekiweightscale_sum": 2800512.539794922, "norm_normal_gamma_batch": 61051.17685546875, "norm_output_noreg_batch": 1944.1644140625 }, "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": 6708650752.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6708650752.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.36713436876269, "log_gamma_uncertainty": 0.03987278103549705, "log_gamma_lower_confidence": 78.2873888066917, "log_gamma_upper_confidence": 78.44687993083369, "log_gamma_game_count": 3705, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9584455680-d4206070859/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9584455680-d4206070859", "created_at": "2024-03-24T12:40:38.009175Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9584455680-d4206070859.bin.gz", "model_file_bytes": 97898461, "model_file_sha256": "75409b57abcab2421149d6151ed4d18b7d3aaf924298dd606c40ac69c6a73517", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9584455680-d4206070859.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9555257600-d4198296303/?format=api", "train_step": 9584455680, "total_num_data_rows": 4206070859, "extra_stats": { "sums": { "wsum": 9584206668.798035, "nsamp": 9584455680, "loss_sum": 6394015.609473259, "oloss_sum": 58391.57424534135, "pacc1_sum": 64375.052054461936, "sloss_sum": 47266.304109564226, "vloss_sum": 70870.26762503762, "Ioloss_sum": 58380.29564699367, "Ipacc1_sum": 64440.24065575046, "Isloss_sum": 47253.31274192036, "Ivloss_sum": 70378.20944702777, "fploss_sum": 21075.438655459748, "p0loss_sum": 219878.6241028038, "p1loss_sum": 38357.254432187925, "pslr_batch": 0.0005257507507507513, "ptentr_sum": 121651.04323843903, "skloss_sum": 5949.490139927296, "smloss_sum": 6126.108504339926, "Ifploss_sum": 21051.82989423558, "Ip0loss_sum": 219774.95297406404, "Ip1loss_sum": 38334.094899329524, "Iskloss_sum": 5949.857955814361, "Ismloss_sum": 6110.126214498686, "exgnorm_sum": 1.7158217827386487e-23, "gnorm_batch": 56372.01621885205, "tdsloss_sum": 1130.384284836586, "vsquare_sum": 48496.71886066106, "Itdsloss_sum": 1118.5903152528676, "Ivsquare_sum": 49153.19122736083, "esstloss_sum": 1574.7895332256194, "evstloss_sum": 1749.2254323374448, "leadloss_sum": 842.8609298963613, "tdvloss1_sum": 15583.957160003694, "tdvloss2_sum": 9236.275334110009, "tdvloss3_sum": 6814.9453962996995, "Iesstloss_sum": 1576.6260516486016, "Ievstloss_sum": 1659.955737243167, "Ileadloss_sum": 809.8125469206535, "Itdvloss1_sum": 15196.050838729014, "Itdvloss2_sum": 8903.452690547194, "Itdvloss3_sum": 6517.968190756227, "sbcdfloss_sum": 9467.446232964343, "sbpdfloss_sum": 6125.594673072753, "sdregloss_sum": 4.138768140389074, "vtimeloss_sum": 6773.618192801306, "Isbcdfloss_sum": 9436.433753071135, "Isbpdfloss_sum": 6085.57500015813, "Isdregloss_sum": 2.4059627517253857, "Ivtimeloss_sum": 6759.062299326842, "p0softloss_sum": 651835.9244247315, "p1softloss_sum": 87016.2179105584, "ptsoftentr_sum": 633956.5601097725, "wdnormal_batch": 0.022866629908086734, "Ip0softloss_sum": 651810.6340043255, "Ip1softloss_sum": 87010.83214333428, "gnorm_cap_batch": 350500.5005005005, "norm_noreg_batch": 1044745.6817160153, "norm_normal_batch": 2310068.0283454345, "norm_output_batch": 544771.6699896863, "sekiweightscale_sum": 810391.939240321, "norm_normal_gamma_batch": 1368845.2838593794, "norm_output_noreg_batch": 43594.63146056889 }, "weights": { "wsum": 6679219456.0, "nsamp": 6679219456.0, "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": 70.1001001001001, "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": 127968.04742644001, "gnorm_batch": 70.1001001001001, "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": 70.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 70.1001001001001, "norm_noreg_batch": 70.1001001001001, "norm_normal_batch": 70.1001001001001, "norm_output_batch": 70.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 70.1001001001001, "norm_output_noreg_batch": 70.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400080.16998291016, "nsamp": 400128.0, "loss_sum": 19998108.46484375, "oloss_sum": 182322.79008865356, "pacc1_sum": 200397.98999023438, "sloss_sum": 147568.92734909058, "vloss_sum": 223226.4997062683, "Ioloss_sum": 182277.87098693848, "Ipacc1_sum": 200489.98999023438, "Isloss_sum": 147516.96855163574, "Ivloss_sum": 224439.91793441772, "fploss_sum": 65865.16828727722, "p0loss_sum": 691278.0354003906, "p1loss_sum": 119946.81316947937, "ptentr_sum": 381241.836769104, "skloss_sum": 21223.97280883789, "smloss_sum": 19216.685950040817, "wsum_train": 9584206668.798035, "Ifploss_sum": 65785.29647064209, "Ip0loss_sum": 691182.3818206787, "Ip1loss_sum": 119880.79934692383, "Iskloss_sum": 21192.829300940037, "Ismloss_sum": 19224.021528720856, "nsamp_train": 9584455680, "tdsloss_sum": 3670.025444239378, "vsquare_sum": 151559.72465896606, "Itdsloss_sum": 3680.5612000524998, "Ivsquare_sum": 157390.26251602173, "esstloss_sum": 5835.90715868026, "evstloss_sum": 5831.9041857123375, "leadloss_sum": 2721.7104411944747, "tdvloss1_sum": 49990.182265758514, "tdvloss2_sum": 29432.569380283356, "tdvloss3_sum": 21448.64967918396, "Iesstloss_sum": 5887.067654063925, "Ievstloss_sum": 6437.500783830881, "Ileadloss_sum": 2733.18979845196, "Itdvloss1_sum": 51061.310492515564, "Itdvloss2_sum": 30399.05183982849, "Itdvloss3_sum": 22342.274120092392, "sbcdfloss_sum": 29651.80018377304, "sbpdfloss_sum": 19185.781887054443, "sdregloss_sum": 13.3135440814076, "vtimeloss_sum": 20978.360911369324, "Isbcdfloss_sum": 29651.654297351837, "Isbpdfloss_sum": 19126.41069173813, "Isdregloss_sum": 7.8877008461277, "Ivtimeloss_sum": 20973.263847589493, "p0softloss_sum": 2037274.7291870117, "p1softloss_sum": 272124.68729400635, "ptsoftentr_sum": 1981217.597229004, "Ip0softloss_sum": 2037312.7278442383, "Ip1softloss_sum": 272113.2866897583, "norm_noreg_batch": 46588.765330078124, "norm_normal_batch": 103013.66671875, "norm_output_batch": 24293.217509765625, "sekiweightscale_sum": 2800561.189880371, "norm_normal_gamma_batch": 61041.383683593755, "norm_output_noreg_batch": 1944.0281857910156 }, "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": 6679219456.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6679219456.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.31700989602135, "log_gamma_uncertainty": 0.040788044377393404, "log_gamma_lower_confidence": 78.23543380726656, "log_gamma_upper_confidence": 78.39858598477613, "log_gamma_game_count": 3638, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9555257600-d4198296303/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9555257600-d4198296303", "created_at": "2024-03-18T05:54:32.697366Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9555257600-d4198296303.bin.gz", "model_file_bytes": 97895953, "model_file_sha256": "30ff9a4f20f3f3cc40ba174187d87541e8becdd0dff54b12db7dfa24a3837d1e", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9555257600-d4198296303.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9525292288-d4190287220/?format=api", "train_step": 9555257600, "total_num_data_rows": 4198296303, "extra_stats": { "sums": { "wsum": 9555011710.319336, "nsamp": 9555257600, "loss_sum": 6392434.116362555, "oloss_sum": 58360.54216180357, "pacc1_sum": 64391.586127104536, "sloss_sum": 47244.78026327644, "vloss_sum": 71126.5918004945, "Ioloss_sum": 58351.06705043699, "Ipacc1_sum": 64430.09821970816, "Isloss_sum": 47231.4589218292, "Ivloss_sum": 70684.1366533867, "fploss_sum": 21082.631835313077, "p0loss_sum": 219579.2769542326, "p1loss_sum": 38298.12266148651, "pslr_batch": 0.00046575075075075124, "ptentr_sum": 121690.5359769732, "skloss_sum": 5853.045630371869, "smloss_sum": 6163.930727801805, "Ifploss_sum": 21058.81631216329, "Ip0loss_sum": 219484.14275530243, "Ip1loss_sum": 38277.27602468238, "Iskloss_sum": 5847.986964398499, "Ismloss_sum": 6146.796939518172, "exgnorm_sum": 1.8900720468309766e-14, "gnorm_batch": 46633.29310051202, "tdsloss_sum": 1140.340164482444, "vsquare_sum": 48292.660043688324, "Itdsloss_sum": 1127.9994833157944, "Ivsquare_sum": 48828.4733069536, "esstloss_sum": 1520.76044520199, "evstloss_sum": 1791.7316055280123, "leadloss_sum": 844.1558341918918, "tdvloss1_sum": 15707.045027546996, "tdvloss2_sum": 9285.63183901847, "tdvloss3_sum": 6843.067488100536, "Iesstloss_sum": 1500.0825125785618, "Ievstloss_sum": 1704.472849648227, "Ileadloss_sum": 810.9178457915904, "Itdvloss1_sum": 15360.765866455435, "Itdvloss2_sum": 8985.903220977236, "Itdvloss3_sum": 6572.185175964413, "sbcdfloss_sum": 9517.038931146571, "sbpdfloss_sum": 6130.227104717987, "sdregloss_sum": 3.909152546601553, "vtimeloss_sum": 6766.810249418828, "Isbcdfloss_sum": 9487.925107736322, "Isbpdfloss_sum": 6092.096137831248, "Isdregloss_sum": 2.3207146601639423, "Ivtimeloss_sum": 6757.244195217982, "p0softloss_sum": 651660.2451861289, "p1softloss_sum": 87007.57710390385, "ptsoftentr_sum": 633761.7393171447, "wdnormal_batch": 0.020246995325820492, "Ip0softloss_sum": 651633.2830178362, "Ip1softloss_sum": 87002.46018107115, "gnorm_cap_batch": 310500.5005005005, "norm_noreg_batch": 925619.9132489052, "norm_normal_batch": 2045922.7752544614, "norm_output_batch": 482573.40632555715, "sekiweightscale_sum": 813558.8313396705, "norm_normal_gamma_batch": 1212397.0778312145, "norm_output_noreg_batch": 38616.444464177395 }, "weights": { "wsum": 6650021376.0, "nsamp": 6650021376.0, "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": 62.1001001001001, "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": 127868.70898951298, "gnorm_batch": 62.0991001001001, "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": 62.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 62.1001001001001, "norm_noreg_batch": 62.1001001001001, "norm_normal_batch": 62.1001001001001, "norm_output_batch": 62.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 62.1001001001001, "norm_output_noreg_batch": 62.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400088.2399902344, "nsamp": 400128.0, "loss_sum": 20004346.11279297, "oloss_sum": 181995.47729110718, "pacc1_sum": 201055.6199951172, "sloss_sum": 147284.50430297852, "vloss_sum": 223849.52907562256, "Ioloss_sum": 181957.16413116455, "Ipacc1_sum": 201153.6199951172, "Isloss_sum": 147250.37268066406, "Ivloss_sum": 223984.62675857544, "fploss_sum": 65874.41022491455, "p0loss_sum": 690624.0173339844, "p1loss_sum": 119984.56931495667, "ptentr_sum": 380250.2883682251, "skloss_sum": 20715.148289978504, "smloss_sum": 19148.67314529419, "wsum_train": 9549100534.029541, "Ifploss_sum": 65790.37072181702, "Ip0loss_sum": 690449.8100585938, "Ip1loss_sum": 119906.99615287781, "Iskloss_sum": 20687.18684589863, "Ismloss_sum": 19129.778649806976, "nsamp_train": 9549345792, "tdsloss_sum": 3661.501742348075, "vsquare_sum": 149566.78295898438, "Itdsloss_sum": 3649.4695519059896, "Ivsquare_sum": 152152.71269607544, "esstloss_sum": 5653.724673513323, "evstloss_sum": 5883.063834100962, "leadloss_sum": 2618.3967151343822, "tdvloss1_sum": 50351.34419631958, "tdvloss2_sum": 29614.08717441559, "tdvloss3_sum": 21550.935430049896, "Iesstloss_sum": 5708.377587208524, "Ievstloss_sum": 6160.40683722496, "Ileadloss_sum": 2573.7266490012407, "Itdvloss1_sum": 50570.87641429901, "Itdvloss2_sum": 29858.25608110428, "Itdvloss3_sum": 21805.057364463806, "sbcdfloss_sum": 29586.55314731598, "sbpdfloss_sum": 19170.142951011658, "sdregloss_sum": 12.415092954644933, "vtimeloss_sum": 21656.252248764038, "Isbcdfloss_sum": 29524.318179368973, "Isbpdfloss_sum": 19066.2808675766, "Isdregloss_sum": 7.777587223448791, "Ivtimeloss_sum": 21636.79419529438, "p0softloss_sum": 2037918.3756713867, "p1softloss_sum": 272174.09885406494, "ptsoftentr_sum": 1981761.7092895508, "Ip0softloss_sum": 2037929.9689941406, "Ip1softloss_sum": 272159.46212005615, "norm_noreg_batch": 46596.0583125, "norm_normal_batch": 102982.4189296875, "norm_output_batch": 24291.543084960937, "sekiweightscale_sum": 2800617.6799316406, "norm_normal_gamma_batch": 61027.499847656254, "norm_output_noreg_batch": 1943.907030395508 }, "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": 6644109568.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6644109568.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.36179041598407, "log_gamma_uncertainty": 0.038358252038293156, "log_gamma_lower_confidence": 78.28507391190749, "log_gamma_upper_confidence": 78.43850692006066, "log_gamma_game_count": 4031, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9525292288-d4190287220/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9525292288-d4190287220", "created_at": "2024-03-11T15:53:47.524177Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9525292288-d4190287220.bin.gz", "model_file_bytes": 97896605, "model_file_sha256": "292d9ae123863354302ae2ff36aba2247e7b3f993412dad6dcab926169662a61", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9525292288-d4190287220.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9492280320-d4181591514/?format=api", "train_step": 9525292288, "total_num_data_rows": 4190287220, "extra_stats": { "sums": { "wsum": 9525049390.909973, "nsamp": 9525292288, "loss_sum": 6392121.784766897, "oloss_sum": 58263.936271143444, "pacc1_sum": 64466.25004977946, "sloss_sum": 47146.783401222114, "vloss_sum": 70788.76158429077, "Ioloss_sum": 58252.51987755739, "Ipacc1_sum": 64553.48953353179, "Isloss_sum": 47132.81289251863, "Ivloss_sum": 70313.57002668377, "fploss_sum": 21056.424310604038, "p0loss_sum": 220041.82178918863, "p1loss_sum": 38242.01905610275, "pslr_batch": 0.00024075075075075068, "ptentr_sum": 121665.39409674006, "skloss_sum": 5946.098447696746, "smloss_sum": 6154.807747164649, "Ifploss_sum": 21033.084757219098, "Ip0loss_sum": 219940.9216327486, "Ip1loss_sum": 38219.31156279428, "Iskloss_sum": 5940.7300993719455, "Ismloss_sum": 6136.464834940764, "exgnorm_sum": 8.671530876451338e-147, "gnorm_batch": 25360.7759435221, "tdsloss_sum": 1145.598654094433, "vsquare_sum": 48501.78689291829, "Itdsloss_sum": 1132.481365466563, "Ivsquare_sum": 49129.13405828464, "esstloss_sum": 1702.186896746692, "evstloss_sum": 1761.005491224867, "leadloss_sum": 858.7407401609606, "tdvloss1_sum": 15600.527698314718, "tdvloss2_sum": 9228.582088644827, "tdvloss3_sum": 6795.085017418647, "Iesstloss_sum": 1704.8073049216098, "Ievstloss_sum": 1683.9410130512651, "Ileadloss_sum": 821.8227920276595, "Itdvloss1_sum": 15233.872680362645, "Itdvloss2_sum": 8918.770716209468, "Itdvloss3_sum": 6521.840334258832, "sbcdfloss_sum": 9494.068152152053, "sbpdfloss_sum": 6118.771743679542, "sdregloss_sum": 3.9877774670323753, "vtimeloss_sum": 6695.701245695997, "Isbcdfloss_sum": 9462.013923524564, "Isbpdfloss_sum": 6080.2906737761805, "Isdregloss_sum": 2.508270657365926, "Ivtimeloss_sum": 6680.422150522048, "p0softloss_sum": 651646.0172571206, "p1softloss_sum": 86985.2127814921, "ptsoftentr_sum": 633785.429430476, "wdnormal_batch": 0.010460733193209646, "Ip0softloss_sum": 651619.6562840408, "Ip1softloss_sum": 86979.59556252827, "norm_noreg_batch": 478524.6740113642, "norm_normal_batch": 1057297.7607250225, "norm_output_batch": 249432.6864747259, "sekiweightscale_sum": 811860.4608165015, "norm_normal_gamma_batch": 626589.2993309011, "norm_output_noreg_batch": 19960.74514148926 }, "weights": { "wsum": 6620056064.0, "nsamp": 6620056064.0, "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": 32.1001001001001, "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": 127960.25514919408, "gnorm_batch": 32.1001001001001, "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": 32.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "norm_noreg_batch": 32.1001001001001, "norm_normal_batch": 32.1001001001001, "norm_output_batch": 32.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 32.1001001001001, "norm_output_noreg_batch": 32.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400088.8099975586, "nsamp": 400128.0, "loss_sum": 20005322.12060547, "oloss_sum": 182255.12115097046, "pacc1_sum": 200529.75, "sloss_sum": 147525.6195716858, "vloss_sum": 223330.31510925293, "Ioloss_sum": 182210.3379096985, "Ipacc1_sum": 200446.25, "Isloss_sum": 147482.88858795166, "Ivloss_sum": 223043.28615951538, "fploss_sum": 65849.98616409302, "p0loss_sum": 691076.2663879395, "p1loss_sum": 120158.51862716675, "ptentr_sum": 380869.4557876587, "skloss_sum": 21050.389983594418, "smloss_sum": 19127.584888219833, "wsum_train": 9525049390.909973, "Ifploss_sum": 65771.95868110657, "Ip0loss_sum": 690852.9063720703, "Ip1loss_sum": 120086.3635559082, "Iskloss_sum": 21023.001509964466, "Ismloss_sum": 19092.13931941986, "nsamp_train": 9525292288, "tdsloss_sum": 3677.3622710108757, "vsquare_sum": 150848.05487823486, "Itdsloss_sum": 3659.265979260206, "Ivsquare_sum": 153812.97373199463, "esstloss_sum": 5898.546070646495, "evstloss_sum": 5800.281268447638, "leadloss_sum": 2673.945235185325, "tdvloss1_sum": 49865.807534217834, "tdvloss2_sum": 29316.931532382965, "tdvloss3_sum": 21356.85653614998, "Iesstloss_sum": 5900.173877384514, "Ievstloss_sum": 5842.7811523377895, "Ileadloss_sum": 2631.1157302856445, "Itdvloss1_sum": 49651.53150367737, "Itdvloss2_sum": 29135.529633045197, "Itdvloss3_sum": 21200.205722808838, "sbcdfloss_sum": 29533.9002327919, "sbpdfloss_sum": 19153.72757768631, "sdregloss_sum": 14.208021155092865, "vtimeloss_sum": 21141.114996790886, "Isbcdfloss_sum": 29478.80830526352, "Isbpdfloss_sum": 19048.44141435623, "Isdregloss_sum": 8.558146524359472, "Ivtimeloss_sum": 21122.018203258514, "p0softloss_sum": 2038167.7587280273, "p1softloss_sum": 272174.56465911865, "ptsoftentr_sum": 1982165.605102539, "Ip0softloss_sum": 2038160.8826293945, "Ip1softloss_sum": 272161.3437805176, "norm_noreg_batch": 46600.182556640626, "norm_normal_batch": 102962.5395234375, "norm_output_batch": 24290.477680664062, "sekiweightscale_sum": 2800621.66998291, "norm_normal_gamma_batch": 61018.96440234375, "norm_output_noreg_batch": 1943.8331923828125 }, "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": 6620056064.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6620056064.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.2973924290589, "log_gamma_uncertainty": 0.04054794943768705, "log_gamma_lower_confidence": 78.21629653018353, "log_gamma_upper_confidence": 78.37848832793428, "log_gamma_game_count": 3604, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9492280320-d4181591514/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9492280320-d4181591514", "created_at": "2024-03-06T09:52:36.003373Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9492280320-d4181591514.bin.gz", "model_file_bytes": 97896900, "model_file_sha256": "f0df14e49fa9a45374dc52c5b7f0c8ed987cc70c11bcec11c1d5d0bdc0c29a3a", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9492280320-d4181591514.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9462441216-d4173921862/?format=api", "train_step": 9492280320, "total_num_data_rows": 4181591514, "extra_stats": { "sums": { "wsum": 9492040464.75, "nsamp": 9492280320, "loss_sum": 6393507.259266812, "oloss_sum": 58402.45353933331, "pacc1_sum": 64331.437570015594, "sloss_sum": 47256.03114800556, "vloss_sum": 70884.68596975952, "Ioloss_sum": 58392.13407927434, "Ipacc1_sum": 64378.869256124424, "Isloss_sum": 47243.14261182592, "Ivloss_sum": 70543.5327920626, "fploss_sum": 21069.27473101647, "p0loss_sum": 220291.93711051295, "p1loss_sum": 38267.718893210134, "pslr_batch": 0.000375750750750751, "ptentr_sum": 121787.59072527263, "skloss_sum": 6066.366143976986, "smloss_sum": 6187.5616665655, "Ifploss_sum": 21045.72421043946, "Ip0loss_sum": 220177.63248257834, "Ip1loss_sum": 38242.532040380225, "Iskloss_sum": 6057.747692644821, "Ismloss_sum": 6174.79957349367, "exgnorm_sum": 1.0029732832160716e-34, "gnorm_batch": 38866.605383870236, "tdsloss_sum": 1136.7906482544122, "vsquare_sum": 48352.759702389165, "Itdsloss_sum": 1127.4194335773389, "Ivsquare_sum": 48828.35016846351, "esstloss_sum": 1519.9924590590078, "evstloss_sum": 1767.410512775533, "leadloss_sum": 855.1273363092664, "tdvloss1_sum": 15669.958719680099, "tdvloss2_sum": 9260.157503619595, "tdvloss3_sum": 6820.276641170075, "Iesstloss_sum": 1525.3774698281313, "Ievstloss_sum": 1694.094850125459, "Ileadloss_sum": 832.6220642821056, "Itdvloss1_sum": 15386.173179695867, "Itdvloss2_sum": 9009.396512066534, "Itdvloss3_sum": 6593.172648120302, "sbcdfloss_sum": 9543.264287856588, "sbpdfloss_sum": 6137.156679487611, "sdregloss_sum": 4.119464822672921, "vtimeloss_sum": 6686.319773061631, "Isbcdfloss_sum": 9515.123631690145, "Isbpdfloss_sum": 6100.938073080445, "Isdregloss_sum": 2.5058274908998017, "Ivtimeloss_sum": 6678.905178360097, "p0softloss_sum": 651650.7015514969, "p1softloss_sum": 87045.99850451075, "ptsoftentr_sum": 633767.8179226734, "wdnormal_batch": 0.01631775433842788, "Ip0softloss_sum": 651623.1559413156, "Ip1softloss_sum": 87040.3425753463, "norm_noreg_batch": 746973.9179640682, "norm_normal_batch": 1649665.938478415, "norm_output_batch": 389275.70199441066, "sekiweightscale_sum": 809780.676070762, "norm_normal_gamma_batch": 977686.4750814792, "norm_output_noreg_batch": 31152.717189761912 }, "weights": { "wsum": 6587044096.0, "nsamp": 6587044096.0, "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": 50.1001001001001, "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": 127982.94593979916, "gnorm_batch": 50.1001001001001, "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": 50.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "norm_noreg_batch": 50.1001001001001, "norm_normal_batch": 50.1001001001001, "norm_output_batch": 50.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 50.1001001001001, "norm_output_noreg_batch": 50.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400080.0, "nsamp": 400128.0, "loss_sum": 20010707.568847656, "oloss_sum": 182161.15773773193, "pacc1_sum": 200375.75, "sloss_sum": 147436.14205169678, "vloss_sum": 224210.12971878052, "Ioloss_sum": 182117.7253036499, "Ipacc1_sum": 200469.5, "Isloss_sum": 147395.06673431396, "Ivloss_sum": 224085.10065841675, "fploss_sum": 65853.45176887512, "p0loss_sum": 691737.3799285889, "p1loss_sum": 120136.63384056091, "ptentr_sum": 380127.3882446289, "skloss_sum": 20938.24444782734, "smloss_sum": 19476.23355293274, "wsum_train": 9492040464.75, "Ifploss_sum": 65766.98685836792, "Ip0loss_sum": 691508.5640106201, "Ip1loss_sum": 120071.56598472595, "Iskloss_sum": 20906.409369647503, "Ismloss_sum": 19459.630803108215, "nsamp_train": 9492280320, "tdsloss_sum": 3734.4532413482666, "vsquare_sum": 151854.57181930542, "Itdsloss_sum": 3729.863397270441, "Ivsquare_sum": 154517.24879455566, "esstloss_sum": 6087.103070465848, "evstloss_sum": 5953.702523142099, "leadloss_sum": 2750.238236911595, "tdvloss1_sum": 50284.99502372742, "tdvloss2_sum": 29634.86321592331, "tdvloss3_sum": 21648.120431661606, "Iesstloss_sum": 6105.820567080751, "Ievstloss_sum": 6058.854141488671, "Ileadloss_sum": 2728.6032746955752, "Itdvloss1_sum": 50211.80081939697, "Itdvloss2_sum": 29582.805339813232, "Itdvloss3_sum": 21622.469376802444, "sbcdfloss_sum": 29929.327431201935, "sbpdfloss_sum": 19202.696238040924, "sdregloss_sum": 12.340030862134881, "vtimeloss_sum": 20966.210966706276, "Isbcdfloss_sum": 29870.023715019226, "Isbpdfloss_sum": 19095.997735977173, "Isdregloss_sum": 7.4928124631987885, "Ivtimeloss_sum": 20948.836361646652, "p0softloss_sum": 2038140.3250732422, "p1softloss_sum": 272175.0761642456, "ptsoftentr_sum": 1982101.7571411133, "Ip0softloss_sum": 2038130.4569702148, "Ip1softloss_sum": 272163.87007141113, "norm_noreg_batch": 46607.52743554688, "norm_normal_batch": 102930.900984375, "norm_output_batch": 24288.88720605469, "sekiweightscale_sum": 2800560.0, "norm_normal_gamma_batch": 61002.72385546875, "norm_output_noreg_batch": 1943.7795787353516 }, "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": 6587044096.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6587044096.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.30245762344484, "log_gamma_uncertainty": 0.04004567566182507, "log_gamma_lower_confidence": 78.22236627212119, "log_gamma_upper_confidence": 78.38254897476848, "log_gamma_game_count": 3663, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9462441216-d4173921862/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9462441216-d4173921862", "created_at": "2024-03-01T22:16:26.115342Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9462441216-d4173921862.bin.gz", "model_file_bytes": 97895905, "model_file_sha256": "9c022b3b1e4390fe277c6031457794897a70207c682ab0eb065b8641a822c82d", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9462441216-d4173921862.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9432368384-d4165837414/?format=api", "train_step": 9462441216, "total_num_data_rows": 4173921862, "extra_stats": { "sums": { "wsum": 9462204019.5, "nsamp": 9462441216, "loss_sum": 6394060.46167788, "oloss_sum": 58334.35048900253, "pacc1_sum": 64357.58570359891, "sloss_sum": 47214.761476855274, "vloss_sum": 71206.59819913283, "Ioloss_sum": 58321.63864595819, "Ipacc1_sum": 64411.04631143527, "Isloss_sum": 47200.53079061242, "Ivloss_sum": 70634.64046288465, "fploss_sum": 21058.04244714733, "p0loss_sum": 220135.56939552855, "p1loss_sum": 38259.56011970382, "pslr_batch": 0.0002107507507507507, "ptentr_sum": 121824.51768209152, "skloss_sum": 6008.353324140213, "smloss_sum": 6034.369861081735, "Ifploss_sum": 21033.698971477254, "Ip0loss_sum": 220022.95132267664, "Ip1loss_sum": 38236.25202768551, "Iskloss_sum": 6006.347642886538, "Ismloss_sum": 6017.130108688146, "exgnorm_sum": 1.406514356458875e-29, "gnorm_batch": 21234.283737439997, "tdsloss_sum": 1122.192680157563, "vsquare_sum": 48134.89602390473, "Itdsloss_sum": 1106.101421764873, "Ivsquare_sum": 48846.769492366955, "esstloss_sum": 1563.0373353808043, "evstloss_sum": 1806.7827157404608, "leadloss_sum": 838.88107210688, "tdvloss1_sum": 15799.001132902735, "tdvloss2_sum": 9371.755843967654, "tdvloss3_sum": 6927.713320701819, "Iesstloss_sum": 1558.9092558690081, "Ievstloss_sum": 1701.1251632198669, "Ileadloss_sum": 800.2346577286166, "Itdvloss1_sum": 15362.313237078466, "Itdvloss2_sum": 8996.796634374756, "Itdvloss3_sum": 6586.873168208376, "sbcdfloss_sum": 9375.025420363741, "sbpdfloss_sum": 6120.292109029552, "sdregloss_sum": 4.025259420477972, "vtimeloss_sum": 6850.538236737044, "Isbcdfloss_sum": 9341.292181783345, "Isbpdfloss_sum": 6080.139441451917, "Isdregloss_sum": 2.2695408453906842, "Ivtimeloss_sum": 6834.308874683668, "p0softloss_sum": 651852.1575320346, "p1softloss_sum": 86971.71904929669, "ptsoftentr_sum": 633978.5018260444, "wdnormal_batch": 0.009147946402842154, "Ip0softloss_sum": 651824.0712592743, "Ip1softloss_sum": 86966.12595148475, "norm_noreg_batch": 419008.4237979241, "norm_normal_batch": 925036.3538172924, "norm_output_batch": 218328.52597607195, "sekiweightscale_sum": 811743.2405447626, "norm_normal_gamma_batch": 548296.190110248, "norm_output_noreg_batch": 17473.05401963807 }, "weights": { "wsum": 6557204992.0, "nsamp": 6557204992.0, "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": 127989.09869489342, "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, "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": 400086.75, "nsamp": 400128.0, "loss_sum": 20001699.59716797, "oloss_sum": 182424.6746788025, "pacc1_sum": 201174.75, "sloss_sum": 147692.4733695984, "vloss_sum": 223385.3750114441, "Ioloss_sum": 182381.15230560303, "Ipacc1_sum": 201179.0, "Isloss_sum": 147650.7761077881, "Ivloss_sum": 223198.9755783081, "fploss_sum": 65774.41253089905, "p0loss_sum": 689896.2476501465, "p1loss_sum": 119762.86845970154, "ptentr_sum": 379907.8867492676, "skloss_sum": 20527.336089730263, "smloss_sum": 19507.72718179226, "wsum_train": 9462204019.5, "Ifploss_sum": 65690.04963493347, "Ip0loss_sum": 689720.7472381592, "Ip1loss_sum": 119686.39503288269, "Iskloss_sum": 20508.572206497192, "Ismloss_sum": 19490.43665575981, "nsamp_train": 9462441216, "tdsloss_sum": 3691.782425224781, "vsquare_sum": 148092.2095298767, "Itdsloss_sum": 3680.786311209202, "Ivsquare_sum": 152607.23516464233, "esstloss_sum": 5588.32339717634, "evstloss_sum": 5714.262601733208, "leadloss_sum": 2741.865294061601, "tdvloss1_sum": 49776.90889835358, "tdvloss2_sum": 29334.871191501617, "tdvloss3_sum": 21395.89158153534, "Iesstloss_sum": 5597.978214303032, "Ievstloss_sum": 5833.477458164096, "Ileadloss_sum": 2725.9393922761083, "Itdvloss1_sum": 49657.44779586792, "Itdvloss2_sum": 29258.48227405548, "Itdvloss3_sum": 21364.888282060623, "sbcdfloss_sum": 29972.68514251709, "sbpdfloss_sum": 19202.78937149048, "sdregloss_sum": 13.098918862757273, "vtimeloss_sum": 20961.66200554371, "Isbcdfloss_sum": 29921.58335876465, "Isbpdfloss_sum": 19100.316142082214, "Isdregloss_sum": 8.051014561147895, "Ivtimeloss_sum": 20942.1906414032, "p0softloss_sum": 2037628.3247680664, "p1softloss_sum": 271925.0473022461, "ptsoftentr_sum": 1981724.2199707031, "Ip0softloss_sum": 2037602.6909179688, "Ip1softloss_sum": 271909.73763275146, "norm_noreg_batch": 46612.72318945313, "norm_normal_batch": 102905.697609375, "norm_output_batch": 24287.99428125, "sekiweightscale_sum": 2800607.25, "norm_normal_gamma_batch": 60995.177496093755, "norm_output_noreg_batch": 1943.7938884277344 }, "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": 6557204992.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6557204992.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.33477214463032, "log_gamma_uncertainty": 0.0409194457601999, "log_gamma_lower_confidence": 78.25293325310992, "log_gamma_upper_confidence": 78.41661103615073, "log_gamma_game_count": 3538, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9432368384-d4165837414/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9432368384-d4165837414", "created_at": "2024-02-25T07:38:53.075956Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9432368384-d4165837414.bin.gz", "model_file_bytes": 97898209, "model_file_sha256": "42b4b5851f7a1880b97337e8cb63ee9d4f7d3ab93c290a88b92b4eb858e93157", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9432368384-d4165837414.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9402410496-d4158172623/?format=api", "train_step": 9432368384, "total_num_data_rows": 4165837414, "extra_stats": { "sums": { "wsum": 9432133901.0, "nsamp": 9432368384, "loss_sum": 6394696.79352063, "oloss_sum": 58386.02362335189, "pacc1_sum": 64241.7234310797, "sloss_sum": 47232.75109255458, "vloss_sum": 71194.15316823828, "Ioloss_sum": 58374.344260679296, "Ipacc1_sum": 64301.48679975728, "Isloss_sum": 47219.473625263316, "Ivloss_sum": 70643.79603466537, "fploss_sum": 21071.46792517101, "p0loss_sum": 220000.6584578506, "p1loss_sum": 38387.51394971256, "pslr_batch": 0.0006457507507507517, "ptentr_sum": 121557.0077967611, "skloss_sum": 6313.90655189549, "smloss_sum": 6218.732659164558, "Ifploss_sum": 21046.650598534805, "Ip0loss_sum": 219883.6682510267, "Ip1loss_sum": 38361.50345332868, "Iskloss_sum": 6307.460934642054, "Ismloss_sum": 6195.382122471008, "exgnorm_sum": 7.613061959342269e-97, "gnorm_batch": 65776.10749737105, "tdsloss_sum": 1169.0187239850388, "vsquare_sum": 48175.43031634421, "Itdsloss_sum": 1151.5992662418034, "Ivsquare_sum": 48820.94408389529, "esstloss_sum": 1693.3130126068595, "evstloss_sum": 1808.3645595158318, "leadloss_sum": 856.5913886833354, "tdvloss1_sum": 15801.781403454968, "tdvloss2_sum": 9381.094640795167, "tdvloss3_sum": 6935.386954314398, "Iesstloss_sum": 1673.7779618526001, "Ievstloss_sum": 1708.4129363694506, "Ileadloss_sum": 811.3535524694079, "Itdvloss1_sum": 15359.47539087798, "Itdvloss2_sum": 8991.885720190452, "Itdvloss3_sum": 6580.40316979018, "sbcdfloss_sum": 9566.912971131916, "sbpdfloss_sum": 6139.678711799663, "sdregloss_sum": 3.910877199398415, "vtimeloss_sum": 6814.632580098506, "Isbcdfloss_sum": 9528.122892140173, "Isbpdfloss_sum": 6099.528007716657, "Isdregloss_sum": 2.423231033913335, "Ivtimeloss_sum": 6803.728885954994, "p0softloss_sum": 651750.9504104675, "p1softloss_sum": 87045.3312430042, "ptsoftentr_sum": 633863.1834058323, "wdnormal_batch": 0.028012421648081, "Ip0softloss_sum": 651719.854374487, "Ip1softloss_sum": 87039.4582970434, "norm_noreg_batch": 1284003.475725843, "norm_normal_batch": 2833553.041268429, "norm_output_batch": 668921.3232024544, "sekiweightscale_sum": 804662.1111444647, "norm_normal_gamma_batch": 1679756.2344785198, "norm_output_noreg_batch": 53536.507552727046 }, "weights": { "wsum": 6527132160.0, "nsamp": 6527132160.0, "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": 86.1001001001001, "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": 127992.33484948806, "gnorm_batch": 86.1001001001001, "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": 86.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "norm_noreg_batch": 86.1001001001001, "norm_normal_batch": 86.1001001001001, "norm_output_batch": 86.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 86.1001001001001, "norm_output_noreg_batch": 86.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400082.25, "nsamp": 400128.0, "loss_sum": 20004359.95703125, "oloss_sum": 182152.32176971436, "pacc1_sum": 200983.25, "sloss_sum": 147428.47346115112, "vloss_sum": 223467.37427139282, "Ioloss_sum": 182091.762714386, "Ipacc1_sum": 200983.25, "Isloss_sum": 147382.18077850342, "Ivloss_sum": 223585.92232894897, "fploss_sum": 65811.92702102661, "p0loss_sum": 690935.5544281006, "p1loss_sum": 119921.13628005981, "ptentr_sum": 380957.7665786743, "skloss_sum": 20164.57275289297, "smloss_sum": 19361.157161474228, "wsum_train": 9432133901.0, "Ifploss_sum": 65725.15543937683, "Ip0loss_sum": 690757.2461090088, "Ip1loss_sum": 119848.85761451721, "Iskloss_sum": 20151.54934889078, "Ismloss_sum": 19368.167340397835, "nsamp_train": 9432368384, "tdsloss_sum": 3680.81131246686, "vsquare_sum": 148856.43236923218, "Itdsloss_sum": 3690.779482960701, "Ivsquare_sum": 153246.24932479858, "esstloss_sum": 5844.5850292835385, "evstloss_sum": 5688.378977268934, "leadloss_sum": 2835.994254268706, "tdvloss1_sum": 50010.014209747314, "tdvloss2_sum": 29378.40419816971, "tdvloss3_sum": 21394.060166835785, "Iesstloss_sum": 5913.5432576444, "Ievstloss_sum": 5861.914129704237, "Ileadloss_sum": 2830.7801439240575, "Itdvloss1_sum": 50089.81585884094, "Itdvloss2_sum": 29435.482226371765, "Itdvloss3_sum": 21451.909336805344, "sbcdfloss_sum": 29841.706777095795, "sbpdfloss_sum": 19198.674814224243, "sdregloss_sum": 12.93285735999234, "vtimeloss_sum": 21137.90712225437, "Isbcdfloss_sum": 29812.15241909027, "Isbpdfloss_sum": 19102.03581571579, "Isdregloss_sum": 8.187988438876346, "Ivtimeloss_sum": 21133.22878921032, "p0softloss_sum": 2037746.1821899414, "p1softloss_sum": 271949.0365600586, "ptsoftentr_sum": 1981832.3757324219, "Ip0softloss_sum": 2037732.096496582, "Ip1softloss_sum": 271937.0749130249, "norm_noreg_batch": 46617.671671875, "norm_normal_batch": 102876.5745234375, "norm_output_batch": 24286.263380859375, "sekiweightscale_sum": 2800575.75, "norm_normal_gamma_batch": 60986.17803515625, "norm_output_noreg_batch": 1943.7210043945313 }, "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": 6527132160.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6527132160.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.33898771057864, "log_gamma_uncertainty": 0.040672199158281186, "log_gamma_lower_confidence": 78.25764331226208, "log_gamma_upper_confidence": 78.4203321088952, "log_gamma_game_count": 3531, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9402410496-d4158172623/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9402410496-d4158172623", "created_at": "2024-02-22T21:47:43.287540Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9402410496-d4158172623.bin.gz", "model_file_bytes": 97895973, "model_file_sha256": "6728458a164df109418dcd5d45c4157012e1299977acaf0d48c4a93ec2bc8cdb", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9402410496-d4158172623.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9372115968-d4150170048/?format=api", "train_step": 9402410496, "total_num_data_rows": 4158172623, "extra_stats": { "sums": { "wsum": 9402178706.25, "nsamp": 9402410496, "loss_sum": 6394468.861042978, "oloss_sum": 58497.41785657962, "pacc1_sum": 64266.117707698904, "sloss_sum": 47329.103902416195, "vloss_sum": 70852.97602883246, "Ioloss_sum": 58485.71410646616, "Ipacc1_sum": 64324.09789930376, "Isloss_sum": 47314.817950778415, "Ivloss_sum": 70357.66290052864, "fploss_sum": 21063.92377578483, "p0loss_sum": 220367.6167675909, "p1loss_sum": 38394.77739305896, "pslr_batch": 0.00024075075075075068, "ptentr_sum": 121801.3895204091, "skloss_sum": 6163.341447441019, "smloss_sum": 6135.519780022499, "Ifploss_sum": 21040.351851018306, "Ip0loss_sum": 220261.49196667963, "Ip1loss_sum": 38372.32141495421, "Iskloss_sum": 6160.625994448847, "Ismloss_sum": 6115.695251808904, "exgnorm_sum": 285.4472859606809, "gnorm_batch": 25374.712580759486, "tdsloss_sum": 1140.518780232631, "vsquare_sum": 48571.860138997494, "Itdsloss_sum": 1126.9656255354357, "Ivsquare_sum": 49078.37841316101, "esstloss_sum": 1595.8259796519076, "evstloss_sum": 1774.3573302824407, "leadloss_sum": 845.745153625889, "tdvloss1_sum": 15637.477931187832, "tdvloss2_sum": 9270.008326521935, "tdvloss3_sum": 6834.160271356208, "Iesstloss_sum": 1581.1823167922441, "Ievstloss_sum": 1684.7046245284853, "Ileadloss_sum": 812.1706265792774, "Itdvloss1_sum": 15252.794114692684, "Itdvloss2_sum": 8935.114174422555, "Itdvloss3_sum": 6532.221565353151, "sbcdfloss_sum": 9481.5033174363, "sbpdfloss_sum": 6129.260831935924, "sdregloss_sum": 3.869561789839681, "vtimeloss_sum": 6770.302503519761, "Isbcdfloss_sum": 9446.108786549115, "Isbpdfloss_sum": 6088.785545707036, "Isdregloss_sum": 2.3881064555373555, "Ivtimeloss_sum": 6756.856835564491, "p0softloss_sum": 651753.978543498, "p1softloss_sum": 87038.42293714579, "ptsoftentr_sum": 633854.2282540939, "wdnormal_batch": 0.01043765278287457, "Ip0softloss_sum": 651725.9425300357, "Ip1softloss_sum": 87033.23645060328, "norm_noreg_batch": 478763.1279188838, "norm_normal_batch": 1056062.1395393847, "norm_output_batch": 249372.17535929385, "sekiweightscale_sum": 803842.3160147339, "norm_normal_gamma_batch": 626101.3303592902, "norm_output_noreg_batch": 19958.76311285303 }, "weights": { "wsum": 6497174272.0, "nsamp": 6497174272.0, "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": 32.1001001001001, "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": 127823.16956018798, "gnorm_batch": 32.100099100100095, "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": 32.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "norm_noreg_batch": 32.1001001001001, "norm_normal_batch": 32.1001001001001, "norm_output_batch": 32.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 32.1001001001001, "norm_output_noreg_batch": 32.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400080.0, "nsamp": 400128.0, "loss_sum": 20004400.03173828, "oloss_sum": 182891.02114868164, "pacc1_sum": 200439.0, "sloss_sum": 147976.93854522705, "vloss_sum": 223249.80361557007, "Ioloss_sum": 182849.33792495728, "Ipacc1_sum": 200503.25, "Isloss_sum": 147934.95686340332, "Ivloss_sum": 222915.56704330444, "fploss_sum": 65867.7494506836, "p0loss_sum": 691740.8285827637, "p1loss_sum": 119956.06482505798, "ptentr_sum": 381127.57582092285, "skloss_sum": 21879.805216372013, "smloss_sum": 19365.95584344864, "wsum_train": 9402178706.25, "Ifploss_sum": 65788.83761405945, "Ip0loss_sum": 691554.8311462402, "Ip1loss_sum": 119883.16875076294, "Iskloss_sum": 21849.151901483536, "Ismloss_sum": 19350.03122329712, "nsamp_train": 9402410496, "tdsloss_sum": 3636.0278222858906, "vsquare_sum": 148421.35065078735, "Itdsloss_sum": 3626.6243322193623, "Ivsquare_sum": 152787.6402053833, "esstloss_sum": 5522.866404315457, "evstloss_sum": 5632.88055972755, "leadloss_sum": 2635.258832477033, "tdvloss1_sum": 49820.07413959503, "tdvloss2_sum": 29295.981296539307, "tdvloss3_sum": 21329.83950805664, "Iesstloss_sum": 5529.427053775638, "Ievstloss_sum": 5756.499826699495, "Ileadloss_sum": 2590.7597996369004, "Itdvloss1_sum": 49541.40091133118, "Itdvloss2_sum": 29053.036247253418, "Itdvloss3_sum": 21113.835686683655, "sbcdfloss_sum": 29889.006343364716, "sbpdfloss_sum": 19233.168107032776, "sdregloss_sum": 12.019551524543203, "vtimeloss_sum": 20676.245173692703, "Isbcdfloss_sum": 29838.541521549225, "Isbpdfloss_sum": 19136.48007249832, "Isdregloss_sum": 7.288199384754989, "Ivtimeloss_sum": 20650.00665652752, "p0softloss_sum": 2037878.3189086914, "p1softloss_sum": 272116.1279525757, "ptsoftentr_sum": 1981848.1913452148, "Ip0softloss_sum": 2037864.571838379, "Ip1softloss_sum": 272103.5646133423, "norm_noreg_batch": 46623.28565039063, "norm_normal_batch": 102842.34726562501, "norm_output_batch": 24284.585903320312, "sekiweightscale_sum": 2800560.0, "norm_normal_gamma_batch": 60971.518804687505, "norm_output_noreg_batch": 1943.6443044433595 }, "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": 6497174272.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6497174272.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.27713464921116, "log_gamma_uncertainty": 0.04051375290160381, "log_gamma_lower_confidence": 78.19610714340796, "log_gamma_upper_confidence": 78.35816215501437, "log_gamma_game_count": 3571, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9372115968-d4150170048/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9372115968-d4150170048", "created_at": "2024-02-20T23:11:30.512761Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9372115968-d4150170048.bin.gz", "model_file_bytes": 97896932, "model_file_sha256": "9b7abd2db75b16c4b52857c93e68867531bdd8af6c55f6c775ee0c80c9bfa41c", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9372115968-d4150170048.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9341700352-d4142943547/?format=api", "train_step": 9372115968, "total_num_data_rows": 4150170048, "extra_stats": { "sums": { "wsum": 9371886837.75, "nsamp": 9372115968, "loss_sum": 6392289.696033335, "oloss_sum": 58365.98404767224, "pacc1_sum": 64443.8507260388, "sloss_sum": 47230.22843662263, "vloss_sum": 70590.7693830686, "Ioloss_sum": 58355.01771678189, "Ipacc1_sum": 64464.913278765234, "Isloss_sum": 47216.19158411031, "Ivloss_sum": 70208.50005706066, "fploss_sum": 21035.97417872749, "p0loss_sum": 220063.310793319, "p1loss_sum": 38274.350912474685, "pslr_batch": 0.000375750750750751, "ptentr_sum": 121760.07782325216, "skloss_sum": 5960.182303650412, "smloss_sum": 6106.597907764712, "Ifploss_sum": 21012.62896015805, "Ip0loss_sum": 219943.7983304802, "Ip1loss_sum": 38251.474597748434, "Iskloss_sum": 5951.59253405235, "Ismloss_sum": 6087.642934607233, "exgnorm_sum": 3.5005882438155754e-36, "gnorm_batch": 38465.3346833107, "tdsloss_sum": 1129.7114078329007, "vsquare_sum": 48764.58165303839, "Itdsloss_sum": 1117.0461912805351, "Ivsquare_sum": 49296.40023123575, "esstloss_sum": 1536.4429792912044, "evstloss_sum": 1715.9250196567846, "leadloss_sum": 828.053654919476, "tdvloss1_sum": 15419.192163897753, "tdvloss2_sum": 9086.679200201712, "tdvloss3_sum": 6688.713423037784, "Iesstloss_sum": 1524.1834397802536, "Ievstloss_sum": 1632.555339176833, "Ileadloss_sum": 795.0716967400884, "Itdvloss1_sum": 15111.919188001488, "Itdvloss2_sum": 8816.072185536206, "Itdvloss3_sum": 6441.125467728656, "sbcdfloss_sum": 9449.805441599563, "sbpdfloss_sum": 6123.903650644118, "sdregloss_sum": 4.0561175954962625, "vtimeloss_sum": 6803.276145216716, "Isbcdfloss_sum": 9417.261687544431, "Isbpdfloss_sum": 6085.395581328115, "Isdregloss_sum": 2.2692584002746683, "Ivtimeloss_sum": 6790.90128294974, "p0softloss_sum": 651715.3558353403, "p1softloss_sum": 86980.08925765104, "ptsoftentr_sum": 633826.3793238743, "wdnormal_batch": 0.016280233716738386, "Ip0softloss_sum": 651688.2947460032, "Ip1softloss_sum": 86974.62687825487, "norm_noreg_batch": 747329.1946343107, "norm_normal_batch": 1647711.5196144069, "norm_output_batch": 389184.96959107247, "sekiweightscale_sum": 810305.2693634954, "norm_normal_gamma_batch": 976979.974642535, "norm_output_noreg_batch": 31149.537681953538 }, "weights": { "wsum": 6466879744.0, "nsamp": 6466879744.0, "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": 50.1001001001001, "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": 127994.5872383433, "gnorm_batch": 50.1001001001001, "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": 50.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "norm_noreg_batch": 50.1001001001001, "norm_normal_batch": 50.1001001001001, "norm_output_batch": 50.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 50.1001001001001, "norm_output_noreg_batch": 50.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400089.75, "nsamp": 400128.0, "loss_sum": 20000905.76611328, "oloss_sum": 182249.92575836182, "pacc1_sum": 200713.75, "sloss_sum": 147518.37144470215, "vloss_sum": 224962.64232635498, "Ioloss_sum": 182234.92714309692, "Ipacc1_sum": 200802.75, "Isloss_sum": 147485.395072937, "Ivloss_sum": 224605.9472465515, "fploss_sum": 65911.73397254944, "p0loss_sum": 691416.4075622559, "p1loss_sum": 119993.93767929077, "ptentr_sum": 380513.7064743042, "skloss_sum": 20468.89717042446, "smloss_sum": 19312.352116584778, "wsum_train": 9371886837.75, "Ifploss_sum": 65827.92961502075, "Ip0loss_sum": 691250.5882720947, "Ip1loss_sum": 119929.25234413147, "Iskloss_sum": 20444.82215934992, "Ismloss_sum": 19276.73074567318, "nsamp_train": 9372115968, "tdsloss_sum": 3689.7284240424633, "vsquare_sum": 155253.77862930298, "Itdsloss_sum": 3660.5946370363235, "Ivsquare_sum": 156792.24828720093, "esstloss_sum": 5784.420015301555, "evstloss_sum": 6145.924219608307, "leadloss_sum": 2684.080303914845, "tdvloss1_sum": 50890.02082538605, "tdvloss2_sum": 30124.390907287598, "tdvloss3_sum": 22053.20840907097, "Iesstloss_sum": 5838.146262167022, "Ievstloss_sum": 6207.642069190741, "Ileadloss_sum": 2630.2560905218124, "Itdvloss1_sum": 50622.181480407715, "Itdvloss2_sum": 29887.756836891174, "Itdvloss3_sum": 21842.70933866501, "sbcdfloss_sum": 29761.981601715088, "sbpdfloss_sum": 19200.771122455597, "sdregloss_sum": 13.044650047901087, "vtimeloss_sum": 21411.248447179794, "Isbcdfloss_sum": 29688.778361320496, "Isbpdfloss_sum": 19101.819689273834, "Isdregloss_sum": 8.024009550281335, "Ivtimeloss_sum": 21383.63458585739, "p0softloss_sum": 2037459.244934082, "p1softloss_sum": 272233.5029144287, "ptsoftentr_sum": 1981448.7006225586, "Ip0softloss_sum": 2037466.6756591797, "Ip1softloss_sum": 272222.416267395, "norm_noreg_batch": 46629.72691992188, "norm_normal_batch": 102809.0236171875, "norm_output_batch": 24283.232015625, "sekiweightscale_sum": 2800628.25, "norm_normal_gamma_batch": 60958.64237109375, "norm_output_noreg_batch": 1943.577335083008 }, "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": 6466879744.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6466879744.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.32232257919522, "log_gamma_uncertainty": 0.04091621821054465, "log_gamma_lower_confidence": 78.24049014277412, "log_gamma_upper_confidence": 78.40415501561631, "log_gamma_game_count": 3502, "log_gamma_offset": 0.0 }, { "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9341700352-d4142943547/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s9341700352-d4142943547", "created_at": "2024-02-19T15:15:35.934453Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s9341700352-d4142943547.bin.gz", "model_file_bytes": 97897282, "model_file_sha256": "1440ea75130de4802f0e2d34003ac855fe0a9d3e5fe8f40510b6c552dfe821ae", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s9341700352-d4142943547.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s9311982848-d4134175181/?format=api", "train_step": 9341700352, "total_num_data_rows": 4142943547, "extra_stats": { "sums": { "wsum": 9341473891.0, "nsamp": 9341700352, "loss_sum": 6392750.61618715, "oloss_sum": 58265.897371885854, "pacc1_sum": 64229.33089106239, "sloss_sum": 47131.90230351186, "vloss_sum": 70937.95685373449, "Ioloss_sum": 58254.696476980076, "Ipacc1_sum": 64217.129252338535, "Isloss_sum": 47118.34997928953, "Ivloss_sum": 70488.4980202867, "fploss_sum": 21077.949782148004, "p0loss_sum": 220172.38422372902, "p1loss_sum": 38308.604317636324, "pslr_batch": 0.0002257507507507507, "ptentr_sum": 121705.26318539499, "skloss_sum": 5919.375108312334, "smloss_sum": 6113.224672772893, "Ifploss_sum": 21053.34542783511, "Ip0loss_sum": 220069.01138056561, "Ip1loss_sum": 38282.55069810867, "Iskloss_sum": 5918.556460048756, "Ismloss_sum": 6098.5394952463585, "exgnorm_sum": 1.5642022381723174e-36, "gnorm_batch": 23068.609852491107, "tdsloss_sum": 1142.8020937188073, "vsquare_sum": 48463.43048229436, "Itdsloss_sum": 1131.1348895316344, "Ivsquare_sum": 49024.96138304345, "esstloss_sum": 1632.7256465412308, "evstloss_sum": 1775.4134157297772, "leadloss_sum": 848.0386037659032, "tdvloss1_sum": 15663.763536703898, "tdvloss2_sum": 9267.657343869705, "tdvloss3_sum": 6835.110956132451, "Iesstloss_sum": 1628.7357469468525, "Ievstloss_sum": 1697.4218837551891, "Ileadloss_sum": 816.7876244763852, "Itdvloss1_sum": 15320.341366971901, "Itdvloss2_sum": 8978.1234524179, "Itdvloss3_sum": 6575.194336569079, "sbcdfloss_sum": 9452.260407448293, "sbpdfloss_sum": 6122.9109238455585, "sdregloss_sum": 4.3842412091289855, "vtimeloss_sum": 6868.200269341114, "Isbcdfloss_sum": 9423.813677866034, "Isbpdfloss_sum": 6083.707437772274, "Isdregloss_sum": 2.5253613073614667, "Ivtimeloss_sum": 6851.012765205962, "p0softloss_sum": 651659.3334128642, "p1softloss_sum": 87001.31624746573, "ptsoftentr_sum": 633803.1463972091, "wdnormal_batch": 0.00977572022781006, "Ip0softloss_sum": 651632.9358801341, "Ip1softloss_sum": 86995.49564864102, "norm_noreg_batch": 449051.8532657403, "norm_normal_batch": 989654.3897253551, "norm_output_batch": 233807.17922824877, "sekiweightscale_sum": 805454.6905722105, "norm_normal_gamma_batch": 586864.199611526, "norm_output_noreg_batch": 18713.551535958377 }, "weights": { "wsum": 6436464128.0, "nsamp": 6436464128.0, "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": 30.1001001001001, "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": 127908.13292052792, "gnorm_batch": 30.1001001001001, "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": 30.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "norm_noreg_batch": 30.1001001001001, "norm_normal_batch": 30.1001001001001, "norm_output_batch": 30.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 30.1001001001001, "norm_output_noreg_batch": 30.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400086.75, "nsamp": 400128.0, "loss_sum": 19998326.009277344, "oloss_sum": 182335.8618736267, "pacc1_sum": 200860.25, "sloss_sum": 147585.68604660034, "vloss_sum": 224104.97136688232, "Ioloss_sum": 182285.52452468872, "Ipacc1_sum": 200932.0, "Isloss_sum": 147536.81383514404, "Ivloss_sum": 224231.15577316284, "fploss_sum": 65940.74699401855, "p0loss_sum": 690275.6818695068, "p1loss_sum": 120058.30275917053, "ptentr_sum": 379757.5736846924, "skloss_sum": 20697.200059235096, "smloss_sum": 19370.086228847504, "wsum_train": 9341473891.0, "Ifploss_sum": 65853.74538040161, "Ip0loss_sum": 690060.664642334, "Ip1loss_sum": 119993.0513343811, "Iskloss_sum": 20675.338688135147, "Ismloss_sum": 19354.850015878677, "nsamp_train": 9341700352, "tdsloss_sum": 3682.9525055885315, "vsquare_sum": 150686.50985336304, "Itdsloss_sum": 3672.1843146383762, "Ivsquare_sum": 154354.291721344, "esstloss_sum": 5823.863241650164, "evstloss_sum": 5830.492014110088, "leadloss_sum": 2647.3713906034827, "tdvloss1_sum": 50072.89951848984, "tdvloss2_sum": 29399.24861764908, "tdvloss3_sum": 21403.762352466583, "Iesstloss_sum": 5880.431443694979, "Ievstloss_sum": 6009.4750905931, "Ileadloss_sum": 2611.6348688453436, "Itdvloss1_sum": 50199.6917181015, "Itdvloss2_sum": 29522.859793663025, "Itdvloss3_sum": 21533.061501979828, "sbcdfloss_sum": 29825.928866386414, "sbpdfloss_sum": 19208.495495319366, "sdregloss_sum": 12.550137106445618, "vtimeloss_sum": 20861.76517510414, "Isbcdfloss_sum": 29777.12622642517, "Isbpdfloss_sum": 19111.424656391144, "Isdregloss_sum": 7.3850528841721825, "Ivtimeloss_sum": 20844.86146056652, "p0softloss_sum": 2037310.3631591797, "p1softloss_sum": 272245.50218200684, "ptsoftentr_sum": 1981373.1959228516, "Ip0softloss_sum": 2037299.4311523438, "Ip1softloss_sum": 272231.62913513184, "norm_noreg_batch": 46635.59122265625, "norm_normal_batch": 102779.04576562501, "norm_output_batch": 24281.688858398436, "sekiweightscale_sum": 2800607.25, "norm_normal_gamma_batch": 60947.9028515625, "norm_output_noreg_batch": 1943.4655286865234 }, "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": 6436464128.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 6436464128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 78.31122902748625, "log_gamma_uncertainty": 0.04102992859506334, "log_gamma_lower_confidence": 78.22916917029612, "log_gamma_upper_confidence": 78.39328888467638, "log_gamma_game_count": 3497, "log_gamma_offset": 0.0 } ] }