Network List
API endpoint that allows networks to be viewed or edited.
GET /api/networks/?format=api
{ "count": 917, "next": "https://katagotraining.org/api/networks/?format=api&page=2", "previous": null, "results": [ { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s12043015936-d5616446734/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s12043015936-d5616446734", "created_at": "2025-12-10T01:51:20.254504Z", "network_size": "b28c512nbt", "is_random": false, "training_games_enabled": true, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b28c512nbt-s12043015936-d5616446734.bin.gz", "model_file_bytes": 271452845, "model_file_sha256": "93abbeea4b4b38a6b5fda83e58927b588e2ca195ef9816b831db9d629c029efa", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s12043015936-d5616446734.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s12013130496-d5608824079/?format=api", "train_step": 12043015936, "total_num_data_rows": 5616446734, "extra_stats": { "sums": { "wsum": 12041821786.81778, "nsamp": 12043015936.0, "loss_sum": 6363147.933185337, "oloss_sum": 58030.07137877384, "pacc1_sum": 66866.53099819663, "sloss_sum": 46783.36793429039, "vloss_sum": 69617.78444511378, "Ioloss_sum": 58015.91794909171, "Ipacc1_sum": 66939.27416398312, "Isloss_sum": 46763.785914640655, "Ivloss_sum": 69137.57063829915, "fploss_sum": 20403.061905397135, "p0loss_sum": 211636.8770793614, "p1loss_sum": 36621.63690016705, "pslr_batch": 0.00040005105105105093, "ptentr_sum": 119181.50774860547, "skloss_sum": 9498.773280556774, "smloss_sum": 5125.695838741842, "Ifploss_sum": 20391.91997159156, "Ip0loss_sum": 211513.77628468577, "Ip1loss_sum": 36600.028335054776, "Iskloss_sum": 9498.6377676718, "Ismloss_sum": 5107.889321408285, "exgnorm_sum": 0.0463699199886213, "gnorm_batch": 44108.73525790578, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 980.3669274665125, "vsquare_sum": 50279.864671172785, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 968.4209816793917, "Ivsquare_sum": 50841.0583719664, "esstloss_sum": 1338.8520767497846, "evstloss_sum": 1831.5343648024427, "leadloss_sum": 546.3454353602316, "tdvloss1_sum": 15852.358490032893, "tdvloss2_sum": 9462.069794236393, "tdvloss3_sum": 6996.610126710324, "Iesstloss_sum": 1318.9418559923436, "Ievstloss_sum": 1743.495568529277, "Ileadloss_sum": 526.9094792536217, "Itdvloss1_sum": 15465.222919619193, "Itdvloss2_sum": 9128.800684758082, "Itdvloss3_sum": 6700.266906405659, "sbcdfloss_sum": 8319.756506777807, "sbpdfloss_sum": 5849.8494750249265, "sdregloss_sum": 2.6529952696227963, "vtimeloss_sum": 6581.649573766728, "Isbcdfloss_sum": 8290.8853065798, "Isbpdfloss_sum": 5824.424918198496, "Isdregloss_sum": 1.5071991710588029, "Ivtimeloss_sum": 6569.653236820872, "p0softloss_sum": 653745.4293419947, "p1softloss_sum": 87089.78773288729, "ptsoftentr_sum": 636192.2166781303, "wdnormal_batch": 0.023712744146501725, "Ip0softloss_sum": 653704.755268551, "Ip1softloss_sum": 87084.4710262699, "gnorm_cap_batch": 161002.30852590993, "norm_noreg_batch": 1120284.4456490043, "window_end_batch": 213987182772.28027, "norm_normal_batch": 2237902.7977626193, "norm_output_batch": 478298.984844623, "window_start_batch": 207042368420.9229, "sekiweightscale_sum": 677080.8867841233, "norm_normal_gamma_batch": 1507475.193354303, "norm_output_noreg_batch": 40061.21598216353 }, "weights": { "wsum": 4841905024.0, "nsamp": 4841905024.0, "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": 38.1001001001001, "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": 127986.15589275074, "gnorm_batch": 38.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 38.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 38.1001001001001, "norm_noreg_batch": 38.1001001001001, "window_end_batch": 38.1001001001001, "norm_normal_batch": 38.1001001001001, "norm_output_batch": 38.1001001001001, "window_start_batch": 38.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 38.1001001001001, "norm_output_noreg_batch": 38.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800118.4997558594, "nsamp": 800256.0, "loss_sum": 19926077.712890625, "oloss_sum": 181675.992477417, "pacc1_sum": 207904.52996826172, "sloss_sum": 146519.74410629272, "vloss_sum": 222538.12203598022, "Ioloss_sum": 181642.63341140747, "Ipacc1_sum": 207987.27996826172, "Isloss_sum": 146460.9824104309, "Ivloss_sum": 223871.7788734436, "fploss_sum": 63904.13266181946, "p0loss_sum": 667105.1156463623, "p1loss_sum": 115049.3706111908, "ptentr_sum": 373593.7399291992, "skloss_sum": 39216.42126047611, "smloss_sum": 16057.36935710907, "wsum_train": 12041821786.81778, "Ifploss_sum": 63858.09666252136, "Ip0loss_sum": 667048.4429016113, "Ip1loss_sum": 115001.3803730011, "Iskloss_sum": 39177.54822683334, "Ismloss_sum": 16065.612409472466, "nsamp_train": 12043015936.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3178.11862295866, "vsquare_sum": 155028.67722702026, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3186.454563677311, "Ivsquare_sum": 159245.0140953064, "esstloss_sum": 4684.3092532698065, "evstloss_sum": 6401.254368573427, "leadloss_sum": 1793.7635738626122, "tdvloss1_sum": 52389.35704421997, "tdvloss2_sum": 31319.7728805542, "tdvloss3_sum": 22995.661892414093, "Iesstloss_sum": 4702.056756190956, "Ievstloss_sum": 6891.143518537283, "Ileadloss_sum": 1797.3038798309863, "Itdvloss1_sum": 53483.35033893585, "Itdvloss2_sum": 32306.722930431366, "Itdvloss3_sum": 23959.879294872284, "sbcdfloss_sum": 26095.44918704033, "sbpdfloss_sum": 18369.54481267929, "sdregloss_sum": 8.820582398155238, "vtimeloss_sum": 20256.146812558174, "Isbcdfloss_sum": 26100.379428863525, "Isbpdfloss_sum": 18342.898056983948, "Isdregloss_sum": 5.692402261251118, "Ivtimeloss_sum": 20276.93048632145, "p0softloss_sum": 2043077.939819336, "p1softloss_sum": 272161.95722198486, "ptsoftentr_sum": 1987898.7672729492, "Ip0softloss_sum": 2043099.9329833984, "Ip1softloss_sum": 272152.7346496582, "norm_noreg_batch": 91916.00649609375, "norm_normal_batch": 183613.0708828125, "norm_output_batch": 39243.025552734376, "sekiweightscale_sum": 2800414.749145508, "norm_normal_gamma_batch": 123683.7189609375, "norm_output_noreg_batch": 3286.899707519531 }, "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": 4841905024.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4841905024.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.9994602221777, "log_gamma_uncertainty": 0.06982335983362604, "log_gamma_lower_confidence": 80.85981350251045, "log_gamma_upper_confidence": 81.13910694184496, "log_gamma_game_count": 1044, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s12013130496-d5608824079/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s12013130496-d5608824079", "created_at": "2025-12-04T18:54:55.893293Z", "network_size": "b28c512nbt", "is_random": false, "training_games_enabled": true, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b28c512nbt-s12013130496-d5608824079.bin.gz", "model_file_bytes": 271450592, "model_file_sha256": "4e2e21f144e325aed5214e7a8d7bdc26ff9372e21d5d351d7f7b42218a9cae73", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s12013130496-d5608824079.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11983950592-d5600639742/?format=api", "train_step": 12013130496, "total_num_data_rows": 5608824079, "extra_stats": { "sums": { "wsum": 12011941362.665314, "nsamp": 12013130496.0, "loss_sum": 6361792.328187301, "oloss_sum": 57930.8463554781, "pacc1_sum": 66992.41951373446, "sloss_sum": 46721.45359617183, "vloss_sum": 69940.019658939, "Ioloss_sum": 57918.23492622111, "Ipacc1_sum": 67006.19170675796, "Isloss_sum": 46702.534902467916, "Ivloss_sum": 69414.22093461486, "fploss_sum": 20419.75508012215, "p0loss_sum": 211528.69849373645, "p1loss_sum": 36666.24720355489, "pslr_batch": 0.0001900510510510511, "ptentr_sum": 119072.3641359203, "skloss_sum": 9481.661117114556, "smloss_sum": 4981.358468246708, "Ifploss_sum": 20408.278038400535, "Ip0loss_sum": 211413.68694657102, "Ip1loss_sum": 36646.21460340104, "Iskloss_sum": 9469.237207888598, "Ismloss_sum": 4964.900726190883, "exgnorm_sum": 1.6967417388832742, "gnorm_batch": 20392.497994173485, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 963.8580610115449, "vsquare_sum": 49882.01988616669, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 951.339957533865, "Ivsquare_sum": 50540.78026375327, "esstloss_sum": 1338.4338513079483, "evstloss_sum": 1856.1462137785238, "leadloss_sum": 545.3241483605333, "tdvloss1_sum": 15977.996474311989, "tdvloss2_sum": 9546.019583697687, "tdvloss3_sum": 7069.463243215438, "Iesstloss_sum": 1328.524083975042, "Ievstloss_sum": 1759.743717726209, "Ileadloss_sum": 522.3089682444154, "Itdvloss1_sum": 15578.582821333914, "Itdvloss2_sum": 9200.04377725515, "Itdvloss3_sum": 6751.441257070021, "sbcdfloss_sum": 8169.100194427062, "sbpdfloss_sum": 5828.365601810006, "sdregloss_sum": 2.600046897515932, "vtimeloss_sum": 6469.780909722728, "Isbcdfloss_sum": 8138.985210607011, "Isbpdfloss_sum": 5800.265115985692, "Isdregloss_sum": 1.4042036616620974, "Ivtimeloss_sum": 6454.7640910483815, "p0softloss_sum": 653663.0336859756, "p1softloss_sum": 87046.62927182013, "ptsoftentr_sum": 636070.2153222929, "wdnormal_batch": 0.011260749430605562, "Ip0softloss_sum": 653620.9652327149, "Ip1softloss_sum": 87041.1693656112, "gnorm_cap_batch": 76486.88305305825, "norm_noreg_batch": 532250.4821728453, "window_end_batch": 101520277273.75175, "norm_normal_batch": 1062950.2372303386, "norm_output_batch": 227223.17290378836, "window_start_batch": 98224114254.07808, "sekiweightscale_sum": 679096.7149134927, "norm_normal_gamma_batch": 715943.9266961946, "norm_output_noreg_batch": 19030.80405989822 }, "weights": { "wsum": 4826962304.0, "nsamp": 4826962304.0, "loss_sum": 127999.99999999262, "oloss_sum": 127999.99999999262, "pacc1_sum": 127999.99999999262, "sloss_sum": 127999.99999999262, "vloss_sum": 127999.99999999262, "Ioloss_sum": 127999.99999999262, "Ipacc1_sum": 127999.99999999262, "Isloss_sum": 127999.99999999262, "Ivloss_sum": 127999.99999999262, "fploss_sum": 127999.99999999262, "p0loss_sum": 127999.99999999262, "p1loss_sum": 127999.99999999262, "pslr_batch": 18.1001001001001, "ptentr_sum": 127999.99999999262, "skloss_sum": 127999.99999999262, "smloss_sum": 127999.99999999262, "Ifploss_sum": 127999.99999999262, "Ip0loss_sum": 127999.99999999262, "Ip1loss_sum": 127999.99999999262, "Iskloss_sum": 127999.99999999262, "Ismloss_sum": 127999.99999999262, "exgnorm_sum": 127975.18156593316, "gnorm_batch": 18.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 18.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 18.1001001001001, "norm_noreg_batch": 18.1001001001001, "window_end_batch": 18.1001001001001, "norm_normal_batch": 18.1001001001001, "norm_output_batch": 18.1001001001001, "window_start_batch": 18.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 18.1001001001001, "norm_output_noreg_batch": 18.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800120.759765625, "nsamp": 800256.0, "loss_sum": 19914998.674804688, "oloss_sum": 181817.57629776, "pacc1_sum": 207988.24993896484, "sloss_sum": 146648.28511810303, "vloss_sum": 221241.65223312378, "Ioloss_sum": 181779.59489822388, "Ipacc1_sum": 208026.18994140625, "Isloss_sum": 146586.07466506958, "Ivloss_sum": 221421.17700195312, "fploss_sum": 63925.13768386841, "p0loss_sum": 666151.3005828857, "p1loss_sum": 115205.09798049927, "ptentr_sum": 372424.4771270752, "skloss_sum": 38825.367252111435, "smloss_sum": 16187.712871670723, "wsum_train": 12011941362.665314, "Ifploss_sum": 63882.13218688965, "Ip0loss_sum": 666016.4995269775, "Ip1loss_sum": 115152.05115509033, "Iskloss_sum": 38799.366240143776, "Ismloss_sum": 16186.006797790527, "nsamp_train": 12013130496.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3223.0219796597958, "vsquare_sum": 153161.1438293457, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3221.7815160155296, "Ivsquare_sum": 158913.4984664917, "esstloss_sum": 4978.659491747618, "evstloss_sum": 6060.684208273888, "leadloss_sum": 1842.9597884453833, "tdvloss1_sum": 51498.337332725525, "tdvloss2_sum": 30625.28039073944, "tdvloss3_sum": 22418.75081038475, "Iesstloss_sum": 4934.679648401216, "Ievstloss_sum": 6270.005812346935, "Ileadloss_sum": 1836.975991293788, "Itdvloss1_sum": 51609.975684165955, "Itdvloss2_sum": 30721.26377058029, "Itdvloss3_sum": 22515.934772253036, "sbcdfloss_sum": 26200.51141691208, "sbpdfloss_sum": 18362.583206653595, "sdregloss_sum": 7.915231860126369, "vtimeloss_sum": 19895.279732465744, "Isbcdfloss_sum": 26183.976534366608, "Isbpdfloss_sum": 18310.587471485138, "Isdregloss_sum": 4.905103680037428, "Ivtimeloss_sum": 19894.05822658539, "p0softloss_sum": 2043632.5971069336, "p1softloss_sum": 272317.5929412842, "ptsoftentr_sum": 1988533.8899536133, "Ip0softloss_sum": 2043614.0556640625, "Ip1softloss_sum": 272307.6844711304, "norm_noreg_batch": 91922.97894140625, "norm_normal_batch": 183578.13539062502, "norm_output_batch": 39242.8637578125, "sekiweightscale_sum": 2800422.6591796875, "norm_normal_gamma_batch": 123648.0508125, "norm_output_noreg_batch": 3286.7363862304687 }, "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": 4826962304.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4826962304.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 81.05628544797393, "log_gamma_uncertainty": 0.04670940802788536, "log_gamma_lower_confidence": 80.96286663191816, "log_gamma_upper_confidence": 81.14970426402971, "log_gamma_game_count": 2272, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11983950592-d5600639742/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11983950592-d5600639742", "created_at": "2025-12-01T04:58:34.882630Z", "network_size": "b28c512nbt", "is_random": false, "training_games_enabled": true, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b28c512nbt-s11983950592-d5600639742.bin.gz", "model_file_bytes": 271449245, "model_file_sha256": "7764402cc841f722ccc11609432ebda86779f22b3d000893ca03d5487cbb74b5", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11983950592-d5600639742.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11953582336-d5592971548/?format=api", "train_step": 11983950592, "total_num_data_rows": 5600639742, "extra_stats": { "sums": { "wsum": 11982766380.032501, "nsamp": 11983950592.0, "loss_sum": 6361928.724475555, "oloss_sum": 57948.77912467185, "pacc1_sum": 66694.31370637218, "sloss_sum": 46753.302047559344, "vloss_sum": 69689.52027109494, "Ioloss_sum": 57936.41445659121, "Ipacc1_sum": 66739.01343566905, "Isloss_sum": 46735.23310570268, "Ivloss_sum": 69215.4773903611, "fploss_sum": 20396.963870185762, "p0loss_sum": 212118.9931347392, "p1loss_sum": 36671.53604383169, "pslr_batch": 0.00010605105105105103, "ptentr_sum": 119369.32287167583, "skloss_sum": 9300.642403414591, "smloss_sum": 5014.46666409619, "Ifploss_sum": 20386.289260317248, "Ip0loss_sum": 212007.79092506974, "Ip1loss_sum": 36654.9331800546, "Iskloss_sum": 9300.663534092297, "Ismloss_sum": 5001.633418369445, "exgnorm_sum": 1602.8709887297841, "gnorm_batch": 12266.832693067932, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 954.6633744685842, "vsquare_sum": 49998.382799652565, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 945.129369388225, "Ivsquare_sum": 50587.07128821108, "esstloss_sum": 1301.4538916183467, "evstloss_sum": 1822.4303325274334, "leadloss_sum": 541.3924813749771, "tdvloss1_sum": 15821.499046183719, "tdvloss2_sum": 9435.626009327585, "tdvloss3_sum": 6975.344922881125, "Iesstloss_sum": 1298.4105025424942, "Ievstloss_sum": 1751.4998799905482, "Ileadloss_sum": 521.5071652289673, "Itdvloss1_sum": 15454.166323229801, "Itdvloss2_sum": 9125.584267978313, "Itdvloss3_sum": 6696.974254366777, "sbcdfloss_sum": 8191.774743990766, "sbpdfloss_sum": 5821.300354312277, "sdregloss_sum": 2.616885193214919, "vtimeloss_sum": 6575.338029062056, "Isbcdfloss_sum": 8166.333794220778, "Isbpdfloss_sum": 5795.828316555032, "Isdregloss_sum": 1.4842847209854997, "Ivtimeloss_sum": 6566.982573888385, "p0softloss_sum": 653727.7054472246, "p1softloss_sum": 86966.80050046954, "ptsoftentr_sum": 636149.1906079089, "wdnormal_batch": 0.006280996995487123, "Ip0softloss_sum": 653691.9652255794, "Ip1softloss_sum": 86962.13442299547, "gnorm_cap_batch": 42680.71286391757, "norm_noreg_batch": 297014.81914518826, "window_end_batch": 56567022018.7988, "norm_normal_batch": 593022.3234352546, "norm_output_batch": 126793.55384547071, "window_start_batch": 54729570337.577576, "sekiweightscale_sum": 681920.1523441108, "norm_normal_gamma_batch": 399402.9947372597, "norm_output_noreg_batch": 10619.015003885079 }, "weights": { "wsum": 4812372352.0, "nsamp": 4812372352.0, "loss_sum": 127999.99999999262, "oloss_sum": 127999.99999999262, "pacc1_sum": 127999.99999999262, "sloss_sum": 127999.99999999262, "vloss_sum": 127999.99999999262, "Ioloss_sum": 127999.99999999262, "Ipacc1_sum": 127999.99999999262, "Isloss_sum": 127999.99999999262, "Ivloss_sum": 127999.99999999262, "fploss_sum": 127999.99999999262, "p0loss_sum": 127999.99999999262, "p1loss_sum": 127999.99999999262, "pslr_batch": 10.1001001001001, "ptentr_sum": 127999.99999999262, "skloss_sum": 127999.99999999262, "smloss_sum": 127999.99999999262, "Ifploss_sum": 127999.99999999262, "Ip0loss_sum": 127999.99999999262, "Ip1loss_sum": 127999.99999999262, "Iskloss_sum": 127999.99999999262, "Ismloss_sum": 127999.99999999262, "exgnorm_sum": 127883.2077723425, "gnorm_batch": 10.1001000991001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 10.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 10.1001001001001, "norm_noreg_batch": 10.1001001001001, "window_end_batch": 10.1001001001001, "norm_normal_batch": 10.1001001001001, "norm_output_batch": 10.1001001001001, "window_start_batch": 10.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 10.1001001001001, "norm_output_noreg_batch": 10.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800109.8997802734, "nsamp": 800256.0, "loss_sum": 19914012.989746094, "oloss_sum": 181950.88404083252, "pacc1_sum": 207967.2099609375, "sloss_sum": 146737.58979797363, "vloss_sum": 222255.77545928955, "Ioloss_sum": 181909.21563720703, "Ipacc1_sum": 208043.1499633789, "Isloss_sum": 146677.16082763672, "Ivloss_sum": 222612.42892456055, "fploss_sum": 63937.28582382202, "p0loss_sum": 666110.0712280273, "p1loss_sum": 115073.88716125488, "ptentr_sum": 372068.3582839966, "skloss_sum": 38305.022651314735, "smloss_sum": 16190.949833512306, "wsum_train": 11982766380.032501, "Ifploss_sum": 63892.23615074158, "Ip0loss_sum": 665965.764755249, "Ip1loss_sum": 115016.70403671265, "Iskloss_sum": 38258.442316651344, "Ismloss_sum": 16199.675973534584, "nsamp_train": 11983950592.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3187.218101799488, "vsquare_sum": 157254.69478988647, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3195.5106174349785, "Ivsquare_sum": 161748.74254608154, "esstloss_sum": 4752.571437751874, "evstloss_sum": 6438.137150973082, "leadloss_sum": 1780.9331490509212, "tdvloss1_sum": 51882.17231750488, "tdvloss2_sum": 30831.15115594864, "tdvloss3_sum": 22528.177481651306, "Iesstloss_sum": 4773.753639694303, "Ievstloss_sum": 6759.556623548269, "Ileadloss_sum": 1783.0613675415516, "Itdvloss1_sum": 52176.74496078491, "Itdvloss2_sum": 31108.90376996994, "Itdvloss3_sum": 22810.574160575867, "sbcdfloss_sum": 26222.588493824005, "sbpdfloss_sum": 18398.05139064789, "sdregloss_sum": 9.147629470971879, "vtimeloss_sum": 20423.753555893898, "Isbcdfloss_sum": 26213.95712018013, "Isbpdfloss_sum": 18354.375187397003, "Isdregloss_sum": 5.745106325834058, "Ivtimeloss_sum": 20424.36615920067, "p0softloss_sum": 2043304.9146728516, "p1softloss_sum": 272226.82009124756, "ptsoftentr_sum": 1988052.3833007812, "Ip0softloss_sum": 2043272.9860229492, "Ip1softloss_sum": 272213.7914047241, "norm_noreg_batch": 91926.66664453126, "norm_normal_batch": 183541.4659453125, "norm_output_batch": 39242.84544140625, "sekiweightscale_sum": 2800384.649230957, "norm_normal_gamma_batch": 123615.93604687501, "norm_output_noreg_batch": 3286.6051186523437 }, "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": 4812372352.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4812372352.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 81.00826031608621, "log_gamma_uncertainty": 0.043514465367842585, "log_gamma_lower_confidence": 80.92123138535052, "log_gamma_upper_confidence": 81.09528924682189, "log_gamma_game_count": 2650, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11953582336-d5592971548/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11953582336-d5592971548", "created_at": "2025-11-28T01:22:10.596303Z", "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-s11953582336-d5592971548.bin.gz", "model_file_bytes": 271450610, "model_file_sha256": "27ab64985e1fc161a7c56d47abeeeb3a597a05f67fdb47f9b579f3ee2d19d29b", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11953582336-d5592971548.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11923456768-d5584765134/?format=api", "train_step": 11953582336, "total_num_data_rows": 5592971548, "extra_stats": { "sums": { "wsum": 11952403268.36026, "nsamp": 11953582336.0, "loss_sum": 6363678.474017005, "oloss_sum": 58077.875188631915, "pacc1_sum": 66698.04575421584, "sloss_sum": 46838.17018475349, "vloss_sum": 69766.46853354051, "Ioloss_sum": 58064.072943419225, "Ipacc1_sum": 66699.08826576888, "Isloss_sum": 46819.48303741309, "Ivloss_sum": 69272.09402740235, "fploss_sum": 20420.482732415767, "p0loss_sum": 212122.98243578093, "p1loss_sum": 36758.63751497881, "pslr_batch": 0.0005050510510510508, "ptentr_sum": 119290.57382120744, "skloss_sum": 9469.818721264108, "smloss_sum": 4983.40462267491, "Ifploss_sum": 20409.41106434838, "Ip0loss_sum": 212003.25980840658, "Ip1loss_sum": 36739.537464014305, "Iskloss_sum": 9463.43101065569, "Ismloss_sum": 4967.9383623799085, "exgnorm_sum": 0.00391986965847761, "gnorm_batch": 56768.58935262893, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 965.3447938755739, "vsquare_sum": 49984.48604157967, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 953.0743180438865, "Ivsquare_sum": 50652.9910152787, "esstloss_sum": 1322.911127110715, "evstloss_sum": 1813.138017930641, "leadloss_sum": 530.0501706693458, "tdvloss1_sum": 15844.587333091868, "tdvloss2_sum": 9463.514010326504, "tdvloss3_sum": 7012.148077363409, "Iesstloss_sum": 1300.1909025766556, "Ievstloss_sum": 1730.5921471484237, "Ileadloss_sum": 509.8603346542886, "Itdvloss1_sum": 15466.049285223173, "Itdvloss2_sum": 9140.461927221577, "Itdvloss3_sum": 6719.4868572351, "sbcdfloss_sum": 8172.647342793318, "sbpdfloss_sum": 5835.157286504118, "sdregloss_sum": 2.6290770320640915, "vtimeloss_sum": 6556.232991954637, "Isbcdfloss_sum": 8144.897228027194, "Isbpdfloss_sum": 5808.648057781349, "Isdregloss_sum": 1.4402662599342317, "Ivtimeloss_sum": 6546.205464000767, "p0softloss_sum": 653707.7000328674, "p1softloss_sum": 87151.13103680393, "ptsoftentr_sum": 636128.2407456588, "wdnormal_batch": 0.02990113487428504, "Ip0softloss_sum": 653668.5427068407, "Ip1softloss_sum": 87146.32558840913, "gnorm_cap_batch": 203260.02126233568, "norm_noreg_batch": 1414583.0074620284, "window_end_batch": 269022491315.81183, "norm_normal_batch": 2823704.977414927, "norm_output_batch": 603828.1818580772, "window_start_batch": 260280191388.4965, "sekiweightscale_sum": 680699.5550693744, "norm_normal_gamma_batch": 1901560.7388064642, "norm_output_noreg_batch": 50571.14371549102 }, "weights": { "wsum": 4797188224.0, "nsamp": 4797188224.0, "loss_sum": 127999.99999999262, "oloss_sum": 127999.99999999262, "pacc1_sum": 127999.99999999262, "sloss_sum": 127999.99999999262, "vloss_sum": 127999.99999999262, "Ioloss_sum": 127999.99999999262, "Ipacc1_sum": 127999.99999999262, "Isloss_sum": 127999.99999999262, "Ivloss_sum": 127999.99999999262, "fploss_sum": 127999.99999999262, "p0loss_sum": 127999.99999999262, "p1loss_sum": 127999.99999999262, "pslr_batch": 48.1001001001001, "ptentr_sum": 127999.99999999262, "skloss_sum": 127999.99999999262, "smloss_sum": 127999.99999999262, "Ifploss_sum": 127999.99999999262, "Ip0loss_sum": 127999.99999999262, "Ip1loss_sum": 127999.99999999262, "Iskloss_sum": 127999.99999999262, "Ismloss_sum": 127999.99999999262, "exgnorm_sum": 127987.6396407297, "gnorm_batch": 48.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 48.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 48.1001001001001, "norm_noreg_batch": 48.1001001001001, "window_end_batch": 48.1001001001001, "norm_normal_batch": 48.1001001001001, "norm_output_batch": 48.1001001001001, "window_start_batch": 48.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 48.1001001001001, "norm_output_noreg_batch": 48.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800118.5197753906, "nsamp": 800256.0, "loss_sum": 19914061.560058594, "oloss_sum": 181385.79536819458, "pacc1_sum": 207880.8999633789, "sloss_sum": 146275.95112228394, "vloss_sum": 221896.67784118652, "Ioloss_sum": 181355.24252319336, "Ipacc1_sum": 207964.1499633789, "Isloss_sum": 146214.75092315674, "Ivloss_sum": 221626.00888061523, "fploss_sum": 63874.69883728027, "p0loss_sum": 667444.3797607422, "p1loss_sum": 115043.04497337341, "ptentr_sum": 373092.35944366455, "skloss_sum": 39859.18317914009, "smloss_sum": 15857.188390254974, "wsum_train": 11952403268.36026, "Ifploss_sum": 63833.802461624146, "Ip0loss_sum": 667342.3386077881, "Ip1loss_sum": 114991.93627929688, "Iskloss_sum": 39882.0376483202, "Ismloss_sum": 15837.858956813812, "nsamp_train": 11953582336.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3127.0864249169827, "vsquare_sum": 154171.92695236206, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3115.168136328459, "Ivsquare_sum": 157220.9615135193, "esstloss_sum": 4628.697172699496, "evstloss_sum": 6190.572123080492, "leadloss_sum": 1715.13650418818, "tdvloss1_sum": 51621.40128040314, "tdvloss2_sum": 30679.018401622772, "tdvloss3_sum": 22404.358477830887, "Iesstloss_sum": 4601.14900233224, "Ievstloss_sum": 6191.095909446478, "Ileadloss_sum": 1690.0998127833009, "Itdvloss1_sum": 51332.499163627625, "Itdvloss2_sum": 30402.079778671265, "Itdvloss3_sum": 22146.32351398468, "sbcdfloss_sum": 25844.560478448868, "sbpdfloss_sum": 18289.532413959503, "sdregloss_sum": 8.352220629691146, "vtimeloss_sum": 20187.341643095016, "Isbcdfloss_sum": 25814.638308525085, "Isbpdfloss_sum": 18232.757164001465, "Isdregloss_sum": 5.197230753110489, "Ivtimeloss_sum": 20176.461073756218, "p0softloss_sum": 2043360.8690185547, "p1softloss_sum": 272245.8078918457, "ptsoftentr_sum": 1988194.6553955078, "Ip0softloss_sum": 2043354.964416504, "Ip1softloss_sum": 272236.03481292725, "norm_noreg_batch": 91933.05296484375, "norm_normal_batch": 183510.926390625, "norm_output_batch": 39242.46995507812, "sekiweightscale_sum": 2800414.819213867, "norm_normal_gamma_batch": 123581.25698437501, "norm_output_noreg_batch": 3286.5932893066406 }, "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": 4797188224.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4797188224.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.97576646317323, "log_gamma_uncertainty": 0.04165621745128965, "log_gamma_lower_confidence": 80.89245402827065, "log_gamma_upper_confidence": 81.05907889807581, "log_gamma_game_count": 2995, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11923456768-d5584765134/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11923456768-d5584765134", "created_at": "2025-11-24T15:10:47.233388Z", "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-s11923456768-d5584765134.bin.gz", "model_file_bytes": 271449544, "model_file_sha256": "18f0759de9d097120afcec53fff4897efbf3d76c68a8ecd2985aae83456f1574", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11923456768-d5584765134.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11893808896-d5577280807/?format=api", "train_step": 11923456768, "total_num_data_rows": 5584765134, "extra_stats": { "sums": { "wsum": 11922282873.948029, "nsamp": 11923456768.0, "loss_sum": 6362138.269052937, "oloss_sum": 58092.98227178937, "pacc1_sum": 66745.76986073941, "sloss_sum": 46856.48121955101, "vloss_sum": 69774.91214116174, "Ioloss_sum": 58080.5002742358, "Ipacc1_sum": 66737.50992511548, "Isloss_sum": 46837.61796758249, "Ivloss_sum": 69336.22636927913, "fploss_sum": 20444.446315229434, "p0loss_sum": 211880.70402890645, "p1loss_sum": 36730.951251522514, "pslr_batch": 0.00031605105105105105, "ptentr_sum": 119124.34555572667, "skloss_sum": 9494.038107589344, "smloss_sum": 5037.401237090743, "Ifploss_sum": 20433.021269827743, "Ip0loss_sum": 211785.83670098617, "Ip1loss_sum": 36709.19981971557, "Iskloss_sum": 9488.656453910447, "Ismloss_sum": 5024.540245234446, "exgnorm_sum": 984.0789351455179, "gnorm_batch": 34274.629550126505, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 952.4479352320026, "vsquare_sum": 49992.49031477929, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 942.6778206136662, "Ivsquare_sum": 50500.64971017716, "esstloss_sum": 1305.6576701423664, "evstloss_sum": 1772.6163783706672, "leadloss_sum": 537.1513747219067, "tdvloss1_sum": 15785.835851264233, "tdvloss2_sum": 9378.347674653987, "tdvloss3_sum": 6916.014937182189, "Iesstloss_sum": 1287.5616432290467, "Ievstloss_sum": 1705.3654406222277, "Ileadloss_sum": 519.5748597150717, "Itdvloss1_sum": 15455.985978779405, "Itdvloss2_sum": 9102.116879646954, "Itdvloss3_sum": 6672.68400929433, "sbcdfloss_sum": 8221.997974971151, "sbpdfloss_sum": 5828.637901841805, "sdregloss_sum": 2.515054879547258, "vtimeloss_sum": 6446.8455682947415, "Isbcdfloss_sum": 8197.279704066654, "Isbpdfloss_sum": 5803.766475574965, "Isdregloss_sum": 1.4027704899042674, "Ivtimeloss_sum": 6437.510998912338, "p0softloss_sum": 653553.4185879963, "p1softloss_sum": 87137.83812341596, "ptsoftentr_sum": 635962.4159655271, "wdnormal_batch": 0.01870670758228589, "Ip0softloss_sum": 653519.6365847252, "Ip1softloss_sum": 87132.80326426247, "gnorm_cap_batch": 127196.13833676932, "norm_noreg_batch": 885279.9407247528, "window_end_batch": 168101989568.94894, "norm_normal_batch": 1766751.3815999574, "norm_output_batch": 377860.35112211277, "window_start_batch": 162636768242.85284, "sekiweightscale_sum": 684673.2302253232, "norm_normal_gamma_batch": 1189594.1463908618, "norm_output_noreg_batch": 31646.515305029003 }, "weights": { "wsum": 4782125440.0, "nsamp": 4782125440.0, "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": 127991.93046556915, "gnorm_batch": 30.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 30.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 30.1001001001001, "norm_noreg_batch": 30.1001001001001, "window_end_batch": 30.1001001001001, "norm_normal_batch": 30.1001001001001, "norm_output_batch": 30.1001001001001, "window_start_batch": 30.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 30.1001001001001, "norm_output_noreg_batch": 30.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800105.0397949219, "nsamp": 800256.0, "loss_sum": 19921153.244140625, "oloss_sum": 181513.08505249023, "pacc1_sum": 207493.81994628906, "sloss_sum": 146452.59294509888, "vloss_sum": 222937.40251922607, "Ioloss_sum": 181467.22996902466, "Ipacc1_sum": 207534.75994873047, "Isloss_sum": 146388.2624092102, "Ivloss_sum": 222526.25661849976, "fploss_sum": 63948.02931404114, "p0loss_sum": 667644.2678222656, "p1loss_sum": 115192.08887863159, "ptentr_sum": 372534.5286102295, "skloss_sum": 38953.4111918211, "smloss_sum": 15923.88382089138, "wsum_train": 11922282873.948029, "Ifploss_sum": 63903.795640945435, "Ip0loss_sum": 667412.5361633301, "Ip1loss_sum": 115137.75758934021, "Iskloss_sum": 38921.05979132652, "Ismloss_sum": 15927.347971081734, "nsamp_train": 11923456768.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3146.618485569954, "vsquare_sum": 156096.68703460693, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3149.8809027671814, "Ivsquare_sum": 159306.91205978394, "esstloss_sum": 4996.802604131401, "evstloss_sum": 6625.9512130618095, "leadloss_sum": 1781.536110676825, "tdvloss1_sum": 52440.13832473755, "tdvloss2_sum": 31428.044510364532, "tdvloss3_sum": 23104.33713531494, "Iesstloss_sum": 5042.22170900926, "Ievstloss_sum": 6561.421529471874, "Ileadloss_sum": 1769.5636862367392, "Itdvloss1_sum": 52032.522015571594, "Itdvloss2_sum": 31036.40275478363, "Itdvloss3_sum": 22724.99667930603, "sbcdfloss_sum": 25930.247402191162, "sbpdfloss_sum": 18327.46227788925, "sdregloss_sum": 7.53259120893199, "vtimeloss_sum": 20226.965685248375, "Isbcdfloss_sum": 25911.062534570694, "Isbpdfloss_sum": 18277.806009292603, "Isdregloss_sum": 4.399162963003619, "Ivtimeloss_sum": 20223.262954115868, "p0softloss_sum": 2043457.980834961, "p1softloss_sum": 272257.0997314453, "ptsoftentr_sum": 1988141.1379394531, "Ip0softloss_sum": 2043418.4154052734, "Ip1softloss_sum": 272247.1931838989, "norm_noreg_batch": 91939.20727734375, "norm_normal_batch": 183483.5983125, "norm_output_batch": 39242.115837890626, "sekiweightscale_sum": 2800367.6392822266, "norm_normal_gamma_batch": 123543.86709375, "norm_output_noreg_batch": 3286.599013183594 }, "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": 4782125440.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4782125440.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.94469679924022, "log_gamma_uncertainty": 0.04033256931745582, "log_gamma_lower_confidence": 80.8640316606053, "log_gamma_upper_confidence": 81.02536193787513, "log_gamma_game_count": 3155, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11893808896-d5577280807/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11893808896-d5577280807", "created_at": "2025-11-21T11:44:25.027330Z", "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-s11893808896-d5577280807.bin.gz", "model_file_bytes": 271453055, "model_file_sha256": "02771cee5fdf4434ccad24773a82fe0ddf460e441362b70efa2a25d0a973da9d", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11893808896-d5577280807.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11863688960-d5569859068/?format=api", "train_step": 11893808896, "total_num_data_rows": 5577280807, "extra_stats": { "sums": { "wsum": 11892640083.735504, "nsamp": 11893808896.0, "loss_sum": 6362764.509504686, "oloss_sum": 58017.65838918776, "pacc1_sum": 66661.36868699557, "sloss_sum": 46804.76969272703, "vloss_sum": 69949.48145216468, "Ioloss_sum": 58003.88966051911, "Ipacc1_sum": 66697.59145717477, "Isloss_sum": 46785.73939945257, "Ivloss_sum": 69406.70547008215, "fploss_sum": 20424.64850290348, "p0loss_sum": 211626.01864300287, "p1loss_sum": 36694.67410955658, "pslr_batch": 0.0004840510510510508, "ptentr_sum": 118774.76127359226, "skloss_sum": 9374.813695239935, "smloss_sum": 4966.098867035391, "Ifploss_sum": 20413.92241838435, "Ip0loss_sum": 211511.89547090555, "Ip1loss_sum": 36673.70511558371, "Iskloss_sum": 9362.016888393007, "Ismloss_sum": 4950.044338304735, "exgnorm_sum": 3.636553570970157, "gnorm_batch": 53673.38677624696, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 955.1532470484279, "vsquare_sum": 49768.344273588344, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 945.017979862532, "Ivsquare_sum": 50399.90844806162, "esstloss_sum": 1371.793077173685, "evstloss_sum": 1803.6215139431836, "leadloss_sum": 535.7824205869296, "tdvloss1_sum": 15874.371993819144, "tdvloss2_sum": 9483.238892239888, "tdvloss3_sum": 7016.215919231592, "Iesstloss_sum": 1346.3080285954804, "Ievstloss_sum": 1717.93133854756, "Ileadloss_sum": 516.5512119235399, "Itdvloss1_sum": 15477.81239455923, "Itdvloss2_sum": 9150.4965518842, "Itdvloss3_sum": 6720.474267447031, "sbcdfloss_sum": 8127.682935407269, "sbpdfloss_sum": 5808.82927089996, "sdregloss_sum": 2.6000227440986063, "vtimeloss_sum": 6466.157089797564, "Isbcdfloss_sum": 8098.251369317196, "Isbpdfloss_sum": 5782.388796378742, "Isdregloss_sum": 1.4827845019445787, "Ivtimeloss_sum": 6455.969039336465, "p0softloss_sum": 653684.9063100773, "p1softloss_sum": 87145.36496315255, "ptsoftentr_sum": 636078.7887209437, "wdnormal_batch": 0.02864321543595974, "Ip0softloss_sum": 653646.8842425996, "Ip1softloss_sum": 87139.96431477884, "gnorm_cap_batch": 194808.47871505053, "norm_noreg_batch": 1355955.8169312747, "window_end_batch": 257113203489.06708, "norm_normal_batch": 2705571.738126898, "norm_output_batch": 578713.874946988, "window_start_batch": 248750630256.17618, "sekiweightscale_sum": 680661.8569437431, "norm_normal_gamma_batch": 1821411.3309560416, "norm_output_noreg_batch": 48467.7621684124 }, "weights": { "wsum": 4767301504.0, "nsamp": 4767301504.0, "loss_sum": 127999.99999999262, "oloss_sum": 127999.99999999262, "pacc1_sum": 127999.99999999262, "sloss_sum": 127999.99999999262, "vloss_sum": 127999.99999999262, "Ioloss_sum": 127999.99999999262, "Ipacc1_sum": 127999.99999999262, "Isloss_sum": 127999.99999999262, "Ivloss_sum": 127999.99999999262, "fploss_sum": 127999.99999999262, "p0loss_sum": 127999.99999999262, "p1loss_sum": 127999.99999999262, "pslr_batch": 46.1001001001001, "ptentr_sum": 127999.99999999262, "skloss_sum": 127999.99999999262, "smloss_sum": 127999.99999999262, "Ifploss_sum": 127999.99999999262, "Ip0loss_sum": 127999.99999999262, "Ip1loss_sum": 127999.99999999262, "Iskloss_sum": 127999.99999999262, "Ismloss_sum": 127999.99999999262, "exgnorm_sum": 127946.92374363118, "gnorm_batch": 46.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 46.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 46.1001001001001, "norm_noreg_batch": 46.1001001001001, "window_end_batch": 46.1001001001001, "norm_normal_batch": 46.1001001001001, "norm_output_batch": 46.1001001001001, "window_start_batch": 46.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 46.1001001001001, "norm_output_noreg_batch": 46.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800121.5397949219, "nsamp": 800256.0, "loss_sum": 19914125.819335938, "oloss_sum": 181450.086353302, "pacc1_sum": 208000.2099609375, "sloss_sum": 146298.19275665283, "vloss_sum": 221422.89375305176, "Ioloss_sum": 181390.4154396057, "Ipacc1_sum": 208175.3999633789, "Isloss_sum": 146230.25228500366, "Ivloss_sum": 221083.77473831177, "fploss_sum": 63848.09177207947, "p0loss_sum": 667266.8959197998, "p1loss_sum": 114971.02593421936, "ptentr_sum": 372955.4542160034, "skloss_sum": 39817.34125292301, "smloss_sum": 15967.251579999924, "wsum_train": 11892640083.735504, "Ifploss_sum": 63801.741565704346, "Ip0loss_sum": 667081.6107635498, "Ip1loss_sum": 114915.1475906372, "Iskloss_sum": 39782.89879786968, "Ismloss_sum": 15946.11887037754, "nsamp_train": 11893808896.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3140.1442905515432, "vsquare_sum": 153991.33627319336, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3128.1856191307306, "Ivsquare_sum": 157424.94356918335, "esstloss_sum": 4572.687140865251, "evstloss_sum": 6112.811545282602, "leadloss_sum": 1713.5522744990885, "tdvloss1_sum": 51338.15803718567, "tdvloss2_sum": 30559.111176013947, "tdvloss3_sum": 22347.59189081192, "Iesstloss_sum": 4554.020405223593, "Ievstloss_sum": 6103.7213578522205, "Ileadloss_sum": 1695.477068670094, "Itdvloss1_sum": 50971.51156902313, "Itdvloss2_sum": 30213.769926548004, "Itdvloss3_sum": 22033.3964676857, "sbcdfloss_sum": 25925.696750164032, "sbpdfloss_sum": 18288.429089546204, "sdregloss_sum": 8.234140718763229, "vtimeloss_sum": 20762.554554343224, "Isbcdfloss_sum": 25882.329945087433, "Isbpdfloss_sum": 18229.650648117065, "Isdregloss_sum": 4.800115664751502, "Ivtimeloss_sum": 20746.197633743286, "p0softloss_sum": 2043650.1672973633, "p1softloss_sum": 272091.48051452637, "ptsoftentr_sum": 1988501.007446289, "Ip0softloss_sum": 2043610.7080688477, "Ip1softloss_sum": 272080.8684616089, "norm_noreg_batch": 91946.04540234375, "norm_normal_batch": 183461.7773671875, "norm_output_batch": 39241.981517578126, "sekiweightscale_sum": 2800425.3892822266, "norm_normal_gamma_batch": 123507.8570390625, "norm_output_noreg_batch": 3286.550169433594 }, "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": 4767301504.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4767301504.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 81.00052003404471, "log_gamma_uncertainty": 0.040394025597871065, "log_gamma_lower_confidence": 80.91973198284897, "log_gamma_upper_confidence": 81.08130808524045, "log_gamma_game_count": 3161, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11863688960-d5569859068/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11863688960-d5569859068", "created_at": "2025-11-18T12:33:01.000480Z", "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-s11863688960-d5569859068.bin.gz", "model_file_bytes": 271446822, "model_file_sha256": "8bfaacbb306f973815864e1a87401af459596b735144fd3af511ae473a3b8020", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11863688960-d5569859068.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11833556736-d5561097143/?format=api", "train_step": 11863688960, "total_num_data_rows": 5569859068, "extra_stats": { "sums": { "wsum": 11862525357.903473, "nsamp": 11863688960.0, "loss_sum": 6361933.421504251, "oloss_sum": 57821.59087909487, "pacc1_sum": 66670.59362513458, "sloss_sum": 46626.453731538386, "vloss_sum": 69932.44456461107, "Ioloss_sum": 57807.631874343046, "Ipacc1_sum": 66660.20703639011, "Isloss_sum": 46606.82511121683, "Ivloss_sum": 69389.87474467962, "fploss_sum": 20435.598684165416, "p0loss_sum": 211575.0825178096, "p1loss_sum": 36732.55374950694, "pslr_batch": 0.00037905105105105096, "ptentr_sum": 118683.452753049, "skloss_sum": 9490.74740078303, "smloss_sum": 4931.421041478474, "Ifploss_sum": 20424.764448394104, "Ip0loss_sum": 211452.90984670463, "Ip1loss_sum": 36714.04946306545, "Iskloss_sum": 9484.526144509648, "Ismloss_sum": 4914.977577629789, "exgnorm_sum": 614.137419297772, "gnorm_batch": 46694.77541876562, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 947.7058887395275, "vsquare_sum": 50057.248446723905, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 935.0771894283948, "Ivsquare_sum": 50713.32440394155, "esstloss_sum": 1317.791949883517, "evstloss_sum": 1848.0583248168352, "leadloss_sum": 533.3833725065293, "tdvloss1_sum": 15889.69332365749, "tdvloss2_sum": 9497.80952073768, "tdvloss3_sum": 7039.0050768501915, "Iesstloss_sum": 1300.1414391345877, "Ievstloss_sum": 1752.514562203267, "Ileadloss_sum": 512.8513269813197, "Itdvloss1_sum": 15474.771296263989, "Itdvloss2_sum": 9140.560568488816, "Itdvloss3_sum": 6716.14700069332, "sbcdfloss_sum": 8094.944882107262, "sbpdfloss_sum": 5807.521062251914, "sdregloss_sum": 2.7100804417873325, "vtimeloss_sum": 6413.340532250132, "Isbcdfloss_sum": 8065.305550747493, "Isbpdfloss_sum": 5781.749211776974, "Isdregloss_sum": 1.5105570052198232, "Ivtimeloss_sum": 6401.383797909957, "p0softloss_sum": 653624.1541811546, "p1softloss_sum": 87139.4877123317, "ptsoftentr_sum": 636016.8254471308, "wdnormal_batch": 0.022424593598938055, "Ip0softloss_sum": 653581.0729589056, "Ip1softloss_sum": 87134.34850239294, "gnorm_cap_batch": 152550.76597862478, "norm_noreg_batch": 1061922.5668384181, "window_end_batch": 201072469898.25024, "norm_normal_batch": 2118419.3865662147, "norm_output_batch": 453178.9946721662, "window_start_batch": 194529912551.43143, "sekiweightscale_sum": 678306.7040773805, "norm_normal_gamma_batch": 1425898.3089185625, "norm_output_noreg_batch": 37952.55656541961 }, "weights": { "wsum": 4752241536.0, "nsamp": 4752241536.0, "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": 36.1001001001001, "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": 127870.59084922858, "gnorm_batch": 36.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 36.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 36.1001001001001, "norm_noreg_batch": 36.1001001001001, "window_end_batch": 36.1001001001001, "norm_normal_batch": 36.1001001001001, "norm_output_batch": 36.1001001001001, "window_start_batch": 36.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 36.1001001001001, "norm_output_noreg_batch": 36.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800138.8198242188, "nsamp": 800256.0, "loss_sum": 19940921.04296875, "oloss_sum": 180769.21379089355, "pacc1_sum": 207444.6499633789, "sloss_sum": 145801.64559173584, "vloss_sum": 222956.05976867676, "Ioloss_sum": 180734.9060974121, "Ipacc1_sum": 207455.6499633789, "Isloss_sum": 145743.7332458496, "Ivloss_sum": 227230.84410858154, "fploss_sum": 63832.40467834473, "p0loss_sum": 668275.9005584717, "p1loss_sum": 115137.07501983643, "ptentr_sum": 373012.8830947876, "skloss_sum": 39972.05908882618, "smloss_sum": 15807.542625069618, "wsum_train": 11862525357.903473, "Ifploss_sum": 63788.90539550781, "Ip0loss_sum": 668422.2557373047, "Ip1loss_sum": 115089.68476104736, "Iskloss_sum": 39932.79902386665, "Ismloss_sum": 15847.005481362343, "nsamp_train": 11863688960.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3125.966284736991, "vsquare_sum": 155674.5580368042, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3156.253323048353, "Ivsquare_sum": 160374.87927246094, "esstloss_sum": 4894.789471849799, "evstloss_sum": 6812.594118505716, "leadloss_sum": 1781.692567113787, "tdvloss1_sum": 53012.32573890686, "tdvloss2_sum": 32096.360288619995, "tdvloss3_sum": 23792.912967920303, "Iesstloss_sum": 4954.865594991483, "Ievstloss_sum": 8565.127707511187, "Ileadloss_sum": 1809.0273833461106, "Itdvloss1_sum": 56792.14606380463, "Itdvloss2_sum": 35581.43640756607, "Itdvloss3_sum": 27078.174929857254, "sbcdfloss_sum": 25771.596487045288, "sbpdfloss_sum": 18283.98274374008, "sdregloss_sum": 7.704473314108327, "vtimeloss_sum": 20258.98693114519, "Isbcdfloss_sum": 25830.936182498932, "Isbpdfloss_sum": 18346.181471824646, "Isdregloss_sum": 4.957485255115898, "Ivtimeloss_sum": 20291.75150358677, "p0softloss_sum": 2044204.6807250977, "p1softloss_sum": 272248.88508605957, "ptsoftentr_sum": 1988688.6614379883, "Ip0softloss_sum": 2044245.5530395508, "Ip1softloss_sum": 272240.68354797363, "norm_noreg_batch": 91954.65411328126, "norm_normal_batch": 183439.272609375, "norm_output_batch": 39241.929621093754, "sekiweightscale_sum": 2800485.8693847656, "norm_normal_gamma_batch": 123472.0179375, "norm_output_noreg_batch": 3286.4066909179687 }, "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": 4752241536.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4752241536.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 81.02290862247834, "log_gamma_uncertainty": 0.03965886260844922, "log_gamma_lower_confidence": 80.94359089726144, "log_gamma_upper_confidence": 81.10222634769524, "log_gamma_game_count": 3246, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11833556736-d5561097143/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11833556736-d5561097143", "created_at": "2025-11-15T03:36:38.544652Z", "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-s11833556736-d5561097143.bin.gz", "model_file_bytes": 271452506, "model_file_sha256": "12248c656a933b61295e7108f4116b4a622191c8a2367dd6759eb69790c52a14", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11833556736-d5561097143.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11803203328-d5553431682/?format=api", "train_step": 11833556736, "total_num_data_rows": 5561097143, "extra_stats": { "sums": { "wsum": 11832398455.091461, "nsamp": 11833556736.0, "loss_sum": 6361972.768947691, "oloss_sum": 57920.808058865216, "pacc1_sum": 66765.45458098935, "sloss_sum": 46688.2161393539, "vloss_sum": 69491.46330662796, "Ioloss_sum": 57906.50639207278, "Ipacc1_sum": 66816.08026520662, "Isloss_sum": 46669.29303536999, "Ivloss_sum": 69026.03768062676, "fploss_sum": 20434.913082567047, "p0loss_sum": 211593.55728438933, "p1loss_sum": 36680.663982413265, "pslr_batch": 0.000337051051051051, "ptentr_sum": 118706.46845323539, "skloss_sum": 9655.446687263644, "smloss_sum": 4982.348207160309, "Ifploss_sum": 20424.354838106312, "Ip0loss_sum": 211477.4005244694, "Ip1loss_sum": 36660.7235296273, "Iskloss_sum": 9645.026105140458, "Ismloss_sum": 4967.701672588166, "exgnorm_sum": 2.8418518254326137e-05, "gnorm_batch": 37068.32107958336, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 952.8638290258344, "vsquare_sum": 50134.502325961985, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 942.2473468600809, "Ivsquare_sum": 50706.197366972985, "esstloss_sum": 1210.1562170429727, "evstloss_sum": 1797.0669022225131, "leadloss_sum": 547.1398236042077, "tdvloss1_sum": 15794.024271599286, "tdvloss2_sum": 9405.665743661122, "tdvloss3_sum": 6948.968623222322, "Iesstloss_sum": 1191.1692306986963, "Ievstloss_sum": 1712.3125505405574, "Ileadloss_sum": 526.8777728367405, "Itdvloss1_sum": 15423.42205091308, "Itdvloss2_sum": 9088.334870361281, "Itdvloss3_sum": 6665.642053408875, "sbcdfloss_sum": 8153.750277613246, "sbpdfloss_sum": 5812.138517493332, "sdregloss_sum": 2.520384811996492, "vtimeloss_sum": 6555.885309026995, "Isbcdfloss_sum": 8125.602396811155, "Isbpdfloss_sum": 5785.4327698191855, "Isdregloss_sum": 1.3764600958474627, "Ivtimeloss_sum": 6546.76928660043, "p0softloss_sum": 653679.937034778, "p1softloss_sum": 87092.25358359837, "ptsoftentr_sum": 636096.2976218332, "wdnormal_batch": 0.019931996540926367, "Ip0softloss_sum": 653642.0905406948, "Ip1softloss_sum": 87087.56365170026, "gnorm_cap_batch": 135647.68088405448, "norm_noreg_batch": 944323.1244384742, "window_end_batch": 178511774956.68066, "norm_normal_batch": 1883418.6951331715, "norm_output_batch": 402963.3160835613, "window_start_batch": 172700464737.14514, "sekiweightscale_sum": 676562.8559121144, "norm_normal_gamma_batch": 1267543.9058478987, "norm_output_noreg_batch": 33747.178227216034 }, "weights": { "wsum": 4737175424.0, "nsamp": 4737175424.0, "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": 127971.55767476052, "gnorm_batch": 32.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 32.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 32.1001001001001, "norm_noreg_batch": 32.1001001001001, "window_end_batch": 32.1001001001001, "norm_normal_batch": 32.1001001001001, "norm_output_batch": 32.1001001001001, "window_start_batch": 32.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 32.1001001001001, "norm_output_noreg_batch": 32.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800137.33984375, "nsamp": 800256.0, "loss_sum": 19919318.36279297, "oloss_sum": 181201.9488067627, "pacc1_sum": 207030.63995361328, "sloss_sum": 146185.14978027344, "vloss_sum": 221875.95008468628, "Ioloss_sum": 181166.83126068115, "Ipacc1_sum": 207053.13995361328, "Isloss_sum": 146128.59117507935, "Ivloss_sum": 222474.96774673462, "fploss_sum": 63895.10076713562, "p0loss_sum": 668525.4106445312, "p1loss_sum": 115371.77841758728, "ptentr_sum": 372821.6965713501, "skloss_sum": 38782.20029890537, "smloss_sum": 15707.06686758995, "wsum_train": 11832398455.091461, "Ifploss_sum": 63855.67630958557, "Ip0loss_sum": 668550.4975128174, "Ip1loss_sum": 115328.70632362366, "Iskloss_sum": 38761.58300113678, "Ismloss_sum": 15697.17999124527, "nsamp_train": 11833556736.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3072.427428930998, "vsquare_sum": 155672.04782104492, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3063.895902991295, "Ivsquare_sum": 160118.15546798706, "esstloss_sum": 4520.84844006598, "evstloss_sum": 6097.358713209629, "leadloss_sum": 1657.9559781476855, "tdvloss1_sum": 51175.45656776428, "tdvloss2_sum": 30314.64086484909, "tdvloss3_sum": 22101.276176214218, "Iesstloss_sum": 4468.317834233865, "Ievstloss_sum": 6497.748462110758, "Ileadloss_sum": 1628.1388169713318, "Itdvloss1_sum": 51700.3716878891, "Itdvloss2_sum": 30791.350973129272, "Itdvloss3_sum": 22556.09379220009, "sbcdfloss_sum": 25631.83006834984, "sbpdfloss_sum": 18234.60898590088, "sdregloss_sum": 7.556761305779219, "vtimeloss_sum": 20211.726159453392, "Isbcdfloss_sum": 25609.177121162415, "Isbpdfloss_sum": 18194.813007354736, "Isdregloss_sum": 4.620684212131891, "Ivtimeloss_sum": 20199.3212890625, "p0softloss_sum": 2043909.0418701172, "p1softloss_sum": 272518.41804504395, "ptsoftentr_sum": 1988687.5549316406, "Ip0softloss_sum": 2043935.3352050781, "Ip1softloss_sum": 272510.90744018555, "norm_noreg_batch": 91960.8267421875, "norm_normal_batch": 183412.6649765625, "norm_output_batch": 39241.70982421875, "sekiweightscale_sum": 2800480.689453125, "norm_normal_gamma_batch": 123437.070234375, "norm_output_noreg_batch": 3286.39676953125 }, "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": 4737175424.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4737175424.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.9637095458596, "log_gamma_uncertainty": 0.0405172938342991, "log_gamma_lower_confidence": 80.882674958191, "log_gamma_upper_confidence": 81.0447441335282, "log_gamma_game_count": 3157, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11803203328-d5553431682/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11803203328-d5553431682", "created_at": "2025-11-13T00:35:21.373807Z", "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-s11803203328-d5553431682.bin.gz", "model_file_bytes": 271455784, "model_file_sha256": "ac2df23415beec956d09e3f676f404545a7b57a29d539758bdb43d6e640b845e", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11803203328-d5553431682.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11773070080-d5545530634/?format=api", "train_step": 11803203328, "total_num_data_rows": 5553431682, "extra_stats": { "sums": { "wsum": 11802050210.93924, "nsamp": 11803203328.0, "loss_sum": 6362565.105110131, "oloss_sum": 57725.64534875761, "pacc1_sum": 66553.691449262, "sloss_sum": 46564.74733307639, "vloss_sum": 69797.00493863857, "Ioloss_sum": 57712.68250099644, "Ipacc1_sum": 66588.90167153986, "Isloss_sum": 46545.99353807024, "Ivloss_sum": 69375.07829142135, "fploss_sum": 20401.31978496566, "p0loss_sum": 212161.68086792034, "p1loss_sum": 36682.23146255581, "pslr_batch": 0.0006940510510510505, "ptentr_sum": 119200.1197737343, "skloss_sum": 9109.593932196207, "smloss_sum": 4886.124216365191, "Ifploss_sum": 20390.00826814266, "Ip0loss_sum": 212063.4881186635, "Ip1loss_sum": 36664.09984662269, "Iskloss_sum": 9099.670797488, "Ismloss_sum": 4872.271845423557, "exgnorm_sum": 141.45928005978683, "gnorm_batch": 76213.08382749654, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 945.0071159242945, "vsquare_sum": 49973.120969205636, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 935.6316669167745, "Ivsquare_sum": 50516.3406814721, "esstloss_sum": 1248.3032542145686, "evstloss_sum": 1818.8632532723645, "leadloss_sum": 535.3175418896474, "tdvloss1_sum": 15774.351649066142, "tdvloss2_sum": 9406.745709324456, "tdvloss3_sum": 6959.003165398089, "Iesstloss_sum": 1239.2097627130593, "Ievstloss_sum": 1744.1506593649221, "Ileadloss_sum": 517.4832646031148, "Itdvloss1_sum": 15445.221345120279, "Itdvloss2_sum": 9122.803288573621, "Itdvloss3_sum": 6703.1535105014, "sbcdfloss_sum": 8032.995885323664, "sbpdfloss_sum": 5787.133302115137, "sdregloss_sum": 2.448746998123276, "vtimeloss_sum": 6586.300339323932, "Isbcdfloss_sum": 8007.058903234716, "Isbpdfloss_sum": 5762.543830690261, "Isdregloss_sum": 1.483655984890187, "Ivtimeloss_sum": 6576.575436731951, "p0softloss_sum": 653747.3359949222, "p1softloss_sum": 87113.1135392861, "ptsoftentr_sum": 636132.7222142696, "wdnormal_batch": 0.04103641611142927, "Ip0softloss_sum": 653712.447258729, "Ip1softloss_sum": 87107.92667180448, "gnorm_cap_batch": 279323.90418790217, "norm_noreg_batch": 1944691.7214901475, "window_end_batch": 367082390079.2673, "norm_normal_batch": 3877881.543173906, "norm_output_batch": 829772.098005489, "window_start_batch": 355127203274.4745, "sekiweightscale_sum": 687888.7872968473, "norm_normal_gamma_batch": 2609365.2899790537, "norm_output_noreg_batch": 69491.69460412812 }, "weights": { "wsum": 4721998720.0, "nsamp": 4721998720.0, "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": 127877.37671579115, "gnorm_batch": 66.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 66.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 66.1001001001001, "norm_noreg_batch": 66.1001001001001, "window_end_batch": 66.1001001001001, "norm_normal_batch": 66.1001001001001, "norm_output_batch": 66.1001001001001, "window_start_batch": 66.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 66.1001001001001, "norm_output_noreg_batch": 66.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800129.8198242188, "nsamp": 800256.0, "loss_sum": 19917247.072265625, "oloss_sum": 180915.8597869873, "pacc1_sum": 207044.52996826172, "sloss_sum": 145938.02840042114, "vloss_sum": 222483.41123962402, "Ioloss_sum": 180873.87383270264, "Ipacc1_sum": 207119.46997070312, "Isloss_sum": 145879.3080444336, "Ivloss_sum": 222240.92469406128, "fploss_sum": 63937.95751953125, "p0loss_sum": 667715.3696746826, "p1loss_sum": 115614.67966651917, "ptentr_sum": 371820.0180282593, "skloss_sum": 39207.10086989403, "smloss_sum": 15520.115362286568, "wsum_train": 11802050210.93924, "Ifploss_sum": 63893.91802024841, "Ip0loss_sum": 667452.6873168945, "Ip1loss_sum": 115561.36623764038, "Iskloss_sum": 39161.723872065544, "Ismloss_sum": 15510.634756088257, "nsamp_train": 11803203328.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3027.8059587329626, "vsquare_sum": 153376.05114364624, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3024.3338519632816, "Ivsquare_sum": 156566.46155548096, "esstloss_sum": 4453.535235380754, "evstloss_sum": 6291.514535486698, "leadloss_sum": 1715.6707327403128, "tdvloss1_sum": 51537.185750961304, "tdvloss2_sum": 30709.674594402313, "tdvloss3_sum": 22485.196332216263, "Iesstloss_sum": 4463.0910861343145, "Ievstloss_sum": 6336.047964155674, "Ileadloss_sum": 1704.1431461535394, "Itdvloss1_sum": 51342.21780490875, "Itdvloss2_sum": 30566.987768173218, "Itdvloss3_sum": 22387.72145819664, "sbcdfloss_sum": 25417.190888166428, "sbpdfloss_sum": 18186.936388015747, "sdregloss_sum": 7.755063767370302, "vtimeloss_sum": 20327.633793234825, "Isbcdfloss_sum": 25386.940563201904, "Isbpdfloss_sum": 18133.679790496826, "Isdregloss_sum": 4.94647730368888, "Ivtimeloss_sum": 20316.65113544464, "p0softloss_sum": 2043482.3900756836, "p1softloss_sum": 272425.35038757324, "ptsoftentr_sum": 1988163.169555664, "Ip0softloss_sum": 2043418.523010254, "Ip1softloss_sum": 272411.1514663696, "norm_noreg_batch": 91967.98845703126, "norm_normal_batch": 183392.70009375, "norm_output_batch": 39241.51139648438, "sekiweightscale_sum": 2800454.3693847656, "norm_normal_gamma_batch": 123402.0736875, "norm_output_noreg_batch": 3286.3929536132814 }, "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": 4721998720.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4721998720.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.95139869344086, "log_gamma_uncertainty": 0.0405713646675557, "log_gamma_lower_confidence": 80.87025596410575, "log_gamma_upper_confidence": 81.03254142277598, "log_gamma_game_count": 3151, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11773070080-d5545530634/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11773070080-d5545530634", "created_at": "2025-11-10T01:29:04.094691Z", "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-s11773070080-d5545530634.bin.gz", "model_file_bytes": 271453640, "model_file_sha256": "7f1386148b7cf9696883a5d9781fe7a8c5cb6f81139d0c0a730f982096dc98aa", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11773070080-d5545530634.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11743887616-d5538421307/?format=api", "train_step": 11773070080, "total_num_data_rows": 5545530634, "extra_stats": { "sums": { "wsum": 11771922091.026886, "nsamp": 11773070080.0, "loss_sum": 6362597.377182558, "oloss_sum": 57847.84864027509, "pacc1_sum": 66498.91649605813, "sloss_sum": 46643.06539403771, "vloss_sum": 69877.9458107751, "Ioloss_sum": 57835.185126443444, "Ipacc1_sum": 66565.98135050827, "Isloss_sum": 46624.1614019992, "Ivloss_sum": 69385.84397421531, "fploss_sum": 20404.07734553353, "p0loss_sum": 212532.31365812343, "p1loss_sum": 36741.1115629992, "pslr_batch": 0.00021105105105105113, "ptentr_sum": 118984.40372393775, "skloss_sum": 9482.47147101461, "smloss_sum": 4890.868129803692, "Ifploss_sum": 20392.696319350292, "Ip0loss_sum": 212416.40343678492, "Ip1loss_sum": 36721.21369527591, "Iskloss_sum": 9475.454916192168, "Ismloss_sum": 4877.512958158319, "exgnorm_sum": 1.523031596701735e-05, "gnorm_batch": 22746.545760234454, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 930.5151074237838, "vsquare_sum": 50049.4867831211, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 919.693224616502, "Ivsquare_sum": 50679.29527542212, "esstloss_sum": 1241.5011500235503, "evstloss_sum": 1827.6789728007222, "leadloss_sum": 531.1625162531715, "tdvloss1_sum": 15849.043167201899, "tdvloss2_sum": 9463.45698139575, "tdvloss3_sum": 6982.274099514648, "Iesstloss_sum": 1221.035711129145, "Ievstloss_sum": 1734.1040811356465, "Ileadloss_sum": 511.5201185237086, "Itdvloss1_sum": 15456.134151048587, "Itdvloss2_sum": 9120.945668808548, "Itdvloss3_sum": 6676.066186326071, "sbcdfloss_sum": 8047.642413380562, "sbpdfloss_sum": 5789.895215032294, "sdregloss_sum": 2.4373227089082774, "vtimeloss_sum": 6525.11019452095, "Isbcdfloss_sum": 8023.4512065327735, "Isbpdfloss_sum": 5764.453453089282, "Isdregloss_sum": 1.3828258119567627, "Ivtimeloss_sum": 6513.206862352388, "p0softloss_sum": 653661.7413980331, "p1softloss_sum": 87090.61779774235, "ptsoftentr_sum": 636036.7631534863, "wdnormal_batch": 0.012474703807348476, "Ip0softloss_sum": 653625.1989326795, "Ip1softloss_sum": 87085.56994055976, "gnorm_cap_batch": 84938.42560034343, "norm_noreg_batch": 591393.6399085987, "window_end_batch": 111465720851.57156, "norm_normal_batch": 1179045.4330819068, "norm_output_batch": 252319.47750422155, "window_start_batch": 107833887713.15315, "sekiweightscale_sum": 681302.2679660198, "norm_normal_gamma_batch": 793206.2044282666, "norm_output_noreg_batch": 21131.630101110302 }, "weights": { "wsum": 4706932096.0, "nsamp": 4706932096.0, "loss_sum": 127999.99999999262, "oloss_sum": 127999.99999999262, "pacc1_sum": 127999.99999999262, "sloss_sum": 127999.99999999262, "vloss_sum": 127999.99999999262, "Ioloss_sum": 127999.99999999262, "Ipacc1_sum": 127999.99999999262, "Isloss_sum": 127999.99999999262, "Ivloss_sum": 127999.99999999262, "fploss_sum": 127999.99999999262, "p0loss_sum": 127999.99999999262, "p1loss_sum": 127999.99999999262, "pslr_batch": 20.1001001001001, "ptentr_sum": 127999.99999999262, "skloss_sum": 127999.99999999262, "smloss_sum": 127999.99999999262, "Ifploss_sum": 127999.99999999262, "Ip0loss_sum": 127999.99999999262, "Ip1loss_sum": 127999.99999999262, "Iskloss_sum": 127999.99999999262, "Ismloss_sum": 127999.99999999262, "exgnorm_sum": 127943.69026638407, "gnorm_batch": 20.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 20.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 20.1001001001001, "norm_noreg_batch": 20.1001001001001, "window_end_batch": 20.1001001001001, "norm_normal_batch": 20.1001001001001, "norm_output_batch": 20.1001001001001, "window_start_batch": 20.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 20.1001001001001, "norm_output_noreg_batch": 20.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800114.4197998047, "nsamp": 800256.0, "loss_sum": 19923361.16796875, "oloss_sum": 180874.13205337524, "pacc1_sum": 207434.4599609375, "sloss_sum": 145904.13060760498, "vloss_sum": 221909.19581222534, "Ioloss_sum": 180847.91887283325, "Ipacc1_sum": 207485.3999633789, "Isloss_sum": 145847.9878501892, "Ivloss_sum": 222018.45072174072, "fploss_sum": 63931.43067741394, "p0loss_sum": 667756.3642883301, "p1loss_sum": 115413.8809928894, "ptentr_sum": 372151.178565979, "skloss_sum": 38886.10825574398, "smloss_sum": 15508.763020157814, "wsum_train": 11771922091.026886, "Ifploss_sum": 63887.88363456726, "Ip0loss_sum": 667647.4895477295, "Ip1loss_sum": 115362.77776145935, "Iskloss_sum": 38851.64077150822, "Ismloss_sum": 15497.028572201729, "nsamp_train": 11773070080.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3061.3131050616503, "vsquare_sum": 154733.9803199768, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3054.668767362833, "Ivsquare_sum": 158617.45069122314, "esstloss_sum": 4723.55568157509, "evstloss_sum": 6300.088110983372, "leadloss_sum": 1691.7620648667216, "tdvloss1_sum": 51453.62422370911, "tdvloss2_sum": 30658.050813674927, "tdvloss3_sum": 22440.167204618454, "Iesstloss_sum": 4708.524167537689, "Ievstloss_sum": 6493.8311177790165, "Ileadloss_sum": 1683.6322177425027, "Itdvloss1_sum": 51542.43851470947, "Itdvloss2_sum": 30762.704468250275, "Itdvloss3_sum": 22559.707344055176, "sbcdfloss_sum": 25409.332839012146, "sbpdfloss_sum": 18189.93020772934, "sdregloss_sum": 7.478187599859666, "vtimeloss_sum": 20357.353685855865, "Isbcdfloss_sum": 25385.052638053894, "Isbpdfloss_sum": 18143.11428451538, "Isdregloss_sum": 4.482105036178837, "Ivtimeloss_sum": 20351.918011903763, "p0softloss_sum": 2043753.8655395508, "p1softloss_sum": 272789.8345565796, "ptsoftentr_sum": 1988535.8993530273, "Ip0softloss_sum": 2043749.9498291016, "Ip1softloss_sum": 272780.6965637207, "norm_noreg_batch": 91974.49078125, "norm_normal_batch": 183367.10596875, "norm_output_batch": 39241.1298046875, "sekiweightscale_sum": 2800400.4692993164, "norm_normal_gamma_batch": 123360.776296875, "norm_output_noreg_batch": 3286.4238625488283 }, "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": 4706932096.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4706932096.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.99070918916163, "log_gamma_uncertainty": 0.040507381916639246, "log_gamma_lower_confidence": 80.90969442532835, "log_gamma_upper_confidence": 81.07172395299492, "log_gamma_game_count": 3155, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11743887616-d5538421307/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11743887616-d5538421307", "created_at": "2025-11-07T18:07:49.568104Z", "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-s11743887616-d5538421307.bin.gz", "model_file_bytes": 271447315, "model_file_sha256": "c6de51b9847267dc207910a37edc8c9c585e78da6bf4bf8709e9c5b0ee383203", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11743887616-d5538421307.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11713294080-d5530185916/?format=api", "train_step": 11743887616, "total_num_data_rows": 5538421307, "extra_stats": { "sums": { "wsum": 11742744586.174347, "nsamp": 11743887616.0, "loss_sum": 6363618.266346735, "oloss_sum": 57777.3955519869, "pacc1_sum": 66355.1933538428, "sloss_sum": 46603.81784461165, "vloss_sum": 69921.5243902784, "Ioloss_sum": 57763.68037085377, "Ipacc1_sum": 66359.6948034088, "Isloss_sum": 46583.81288210786, "Ivloss_sum": 69443.84150385536, "fploss_sum": 20422.722348753385, "p0loss_sum": 212077.0496816703, "p1loss_sum": 36758.22446002849, "pslr_batch": 0.0005260510510510508, "ptentr_sum": 118826.01603799732, "skloss_sum": 9288.051914567824, "smloss_sum": 4862.4624155275815, "Ifploss_sum": 20411.88211636167, "Ip0loss_sum": 211960.28767448146, "Ip1loss_sum": 36738.312970825966, "Iskloss_sum": 9279.27581904488, "Ismloss_sum": 4845.264113034254, "exgnorm_sum": 21461.935357078022, "gnorm_batch": 58276.74538845784, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 923.3772824507944, "vsquare_sum": 49802.166501933294, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 912.2576085659147, "Ivsquare_sum": 50431.69767496169, "esstloss_sum": 1398.8260253289593, "evstloss_sum": 1823.9903514829127, "leadloss_sum": 535.828315962151, "tdvloss1_sum": 15856.96733053637, "tdvloss2_sum": 9473.755988766163, "tdvloss3_sum": 7015.547837306237, "Iesstloss_sum": 1387.6623520165172, "Ievstloss_sum": 1740.4670261851065, "Ileadloss_sum": 518.2972333395027, "Itdvloss1_sum": 15480.241945561376, "Itdvloss2_sum": 9148.462436903163, "Itdvloss3_sum": 6722.254657471945, "sbcdfloss_sum": 8024.262046067879, "sbpdfloss_sum": 5787.387153325603, "sdregloss_sum": 2.5303788501190807, "vtimeloss_sum": 6734.502888343685, "Isbcdfloss_sum": 7994.341410603651, "Isbpdfloss_sum": 5761.773033591323, "Isdregloss_sum": 1.3720045404104955, "Ivtimeloss_sum": 6719.713993177342, "p0softloss_sum": 653702.0997178442, "p1softloss_sum": 87219.72268450154, "ptsoftentr_sum": 636089.7914014434, "wdnormal_batch": 0.031089166520921103, "Ip0softloss_sum": 653663.2986656314, "Ip1softloss_sum": 87214.68022041142, "gnorm_cap_batch": 211711.56380962083, "norm_noreg_batch": 1474184.5482442186, "window_end_batch": 277475461877.22723, "norm_normal_batch": 2938528.7858270016, "norm_output_batch": 628912.0568390959, "window_start_batch": 268431014954.20422, "sekiweightscale_sum": 681943.9964284935, "norm_normal_gamma_batch": 1976480.9628461264, "norm_output_noreg_batch": 52670.2603278343 }, "weights": { "wsum": 4692340864.0, "nsamp": 4692340864.0, "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": 127989.21154366288, "gnorm_batch": 50.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 50.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 50.1001001001001, "norm_noreg_batch": 50.1001001001001, "window_end_batch": 50.1001001001001, "norm_normal_batch": 50.1001001001001, "norm_output_batch": 50.1001001001001, "window_start_batch": 50.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 50.1001001001001, "norm_output_noreg_batch": 50.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800122.3198242188, "nsamp": 800256.0, "loss_sum": 19919813.4375, "oloss_sum": 180815.4582710266, "pacc1_sum": 206599.8999633789, "sloss_sum": 145816.11587905884, "vloss_sum": 223197.39165878296, "Ioloss_sum": 180780.8974494934, "Ipacc1_sum": 206668.8999633789, "Isloss_sum": 145761.33040618896, "Ivloss_sum": 222722.90296936035, "fploss_sum": 63871.48169136047, "p0loss_sum": 668530.0656738281, "p1loss_sum": 115316.39134407043, "ptentr_sum": 371780.5933456421, "skloss_sum": 39186.08294546604, "smloss_sum": 15548.322024226189, "wsum_train": 11742744586.174347, "Ifploss_sum": 63828.38469314575, "Ip0loss_sum": 668318.5827484131, "Ip1loss_sum": 115253.83587265015, "Iskloss_sum": 39150.028851509094, "Ismloss_sum": 15539.464849114418, "nsamp_train": 11743887616.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3063.499190479517, "vsquare_sum": 155158.45726394653, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3059.8654652535915, "Ivsquare_sum": 159197.89183044434, "esstloss_sum": 4691.623115550727, "evstloss_sum": 6363.100001305342, "leadloss_sum": 1704.9640090428293, "tdvloss1_sum": 51968.576444625854, "tdvloss2_sum": 31037.696174621582, "tdvloss3_sum": 22773.281444072723, "Iesstloss_sum": 4684.843861266971, "Ievstloss_sum": 6295.70540958643, "Ileadloss_sum": 1688.6347297281027, "Itdvloss1_sum": 51443.086353302, "Itdvloss2_sum": 30554.70933818817, "Itdvloss3_sum": 22345.289804935455, "sbcdfloss_sum": 25444.965086460114, "sbpdfloss_sum": 18198.330464363098, "sdregloss_sum": 7.521585288865026, "vtimeloss_sum": 20636.539163947105, "Isbcdfloss_sum": 25413.262987852097, "Isbpdfloss_sum": 18136.668607711792, "Isdregloss_sum": 4.363748451258289, "Ivtimeloss_sum": 20636.722483754158, "p0softloss_sum": 2043948.058166504, "p1softloss_sum": 272652.05740356445, "ptsoftentr_sum": 1988666.6220092773, "Ip0softloss_sum": 2043902.9349975586, "Ip1softloss_sum": 272638.6720504761, "norm_noreg_batch": 91981.988296875, "norm_normal_batch": 183349.5344296875, "norm_output_batch": 39241.02601171875, "sekiweightscale_sum": 2800428.1193847656, "norm_normal_gamma_batch": 123322.531640625, "norm_output_noreg_batch": 3286.3654790039063 }, "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": 4692340864.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4692340864.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 81.03503166607426, "log_gamma_uncertainty": 0.039724138251993, "log_gamma_lower_confidence": 80.95558338957028, "log_gamma_upper_confidence": 81.11447994257824, "log_gamma_game_count": 3327, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11713294080-d5530185916/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11713294080-d5530185916", "created_at": "2025-11-04T17:31:32.714728Z", "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-s11713294080-d5530185916.bin.gz", "model_file_bytes": 271458421, "model_file_sha256": "eb65fbacde65f109d7cd99fdc7400e9e4dba790a7b952e214891ed1e7a8b28fd", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11713294080-d5530185916.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11683634944-d5521904263/?format=api", "train_step": 11713294080, "total_num_data_rows": 5530185916, "extra_stats": { "sums": { "wsum": 11712156229.28238, "nsamp": 11713294080.0, "loss_sum": 6364126.963576703, "oloss_sum": 57823.00112249056, "pacc1_sum": 66552.46639362334, "sloss_sum": 46635.401634453905, "vloss_sum": 69750.06223603354, "Ioloss_sum": 57808.12550172911, "Ipacc1_sum": 66572.48774198862, "Isloss_sum": 46615.37165674977, "Ivloss_sum": 69310.23863242219, "fploss_sum": 20427.374330475137, "p0loss_sum": 211973.8398213777, "p1loss_sum": 36714.863804886714, "pslr_batch": 0.000337051051051051, "ptentr_sum": 118805.61297203209, "skloss_sum": 9385.644731364291, "smloss_sum": 4923.47063687461, "Ifploss_sum": 20416.883433413594, "Ip0loss_sum": 211863.6619617775, "Ip1loss_sum": 36694.41009903772, "Iskloss_sum": 9364.673205929163, "Ismloss_sum": 4910.774914612877, "exgnorm_sum": 0.4015376818901846, "gnorm_batch": 38306.074898135776, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 937.4235229153387, "vsquare_sum": 50109.668089288476, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 928.233164523311, "Ivsquare_sum": 50606.60186034789, "esstloss_sum": 1319.3313455412263, "evstloss_sum": 1829.9472607612354, "leadloss_sum": 559.9777502357542, "tdvloss1_sum": 15797.16117135489, "tdvloss2_sum": 9423.690192499136, "tdvloss3_sum": 6966.240819878038, "Iesstloss_sum": 1337.1292180333537, "Ievstloss_sum": 1741.344589304045, "Ileadloss_sum": 547.167284581956, "Itdvloss1_sum": 15442.72714503215, "Itdvloss2_sum": 9116.574908571876, "Itdvloss3_sum": 6694.199789701947, "sbcdfloss_sum": 8075.313947323964, "sbpdfloss_sum": 5791.274805999394, "sdregloss_sum": 2.6284791539820875, "vtimeloss_sum": 6783.135174569721, "Isbcdfloss_sum": 8053.110211442102, "Isbpdfloss_sum": 5767.6768189594895, "Isdregloss_sum": 1.5624365206809672, "Ivtimeloss_sum": 6772.275012333346, "p0softloss_sum": 653813.7012798373, "p1softloss_sum": 87166.4207378769, "ptsoftentr_sum": 636190.3833601937, "wdnormal_batch": 0.01991386047007608, "Ip0softloss_sum": 653779.8148462098, "Ip1softloss_sum": 87161.53666308896, "gnorm_cap_batch": 135647.68088405448, "norm_noreg_batch": 944606.5796933837, "window_end_batch": 177519521475.76376, "norm_normal_batch": 1882524.2182599418, "norm_output_batch": 402953.0810295001, "window_start_batch": 171730515144.08008, "sekiweightscale_sum": 680135.5503976113, "norm_normal_gamma_batch": 1265943.6893463635, "norm_output_noreg_batch": 33746.115944882826 }, "weights": { "wsum": 4677044096.0, "nsamp": 4677044096.0, "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": 127964.75337975078, "gnorm_batch": 32.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 32.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 32.1001001001001, "norm_noreg_batch": 32.1001001001001, "window_end_batch": 32.1001001001001, "norm_normal_batch": 32.1001001001001, "norm_output_batch": 32.1001001001001, "window_start_batch": 32.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 32.1001001001001, "norm_output_noreg_batch": 32.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800137.33984375, "nsamp": 800256.0, "loss_sum": 19914475.29345703, "oloss_sum": 180510.95182800293, "pacc1_sum": 206581.0899658203, "sloss_sum": 145593.28813934326, "vloss_sum": 223678.25567245483, "Ioloss_sum": 180472.65573883057, "Ipacc1_sum": 206536.0899658203, "Isloss_sum": 145531.41845321655, "Ivloss_sum": 223513.8337097168, "fploss_sum": 63923.8237285614, "p0loss_sum": 669603.8101654053, "p1loss_sum": 115390.95882606506, "ptentr_sum": 372341.89264678955, "skloss_sum": 39102.658993303776, "smloss_sum": 15335.83816075325, "wsum_train": 11712156229.28238, "Ifploss_sum": 63879.98892021179, "Ip0loss_sum": 669486.692855835, "Ip1loss_sum": 115341.64684486389, "Iskloss_sum": 39048.39478713274, "Ismloss_sum": 15342.229682922363, "nsamp_train": 11713294080.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3045.7138203829527, "vsquare_sum": 157327.63695526123, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3053.0641725361347, "Ivsquare_sum": 161124.12800979614, "esstloss_sum": 4458.304969837889, "evstloss_sum": 6641.23020362854, "leadloss_sum": 1711.0593049675226, "tdvloss1_sum": 52649.317105293274, "tdvloss2_sum": 31658.99695777893, "tdvloss3_sum": 23332.32306098938, "Iesstloss_sum": 4413.078469529748, "Ievstloss_sum": 6592.595891088247, "Ileadloss_sum": 1701.0824033282697, "Itdvloss1_sum": 52441.66966152191, "Itdvloss2_sum": 31474.01711320877, "Itdvloss3_sum": 23189.14638566971, "sbcdfloss_sum": 25208.906702041626, "sbpdfloss_sum": 18152.578002929688, "sdregloss_sum": 7.719064306409564, "vtimeloss_sum": 20418.847123980522, "Isbcdfloss_sum": 25196.178822040558, "Isbpdfloss_sum": 18093.603207588196, "Isdregloss_sum": 4.364996990130749, "Ivtimeloss_sum": 20429.299043655396, "p0softloss_sum": 2043450.1551513672, "p1softloss_sum": 272436.4618148804, "ptsoftentr_sum": 1988073.471862793, "Ip0softloss_sum": 2043429.6522216797, "Ip1softloss_sum": 272427.01306152344, "norm_noreg_batch": 91988.22198046875, "norm_normal_batch": 183326.0405859375, "norm_output_batch": 39240.72073828125, "sekiweightscale_sum": 2800480.689453125, "norm_normal_gamma_batch": 123281.66163281251, "norm_output_noreg_batch": 3286.296792480469 }, "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": 4677044096.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4677044096.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 81.00651929914244, "log_gamma_uncertainty": 0.040072767009253905, "log_gamma_lower_confidence": 80.92637376512393, "log_gamma_upper_confidence": 81.08666483316095, "log_gamma_game_count": 3176, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11683634944-d5521904263/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11683634944-d5521904263", "created_at": "2025-11-01T23:15:14.043623Z", "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-s11683634944-d5521904263.bin.gz", "model_file_bytes": 271456923, "model_file_sha256": "89fb75691f692e47a841fa023b3d452444d90c7a39ad3ddac7a88cbf1524616c", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11683634944-d5521904263.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11653980416-d5514111622/?format=api", "train_step": 11683634944, "total_num_data_rows": 5521904263, "extra_stats": { "sums": { "wsum": 11682502241.129898, "nsamp": 11683634944.0, "loss_sum": 6363531.148519422, "oloss_sum": 57657.759153308616, "pacc1_sum": 66461.88355710359, "sloss_sum": 46471.646039871586, "vloss_sum": 70142.18870269768, "Ioloss_sum": 57644.22940586249, "Ipacc1_sum": 66484.72282488356, "Isloss_sum": 46452.346541847975, "Ivloss_sum": 69666.72912227124, "fploss_sum": 20414.867989107865, "p0loss_sum": 212099.2714990832, "p1loss_sum": 36784.88927826976, "pslr_batch": 0.0005260510510510508, "ptentr_sum": 118806.21258338973, "skloss_sum": 9579.280848318538, "smloss_sum": 4824.660920448132, "Ifploss_sum": 20404.347953244076, "Ip0loss_sum": 211995.04422433022, "Ip1loss_sum": 36766.093239749905, "Iskloss_sum": 9573.6396008123, "Ismloss_sum": 4808.856043390692, "exgnorm_sum": 4.457122507994476e-08, "gnorm_batch": 60680.200651810264, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 925.3587197362513, "vsquare_sum": 49851.36457033894, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 914.5134154912323, "Ivsquare_sum": 50496.93507140815, "esstloss_sum": 1230.3617430711038, "evstloss_sum": 1849.7060749844707, "leadloss_sum": 513.6895112774024, "tdvloss1_sum": 15931.880371264642, "tdvloss2_sum": 9523.200468208926, "tdvloss3_sum": 7043.21653278375, "Iesstloss_sum": 1211.0761587029076, "Ievstloss_sum": 1771.074388794195, "Ileadloss_sum": 497.5039215700478, "Itdvloss1_sum": 15561.830341028433, "Itdvloss2_sum": 9206.49577836306, "Itdvloss3_sum": 6759.556778620651, "sbcdfloss_sum": 7971.0977661328525, "sbpdfloss_sum": 5773.264079981525, "sdregloss_sum": 2.350526873832015, "vtimeloss_sum": 6702.563378424618, "Isbcdfloss_sum": 7941.838052366277, "Isbpdfloss_sum": 5747.220080890138, "Isdregloss_sum": 1.419740051567572, "Ivtimeloss_sum": 6688.195359487115, "p0softloss_sum": 653773.2607185328, "p1softloss_sum": 87116.21817770503, "ptsoftentr_sum": 636124.1697225445, "wdnormal_batch": 0.03107831883843119, "Ip0softloss_sum": 653737.0414808256, "Ip1softloss_sum": 87111.19158696449, "gnorm_cap_batch": 211711.56380962083, "norm_noreg_batch": 1474410.9115228942, "window_end_batch": 276647956319.4695, "norm_normal_batch": 2937914.6207328816, "norm_output_batch": 628902.008562088, "window_start_batch": 267622123838.13812, "sekiweightscale_sum": 680808.4827358453, "norm_normal_gamma_batch": 1975185.5027676374, "norm_output_noreg_batch": 52669.045038235374 }, "weights": { "wsum": 4662214528.0, "nsamp": 4662214528.0, "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": 127975.52866145334, "gnorm_batch": 50.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 50.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 50.1001001001001, "norm_noreg_batch": 50.1001001001001, "window_end_batch": 50.1001001001001, "norm_normal_batch": 50.1001001001001, "norm_output_batch": 50.1001001001001, "window_start_batch": 50.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 50.1001001001001, "norm_output_noreg_batch": 50.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800121.1798095703, "nsamp": 800256.0, "loss_sum": 19915663.157714844, "oloss_sum": 180163.91383743286, "pacc1_sum": 206519.0199584961, "sloss_sum": 145313.0386543274, "vloss_sum": 223658.44398117065, "Ioloss_sum": 180126.1717185974, "Ipacc1_sum": 206563.8999633789, "Isloss_sum": 145251.66873168945, "Ivloss_sum": 224466.032207489, "fploss_sum": 63868.19005775452, "p0loss_sum": 669129.8410797119, "p1loss_sum": 115329.66111373901, "ptentr_sum": 371491.3885498047, "skloss_sum": 39243.16883063316, "smloss_sum": 15380.801914930344, "wsum_train": 11682502241.129898, "Ifploss_sum": 63823.7472114563, "Ip0loss_sum": 669034.8521118164, "Ip1loss_sum": 115276.17814445496, "Iskloss_sum": 39221.81325817108, "Ismloss_sum": 15370.807378411293, "nsamp_train": 11683634944.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3032.3729434907436, "vsquare_sum": 155145.27365493774, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3025.418471738696, "Ivsquare_sum": 159366.06092834473, "esstloss_sum": 4386.8995467778295, "evstloss_sum": 6478.188958376646, "leadloss_sum": 1763.8743156716228, "tdvloss1_sum": 52229.816679000854, "tdvloss2_sum": 31318.052030563354, "tdvloss3_sum": 23091.11616253853, "Iesstloss_sum": 4398.821410707198, "Ievstloss_sum": 6930.2942171394825, "Ileadloss_sum": 1741.1896946690977, "Itdvloss1_sum": 52858.83627796173, "Itdvloss2_sum": 31891.648100852966, "Itdvloss3_sum": 23636.922069072723, "sbcdfloss_sum": 25253.965497493744, "sbpdfloss_sum": 18142.16180086136, "sdregloss_sum": 7.537072917970363, "vtimeloss_sum": 20694.43802547455, "Isbcdfloss_sum": 25245.974652528763, "Isbpdfloss_sum": 18113.689905166626, "Isdregloss_sum": 5.018019304960035, "Ivtimeloss_sum": 20690.02893126011, "p0softloss_sum": 2043742.7962036133, "p1softloss_sum": 272212.0236129761, "ptsoftentr_sum": 1988287.9172973633, "Ip0softloss_sum": 2043730.770690918, "Ip1softloss_sum": 272202.08403015137, "norm_noreg_batch": 91995.96371484375, "norm_normal_batch": 183311.350828125, "norm_output_batch": 39240.37883203125, "sekiweightscale_sum": 2800424.129333496, "norm_normal_gamma_batch": 123241.81734375001, "norm_output_noreg_batch": 3286.292213378906 }, "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": 4662214528.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4662214528.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 81.01922628589219, "log_gamma_uncertainty": 0.04032376234130722, "log_gamma_lower_confidence": 80.93857876120957, "log_gamma_upper_confidence": 81.0998738105748, "log_gamma_game_count": 3151, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11653980416-d5514111622/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11653980416-d5514111622", "created_at": "2025-10-29T21:18:22.386271Z", "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-s11653980416-d5514111622.bin.gz", "model_file_bytes": 271458680, "model_file_sha256": "5bc1ebd19ee96f6a76021fb1778328962b7c63bad83c6a4e2bb279ae1ca20a43", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11653980416-d5514111622.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11623142656-d5506133042/?format=api", "train_step": 11653980416, "total_num_data_rows": 5514111622, "extra_stats": { "sums": { "wsum": 11652852783.777481, "nsamp": 11653980416.0, "loss_sum": 6364091.688247197, "oloss_sum": 57758.25298451021, "pacc1_sum": 66043.67723971674, "sloss_sum": 46575.42460466189, "vloss_sum": 69909.1081493628, "Ioloss_sum": 57745.475165810676, "Ipacc1_sum": 66074.62450404046, "Isloss_sum": 46556.46986606559, "Ivloss_sum": 69467.47078507351, "fploss_sum": 20458.2500047954, "p0loss_sum": 212765.40835422996, "p1loss_sum": 36819.62201301892, "pslr_batch": 0.0004210510510510509, "ptentr_sum": 118651.7765576624, "skloss_sum": 9433.736396244922, "smloss_sum": 4798.528396210563, "Ifploss_sum": 20446.662366063905, "Ip0loss_sum": 212654.91905340314, "Ip1loss_sum": 36800.66124426508, "Iskloss_sum": 9425.555513244439, "Ismloss_sum": 4785.0820014064475, "exgnorm_sum": 33.217483604508566, "gnorm_batch": 47404.48231993179, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 921.2024709638962, "vsquare_sum": 49793.55476596274, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 910.0957414242281, "Ivsquare_sum": 50397.24195902326, "esstloss_sum": 1273.1157555058005, "evstloss_sum": 1795.3775194113475, "leadloss_sum": 533.3672612371863, "tdvloss1_sum": 15779.058751353397, "tdvloss2_sum": 9412.9411533751, "tdvloss3_sum": 6956.899372462483, "Iesstloss_sum": 1255.038708341052, "Ievstloss_sum": 1710.951250126712, "Ileadloss_sum": 514.0227021661188, "Itdvloss1_sum": 15412.116501588263, "Itdvloss2_sum": 9092.551973971795, "Itdvloss3_sum": 6668.105811847867, "sbcdfloss_sum": 7938.918991898991, "sbpdfloss_sum": 5766.161876328511, "sdregloss_sum": 2.592663228893888, "vtimeloss_sum": 6578.043370220891, "Isbcdfloss_sum": 7913.7199242582765, "Isbpdfloss_sum": 5740.449923105389, "Isdregloss_sum": 1.4557360521819336, "Ivtimeloss_sum": 6566.82374045628, "p0softloss_sum": 653681.7795024235, "p1softloss_sum": 87255.09194771937, "ptsoftentr_sum": 636030.1367105959, "wdnormal_batch": 0.02487035974079944, "Ip0softloss_sum": 653644.7891736048, "Ip1softloss_sum": 87249.98360040487, "gnorm_cap_batch": 169453.85107319508, "norm_noreg_batch": 1180211.8445833148, "window_end_batch": 221116428005.32532, "norm_normal_batch": 2351354.0093008894, "norm_output_batch": 503370.4041565823, "window_start_batch": 213899191337.75775, "sekiweightscale_sum": 684528.1301552044, "norm_normal_gamma_batch": 1580441.8901045579, "norm_output_noreg_batch": 42155.78145741706 }, "weights": { "wsum": 4647387264.0, "nsamp": 4647387264.0, "loss_sum": 127999.99999999262, "oloss_sum": 127999.99999999262, "pacc1_sum": 127999.99999999262, "sloss_sum": 127999.99999999262, "vloss_sum": 127999.99999999262, "Ioloss_sum": 127999.99999999262, "Ipacc1_sum": 127999.99999999262, "Isloss_sum": 127999.99999999262, "Ivloss_sum": 127999.99999999262, "fploss_sum": 127999.99999999262, "p0loss_sum": 127999.99999999262, "p1loss_sum": 127999.99999999262, "pslr_batch": 40.1001001001001, "ptentr_sum": 127999.99999999262, "skloss_sum": 127999.99999999262, "smloss_sum": 127999.99999999262, "Ifploss_sum": 127999.99999999262, "Ip0loss_sum": 127999.99999999262, "Ip1loss_sum": 127999.99999999262, "Iskloss_sum": 127999.99999999262, "Ismloss_sum": 127999.99999999262, "exgnorm_sum": 127999.91577361291, "gnorm_batch": 40.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 40.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 40.1001001001001, "norm_noreg_batch": 40.1001001001001, "window_end_batch": 40.1001001001001, "norm_normal_batch": 40.1001001001001, "norm_output_batch": 40.1001001001001, "window_start_batch": 40.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 40.1001001001001, "norm_output_noreg_batch": 40.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800138.8198242188, "nsamp": 800256.0, "loss_sum": 19915363.48486328, "oloss_sum": 180261.10851669312, "pacc1_sum": 206322.1499633789, "sloss_sum": 145390.14804840088, "vloss_sum": 222781.73921203613, "Ioloss_sum": 180213.7733154297, "Ipacc1_sum": 206489.1499633789, "Isloss_sum": 145326.06676101685, "Ivloss_sum": 223066.81352996826, "fploss_sum": 63895.886922836304, "p0loss_sum": 668761.1700592041, "p1loss_sum": 115437.2229270935, "ptentr_sum": 371261.57889556885, "skloss_sum": 38754.5476680994, "smloss_sum": 15244.67104101181, "wsum_train": 11652852783.777481, "Ifploss_sum": 63852.76523017883, "Ip0loss_sum": 668644.536529541, "Ip1loss_sum": 115391.6796836853, "Iskloss_sum": 38723.988140940666, "Ismloss_sum": 15237.922277092934, "nsamp_train": 11653980416.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 3004.135084182024, "vsquare_sum": 155731.00951766968, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 3000.073378190398, "Ivsquare_sum": 159764.78772735596, "esstloss_sum": 4263.891257851385, "evstloss_sum": 6273.276701331139, "leadloss_sum": 1739.7655099518597, "tdvloss1_sum": 51563.73217201233, "tdvloss2_sum": 30773.320318698883, "tdvloss3_sum": 22551.835006952286, "Iesstloss_sum": 4245.008724228479, "Ievstloss_sum": 6594.932748764753, "Ileadloss_sum": 1719.4193685911596, "Itdvloss1_sum": 51790.85453891754, "Itdvloss2_sum": 30979.361835956573, "Itdvloss3_sum": 22771.52911543846, "sbcdfloss_sum": 25065.17350077629, "sbpdfloss_sum": 18089.81405353546, "sdregloss_sum": 7.608272364246659, "vtimeloss_sum": 20839.349778532982, "Isbcdfloss_sum": 25049.3614654541, "Isbpdfloss_sum": 18050.832335948944, "Isdregloss_sum": 4.963226252119057, "Ivtimeloss_sum": 20829.456593990326, "p0softloss_sum": 2043721.6766357422, "p1softloss_sum": 272405.43730926514, "ptsoftentr_sum": 1988362.1455688477, "Ip0softloss_sum": 2043716.6995239258, "Ip1softloss_sum": 272395.7936859131, "norm_noreg_batch": 92003.30248828125, "norm_normal_batch": 183299.5428515625, "norm_output_batch": 39240.19566796875, "sekiweightscale_sum": 2800485.8693847656, "norm_normal_gamma_batch": 123203.2185703125, "norm_output_noreg_batch": 3286.2487119140624 }, "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": 4647387264.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4647387264.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.89411231926175, "log_gamma_uncertainty": 0.0404348618423221, "log_gamma_lower_confidence": 80.81324259557711, "log_gamma_upper_confidence": 80.9749820429464, "log_gamma_game_count": 3153, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11623142656-d5506133042/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11623142656-d5506133042", "created_at": "2025-10-26T19:01:56.424562Z", "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-s11623142656-d5506133042.bin.gz", "model_file_bytes": 271457732, "model_file_sha256": "fb3d73317f58ed1472568397969aba7b47734af7ae15520ae0ffb2fea4e3cc76", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11623142656-d5506133042.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11593482496-d5498416261/?format=api", "train_step": 11623142656, "total_num_data_rows": 5506133042, "extra_stats": { "sums": { "wsum": 11622020302.885391, "nsamp": 11623142656.0, "loss_sum": 6363646.34188174, "oloss_sum": 57774.19147033584, "pacc1_sum": 66245.85713475377, "sloss_sum": 46570.547409494975, "vloss_sum": 69636.98703281864, "Ioloss_sum": 57761.25220267953, "Ipacc1_sum": 66277.39680430251, "Isloss_sum": 46551.77387435951, "Ivloss_sum": 69174.1475418814, "fploss_sum": 20420.406116232316, "p0loss_sum": 212641.721437229, "p1loss_sum": 36752.22631317746, "pslr_batch": 0.00014805105105105106, "ptentr_sum": 118748.60855534604, "skloss_sum": 9314.346578551864, "smloss_sum": 4841.226347561179, "Ifploss_sum": 20409.64978496694, "Ip0loss_sum": 212538.8620161875, "Ip1loss_sum": 36732.664339796, "Iskloss_sum": 9312.464506178729, "Ismloss_sum": 4826.80012817253, "exgnorm_sum": 4.407823095557267e-05, "gnorm_batch": 16641.047422357504, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 921.0659241164703, "vsquare_sum": 49970.840964020404, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 911.0903824379124, "Ivsquare_sum": 50592.561712742245, "esstloss_sum": 1159.5281266637007, "evstloss_sum": 1788.4430913075357, "leadloss_sum": 526.8561363540468, "tdvloss1_sum": 15713.649740154959, "tdvloss2_sum": 9365.082080253525, "tdvloss3_sum": 6934.126222231015, "Iesstloss_sum": 1140.6024236255284, "Ievstloss_sum": 1709.5224519976343, "Ileadloss_sum": 509.88021486954113, "Itdvloss1_sum": 15351.95080291121, "Itdvloss2_sum": 9054.197712426974, "Itdvloss3_sum": 6652.862408113034, "sbcdfloss_sum": 7984.235030715281, "sbpdfloss_sum": 5776.6254035647125, "sdregloss_sum": 2.575149501039091, "vtimeloss_sum": 6753.560947319158, "Isbcdfloss_sum": 7957.696313239873, "Isbpdfloss_sum": 5749.931570027614, "Isdregloss_sum": 1.5590931277190607, "Ivtimeloss_sum": 6741.3685664889235, "p0softloss_sum": 653689.0598805465, "p1softloss_sum": 87235.63136972154, "ptsoftentr_sum": 636022.8515306361, "wdnormal_batch": 0.008744122705820302, "Ip0softloss_sum": 653652.219624589, "Ip1softloss_sum": 87230.65185982455, "gnorm_cap_batch": 59583.7979584879, "norm_noreg_batch": 415018.4781587913, "window_end_batch": 77637027056.66867, "norm_normal_batch": 826760.1930607953, "norm_output_batch": 176995.766358693, "window_start_batch": 75101817524.78879, "sekiweightscale_sum": 680756.7875229662, "norm_normal_gamma_batch": 555559.6546926757, "norm_output_noreg_batch": 14822.532846140122 }, "weights": { "wsum": 4631968384.0, "nsamp": 4631968384.0, "loss_sum": 127999.99999999262, "oloss_sum": 127999.99999999262, "pacc1_sum": 127999.99999999262, "sloss_sum": 127999.99999999262, "vloss_sum": 127999.99999999262, "Ioloss_sum": 127999.99999999262, "Ipacc1_sum": 127999.99999999262, "Isloss_sum": 127999.99999999262, "Ivloss_sum": 127999.99999999262, "fploss_sum": 127999.99999999262, "p0loss_sum": 127999.99999999262, "p1loss_sum": 127999.99999999262, "pslr_batch": 14.1001001001001, "ptentr_sum": 127999.99999999262, "skloss_sum": 127999.99999999262, "smloss_sum": 127999.99999999262, "Ifploss_sum": 127999.99999999262, "Ip0loss_sum": 127999.99999999262, "Ip1loss_sum": 127999.99999999262, "Iskloss_sum": 127999.99999999262, "Ismloss_sum": 127999.99999999262, "exgnorm_sum": 127994.90244198534, "gnorm_batch": 14.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 14.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 14.1001001001001, "norm_noreg_batch": 14.1001001001001, "window_end_batch": 14.1001001001001, "norm_normal_batch": 14.1001001001001, "norm_output_batch": 14.1001001001001, "window_start_batch": 14.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 14.1001001001001, "norm_output_noreg_batch": 14.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800124.5598144531, "nsamp": 800256.0, "loss_sum": 19921168.458007812, "oloss_sum": 180348.99005508423, "pacc1_sum": 206443.6499633789, "sloss_sum": 145476.38494873047, "vloss_sum": 221953.43072891235, "Ioloss_sum": 180298.7063369751, "Ipacc1_sum": 206404.6499633789, "Isloss_sum": 145412.21699142456, "Ivloss_sum": 222147.50366210938, "fploss_sum": 63949.99312210083, "p0loss_sum": 668820.2641601562, "p1loss_sum": 115426.8032951355, "ptentr_sum": 371263.7928543091, "skloss_sum": 38029.0873067379, "smloss_sum": 15207.225180149078, "wsum_train": 11622020302.885391, "Ifploss_sum": 63908.10141181946, "Ip0loss_sum": 668743.0455627441, "Ip1loss_sum": 115373.9697227478, "Iskloss_sum": 37992.59240615368, "Ismloss_sum": 15206.902053833008, "nsamp_train": 11623142656.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 2988.77109028399, "vsquare_sum": 154136.2010383606, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 2989.0353570580482, "Ivsquare_sum": 157267.86375427246, "esstloss_sum": 4306.915065996349, "evstloss_sum": 6191.687704205513, "leadloss_sum": 1732.6411521025002, "tdvloss1_sum": 51343.88694000244, "tdvloss2_sum": 30612.957634925842, "tdvloss3_sum": 22413.562495708466, "Iesstloss_sum": 4335.633264999837, "Ievstloss_sum": 6425.737866014242, "Ileadloss_sum": 1716.2329156510532, "Itdvloss1_sum": 51488.057121276855, "Itdvloss2_sum": 30745.14403963089, "Itdvloss3_sum": 22551.56683754921, "sbcdfloss_sum": 25033.184041261673, "sbpdfloss_sum": 18086.32554578781, "sdregloss_sum": 8.037372889230028, "vtimeloss_sum": 20802.137548804283, "Isbcdfloss_sum": 25009.66149187088, "Isbpdfloss_sum": 18039.63526201248, "Isdregloss_sum": 4.746418535447447, "Ivtimeloss_sum": 20792.696345567703, "p0softloss_sum": 2043801.171081543, "p1softloss_sum": 272626.13871765137, "ptsoftentr_sum": 1988374.5418701172, "Ip0softloss_sum": 2043804.8403930664, "Ip1softloss_sum": 272617.3480529785, "norm_noreg_batch": 92009.82312890625, "norm_normal_batch": 183293.132109375, "norm_output_batch": 39240.06440039063, "sekiweightscale_sum": 2800435.959350586, "norm_normal_gamma_batch": 123167.8312734375, "norm_output_noreg_batch": 3286.1632353515624 }, "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": 4631968384.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4631968384.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.98887395864074, "log_gamma_uncertainty": 0.04069090752855473, "log_gamma_lower_confidence": 80.90749214358362, "log_gamma_upper_confidence": 81.07025577369785, "log_gamma_game_count": 3153, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11593482496-d5498416261/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11593482496-d5498416261", "created_at": "2025-10-24T07:00:36.361650Z", "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-s11593482496-d5498416261.bin.gz", "model_file_bytes": 271459228, "model_file_sha256": "7cd2dfce7718ea66c1d13a3b564bdf5c73bf22700071a9379847563ecf03ec29", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11593482496-d5498416261.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11563107584-d5490613988/?format=api", "train_step": 11593482496, "total_num_data_rows": 5498416261, "extra_stats": { "sums": { "wsum": 11592365315.73317, "nsamp": 11593482496.0, "loss_sum": 6363132.077879046, "oloss_sum": 57665.476304473814, "pacc1_sum": 66406.43275739055, "sloss_sum": 46507.059866144686, "vloss_sum": 69682.05915349038, "Ioloss_sum": 57652.58021872804, "Ipacc1_sum": 66417.50500487356, "Isloss_sum": 46487.421028567, "Ivloss_sum": 69197.47716384451, "fploss_sum": 20442.119017552315, "p0loss_sum": 212618.1005275913, "p1loss_sum": 36770.584180581296, "pslr_batch": 0.0004840510510510508, "ptentr_sum": 118907.90510771242, "skloss_sum": 9132.070386197845, "smloss_sum": 4807.538315363008, "Ifploss_sum": 20430.651191978046, "Ip0loss_sum": 212505.23779848032, "Ip1loss_sum": 36751.16837704607, "Iskloss_sum": 9129.195813299462, "Ismloss_sum": 4792.991641013452, "exgnorm_sum": 191.014492439563, "gnorm_batch": 53608.31906755273, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 916.7299624871248, "vsquare_sum": 49974.53794951121, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 905.8021952337954, "Ivsquare_sum": 50544.94831845067, "esstloss_sum": 1174.0720701497448, "evstloss_sum": 1818.713486243463, "leadloss_sum": 519.9428443069366, "tdvloss1_sum": 15730.162307630511, "tdvloss2_sum": 9414.060863937895, "tdvloss3_sum": 6988.734590619809, "Iesstloss_sum": 1163.4193074489538, "Ievstloss_sum": 1735.270368353246, "Ileadloss_sum": 502.2322007800131, "Itdvloss1_sum": 15338.64596611826, "Itdvloss2_sum": 9080.471777653684, "Itdvloss3_sum": 6694.975512768847, "sbcdfloss_sum": 7939.06648313058, "sbpdfloss_sum": 5759.619896500893, "sdregloss_sum": 2.5444373501965996, "vtimeloss_sum": 6668.783080153245, "Isbcdfloss_sum": 7912.426009572236, "Isbpdfloss_sum": 5733.2849310329775, "Isdregloss_sum": 1.4245594898164404, "Ivtimeloss_sum": 6654.932716297459, "p0softloss_sum": 653678.4425835102, "p1softloss_sum": 87235.41992964553, "ptsoftentr_sum": 636027.7589735186, "wdnormal_batch": 0.028585509913404673, "Ip0softloss_sum": 653640.9352598941, "Ip1softloss_sum": 87230.20757846643, "gnorm_cap_batch": 194808.47871505053, "norm_noreg_batch": 1357024.2368429645, "window_end_batch": 253477540024.1181, "norm_normal_batch": 2702932.1902490947, "norm_output_batch": 578682.8012303181, "window_start_batch": 245196719694.54254, "sekiweightscale_sum": 686119.1484156797, "norm_normal_gamma_batch": 1815811.4185165453, "norm_output_noreg_batch": 48460.96922090934 }, "weights": { "wsum": 4617138304.0, "nsamp": 4617138304.0, "loss_sum": 127999.99999999262, "oloss_sum": 127999.99999999262, "pacc1_sum": 127999.99999999262, "sloss_sum": 127999.99999999262, "vloss_sum": 127999.99999999262, "Ioloss_sum": 127999.99999999262, "Ipacc1_sum": 127999.99999999262, "Isloss_sum": 127999.99999999262, "Ivloss_sum": 127999.99999999262, "fploss_sum": 127999.99999999262, "p0loss_sum": 127999.99999999262, "p1loss_sum": 127999.99999999262, "pslr_batch": 46.1001001001001, "ptentr_sum": 127999.99999999262, "skloss_sum": 127999.99999999262, "smloss_sum": 127999.99999999262, "Ifploss_sum": 127999.99999999262, "Ip0loss_sum": 127999.99999999262, "Ip1loss_sum": 127999.99999999262, "Iskloss_sum": 127999.99999999262, "Ismloss_sum": 127999.99999999262, "exgnorm_sum": 127902.58248034163, "gnorm_batch": 46.1001000991001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 46.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 46.1001001001001, "norm_noreg_batch": 46.1001001001001, "window_end_batch": 46.1001001001001, "norm_normal_batch": 46.1001001001001, "norm_output_batch": 46.1001001001001, "window_start_batch": 46.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 46.1001001001001, "norm_output_noreg_batch": 46.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800157.2398681641, "nsamp": 800256.0, "loss_sum": 19913252.463867188, "oloss_sum": 179845.07135772705, "pacc1_sum": 205881.78997802734, "sloss_sum": 145034.40321350098, "vloss_sum": 222591.1690673828, "Ioloss_sum": 179804.86323165894, "Ipacc1_sum": 205826.97998046875, "Isloss_sum": 144970.20300674438, "Ivloss_sum": 223592.54566574097, "fploss_sum": 63905.9591217041, "p0loss_sum": 670422.6967468262, "p1loss_sum": 115689.05044174194, "ptentr_sum": 371158.7519226074, "skloss_sum": 37756.997289419174, "smloss_sum": 15015.852517604828, "wsum_train": 11592365315.73317, "Ifploss_sum": 63859.059896469116, "Ip0loss_sum": 670436.3229370117, "Ip1loss_sum": 115640.28624153137, "Iskloss_sum": 37725.295402646065, "Ismloss_sum": 15023.050659775734, "nsamp_train": 11593482496.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 2969.8899733126163, "vsquare_sum": 157202.42220306396, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 2977.2803634405136, "Ivsquare_sum": 162183.76443481445, "esstloss_sum": 4235.9500663504, "evstloss_sum": 6461.9584375321865, "leadloss_sum": 1633.3579310551286, "tdvloss1_sum": 51721.62265872955, "tdvloss2_sum": 30916.180760383606, "tdvloss3_sum": 22717.267639398575, "Iesstloss_sum": 4233.944582670927, "Ievstloss_sum": 6969.965535879135, "Ileadloss_sum": 1648.4533701725304, "Itdvloss1_sum": 52575.66563796997, "Itdvloss2_sum": 31707.873460769653, "Itdvloss3_sum": 23477.727851629257, "sbcdfloss_sum": 24812.725169181824, "sbpdfloss_sum": 18037.865523338318, "sdregloss_sum": 7.507624309393577, "vtimeloss_sum": 20646.794698238373, "Isbcdfloss_sum": 24810.742966890335, "Isbpdfloss_sum": 18007.196264743805, "Isdregloss_sum": 4.65836405128357, "Ivtimeloss_sum": 20652.786408305168, "p0softloss_sum": 2043327.1378173828, "p1softloss_sum": 272599.8960571289, "ptsoftentr_sum": 1987830.30078125, "Ip0softloss_sum": 2043349.144958496, "Ip1softloss_sum": 272591.1262359619, "norm_noreg_batch": 92018.4379453125, "norm_normal_batch": 183283.00924218752, "norm_output_batch": 39239.881236328125, "sekiweightscale_sum": 2800550.339538574, "norm_normal_gamma_batch": 123128.2922578125, "norm_output_noreg_batch": 3286.088824951172 }, "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": 4617138304.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4617138304.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 81.0296623200293, "log_gamma_uncertainty": 0.04019457913642777, "log_gamma_lower_confidence": 80.94927316175645, "log_gamma_upper_confidence": 81.11005147830215, "log_gamma_game_count": 3180, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11563107584-d5490613988/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11563107584-d5490613988", "created_at": "2025-10-21T12:19:17.184943Z", "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-s11563107584-d5490613988.bin.gz", "model_file_bytes": 271448243, "model_file_sha256": "c47e6b9adb7ca89be28f8023efa0653f57574fe42a244774f95bd28f3d01182d", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11563107584-d5490613988.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11533214976-d5482768170/?format=api", "train_step": 11563107584, "total_num_data_rows": 5490613988, "extra_stats": { "sums": { "wsum": 11561995723.801163, "nsamp": 11563107584.0, "loss_sum": 6363230.866044048, "oloss_sum": 57597.10344262713, "pacc1_sum": 66179.04811446066, "sloss_sum": 46451.46277949004, "vloss_sum": 70127.51929367823, "Ioloss_sum": 57582.71705644128, "Ipacc1_sum": 66145.77602944314, "Isloss_sum": 46431.57331651714, "Ivloss_sum": 69640.14867219536, "fploss_sum": 20438.858785305125, "p0loss_sum": 212974.5743491726, "p1loss_sum": 36812.904164047824, "pslr_batch": 0.0006100510510510507, "ptentr_sum": 118788.66861429112, "skloss_sum": 9245.10234050367, "smloss_sum": 4752.995325264559, "Ifploss_sum": 20428.03445760945, "Ip0loss_sum": 212864.00062334348, "Ip1loss_sum": 36794.45953117143, "Iskloss_sum": 9245.403475467068, "Ismloss_sum": 4734.733919535442, "exgnorm_sum": 0.042343828141171866, "gnorm_batch": 66706.93086630409, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 912.6725750445324, "vsquare_sum": 49704.7487317579, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 899.7730221837786, "Ivsquare_sum": 50299.28466145049, "esstloss_sum": 1288.3135773171327, "evstloss_sum": 1829.0195236177985, "leadloss_sum": 521.9745719674668, "tdvloss1_sum": 15793.270495773571, "tdvloss2_sum": 9443.308943467839, "tdvloss3_sum": 7014.026739539695, "Iesstloss_sum": 1269.6119835009267, "Ievstloss_sum": 1750.372166674115, "Ileadloss_sum": 504.1260155581859, "Itdvloss1_sum": 15410.030267796361, "Itdvloss2_sum": 9116.802283436235, "Itdvloss3_sum": 6724.280484012666, "sbcdfloss_sum": 7879.305888782686, "sbpdfloss_sum": 5744.829573811792, "sdregloss_sum": 2.420899136900388, "vtimeloss_sum": 6752.816229967815, "Isbcdfloss_sum": 7850.420427091221, "Isbpdfloss_sum": 5718.632430030538, "Isdregloss_sum": 1.5470397967507552, "Ivtimeloss_sum": 6739.913828607365, "p0softloss_sum": 653594.3159963087, "p1softloss_sum": 87224.19665918434, "ptsoftentr_sum": 635908.1432189054, "wdnormal_batch": 0.03602338086946539, "Ip0softloss_sum": 653553.7329872439, "Ip1softloss_sum": 87219.18950305635, "gnorm_cap_batch": 245517.73399876143, "norm_noreg_batch": 1710364.6247975365, "window_end_batch": 319005222313.8098, "norm_normal_batch": 3406401.213164438, "norm_output_batch": 729311.0282427922, "window_start_batch": 308579096079.8378, "sekiweightscale_sum": 685069.9730965112, "norm_normal_gamma_batch": 2287764.5220656577, "norm_output_noreg_batch": 61075.287990324854 }, "weights": { "wsum": 4601950848.0, "nsamp": 4601950848.0, "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": 58.1001001001001, "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": 127893.24580785922, "gnorm_batch": 58.100099100100095, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 58.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 58.1001001001001, "norm_noreg_batch": 58.1001001001001, "window_end_batch": 58.1001001001001, "norm_normal_batch": 58.1001001001001, "norm_output_batch": 58.1001001001001, "window_start_batch": 58.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 58.1001001001001, "norm_output_noreg_batch": 58.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800128.6998291016, "nsamp": 800256.0, "loss_sum": 19929176.71533203, "oloss_sum": 180232.76819229126, "pacc1_sum": 206280.02996826172, "sloss_sum": 145388.46281051636, "vloss_sum": 223457.97665405273, "Ioloss_sum": 180204.28462219238, "Ipacc1_sum": 206347.02996826172, "Isloss_sum": 145333.008644104, "Ivloss_sum": 222957.99188232422, "fploss_sum": 63891.21852493286, "p0loss_sum": 669158.3874359131, "p1loss_sum": 115494.80593109131, "ptentr_sum": 370636.6649169922, "skloss_sum": 38194.46207857132, "smloss_sum": 15079.223840117455, "wsum_train": 11561995723.801163, "Ifploss_sum": 63845.7785987854, "Ip0loss_sum": 668965.2482910156, "Ip1loss_sum": 115447.46698188782, "Iskloss_sum": 38136.546390891075, "Ismloss_sum": 15071.131112933159, "nsamp_train": 11563107584.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 2985.574566334486, "vsquare_sum": 153590.58438110352, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 2978.8815624415874, "Ivsquare_sum": 156727.34230041504, "esstloss_sum": 4707.4670418919995, "evstloss_sum": 6458.489526897669, "leadloss_sum": 1752.102061163634, "tdvloss1_sum": 52093.72609996796, "tdvloss2_sum": 31250.35831975937, "tdvloss3_sum": 23017.45644593239, "Iesstloss_sum": 4717.321726531722, "Ievstloss_sum": 6422.290386408567, "Ileadloss_sum": 1740.4339207541198, "Itdvloss1_sum": 51615.027351379395, "Itdvloss2_sum": 30815.80622959137, "Itdvloss3_sum": 22657.453647851944, "sbcdfloss_sum": 24893.245680332184, "sbpdfloss_sum": 18087.763895511627, "sdregloss_sum": 7.661284545669332, "vtimeloss_sum": 21117.7310141325, "Isbcdfloss_sum": 24862.952700138092, "Isbpdfloss_sum": 18025.553493976593, "Isdregloss_sum": 4.723551891482202, "Ivtimeloss_sum": 21106.92877948284, "p0softloss_sum": 2044077.5212402344, "p1softloss_sum": 272827.3847351074, "ptsoftentr_sum": 1988542.56640625, "Ip0softloss_sum": 2044040.3463745117, "Ip1softloss_sum": 272816.3060684204, "norm_noreg_batch": 92023.8840234375, "norm_normal_batch": 183276.8915625, "norm_output_batch": 39239.640070312504, "sekiweightscale_sum": 2800450.4494018555, "norm_normal_gamma_batch": 123090.14528906251, "norm_output_noreg_batch": 3286.0769956054687 }, "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": 4601950848.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4601950848.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.90274851677094, "log_gamma_uncertainty": 0.0401154316086724, "log_gamma_lower_confidence": 80.8225176535536, "log_gamma_upper_confidence": 80.98297937998828, "log_gamma_game_count": 3154, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11533214976-d5482768170/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11533214976-d5482768170", "created_at": "2025-10-20T00:18:05.681371Z", "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-s11533214976-d5482768170.bin.gz", "model_file_bytes": 271457068, "model_file_sha256": "bc35a92015bcffac6ed4d3f81ad04c04166e885af66b6a9f199b05f425e84f82", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11533214976-d5482768170.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11503556864-d5474268616/?format=api", "train_step": 11533214976, "total_num_data_rows": 5482768170, "extra_stats": { "sums": { "wsum": 11532108282.809097, "nsamp": 11533214976.0, "loss_sum": 6364458.374878511, "oloss_sum": 57510.59247543619, "pacc1_sum": 66223.01856100121, "sloss_sum": 46373.45534217322, "vloss_sum": 69870.02083275099, "Ioloss_sum": 57496.901898102406, "Ipacc1_sum": 66212.01700590512, "Isloss_sum": 46353.25195414839, "Ivloss_sum": 69384.97562380899, "fploss_sum": 20399.645403831455, "p0loss_sum": 212913.93457321875, "p1loss_sum": 36852.235651217125, "pslr_batch": 0.00044205105105105086, "ptentr_sum": 118782.9359566467, "skloss_sum": 9268.348938250163, "smloss_sum": 4718.164314949659, "Ifploss_sum": 20389.130266982353, "Ip0loss_sum": 212791.65169635793, "Ip1loss_sum": 36833.80795666915, "Iskloss_sum": 9263.967023850828, "Ismloss_sum": 4704.712438034143, "exgnorm_sum": 21499.596049215124, "gnorm_batch": 52269.1878779266, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 897.1324447745694, "vsquare_sum": 49953.227444696655, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 887.1406988111918, "Ivsquare_sum": 50505.04853447535, "esstloss_sum": 1162.03091721434, "evstloss_sum": 1816.3659511415187, "leadloss_sum": 518.0416250871716, "tdvloss1_sum": 15752.740742652079, "tdvloss2_sum": 9408.73812303715, "tdvloss3_sum": 6966.032301747745, "Iesstloss_sum": 1144.3797151769998, "Ievstloss_sum": 1723.609816605871, "Ileadloss_sum": 499.7746492579023, "Itdvloss1_sum": 15371.468352661788, "Itdvloss2_sum": 9081.99189420577, "Itdvloss3_sum": 6675.626341987395, "sbcdfloss_sum": 7842.933350351969, "sbpdfloss_sum": 5734.303922516376, "sdregloss_sum": 2.4305594238729435, "vtimeloss_sum": 6872.826931096568, "Isbcdfloss_sum": 7816.243728213693, "Isbpdfloss_sum": 5708.329847133235, "Isdregloss_sum": 1.4622288032729895, "Ivtimeloss_sum": 6857.68458878338, "p0softloss_sum": 653814.5580580655, "p1softloss_sum": 87217.2141182833, "ptsoftentr_sum": 636107.7721788202, "wdnormal_batch": 0.026101356235210708, "Ip0softloss_sum": 653773.1621883262, "Ip1softloss_sum": 87212.02795656883, "gnorm_cap_batch": 177905.39362048023, "norm_noreg_batch": 1239449.7282326133, "window_end_batch": 230825088782.64264, "norm_normal_batch": 2468244.9090512143, "norm_output_batch": 528463.9546926598, "window_start_batch": 223277627775.07907, "sekiweightscale_sum": 682460.4890391193, "norm_normal_gamma_batch": 1657253.7109297223, "norm_output_noreg_batch": 44256.17021879742 }, "weights": { "wsum": 4587004544.0, "nsamp": 4587004544.0, "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": 127933.14842297508, "gnorm_batch": 42.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 42.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 42.1001001001001, "norm_noreg_batch": 42.1001001001001, "window_end_batch": 42.1001001001001, "norm_normal_batch": 42.1001001001001, "norm_output_batch": 42.1001001001001, "window_start_batch": 42.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 42.1001001001001, "norm_output_noreg_batch": 42.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800109.8597412109, "nsamp": 800256.0, "loss_sum": 19918879.736816406, "oloss_sum": 180075.794631958, "pacc1_sum": 205543.37994384766, "sloss_sum": 145282.81504058838, "vloss_sum": 222526.0793762207, "Ioloss_sum": 180017.416015625, "Ipacc1_sum": 205621.37994384766, "Isloss_sum": 145217.81608200073, "Ivloss_sum": 221744.0740814209, "fploss_sum": 63881.23924255371, "p0loss_sum": 670435.6683654785, "p1loss_sum": 115667.97887039185, "ptentr_sum": 370829.7051925659, "skloss_sum": 36533.211101174355, "smloss_sum": 14999.349333882332, "wsum_train": 11532108282.809097, "Ifploss_sum": 63838.09594345093, "Ip0loss_sum": 670232.7088775635, "Ip1loss_sum": 115614.05842590332, "Iskloss_sum": 36505.752740859985, "Ismloss_sum": 14981.577925562859, "nsamp_train": 11533214976.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 2940.162476196885, "vsquare_sum": 152332.96417617798, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 2926.4913456887007, "Ivsquare_sum": 156635.63915252686, "esstloss_sum": 4512.006092558615, "evstloss_sum": 6041.728443920612, "leadloss_sum": 1680.9569712243974, "tdvloss1_sum": 51311.15390300751, "tdvloss2_sum": 30613.894600868225, "tdvloss3_sum": 22484.788920879364, "Iesstloss_sum": 4508.106550131924, "Ievstloss_sum": 6042.219104111195, "Ileadloss_sum": 1659.8243860155344, "Itdvloss1_sum": 50592.302622795105, "Itdvloss2_sum": 29964.98203611374, "Itdvloss3_sum": 21896.42317342758, "sbcdfloss_sum": 24818.52897310257, "sbpdfloss_sum": 18053.434534549713, "sdregloss_sum": 8.069376568484586, "vtimeloss_sum": 21325.251762270927, "Isbcdfloss_sum": 24767.919370412827, "Isbpdfloss_sum": 17980.167206287384, "Isdregloss_sum": 5.029379208484897, "Ivtimeloss_sum": 21301.246898651123, "p0softloss_sum": 2043942.7307128906, "p1softloss_sum": 272792.4357910156, "ptsoftentr_sum": 1988455.3643798828, "Ip0softloss_sum": 2043902.400756836, "Ip1softloss_sum": 272780.8777618408, "norm_noreg_batch": 92031.14953125, "norm_normal_batch": 183270.712828125, "norm_output_batch": 39239.29205859375, "sekiweightscale_sum": 2800384.5090942383, "norm_normal_gamma_batch": 123053.51247656251, "norm_output_noreg_batch": 3286.0976015625 }, "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": 4587004544.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4587004544.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.94764605875471, "log_gamma_uncertainty": 0.04026350641948204, "log_gamma_lower_confidence": 80.86711904591574, "log_gamma_upper_confidence": 81.02817307159368, "log_gamma_game_count": 3153, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11503556864-d5474268616/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11503556864-d5474268616", "created_at": "2025-10-17T06:26:48.214179Z", "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-s11503556864-d5474268616.bin.gz", "model_file_bytes": 271448705, "model_file_sha256": "58cbe854f51d870dc90e28ca31bf5197694e9e88b6f248a1b937d7566d653d07", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11503556864-d5474268616.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11473670400-d5469073840/?format=api", "train_step": 11503556864, "total_num_data_rows": 5474268616, "extra_stats": { "sums": { "wsum": 11502455219.796402, "nsamp": 11503556864.0, "loss_sum": 6363287.27525317, "oloss_sum": 57424.950589396874, "pacc1_sum": 66429.35682558172, "sloss_sum": 46290.0278726783, "vloss_sum": 69911.21686847664, "Ioloss_sum": 57411.535139334075, "Ipacc1_sum": 66409.70020593837, "Isloss_sum": 46270.902104790985, "Ivloss_sum": 69475.93298000899, "fploss_sum": 20399.508971538777, "p0loss_sum": 212504.68000852704, "p1loss_sum": 36843.251071148356, "pslr_batch": 0.0004210510510510509, "ptentr_sum": 118235.53487253153, "skloss_sum": 9272.117062092457, "smloss_sum": 4719.325524733485, "Ifploss_sum": 20388.352398573876, "Ip0loss_sum": 212393.0249052832, "Ip1loss_sum": 36824.7146819099, "Iskloss_sum": 9265.274139324065, "Ismloss_sum": 4705.065916010553, "exgnorm_sum": 24819.593286482515, "gnorm_batch": 45450.36483883215, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 898.4597549011974, "vsquare_sum": 49873.59414397746, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 888.0343081615073, "Ivsquare_sum": 50444.91851367833, "esstloss_sum": 1247.0630726732632, "evstloss_sum": 1798.339566037293, "leadloss_sum": 515.7425344905791, "tdvloss1_sum": 15632.031477876097, "tdvloss2_sum": 9317.425265435668, "tdvloss3_sum": 6912.920767756964, "Iesstloss_sum": 1234.1827364058129, "Ievstloss_sum": 1718.344493027343, "Ileadloss_sum": 501.37436284712476, "Itdvloss1_sum": 15284.507410247828, "Itdvloss2_sum": 9017.841622319935, "Itdvloss3_sum": 6642.328372815557, "sbcdfloss_sum": 7833.344338779667, "sbpdfloss_sum": 5717.825821908252, "sdregloss_sum": 2.3359199967703947, "vtimeloss_sum": 6764.677020504061, "Isbcdfloss_sum": 7808.089051266594, "Isbpdfloss_sum": 5692.067667212544, "Isdregloss_sum": 1.4214894038144572, "Ivtimeloss_sum": 6752.752270141552, "p0softloss_sum": 653795.6669875357, "p1softloss_sum": 87175.08286909373, "ptsoftentr_sum": 636089.6809608267, "wdnormal_batch": 0.02485608630761889, "Ip0softloss_sum": 653758.2633914409, "Ip1softloss_sum": 87169.60125501204, "gnorm_cap_batch": 169453.85107319508, "norm_noreg_batch": 1180675.7215474104, "window_end_batch": 219518719476.43643, "norm_normal_batch": 2350741.763372681, "norm_output_batch": 503354.07551603817, "window_start_batch": 212337495104.76477, "sekiweightscale_sum": 679266.5998942044, "norm_normal_gamma_batch": 1577964.6053387118, "norm_output_noreg_batch": 42154.83425340779 }, "weights": { "wsum": 4572175488.0, "nsamp": 4572175488.0, "loss_sum": 127999.99999999262, "oloss_sum": 127999.99999999262, "pacc1_sum": 127999.99999999262, "sloss_sum": 127999.99999999262, "vloss_sum": 127999.99999999262, "Ioloss_sum": 127999.99999999262, "Ipacc1_sum": 127999.99999999262, "Isloss_sum": 127999.99999999262, "Ivloss_sum": 127999.99999999262, "fploss_sum": 127999.99999999262, "p0loss_sum": 127999.99999999262, "p1loss_sum": 127999.99999999262, "pslr_batch": 40.1001001001001, "ptentr_sum": 127999.99999999262, "skloss_sum": 127999.99999999262, "smloss_sum": 127999.99999999262, "Ifploss_sum": 127999.99999999262, "Ip0loss_sum": 127999.99999999262, "Ip1loss_sum": 127999.99999999262, "Iskloss_sum": 127999.99999999262, "Ismloss_sum": 127999.99999999262, "exgnorm_sum": 127983.25635745678, "gnorm_batch": 40.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 40.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 40.1001001001001, "norm_noreg_batch": 40.1001001001001, "window_end_batch": 40.1001001001001, "norm_normal_batch": 40.1001001001001, "norm_output_batch": 40.1001001001001, "window_start_batch": 40.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 40.1001001001001, "norm_output_noreg_batch": 40.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800142.1998291016, "nsamp": 800256.0, "loss_sum": 19920384.71875, "oloss_sum": 179917.88208770752, "pacc1_sum": 205878.46997070312, "sloss_sum": 145141.31996154785, "vloss_sum": 222496.7931137085, "Ioloss_sum": 179871.09218215942, "Ipacc1_sum": 205994.21997070312, "Isloss_sum": 145075.24221420288, "Ivloss_sum": 221784.81462860107, "fploss_sum": 63914.475231170654, "p0loss_sum": 670296.5629577637, "p1loss_sum": 115476.62658309937, "ptentr_sum": 370445.39640045166, "skloss_sum": 37648.54655408859, "smloss_sum": 14920.965700984001, "wsum_train": 11502455219.796402, "Ifploss_sum": 63868.85132789612, "Ip0loss_sum": 670069.5343475342, "Ip1loss_sum": 115421.1035823822, "Iskloss_sum": 37622.99754226208, "Ismloss_sum": 14898.005931735039, "nsamp_train": 11503556864.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 2912.9121700525284, "vsquare_sum": 154965.38820648193, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 2897.2152123451233, "Ivsquare_sum": 157833.24328231812, "esstloss_sum": 4098.41168876458, "evstloss_sum": 6118.103476032615, "leadloss_sum": 1666.5719082951546, "tdvloss1_sum": 51214.50186061859, "tdvloss2_sum": 30463.196589946747, "tdvloss3_sum": 22328.664927482605, "Iesstloss_sum": 4068.1969689447433, "Ievstloss_sum": 6058.715342566371, "Ileadloss_sum": 1627.0614994578063, "Itdvloss1_sum": 50586.87865924835, "Itdvloss2_sum": 29913.21002817154, "Itdvloss3_sum": 21852.685755968094, "sbcdfloss_sum": 24725.118198156357, "sbpdfloss_sum": 18023.320497989655, "sdregloss_sum": 7.474138383986428, "vtimeloss_sum": 21078.788777709007, "Isbcdfloss_sum": 24679.854296445847, "Isbpdfloss_sum": 17956.827977657318, "Isdregloss_sum": 4.588380529603455, "Ivtimeloss_sum": 21059.91831076145, "p0softloss_sum": 2044266.4760131836, "p1softloss_sum": 272931.564743042, "ptsoftentr_sum": 1988811.881225586, "Ip0softloss_sum": 2044234.8217773438, "Ip1softloss_sum": 272920.5922393799, "norm_noreg_batch": 92039.2942265625, "norm_normal_batch": 183252.1888359375, "norm_output_batch": 39238.928783203126, "sekiweightscale_sum": 2800497.6994018555, "norm_normal_gamma_batch": 123010.3101796875, "norm_output_noreg_batch": 3286.1754462890626 }, "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": 4572175488.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4572175488.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.99925491532473, "log_gamma_uncertainty": 0.040412825385624594, "log_gamma_lower_confidence": 80.91842926455348, "log_gamma_upper_confidence": 81.08008056609597, "log_gamma_game_count": 3178, "log_gamma_offset": -1.1 }, { "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11473670400-d5469073840/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b28c512nbt-s11473670400-d5469073840", "created_at": "2025-10-15T06:10:36.200930Z", "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-s11473670400-d5469073840.bin.gz", "model_file_bytes": 271456607, "model_file_sha256": "9b7eb7dfe346d6285868b25e0baf5b1bd4b7e2d1da689cb454afc3d9a2801dec", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-s11473670400-d5469073840.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-s11444261120-d5467151896/?format=api", "train_step": 11473670400, "total_num_data_rows": 5469073840, "extra_stats": { "sums": { "wsum": 11472573584.30336, "nsamp": 11473670400.0, "loss_sum": 6364210.463099699, "oloss_sum": 57540.2260100079, "pacc1_sum": 66303.30367627487, "sloss_sum": 46400.46443244025, "vloss_sum": 69947.90785508114, "Ioloss_sum": 57528.11855669602, "Ipacc1_sum": 66314.43606580427, "Isloss_sum": 46381.85579466778, "Ivloss_sum": 69493.1608777446, "fploss_sum": 20396.428758056278, "p0loss_sum": 212794.50217159165, "p1loss_sum": 36763.55701575897, "pslr_batch": 0.0001900510510510511, "ptentr_sum": 118799.07558960897, "skloss_sum": 9068.280635298735, "smloss_sum": 4663.452920730365, "Ifploss_sum": 20385.50084500477, "Ip0loss_sum": 212694.31305825044, "Ip1loss_sum": 36744.51350714522, "Iskloss_sum": 9065.201584736713, "Ismloss_sum": 4649.708521802104, "exgnorm_sum": 3223.5494701950856, "gnorm_batch": 20753.865762179834, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 894.1288545543479, "vsquare_sum": 49841.20850247441, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 883.3703573511171, "Ivsquare_sum": 50415.29764727676, "esstloss_sum": 1239.3264792067278, "evstloss_sum": 1781.266119417204, "leadloss_sum": 519.2605828640442, "tdvloss1_sum": 15575.790874413911, "tdvloss2_sum": 9300.645331406777, "tdvloss3_sum": 6898.96624486084, "Iesstloss_sum": 1232.8140521051891, "Ievstloss_sum": 1706.512410590094, "Ileadloss_sum": 500.5571100323865, "Itdvloss1_sum": 15226.802970832518, "Itdvloss2_sum": 9002.645116373844, "Itdvloss3_sum": 6629.332114299979, "sbcdfloss_sum": 7772.90465987889, "sbpdfloss_sum": 5720.112100452563, "sdregloss_sum": 2.362025252713199, "vtimeloss_sum": 6867.339144808963, "Isbcdfloss_sum": 7746.0208473081875, "Isbpdfloss_sum": 5693.947354139011, "Isdregloss_sum": 1.3573651068397605, "Ivtimeloss_sum": 6850.776265562305, "p0softloss_sum": 653839.2839467033, "p1softloss_sum": 87226.50294159132, "ptsoftentr_sum": 636138.040878749, "wdnormal_batch": 0.011217400297331358, "Ip0softloss_sum": 653808.0253312555, "Ip1softloss_sum": 87221.51455890376, "gnorm_cap_batch": 76486.88305305825, "norm_noreg_batch": 532972.1589348486, "window_end_batch": 98990783958.83884, "norm_normal_batch": 1060967.4722459272, "norm_output_batch": 227199.5445525555, "window_start_batch": 95751496666.50851, "sekiweightscale_sum": 691479.025890192, "norm_normal_gamma_batch": 711964.9860970705, "norm_output_noreg_batch": 19026.395528808833 }, "weights": { "wsum": 4557232256.0, "nsamp": 4557232256.0, "loss_sum": 127999.99999999262, "oloss_sum": 127999.99999999262, "pacc1_sum": 127999.99999999262, "sloss_sum": 127999.99999999262, "vloss_sum": 127999.99999999262, "Ioloss_sum": 127999.99999999262, "Ipacc1_sum": 127999.99999999262, "Isloss_sum": 127999.99999999262, "Ivloss_sum": 127999.99999999262, "fploss_sum": 127999.99999999262, "p0loss_sum": 127999.99999999262, "p1loss_sum": 127999.99999999262, "pslr_batch": 18.1001001001001, "ptentr_sum": 127999.99999999262, "skloss_sum": 127999.99999999262, "smloss_sum": 127999.99999999262, "Ifploss_sum": 127999.99999999262, "Ip0loss_sum": 127999.99999999262, "Ip1loss_sum": 127999.99999999262, "Iskloss_sum": 127999.99999999262, "Ismloss_sum": 127999.99999999262, "exgnorm_sum": 127991.95103988546, "gnorm_batch": 18.1001001001001, "qscloss_sum": 127999.99999999262, "qwlloss_sum": 127999.99999999262, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Iqscloss_sum": 127999.99999999262, "Iqwlloss_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 18.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "gnorm_cap_batch": 18.1001001001001, "norm_noreg_batch": 18.1001001001001, "window_end_batch": 18.1001001001001, "norm_normal_batch": 18.1001001001001, "norm_output_batch": 18.1001001001001, "window_start_batch": 18.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 18.1001001001001, "norm_output_noreg_batch": 18.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 800147.0598144531, "nsamp": 800256.0, "loss_sum": 19930638.893066406, "oloss_sum": 179865.99266433716, "pacc1_sum": 205515.44995117188, "sloss_sum": 145128.3734588623, "vloss_sum": 222496.49059677124, "Ioloss_sum": 179822.72428894043, "Ipacc1_sum": 205496.0799560547, "Isloss_sum": 145067.97994232178, "Ivloss_sum": 224633.7181739807, "fploss_sum": 63975.19318962097, "p0loss_sum": 670581.2006378174, "p1loss_sum": 115595.00268554688, "ptentr_sum": 370970.81410217285, "skloss_sum": 36350.38542878628, "smloss_sum": 14935.888237714767, "wsum_train": 11472573584.30336, "Ifploss_sum": 63929.66474914551, "Ip0loss_sum": 670717.4792480469, "Ip1loss_sum": 115573.52910232544, "Iskloss_sum": 36323.483835339546, "Ismloss_sum": 14924.915516614914, "nsamp_train": 11473670400.0, "qscloss_sum": 0.0, "qwlloss_sum": 0.0, "tdsloss_sum": 2909.0367088764906, "vsquare_sum": 154113.07933425903, "Iqscloss_sum": 0.0, "Iqwlloss_sum": 0.0, "Itdsloss_sum": 2900.388371527195, "Ivsquare_sum": 156962.97625541687, "esstloss_sum": 4061.0557919796556, "evstloss_sum": 6105.788256496191, "leadloss_sum": 1688.604114305228, "tdvloss1_sum": 51346.564109802246, "tdvloss2_sum": 30488.81049633026, "tdvloss3_sum": 22269.68503332138, "Iesstloss_sum": 4036.383415594697, "Ievstloss_sum": 7044.8644926548, "Ileadloss_sum": 1663.598661776632, "Itdvloss1_sum": 53256.04124927521, "Itdvloss2_sum": 32203.055077552795, "Itdvloss3_sum": 23834.483318328857, "sbcdfloss_sum": 24730.418307065964, "sbpdfloss_sum": 18011.532617092133, "sdregloss_sum": 7.081975580658764, "vtimeloss_sum": 21162.564048051834, "Isbcdfloss_sum": 24733.26003885269, "Isbpdfloss_sum": 18027.84868478775, "Isdregloss_sum": 4.3200283411715645, "Ivtimeloss_sum": 21150.411831974983, "p0softloss_sum": 2044086.8914794922, "p1softloss_sum": 272979.43742370605, "ptsoftentr_sum": 1988536.714050293, "Ip0softloss_sum": 2044177.8190307617, "Ip1softloss_sum": 272978.87801361084, "norm_noreg_batch": 92047.5488203125, "norm_normal_batch": 183235.8017578125, "norm_output_batch": 39238.770041015625, "sekiweightscale_sum": 2800514.709350586, "norm_normal_gamma_batch": 122960.85588281251, "norm_output_noreg_batch": 3285.9800712890624 }, "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": 4557232256.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 4557232256.0, "qscloss_sum": 400128.0, "qwlloss_sum": 400128.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Iqscloss_sum": 400128.0, "Iqwlloss_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 80.97151269877853, "log_gamma_uncertainty": 0.040674281143626485, "log_gamma_lower_confidence": 80.89016413649128, "log_gamma_upper_confidence": 81.05286126106577, "log_gamma_game_count": 3246, "log_gamma_offset": -1.1 } ] }