Network Instance
API endpoint that allows networks to be viewed or edited.
GET /api/networks/kata1-b18c384nbt-s6766895104-d3468627003/?format=api
{ "url": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s6766895104-d3468627003/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b18c384nbt-s6766895104-d3468627003", "created_at": "2023-07-01T10:39:15.194676Z", "network_size": "b18c384nbt", "is_random": false, "training_games_enabled": false, "disable_new_training_games": false, "rating_games_enabled": true, "model_file": "https://media.katagotraining.org/uploaded/networks/models/kata1/kata1-b18c384nbt-s6766895104-d3468627003.bin.gz", "model_file_bytes": 97895684, "model_file_sha256": "4646ac75e21760edee4a7fd74f009acd46836ad1facaed30dc5e4fda9d13e2a4", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b18c384nbt-s6766895104-d3468627003.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b18c384nbt-s6736490240-d3460172898/?format=api", "train_step": 6766895104, "total_num_data_rows": 3468627003, "extra_stats": { "sums": { "wsum": 6766879813.75, "nsamp": 6766895104, "loss_sum": 6398193.762851684, "oloss_sum": 58972.06481347191, "pacc1_sum": 63876.27545297272, "sloss_sum": 47429.35460567434, "vloss_sum": 71167.01287742211, "Ioloss_sum": 58958.06365872737, "Ipacc1_sum": 63923.79146765229, "Isloss_sum": 47412.9216543706, "Ivloss_sum": 70634.65107658078, "fploss_sum": 21188.105604680397, "p0loss_sum": 221218.33131500962, "p1loss_sum": 38677.358348034584, "pslr_batch": 0.0006100510510510507, "ptentr_sum": 122350.31947458154, "skloss_sum": 11402.353178708294, "smloss_sum": 6187.999960033245, "Ifploss_sum": 21163.231105797797, "Ip0loss_sum": 221079.78000246425, "Ip1loss_sum": 38650.589540776666, "Iskloss_sum": 11394.169963310875, "Ismloss_sum": 6166.560280609182, "exgnorm_sum": 320.3577187022113, "gnorm_batch": 40743.159716404654, "tdsloss_sum": 1139.468009706031, "vsquare_sum": 48176.63185688382, "Itdsloss_sum": 1123.1965902289462, "Ivsquare_sum": 48881.49210362141, "esstloss_sum": 1608.917054739731, "evstloss_sum": 1789.9747276951528, "leadloss_sum": 842.52475546647, "tdvloss1_sum": 15651.247759388321, "tdvloss2_sum": 9283.364841012066, "tdvloss3_sum": 6874.9802146058155, "Iesstloss_sum": 1582.1929049711507, "Ievstloss_sum": 1691.0314293376105, "Ileadloss_sum": 809.822525621952, "Itdvloss1_sum": 15220.387012724681, "Itdvloss2_sum": 8913.019329703753, "Itdvloss3_sum": 6545.824837755718, "sbcdfloss_sum": 9553.820802316704, "sbpdfloss_sum": 6169.091905950506, "sdregloss_sum": 4.332497900185896, "vtimeloss_sum": 6922.44149072031, "Isbcdfloss_sum": 9517.972030350245, "Isbpdfloss_sum": 6128.0993365940585, "Isdregloss_sum": 2.55404110570591, "Ivtimeloss_sum": 6906.728304748579, "p0softloss_sum": 651189.0872748815, "p1softloss_sum": 87133.87697114328, "ptsoftentr_sum": 633100.3832207229, "wdnormal_batch": 0.02288127323785892, "Ip0softloss_sum": 651153.901829129, "Ip1softloss_sum": 87127.61443260865, "norm_noreg_batch": 878057.8734538872, "norm_normal_batch": 1852600.4796641823, "norm_output_batch": 448974.27023895667, "sekiweightscale_sum": 601383.2187433477, "norm_normal_gamma_batch": 1101422.5479507311, "norm_output_noreg_batch": 35906.07031665524 }, "weights": { "wsum": 3861658880.0, "nsamp": 3861658880.0, "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": 127980.60159956067, "gnorm_batch": 58.1001001001001, "tdsloss_sum": 127999.99999999262, "vsquare_sum": 127999.99999999262, "Itdsloss_sum": 127999.99999999262, "Ivsquare_sum": 127999.99999999262, "esstloss_sum": 127999.99999999262, "evstloss_sum": 127999.99999999262, "leadloss_sum": 127999.99999999262, "tdvloss1_sum": 127999.99999999262, "tdvloss2_sum": 127999.99999999262, "tdvloss3_sum": 127999.99999999262, "Iesstloss_sum": 127999.99999999262, "Ievstloss_sum": 127999.99999999262, "Ileadloss_sum": 127999.99999999262, "Itdvloss1_sum": 127999.99999999262, "Itdvloss2_sum": 127999.99999999262, "Itdvloss3_sum": 127999.99999999262, "sbcdfloss_sum": 127999.99999999262, "sbpdfloss_sum": 127999.99999999262, "sdregloss_sum": 127999.99999999262, "vtimeloss_sum": 127999.99999999262, "Isbcdfloss_sum": 127999.99999999262, "Isbpdfloss_sum": 127999.99999999262, "Isdregloss_sum": 127999.99999999262, "Ivtimeloss_sum": 127999.99999999262, "p0softloss_sum": 127999.99999999262, "p1softloss_sum": 127999.99999999262, "ptsoftentr_sum": 127999.99999999262, "wdnormal_batch": 58.1001001001001, "Ip0softloss_sum": 127999.99999999262, "Ip1softloss_sum": 127999.99999999262, "norm_noreg_batch": 58.1001001001001, "norm_normal_batch": 58.1001001001001, "norm_output_batch": 58.1001001001001, "sekiweightscale_sum": 127999.99999999262, "norm_normal_gamma_batch": 58.1001001001001, "norm_output_noreg_batch": 58.1001001001001 }, "last_val_metrics": { "sums": { "wsum": 400128.0, "nsamp": 400128.0, "loss_sum": 20031443.110351562, "oloss_sum": 184391.80444717407, "pacc1_sum": 199494.0, "sloss_sum": 148292.3824005127, "vloss_sum": 225263.30490112305, "Ioloss_sum": 184349.27952957153, "Ipacc1_sum": 199551.0, "Isloss_sum": 148247.0587463379, "Ivloss_sum": 226862.2144317627, "fploss_sum": 66172.87331390381, "p0loss_sum": 694884.2886657715, "p1loss_sum": 120932.90451049805, "ptentr_sum": 382346.4369277954, "skloss_sum": 54141.503423929214, "smloss_sum": 19482.352617502213, "wsum_train": 6766879813.75, "Ifploss_sum": 66085.36033058167, "Ip0loss_sum": 694806.7749938965, "Ip1loss_sum": 120868.61534881592, "Iskloss_sum": 54095.8395922184, "Ismloss_sum": 19452.6312789917, "nsamp_train": 6766895104, "tdsloss_sum": 3631.374867349863, "vsquare_sum": 149210.63278579712, "Itdsloss_sum": 3622.896718621254, "Ivsquare_sum": 151835.76432418823, "esstloss_sum": 5168.7652390263975, "evstloss_sum": 5943.475476294756, "leadloss_sum": 2620.3298875913024, "tdvloss1_sum": 49971.64080953598, "tdvloss2_sum": 29412.422009944916, "tdvloss3_sum": 21458.381580352783, "Iesstloss_sum": 5163.189499767497, "Ievstloss_sum": 6657.464137911797, "Ileadloss_sum": 2582.489375859499, "Itdvloss1_sum": 51480.39855957031, "Itdvloss2_sum": 30841.18048095703, "Itdvloss3_sum": 22835.695232868195, "sbcdfloss_sum": 30004.161066770554, "sbpdfloss_sum": 19318.57714366913, "sdregloss_sum": 12.397160609718412, "vtimeloss_sum": 21349.252458691597, "Isbcdfloss_sum": 29959.890067577362, "Isbpdfloss_sum": 19243.81346654892, "Isdregloss_sum": 7.536663940525614, "Ivtimeloss_sum": 21346.07547044754, "p0softloss_sum": 2035355.5209350586, "p1softloss_sum": 272073.00860595703, "ptsoftentr_sum": 1978708.828125, "Ip0softloss_sum": 2035441.6635131836, "Ip1softloss_sum": 272063.3973312378, "norm_noreg_batch": 47242.581662109376, "norm_normal_batch": 99677.07078515625, "norm_output_batch": 24156.453483398436, "sekiweightscale_sum": 2800896.0, "norm_normal_gamma_batch": 59260.931308593754, "norm_output_noreg_batch": 1931.881928100586 }, "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": 3861658880.0, "Ifploss_sum": 400128.0, "Ip0loss_sum": 400128.0, "Ip1loss_sum": 400128.0, "Iskloss_sum": 400128.0, "Ismloss_sum": 400128.0, "nsamp_train": 3861658880.0, "tdsloss_sum": 400128.0, "vsquare_sum": 400128.0, "Itdsloss_sum": 400128.0, "Ivsquare_sum": 400128.0, "esstloss_sum": 400128.0, "evstloss_sum": 400128.0, "leadloss_sum": 400128.0, "tdvloss1_sum": 400128.0, "tdvloss2_sum": 400128.0, "tdvloss3_sum": 400128.0, "Iesstloss_sum": 400128.0, "Ievstloss_sum": 400128.0, "Ileadloss_sum": 400128.0, "Itdvloss1_sum": 400128.0, "Itdvloss2_sum": 400128.0, "Itdvloss3_sum": 400128.0, "sbcdfloss_sum": 400128.0, "sbpdfloss_sum": 400128.0, "sdregloss_sum": 400128.0, "vtimeloss_sum": 400128.0, "Isbcdfloss_sum": 400128.0, "Isbpdfloss_sum": 400128.0, "Isdregloss_sum": 400128.0, "Ivtimeloss_sum": 400128.0, "p0softloss_sum": 400128.0, "p1softloss_sum": 400128.0, "ptsoftentr_sum": 400128.0, "Ip0softloss_sum": 400128.0, "Ip1softloss_sum": 400128.0, "norm_noreg_batch": 3.126, "norm_normal_batch": 3.126, "norm_output_batch": 3.126, "sekiweightscale_sum": 400128.0, "norm_normal_gamma_batch": 3.126, "norm_output_noreg_batch": 3.126 } } }, "notes": "", "log_gamma": 77.9707393285447, "log_gamma_uncertainty": 0.040195753847809226, "log_gamma_lower_confidence": 77.89034782084907, "log_gamma_upper_confidence": 78.05113083624032, "log_gamma_game_count": 3309, "log_gamma_offset": 0.0 }