API endpoint that allows networks to be viewed or edited.

GET /api/networks/kata1-b28c512nbt-adam-s11387M-d5458M/?format=api
HTTP 200 OK
Allow: GET, PUT, PATCH, DELETE, HEAD, OPTIONS
Content-Type: application/json
Vary: Accept

{
    "url": "https://katagotraining.org/api/networks/kata1-b28c512nbt-adam-s11387M-d5458M/?format=api",
    "run": "https://katagotraining.org/api/runs/kata1/?format=api",
    "name": "kata1-b28c512nbt-adam-s11387M-d5458M",
    "created_at": "2025-10-12T03:34:55.236715Z",
    "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-adam-s11387M-d5458M.bin.gz",
    "model_file_bytes": 271034820,
    "model_file_sha256": "9283ae9690f425399c0d0ba5da23f9239f6a048c6246fc76dba7260cde5db556",
    "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b28c512nbt-adam-s11387M-d5458M.zip",
    "parent_network": "https://katagotraining.org/api/networks/kata1-b28c512nbt-adam-s11165M-d5387M/?format=api",
    "train_step": 11386795776,
    "total_num_data_rows": 5456352200,
    "extra_stats": {
        "sums": {
            "wsum": 11385712857.522476,
            "nsamp": 11386795776.0,
            "loss_sum": 6361221.507389141,
            "oloss_sum": 57498.74919771995,
            "pacc1_sum": 66223.43566848668,
            "sloss_sum": 46387.04645033508,
            "vloss_sum": 69303.01370113567,
            "Ioloss_sum": 57488.07651200747,
            "Ipacc1_sum": 66221.29462032863,
            "Isloss_sum": 46369.1170055056,
            "Ivloss_sum": 69026.41905517975,
            "fploss_sum": 20393.710070392244,
            "p0loss_sum": 212367.90291193308,
            "p1loss_sum": 36773.55532492526,
            "pslr_batch": 0.0006996478978978981,
            "ptentr_sum": 118413.00421203455,
            "skloss_sum": 8917.214409890088,
            "smloss_sum": 4605.678821922874,
            "Ifploss_sum": 20380.108367300614,
            "Ip0loss_sum": 212311.6250946508,
            "Ip1loss_sum": 36755.84720075079,
            "Iskloss_sum": 8906.791661465671,
            "Ismloss_sum": 4596.407949429302,
            "exgnorm_sum": 5.010053566691443e-32,
            "gnorm_batch": 60894.56578888079,
            "qscloss_sum": 0.0,
            "qwlloss_sum": 0.0,
            "tdsloss_sum": 876.5080692960886,
            "vsquare_sum": 50423.708978873336,
            "Iqscloss_sum": 0.0,
            "Iqwlloss_sum": 0.0,
            "Itdsloss_sum": 870.4318280391116,
            "Ivsquare_sum": 50793.32520365495,
            "esstloss_sum": 1222.9068623281707,
            "evstloss_sum": 1688.4646539468563,
            "leadloss_sum": 500.43827819328766,
            "tdvloss1_sum": 15142.241753504342,
            "tdvloss2_sum": 8899.572845470342,
            "tdvloss3_sum": 6542.127119048455,
            "Iesstloss_sum": 1209.1152686679466,
            "Ievstloss_sum": 1644.572764015727,
            "Ileadloss_sum": 487.1720076940118,
            "Itdvloss1_sum": 14937.858119308285,
            "Itdvloss2_sum": 8726.376492705824,
            "Itdvloss3_sum": 6386.901416814249,
            "sbcdfloss_sum": 7715.633872365045,
            "sbpdfloss_sum": 5707.263205646184,
            "sdregloss_sum": 2.3516378283308237,
            "vtimeloss_sum": 6806.182030762423,
            "Isbcdfloss_sum": 7694.218780298088,
            "Isbpdfloss_sum": 5682.157067408666,
            "Isdregloss_sum": 1.3603779076170797,
            "Ivtimeloss_sum": 6795.769007151238,
            "p0softloss_sum": 653632.9914889979,
            "p1softloss_sum": 87260.62256965737,
            "ptsoftentr_sum": 636015.0445485152,
            "wdnormal_batch": 0.22908633049635857,
            "Ip0softloss_sum": 653622.7852318106,
            "Ip1softloss_sum": 87257.10105471534,
            "gnorm_cap_batch": 211711.56380962083,
            "step_norm_batch": 2.662352001701502,
            "norm_noreg_batch": 1479024.2775378814,
            "window_end_batch": 273363791401.4014,
            "norm_normal_batch": 2971699.0988317905,
            "norm_output_batch": 739975.527461,
            "window_start_batch": 264412011677.62762,
            "sekiweightscale_sum": 697225.5288461808,
            "norm_normal_gamma_batch": 1992575.1291576552,
            "norm_output_noreg_batch": 54266.079175453124
        },
        "weights": {
            "wsum": 4513794944.0,
            "nsamp": 4513794944.0,
            "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": 127944.96175467386,
            "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,
            "step_norm_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": 800117.0798339844,
                "nsamp": 800256.0,
                "loss_sum": 19918947.364257812,
                "oloss_sum": 180053.82320022583,
                "pacc1_sum": 205486.2699584961,
                "sloss_sum": 145239.46433639526,
                "vloss_sum": 221936.01329040527,
                "Ioloss_sum": 180013.297290802,
                "Ipacc1_sum": 205598.9599609375,
                "Isloss_sum": 145176.44374847412,
                "Ivloss_sum": 221930.33027648926,
                "fploss_sum": 63950.913414001465,
                "p0loss_sum": 669449.181564331,
                "p1loss_sum": 115627.25077438354,
                "ptentr_sum": 370545.0593032837,
                "skloss_sum": 36521.108488202095,
                "smloss_sum": 14985.936384797096,
                "wsum_train": 11385712857.522476,
                "Ifploss_sum": 63896.78317260742,
                "Ip0loss_sum": 669341.6562042236,
                "Ip1loss_sum": 115574.6556148529,
                "Iskloss_sum": 36479.17940711975,
                "Ismloss_sum": 14985.301767587662,
                "nsamp_train": 11386795776.0,
                "qscloss_sum": 0.0,
                "qwlloss_sum": 0.0,
                "tdsloss_sum": 2967.2807120382786,
                "vsquare_sum": 157326.0335006714,
                "Iqscloss_sum": 0.0,
                "Iqwlloss_sum": 0.0,
                "Itdsloss_sum": 2968.2172693908215,
                "Ivsquare_sum": 160140.41762924194,
                "esstloss_sum": 4762.988425980322,
                "evstloss_sum": 6285.072151452303,
                "leadloss_sum": 1629.230078548193,
                "tdvloss1_sum": 50658.220151901245,
                "tdvloss2_sum": 29947.84094953537,
                "tdvloss3_sum": 21822.189348459244,
                "Iesstloss_sum": 4748.961176051758,
                "Ievstloss_sum": 6331.437366753817,
                "Ileadloss_sum": 1614.082034945488,
                "Itdvloss1_sum": 50625.49690246582,
                "Itdvloss2_sum": 29920.00972366333,
                "Itdvloss3_sum": 21803.695012807846,
                "sbcdfloss_sum": 24769.87142944336,
                "sbpdfloss_sum": 18019.430411338806,
                "sdregloss_sum": 7.329039346601348,
                "vtimeloss_sum": 21582.041741251945,
                "Isbcdfloss_sum": 24742.835272550583,
                "Isbpdfloss_sum": 17956.549804210663,
                "Isdregloss_sum": 4.3639808091684245,
                "Ivtimeloss_sum": 21578.848597049713,
                "p0softloss_sum": 2043907.4600830078,
                "p1softloss_sum": 273073.0158843994,
                "ptsoftentr_sum": 1988538.5173339844,
                "Ip0softloss_sum": 2043902.453125,
                "Ip1softloss_sum": 273062.79608917236,
                "norm_noreg_batch": 92283.793828125,
                "norm_normal_batch": 185419.7523515625,
                "norm_output_batch": 46171.02915820313,
                "sekiweightscale_sum": 2800409.7794189453,
                "norm_normal_gamma_batch": 124326.93009375001,
                "norm_output_noreg_batch": 3385.937660888672
            },
            "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": 4513794944.0,
                "Ifploss_sum": 400128.0,
                "Ip0loss_sum": 400128.0,
                "Ip1loss_sum": 400128.0,
                "Iskloss_sum": 400128.0,
                "Ismloss_sum": 400128.0,
                "nsamp_train": 4513794944.0,
                "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": "Forked from around s10820M training with AdamW",
    "log_gamma": 80.9687211833486,
    "log_gamma_uncertainty": 0.03846830353923554,
    "log_gamma_lower_confidence": 80.89178457627014,
    "log_gamma_upper_confidence": 81.04565779042707,
    "log_gamma_game_count": 3396,
    "log_gamma_offset": -1.1
}