Network List
API endpoint that allows networks to be viewed or edited.
GET /api/networks/?format=api&page=20
{ "count": 942, "next": "https://katagotraining.org/api/networks/?format=api&page=21", "previous": "https://katagotraining.org/api/networks/?format=api&page=19", "results": [ { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s7010139136-d3130207575/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s7010139136-d3130207575", "created_at": "2023-02-09T06:18:35.196532Z", "network_size": "b60c320", "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-b60c320-s7010139136-d3130207575.bin.gz", "model_file_bytes": 403538843, "model_file_sha256": "1eeb32682fa5e85d732e2a987470763274bee9165d7af01b08bcd4298996399c", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s7010139136-d3130207575.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6997549568-d3127123425/?format=api", "train_step": 7010139136, "total_num_data_rows": 3130207575, "extra_stats": { "skw": 6.637034893035889, "pslr": 3.000000106112566e-06, "wsum": 7010129920.0, "gnorm": 901.6640625, "nsamp": 7010130176, "oloss": 0.4644043445587158, "pacc1": 0.5079563856124878, "rloss": 0.04989921301603317, "sloss": 0.3762560188770294, "vloss": 0.5766086578369141, "fploss": 0.16736972332000732, "p0loss": 1.7047380208969116, "p1loss": 0.30497756600379944, "ptentr": 0.923957347869873, "skloss": 0.03736486658453941, "smloss": 0.05213453993201256, "exgnorm": 1.174328613992932e-35, "rscloss": 2.6737130610854365e-05, "rsdloss": 3.838585325866006e-05, "tdsloss": 0.009445806965231895, "tdvloss": 0.09751755744218826, "esstloss": 0.01341496966779232, "evstloss": 0.013726340606808662, "leadloss": 0.006153698544949293, "sbcdfloss": 0.07916206866502762, "sbpdfloss": 0.04902791231870651, "vtimeloss": 0.062376223504543304 }, "notes": "", "log_gamma": 77.78685122108513, "log_gamma_uncertainty": 0.0405668692430232, "log_gamma_lower_confidence": 77.70571748259908, "log_gamma_upper_confidence": 77.86798495957117, "log_gamma_game_count": 3107, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6997549568-d3127123425/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6997549568-d3127123425", "created_at": "2023-02-07T06:44:58.264047Z", "network_size": "b60c320", "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-b60c320-s6997549568-d3127123425.bin.gz", "model_file_bytes": 403542459, "model_file_sha256": "bdc9a5651268c9f94adf6269c5ec69dfc106524122e4892720224460cf9ccae9", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6997549568-d3127123425.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6985029120-d3123883154/?format=api", "train_step": 6997549568, "total_num_data_rows": 3127123425, "extra_stats": { "skw": 6.647732734680176, "pslr": 3.000000106112566e-06, "wsum": 6997539840.0, "gnorm": 901.4387817382812, "nsamp": 6997539584, "oloss": 0.4639554023742676, "pacc1": 0.5084154605865479, "rloss": 0.04989921301603317, "sloss": 0.37595170736312866, "vloss": 0.5764402747154236, "fploss": 0.16714319586753845, "p0loss": 1.7017838954925537, "p1loss": 0.3046399652957916, "ptentr": 0.9228607416152954, "skloss": 0.037094660103321075, "smloss": 0.05192040652036667, "exgnorm": 1.174328613992932e-35, "rscloss": 2.6980656912201084e-05, "rsdloss": 3.709924567374401e-05, "tdsloss": 0.009330475702881813, "tdvloss": 0.09677428007125854, "esstloss": 0.012315132655203342, "evstloss": 0.013321912847459316, "leadloss": 0.0061012255027890205, "sbcdfloss": 0.07888194918632507, "sbpdfloss": 0.04899473488330841, "vtimeloss": 0.06290985643863678 }, "notes": "", "log_gamma": 77.72078106210499, "log_gamma_uncertainty": 0.040371724975248345, "log_gamma_lower_confidence": 77.64003761215449, "log_gamma_upper_confidence": 77.8015245120555, "log_gamma_game_count": 3078, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b40c256-s12604774912-d3126339815/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b40c256-s12604774912-d3126339815", "created_at": "2023-02-06T22:08:25.024972Z", "network_size": "b40c256", "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-b40c256-s12604774912-d3126339815.bin.gz", "model_file_bytes": 173551252, "model_file_sha256": "52bc55ad393aa7684c6c6b21fd76f05719403a6a3f20e49406365fa70b369c2e", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b40c256-s12604774912-d3126339815.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b40c256-s12519813888-d3102712936/?format=api", "train_step": 12604774912, "total_num_data_rows": 3126339815, "extra_stats": { "skw": 6.633045196533203, "pslr": 1.500000053056283e-06, "wsum": 12613164032.0, "gnorm": 1643.479736328125, "nsamp": 12604761088, "oloss": 0.46469342708587646, "pacc1": 0.4995536506175995, "rloss": 0.029730558395385742, "sloss": 0.37652602791786194, "vloss": 0.5833714604377747, "fploss": 0.16861183941364288, "p0loss": 1.738368272781372, "p1loss": 0.31157001852989197, "ptentr": 0.9235648512840271, "skloss": 0.038341816514730453, "smloss": 0.05227843299508095, "exgnorm": 1.1736188260527047e-35, "rscloss": 0.00013315104297362268, "rsdloss": 0.00011258304584771395, "tdsloss": 0.009779362007975578, "tdvloss": 0.10225614905357361, "esstloss": 0.014025934971868992, "evstloss": 0.014916622079908848, "leadloss": 0.006978216115385294, "sbcdfloss": 0.07954476773738861, "sbpdfloss": 0.04986580088734627, "vtimeloss": 0.062250059098005295 }, "notes": "", "log_gamma": 77.12565780069707, "log_gamma_uncertainty": 0.03724676702151179, "log_gamma_lower_confidence": 77.05116426665404, "log_gamma_upper_confidence": 77.2001513347401, "log_gamma_game_count": 3662, "log_gamma_offset": -0.2 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6985029120-d3123883154/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6985029120-d3123883154", "created_at": "2023-02-05T19:06:36.195800Z", "network_size": "b60c320", "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-b60c320-s6985029120-d3123883154.bin.gz", "model_file_bytes": 403541996, "model_file_sha256": "8c4ce43973248b424d13c08fa88eba4d5f43f98497a4c2792329290a263793b9", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6985029120-d3123883154.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6972102144-d3120510323/?format=api", "train_step": 6985029120, "total_num_data_rows": 3123883154, "extra_stats": { "skw": 6.632768630981445, "pslr": 3.000000106112566e-06, "wsum": 6985019392.0, "gnorm": 901.0332641601562, "nsamp": 6985019392, "oloss": 0.4621434211730957, "pacc1": 0.5076179504394531, "rloss": 0.049899473786354065, "sloss": 0.37439364194869995, "vloss": 0.5776073932647705, "fploss": 0.16699105501174927, "p0loss": 1.7038815021514893, "p1loss": 0.3047238886356354, "ptentr": 0.9239776134490967, "skloss": 0.038303352892398834, "smloss": 0.05120700225234032, "exgnorm": 1.174328613992932e-35, "rscloss": 2.7849364414578304e-05, "rsdloss": 3.93151531170588e-05, "tdsloss": 0.009292645379900932, "tdvloss": 0.09739944338798523, "esstloss": 0.013190308585762978, "evstloss": 0.013499632477760315, "leadloss": 0.0061492519453167915, "sbcdfloss": 0.0780491977930069, "sbpdfloss": 0.04886197671294212, "vtimeloss": 0.06151995062828064 }, "notes": "", "log_gamma": 77.85343269586045, "log_gamma_uncertainty": 0.033637790088574336, "log_gamma_lower_confidence": 77.7861571156833, "log_gamma_upper_confidence": 77.9207082760376, "log_gamma_game_count": 4555, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6972102144-d3120510323/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6972102144-d3120510323", "created_at": "2023-02-04T05:55:00.242066Z", "network_size": "b60c320", "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-b60c320-s6972102144-d3120510323.bin.gz", "model_file_bytes": 403541580, "model_file_sha256": "90db9121077bed1a3d6bbb2f83ca8436c49d5b157ce07c2c7d5ed1bc5d3c4bb1", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6972102144-d3120510323.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6959440640-d3117125909/?format=api", "train_step": 6972102144, "total_num_data_rows": 3120510323, "extra_stats": { "skw": 6.663186073303223, "pslr": 3.000000106112566e-06, "wsum": 6972092416.0, "gnorm": 902.2225952148438, "nsamp": 6972092416, "oloss": 0.46266674995422363, "pacc1": 0.5087246298789978, "rloss": 0.049899473786354065, "sloss": 0.37476909160614014, "vloss": 0.5756306052207947, "fploss": 0.16720260679721832, "p0loss": 1.7016401290893555, "p1loss": 0.30473247170448303, "ptentr": 0.9265218377113342, "skloss": 0.03642686828970909, "smloss": 0.05157017335295677, "exgnorm": 1.174328613992932e-35, "rscloss": 2.636592762428336e-05, "rsdloss": 3.6836234357906505e-05, "tdsloss": 0.00939115695655346, "tdvloss": 0.0970935970544815, "esstloss": 0.013082691468298435, "evstloss": 0.013624514453113079, "leadloss": 0.006153454072773457, "sbcdfloss": 0.07845208048820496, "sbpdfloss": 0.04889828711748123, "vtimeloss": 0.06361144036054611 }, "notes": "", "log_gamma": 77.78412415041673, "log_gamma_uncertainty": 0.03990647661581384, "log_gamma_lower_confidence": 77.7043111971851, "log_gamma_upper_confidence": 77.86393710364835, "log_gamma_game_count": 3185, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6959440640-d3117125909/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6959440640-d3117125909", "created_at": "2023-02-02T05:59:26.312801Z", "network_size": "b60c320", "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-b60c320-s6959440640-d3117125909.bin.gz", "model_file_bytes": 403540846, "model_file_sha256": "a136efb6987ea57b9396e4078232d854944e15d131edcd86de65472cbef5df35", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6959440640-d3117125909.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6946645760-d3113872480/?format=api", "train_step": 6959440640, "total_num_data_rows": 3117125909, "extra_stats": { "skw": 6.64677619934082, "pslr": 3.000000106112566e-06, "wsum": 6959429632.0, "gnorm": 902.655029296875, "nsamp": 6959429632, "oloss": 0.46491163969039917, "pacc1": 0.5073467493057251, "rloss": 0.049899473786354065, "sloss": 0.37659865617752075, "vloss": 0.5748023390769958, "fploss": 0.16736629605293274, "p0loss": 1.7048768997192383, "p1loss": 0.3047460615634918, "ptentr": 0.9234352707862854, "skloss": 0.03757646679878235, "smloss": 0.05159560590982437, "exgnorm": 1.174328613992932e-35, "rscloss": 2.6813500880962238e-05, "rsdloss": 3.9814018236938864e-05, "tdsloss": 0.00926118716597557, "tdvloss": 0.09640513360500336, "esstloss": 0.012867089360952377, "evstloss": 0.01339287031441927, "leadloss": 0.006024167872965336, "sbcdfloss": 0.07859155535697937, "sbpdfloss": 0.0489875003695488, "vtimeloss": 0.06346093118190765 }, "notes": "", "log_gamma": 77.8006604573531, "log_gamma_uncertainty": 0.03996854781772653, "log_gamma_lower_confidence": 77.72072336171765, "log_gamma_upper_confidence": 77.88059755298856, "log_gamma_game_count": 3185, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6946645760-d3113872480/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6946645760-d3113872480", "created_at": "2023-01-31T11:01:16.679480Z", "network_size": "b60c320", "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-b60c320-s6946645760-d3113872480.bin.gz", "model_file_bytes": 403539446, "model_file_sha256": "c40a123732806fd0460b7c2b0b42c9e36e1e717a3df663e2b348d0c1cb8c6222", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6946645760-d3113872480.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6934121472-d3110690824/?format=api", "train_step": 6946645760, "total_num_data_rows": 3113872480, "extra_stats": { "skw": 6.651741027832031, "pslr": 3.000000106112566e-06, "wsum": 6948148224.0, "gnorm": 901.2998046875, "nsamp": 6946637568, "oloss": 0.4645119607448578, "pacc1": 0.5080285668373108, "rloss": 0.04989994317293167, "sloss": 0.37627455592155457, "vloss": 0.5787763595581055, "fploss": 0.16733144223690033, "p0loss": 1.6966753005981445, "p1loss": 0.30525609850883484, "ptentr": 0.920362114906311, "skloss": 0.036423951387405396, "smloss": 0.051708195358514786, "exgnorm": 3.0864475567845668e-30, "rscloss": 2.671101719897706e-05, "rsdloss": 3.3486874599475414e-05, "tdsloss": 0.009307225234806538, "tdvloss": 0.09715811908245087, "esstloss": 0.012433330528438091, "evstloss": 0.013521935790777206, "leadloss": 0.006184416823089123, "sbcdfloss": 0.07872149348258972, "sbpdfloss": 0.04908045381307602, "vtimeloss": 0.06246064603328705 }, "notes": "", "log_gamma": 77.77058789014488, "log_gamma_uncertainty": 0.03981614798516568, "log_gamma_lower_confidence": 77.69095559417455, "log_gamma_upper_confidence": 77.85022018611521, "log_gamma_game_count": 3208, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6934121472-d3110690824/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6934121472-d3110690824", "created_at": "2023-01-29T20:25:38.007679Z", "network_size": "b60c320", "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-b60c320-s6934121472-d3110690824.bin.gz", "model_file_bytes": 403540243, "model_file_sha256": "c40261db0450d338798c0486909e8a48bc806c6652ff4cca3b33a89099483da8", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6934121472-d3110690824.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6921528576-d3107233977/?format=api", "train_step": 6934121472, "total_num_data_rows": 3110690824, "extra_stats": { "skw": 6.6892924308776855, "pslr": 3.000000106112566e-06, "wsum": 6934113280.0, "gnorm": 899.5377197265625, "nsamp": 6934113024, "oloss": 0.4638691246509552, "pacc1": 0.5075803399085999, "rloss": 0.04990040510892868, "sloss": 0.3758561313152313, "vloss": 0.5763825178146362, "fploss": 0.16720004379749298, "p0loss": 1.7015806436538696, "p1loss": 0.3046189844608307, "ptentr": 0.9233449101448059, "skloss": 0.036153580993413925, "smloss": 0.05160568282008171, "exgnorm": 1.1740935725199526e-35, "rscloss": 2.766793841146864e-05, "rsdloss": 3.724798443727195e-05, "tdsloss": 0.009255713783204556, "tdvloss": 0.0970437079668045, "esstloss": 0.0129238311201334, "evstloss": 0.013565748929977417, "leadloss": 0.005873569753021002, "sbcdfloss": 0.07856354117393494, "sbpdfloss": 0.04889974743127823, "vtimeloss": 0.06099243089556694 }, "notes": "", "log_gamma": 77.7834448894781, "log_gamma_uncertainty": 0.04035934692681009, "log_gamma_lower_confidence": 77.70272619562448, "log_gamma_upper_confidence": 77.86416358333173, "log_gamma_game_count": 3082, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6921528576-d3107233977/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6921528576-d3107233977", "created_at": "2023-01-27T19:35:50.120281Z", "network_size": "b60c320", "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-b60c320-s6921528576-d3107233977.bin.gz", "model_file_bytes": 403540941, "model_file_sha256": "7bf8262146a776d62477ae335850eba080ea22d5d1c658c885fc0b2cd1dfb648", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6921528576-d3107233977.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6908673792-d3104143025/?format=api", "train_step": 6921528576, "total_num_data_rows": 3107233977, "extra_stats": { "skw": 6.64553165435791, "pslr": 3.000000106112566e-06, "wsum": 6920161280.0, "gnorm": 901.354736328125, "nsamp": 6921517824, "oloss": 0.4644419848918915, "pacc1": 0.5070182681083679, "rloss": 0.049900587648153305, "sloss": 0.3762598931789398, "vloss": 0.5779762268066406, "fploss": 0.16731174290180206, "p0loss": 1.7017616033554077, "p1loss": 0.3048085570335388, "ptentr": 0.9220532178878784, "skloss": 0.037515390664339066, "smloss": 0.05185031145811081, "exgnorm": 1.1740935725199526e-35, "rscloss": 2.73471960099414e-05, "rsdloss": 3.670774822239764e-05, "tdsloss": 0.009400605224072933, "tdvloss": 0.09748397022485733, "esstloss": 0.013042256236076355, "evstloss": 0.013748771511018276, "leadloss": 0.006221930496394634, "sbcdfloss": 0.0788588598370552, "sbpdfloss": 0.04905577376484871, "vtimeloss": 0.0622406043112278 }, "notes": "", "log_gamma": 77.77199921071745, "log_gamma_uncertainty": 0.040284243905073076, "log_gamma_lower_confidence": 77.69143072290731, "log_gamma_upper_confidence": 77.8525676985276, "log_gamma_game_count": 3087, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6908673792-d3104143025/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6908673792-d3104143025", "created_at": "2023-01-26T04:29:34.103050Z", "network_size": "b60c320", "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-b60c320-s6908673792-d3104143025.bin.gz", "model_file_bytes": 403542033, "model_file_sha256": "94e08ec85b4ff7576701a1ee40b5e2f23db868b11f9cf2db8c34ee3f7af594ef", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6908673792-d3104143025.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6896081152-d3100727418/?format=api", "train_step": 6908673792, "total_num_data_rows": 3104143025, "extra_stats": { "skw": 6.6942620277404785, "pslr": 3.000000106112566e-06, "wsum": 6908664832.0, "gnorm": 894.830322265625, "nsamp": 6908664832, "oloss": 0.4642801284790039, "pacc1": 0.506862461566925, "rloss": 0.0499006025493145, "sloss": 0.3761257529258728, "vloss": 0.5764591097831726, "fploss": 0.16712498664855957, "p0loss": 1.702947735786438, "p1loss": 0.3044013977050781, "ptentr": 0.9225026369094849, "skloss": 0.036318641155958176, "smloss": 0.05148191377520561, "exgnorm": 1.1740935725199526e-35, "rscloss": 2.6085110221174546e-05, "rsdloss": 3.6855548387393355e-05, "tdsloss": 0.009209019131958485, "tdvloss": 0.09643808007240295, "esstloss": 0.011933810077607632, "evstloss": 0.013386954553425312, "leadloss": 0.005899425595998764, "sbcdfloss": 0.07849349081516266, "sbpdfloss": 0.04895693063735962, "vtimeloss": 0.061340492218732834 }, "notes": "", "log_gamma": 77.86700392015445, "log_gamma_uncertainty": 0.029054099447847724, "log_gamma_lower_confidence": 77.80889572125875, "log_gamma_upper_confidence": 77.92511211905014, "log_gamma_game_count": 6156, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b40c256-s12519813888-d3102712936/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b40c256-s12519813888-d3102712936", "created_at": "2023-01-25T10:03:40.623087Z", "network_size": "b40c256", "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-b40c256-s12519813888-d3102712936.bin.gz", "model_file_bytes": 173551417, "model_file_sha256": "748e15c28c1f4a265d3955bdb078c7f5e2392750818ee5edbbe44d4f1ddba505", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b40c256-s12519813888-d3102712936.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b40c256-s12435162624-d3078993060/?format=api", "train_step": 12519813888, "total_num_data_rows": 3102712936, "extra_stats": { "skw": 6.633647918701172, "pslr": 1.500000053056283e-06, "wsum": 12519789568.0, "gnorm": 1642.584716796875, "nsamp": 12519789312, "oloss": 0.4646650552749634, "pacc1": 0.49944573640823364, "rloss": 0.02971532940864563, "sloss": 0.3765820562839508, "vloss": 0.58547443151474, "fploss": 0.16854746639728546, "p0loss": 1.7390666007995605, "p1loss": 0.3121527135372162, "ptentr": 0.9235230088233948, "skloss": 0.03818133473396301, "smloss": 0.0518515482544899, "exgnorm": 1.1736188260527047e-35, "rscloss": 0.00014339324843604118, "rsdloss": 0.00011161166185047477, "tdsloss": 0.00961356982588768, "tdvloss": 0.10246122628450394, "esstloss": 0.013538128696382046, "evstloss": 0.015064410865306854, "leadloss": 0.006788026541471481, "sbcdfloss": 0.07911544293165207, "sbpdfloss": 0.04985058307647705, "vtimeloss": 0.06221986189484596 }, "notes": "", "log_gamma": 77.06059562295566, "log_gamma_uncertainty": 0.0371269450917309, "log_gamma_lower_confidence": 76.9863417327722, "log_gamma_upper_confidence": 77.13484951313912, "log_gamma_game_count": 3674, "log_gamma_offset": -0.2 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6896081152-d3100727418/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6896081152-d3100727418", "created_at": "2023-01-24T12:40:50.659621Z", "network_size": "b60c320", "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-b60c320-s6896081152-d3100727418.bin.gz", "model_file_bytes": 403542228, "model_file_sha256": "172634fc959d093667130ba5d932c01812f1321996a800179bac6a67e7c72a49", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6896081152-d3100727418.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6883286272-d3097411284/?format=api", "train_step": 6896081152, "total_num_data_rows": 3100727418, "extra_stats": { "skw": 6.651135444641113, "pslr": 3.000000106112566e-06, "wsum": 6896070656.0, "gnorm": 902.1674194335938, "nsamp": 6896070400, "oloss": 0.46459776163101196, "pacc1": 0.5076941847801208, "rloss": 0.04990092292428017, "sloss": 0.37645265460014343, "vloss": 0.5807504653930664, "fploss": 0.16741614043712616, "p0loss": 1.7013884782791138, "p1loss": 0.30535563826560974, "ptentr": 0.9219149947166443, "skloss": 0.03724221885204315, "smloss": 0.05202943831682205, "exgnorm": 1.1740935725199526e-35, "rscloss": 2.5968118279706687e-05, "rsdloss": 3.728524825419299e-05, "tdsloss": 0.009342179633677006, "tdvloss": 0.09786513447761536, "esstloss": 0.012718853540718555, "evstloss": 0.013759009540081024, "leadloss": 0.006108027417212725, "sbcdfloss": 0.07915902882814407, "sbpdfloss": 0.049096740782260895, "vtimeloss": 0.06245691701769829 }, "notes": "", "log_gamma": 77.71819158801149, "log_gamma_uncertainty": 0.03985787122529192, "log_gamma_lower_confidence": 77.6384758455609, "log_gamma_upper_confidence": 77.79790733046208, "log_gamma_game_count": 3117, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6883286272-d3097411284/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6883286272-d3097411284", "created_at": "2023-01-22T19:22:22.226187Z", "network_size": "b60c320", "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-b60c320-s6883286272-d3097411284.bin.gz", "model_file_bytes": 403541942, "model_file_sha256": "0ae66770f4f7230f47a5c2a3311b279aa81bbff39511ba2dc0cc4b9c5d435a3c", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6883286272-d3097411284.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6870566656-d3094083260/?format=api", "train_step": 6883286272, "total_num_data_rows": 3097411284, "extra_stats": { "skw": 6.664902687072754, "pslr": 3.000000106112566e-06, "wsum": 6883276288.0, "gnorm": 897.5606079101562, "nsamp": 6883276288, "oloss": 0.4630553424358368, "pacc1": 0.5087089538574219, "rloss": 0.049901071935892105, "sloss": 0.37505945563316345, "vloss": 0.5781199336051941, "fploss": 0.16733328998088837, "p0loss": 1.699438214302063, "p1loss": 0.3046230971813202, "ptentr": 0.9203892946243286, "skloss": 0.03603992611169815, "smloss": 0.050851549953222275, "exgnorm": 1.1740935725199526e-35, "rscloss": 2.6039084332296625e-05, "rsdloss": 3.9217487938003615e-05, "tdsloss": 0.00920442957431078, "tdvloss": 0.09791933745145798, "esstloss": 0.013333417475223541, "evstloss": 0.013741630129516125, "leadloss": 0.005966327618807554, "sbcdfloss": 0.07780973613262177, "sbpdfloss": 0.04891429841518402, "vtimeloss": 0.062200289219617844 }, "notes": "", "log_gamma": 77.75057227462563, "log_gamma_uncertainty": 0.039862528672963464, "log_gamma_lower_confidence": 77.6708472172797, "log_gamma_upper_confidence": 77.83029733197155, "log_gamma_game_count": 3158, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6870566656-d3094083260/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6870566656-d3094083260", "created_at": "2023-01-20T11:02:42.089695Z", "network_size": "b60c320", "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-b60c320-s6870566656-d3094083260.bin.gz", "model_file_bytes": 403541607, "model_file_sha256": "a0435016027519cc0e8792e0be3a98ce224a2cd0fab5a0d5f70a2d1f44bc401e", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6870566656-d3094083260.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6857910528-d3090878822/?format=api", "train_step": 6870566656, "total_num_data_rows": 3094083260, "extra_stats": { "skw": 6.774118900299072, "pslr": 3.000000106112566e-06, "wsum": 6870557696.0, "gnorm": 895.2083740234375, "nsamp": 6870557952, "oloss": 0.46382495760917664, "pacc1": 0.5076345801353455, "rloss": 0.04990158602595329, "sloss": 0.3757549226284027, "vloss": 0.579379141330719, "fploss": 0.16722680628299713, "p0loss": 1.6985312700271606, "p1loss": 0.30490559339523315, "ptentr": 0.9211987257003784, "skloss": 0.033933576196432114, "smloss": 0.05141771584749222, "exgnorm": 1.1740935725199526e-35, "rscloss": 2.73846453637816e-05, "rsdloss": 3.583374200388789e-05, "tdsloss": 0.009234897792339325, "tdvloss": 0.09748265892267227, "esstloss": 0.012265393510460854, "evstloss": 0.013487730175256729, "leadloss": 0.005818372126668692, "sbcdfloss": 0.07836542278528214, "sbpdfloss": 0.04893701523542404, "vtimeloss": 0.06156289950013161 }, "notes": "", "log_gamma": 77.7296895862218, "log_gamma_uncertainty": 0.03964945670815375, "log_gamma_lower_confidence": 77.65039067280549, "log_gamma_upper_confidence": 77.8089884996381, "log_gamma_game_count": 3164, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6857910528-d3090878822/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6857910528-d3090878822", "created_at": "2023-01-18T13:12:54.193316Z", "network_size": "b60c320", "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-b60c320-s6857910528-d3090878822.bin.gz", "model_file_bytes": 403541997, "model_file_sha256": "3a371c8514743973200ab15341ad3c51e895a48c79f86d7316f13bb2e8bd90c0", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6857910528-d3090878822.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6845253888-d3087441667/?format=api", "train_step": 6857910528, "total_num_data_rows": 3090878822, "extra_stats": { "skw": 6.757382392883301, "pslr": 3.000000106112566e-06, "wsum": 6856556544.0, "gnorm": 905.7625732421875, "nsamp": 6857901312, "oloss": 0.46303752064704895, "pacc1": 0.507408618927002, "rloss": 0.04990177974104881, "sloss": 0.3752827048301697, "vloss": 0.5766482353210449, "fploss": 0.16708169877529144, "p0loss": 1.7035216093063354, "p1loss": 0.3051799535751343, "ptentr": 0.9244452714920044, "skloss": 0.03455967456102371, "smloss": 0.050995487719774246, "exgnorm": 1.1740935725199526e-35, "rscloss": 2.7934711397392675e-05, "rsdloss": 3.863008532789536e-05, "tdsloss": 0.009283718653023243, "tdvloss": 0.09716111421585083, "esstloss": 0.013033761642873287, "evstloss": 0.013756795786321163, "leadloss": 0.006274598650634289, "sbcdfloss": 0.07788468152284622, "sbpdfloss": 0.04876990616321564, "vtimeloss": 0.061816148459911346 }, "notes": "", "log_gamma": 77.80319575816458, "log_gamma_uncertainty": 0.040264736966556774, "log_gamma_lower_confidence": 77.72266628423147, "log_gamma_upper_confidence": 77.88372523209769, "log_gamma_game_count": 3118, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6845253888-d3087441667/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6845253888-d3087441667", "created_at": "2023-01-16T05:18:00.652423Z", "network_size": "b60c320", "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-b60c320-s6845253888-d3087441667.bin.gz", "model_file_bytes": 403542789, "model_file_sha256": "294284d67ece4dfa15c3be990fba92af5894b4bb55d09b56c147eeda27c0093d", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6845253888-d3087441667.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6832592896-d3084152921/?format=api", "train_step": 6845253888, "total_num_data_rows": 3087441667, "extra_stats": { "skw": 6.704671859741211, "pslr": 3.000000106112566e-06, "wsum": 6845246464.0, "gnorm": 898.5737915039062, "nsamp": 6845246464, "oloss": 0.4634334146976471, "pacc1": 0.5089402794837952, "rloss": 0.049902260303497314, "sloss": 0.3754361569881439, "vloss": 0.5779063105583191, "fploss": 0.16734524071216583, "p0loss": 1.6995002031326294, "p1loss": 0.3044670522212982, "ptentr": 0.9207253456115723, "skloss": 0.035955823957920074, "smloss": 0.05110234394669533, "exgnorm": 1.1740935725199526e-35, "rscloss": 2.7077978302258998e-05, "rsdloss": 3.600832860684022e-05, "tdsloss": 0.009272497147321701, "tdvloss": 0.09707540273666382, "esstloss": 0.012323452159762383, "evstloss": 0.013492624275386333, "leadloss": 0.0059051006101071835, "sbcdfloss": 0.07806477695703506, "sbpdfloss": 0.04889035224914551, "vtimeloss": 0.061612799763679504 }, "notes": "", "log_gamma": 77.71516790560739, "log_gamma_uncertainty": 0.03955625862162055, "log_gamma_lower_confidence": 77.63605538836414, "log_gamma_upper_confidence": 77.79428042285063, "log_gamma_game_count": 3160, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6832592896-d3084152921/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6832592896-d3084152921", "created_at": "2023-01-13T07:01:01.695994Z", "network_size": "b60c320", "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-b60c320-s6832592896-d3084152921.bin.gz", "model_file_bytes": 403544930, "model_file_sha256": "b59ec02b996b6269a665c003fcd5660c1ad4b7b91668548794ebcce4a480fdfe", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6832592896-d3084152921.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6820267264-d3080732832/?format=api", "train_step": 6832592896, "total_num_data_rows": 3084152921, "extra_stats": { "skw": 6.743414878845215, "pslr": 3.000000106112566e-06, "wsum": 6831099904.0, "gnorm": 896.5228271484375, "nsamp": 6832584448, "oloss": 0.46203967928886414, "pacc1": 0.5080952048301697, "rloss": 0.0499022975564003, "sloss": 0.37435290217399597, "vloss": 0.5776523351669312, "fploss": 0.16685165464878082, "p0loss": 1.703341007232666, "p1loss": 0.3049599528312683, "ptentr": 0.9260869026184082, "skloss": 0.03499661758542061, "smloss": 0.051698554307222366, "exgnorm": 1.1740935725199526e-35, "rscloss": 2.7578618755796924e-05, "rsdloss": 3.3075950341299176e-05, "tdsloss": 0.009142981842160225, "tdvloss": 0.09705568850040436, "esstloss": 0.012203038670122623, "evstloss": 0.013488463126122952, "leadloss": 0.005961650982499123, "sbcdfloss": 0.07860603928565979, "sbpdfloss": 0.04886618256568909, "vtimeloss": 0.061033304780721664 }, "notes": "", "log_gamma": 77.8338327291227, "log_gamma_uncertainty": 0.03289160602352278, "log_gamma_lower_confidence": 77.76804951707565, "log_gamma_upper_confidence": 77.89961594116976, "log_gamma_game_count": 4675, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6820267264-d3080732832/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6820267264-d3080732832", "created_at": "2023-01-09T22:44:09.401658Z", "network_size": "b60c320", "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-b60c320-s6820267264-d3080732832.bin.gz", "model_file_bytes": 403542625, "model_file_sha256": "1365f5f82778e3534b30219d4cc45399d1423b303b87ca252764202c0aab31bb", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6820267264-d3080732832.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6807406848-d3077582811/?format=api", "train_step": 6820267264, "total_num_data_rows": 3080732832, "extra_stats": { "skw": 6.674419403076172, "pslr": 3.000000106112566e-06, "wsum": 6818777088.0, "gnorm": 898.946044921875, "nsamp": 6820259328, "oloss": 0.4632109999656677, "pacc1": 0.5074284076690674, "rloss": 0.049903154373168945, "sloss": 0.37530022859573364, "vloss": 0.5793891549110413, "fploss": 0.16743722558021545, "p0loss": 1.6999468803405762, "p1loss": 0.3050587475299835, "ptentr": 0.9206161499023438, "skloss": 0.036522913724184036, "smloss": 0.05090298131108284, "exgnorm": 1.1740935725199526e-35, "rscloss": 2.5795132387429476e-05, "rsdloss": 3.347721940372139e-05, "tdsloss": 0.009192494675517082, "tdvloss": 0.09756135195493698, "esstloss": 0.012663849629461765, "evstloss": 0.01361460518091917, "leadloss": 0.006293438374996185, "sbcdfloss": 0.07782848924398422, "sbpdfloss": 0.04888608306646347, "vtimeloss": 0.06242342293262482 }, "notes": "", "log_gamma": 77.75244110033651, "log_gamma_uncertainty": 0.03974703946114806, "log_gamma_lower_confidence": 77.67294702141422, "log_gamma_upper_confidence": 77.8319351792588, "log_gamma_game_count": 3208, "log_gamma_offset": -1.5 }, { "url": "https://katagotraining.org/api/networks/kata1-b40c256-s12435162624-d3078993060/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b40c256-s12435162624-d3078993060", "created_at": "2023-01-07T14:35:16.971312Z", "network_size": "b40c256", "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-b40c256-s12435162624-d3078993060.bin.gz", "model_file_bytes": 173550729, "model_file_sha256": "1aed13eeb185b2e0ceed3d82977d07ae7836c5493af5d2e37a531fdbf077c190", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b40c256-s12435162624-d3078993060.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b40c256-s12350780416-d3055274313/?format=api", "train_step": 12435162624, "total_num_data_rows": 3078993060, "extra_stats": { "skw": 6.779341220855713, "pslr": 1.500000053056283e-06, "wsum": 12435149824.0, "gnorm": 1647.037353515625, "nsamp": 12435149824, "oloss": 0.4636270999908447, "pacc1": 0.4997667074203491, "rloss": 0.02969888038933277, "sloss": 0.37592190504074097, "vloss": 0.5856668949127197, "fploss": 0.16850847005844116, "p0loss": 1.7368441820144653, "p1loss": 0.3120911121368408, "ptentr": 0.9220311641693115, "skloss": 0.034243661910295486, "smloss": 0.05109809339046478, "exgnorm": 1.1736188260527047e-35, "rscloss": 0.00016181023966055363, "rsdloss": 0.00010982566891470924, "tdsloss": 0.009392878040671349, "tdvloss": 0.10216550529003143, "esstloss": 0.012575068511068821, "evstloss": 0.014808162115514278, "leadloss": 0.006744780577719212, "sbcdfloss": 0.0783504992723465, "sbpdfloss": 0.049874208867549896, "vtimeloss": 0.0618126280605793 }, "notes": "", "log_gamma": 77.1140262723919, "log_gamma_uncertainty": 0.03711195049797062, "log_gamma_lower_confidence": 77.03980237139595, "log_gamma_upper_confidence": 77.18825017338784, "log_gamma_game_count": 3662, "log_gamma_offset": -0.2 }, { "url": "https://katagotraining.org/api/networks/kata1-b60c320-s6807406848-d3077582811/?format=api", "run": "https://katagotraining.org/api/runs/kata1/?format=api", "name": "kata1-b60c320-s6807406848-d3077582811", "created_at": "2023-01-06T10:06:46.477816Z", "network_size": "b60c320", "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-b60c320-s6807406848-d3077582811.bin.gz", "model_file_bytes": 403545093, "model_file_sha256": "e78b8e76855ff706bdf00e20f9a3bdfb2598ff7306ec14ebd0d6c30569926327", "model_zip_file": "https://media.katagotraining.org/uploaded/networks/zips/kata1/kata1-b60c320-s6807406848-d3077582811.zip", "parent_network": "https://katagotraining.org/api/networks/kata1-b60c320-s6794945792-d3074237803/?format=api", "train_step": 6807406848, "total_num_data_rows": 3077582811, "extra_stats": { "skw": 6.743756294250488, "pslr": 3.000000106112566e-06, "wsum": 6807399936.0, "gnorm": 905.3805541992188, "nsamp": 6807399936, "oloss": 0.46235382556915283, "pacc1": 0.5082764625549316, "rloss": 0.04990333318710327, "sloss": 0.374706894159317, "vloss": 0.5785114765167236, "fploss": 0.16715005040168762, "p0loss": 1.701987624168396, "p1loss": 0.3048788607120514, "ptentr": 0.9212076663970947, "skloss": 0.03403417766094208, "smloss": 0.05070970952510834, "exgnorm": 1.1740935725199526e-35, "rscloss": 2.8159873181721196e-05, "rsdloss": 3.4057760785799474e-05, "tdsloss": 0.00923159159719944, "tdvloss": 0.09746066480875015, "esstloss": 0.012656440027058125, "evstloss": 0.01374573539942503, "leadloss": 0.006130348891019821, "sbcdfloss": 0.07755670696496964, "sbpdfloss": 0.04875070974230766, "vtimeloss": 0.06108013167977333 }, "notes": "", "log_gamma": 77.77526469104149, "log_gamma_uncertainty": 0.03985662520082743, "log_gamma_lower_confidence": 77.69555144063983, "log_gamma_upper_confidence": 77.85497794144314, "log_gamma_game_count": 3198, "log_gamma_offset": -1.5 } ] }