wannaphong's picture
Upload trainer_state.json
81e9b06
{
"best_metric": 1.0,
"best_model_checkpoint": "./models/checkpoint-602",
"epoch": 98.0,
"global_step": 58996,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 5.99e-05,
"loss": 9.7183,
"step": 602
},
{
"epoch": 1.0,
"eval_loss": 3.9950010776519775,
"eval_runtime": 377.3539,
"eval_samples_per_second": 12.24,
"eval_steps_per_second": 0.154,
"eval_wer": 1.0,
"step": 602
},
{
"epoch": 2.0,
"learning_rate": 9.966047297297298e-05,
"loss": 2.4521,
"step": 1204
},
{
"epoch": 2.0,
"eval_loss": 0.7947585582733154,
"eval_runtime": 335.0691,
"eval_samples_per_second": 13.785,
"eval_steps_per_second": 0.173,
"eval_wer": 0.7436259622854722,
"step": 1204
},
{
"epoch": 3.0,
"learning_rate": 9.864358108108108e-05,
"loss": 0.7245,
"step": 1806
},
{
"epoch": 3.0,
"eval_loss": 0.5130816698074341,
"eval_runtime": 367.2509,
"eval_samples_per_second": 12.577,
"eval_steps_per_second": 0.158,
"eval_wer": 0.6208418673635143,
"step": 1806
},
{
"epoch": 4.0,
"learning_rate": 9.762668918918919e-05,
"loss": 0.5488,
"step": 2408
},
{
"epoch": 4.0,
"eval_loss": 0.4323376417160034,
"eval_runtime": 384.1184,
"eval_samples_per_second": 12.025,
"eval_steps_per_second": 0.151,
"eval_wer": 0.5652941591920333,
"step": 2408
},
{
"epoch": 5.0,
"learning_rate": 9.66097972972973e-05,
"loss": 0.4613,
"step": 3010
},
{
"epoch": 5.0,
"eval_loss": 0.3905767500400543,
"eval_runtime": 369.1827,
"eval_samples_per_second": 12.511,
"eval_steps_per_second": 0.157,
"eval_wer": 0.5313934599901123,
"step": 3010
},
{
"epoch": 6.0,
"learning_rate": 9.559290540540541e-05,
"loss": 0.4138,
"step": 3612
},
{
"epoch": 6.0,
"eval_loss": 0.36640074849128723,
"eval_runtime": 327.6142,
"eval_samples_per_second": 14.099,
"eval_steps_per_second": 0.177,
"eval_wer": 0.5138074722791157,
"step": 3612
},
{
"epoch": 7.0,
"learning_rate": 9.457601351351352e-05,
"loss": 0.3768,
"step": 4214
},
{
"epoch": 7.0,
"eval_loss": 0.34569260478019714,
"eval_runtime": 320.036,
"eval_samples_per_second": 14.433,
"eval_steps_per_second": 0.181,
"eval_wer": 0.49265484850625046,
"step": 4214
},
{
"epoch": 8.0,
"learning_rate": 9.355912162162163e-05,
"loss": 0.3493,
"step": 4816
},
{
"epoch": 8.0,
"eval_loss": 0.3470996916294098,
"eval_runtime": 322.8379,
"eval_samples_per_second": 14.307,
"eval_steps_per_second": 0.18,
"eval_wer": 0.48280245780069214,
"step": 4816
},
{
"epoch": 9.0,
"learning_rate": 9.254222972972973e-05,
"loss": 0.3278,
"step": 5418
},
{
"epoch": 9.0,
"eval_loss": 0.329658180475235,
"eval_runtime": 351.53,
"eval_samples_per_second": 13.14,
"eval_steps_per_second": 0.165,
"eval_wer": 0.4710431527650258,
"step": 5418
},
{
"epoch": 10.0,
"learning_rate": 9.152533783783784e-05,
"loss": 0.3042,
"step": 6020
},
{
"epoch": 10.0,
"eval_loss": 0.3340738117694855,
"eval_runtime": 307.6844,
"eval_samples_per_second": 15.012,
"eval_steps_per_second": 0.189,
"eval_wer": 0.4614732678861502,
"step": 6020
},
{
"epoch": 11.0,
"learning_rate": 9.050844594594595e-05,
"loss": 0.2902,
"step": 6622
},
{
"epoch": 11.0,
"eval_loss": 0.31241220235824585,
"eval_runtime": 313.7253,
"eval_samples_per_second": 14.723,
"eval_steps_per_second": 0.185,
"eval_wer": 0.4491842644254538,
"step": 6622
},
{
"epoch": 12.0,
"learning_rate": 8.949155405405406e-05,
"loss": 0.2748,
"step": 7224
},
{
"epoch": 12.0,
"eval_loss": 0.3046228885650635,
"eval_runtime": 310.6627,
"eval_samples_per_second": 14.868,
"eval_steps_per_second": 0.187,
"eval_wer": 0.4424747510417402,
"step": 7224
},
{
"epoch": 13.0,
"learning_rate": 8.847466216216217e-05,
"loss": 0.263,
"step": 7826
},
{
"epoch": 13.0,
"eval_loss": 0.3139520585536957,
"eval_runtime": 306.886,
"eval_samples_per_second": 15.051,
"eval_steps_per_second": 0.189,
"eval_wer": 0.4403206441132848,
"step": 7826
},
{
"epoch": 14.0,
"learning_rate": 8.745945945945946e-05,
"loss": 0.2506,
"step": 8428
},
{
"epoch": 14.0,
"eval_loss": 0.3264484107494354,
"eval_runtime": 314.9752,
"eval_samples_per_second": 14.665,
"eval_steps_per_second": 0.184,
"eval_wer": 0.4372837064764461,
"step": 8428
},
{
"epoch": 15.0,
"learning_rate": 8.644256756756757e-05,
"loss": 0.2395,
"step": 9030
},
{
"epoch": 15.0,
"eval_loss": 0.3298631012439728,
"eval_runtime": 313.3642,
"eval_samples_per_second": 14.74,
"eval_steps_per_second": 0.185,
"eval_wer": 0.4310332650610919,
"step": 9030
},
{
"epoch": 16.0,
"learning_rate": 8.542567567567568e-05,
"loss": 0.2289,
"step": 9632
},
{
"epoch": 16.0,
"eval_loss": 0.32563555240631104,
"eval_runtime": 316.6154,
"eval_samples_per_second": 14.589,
"eval_steps_per_second": 0.183,
"eval_wer": 0.4247828236457377,
"step": 9632
},
{
"epoch": 17.0,
"learning_rate": 8.440878378378379e-05,
"loss": 0.2229,
"step": 10234
},
{
"epoch": 17.0,
"eval_loss": 0.30847427248954773,
"eval_runtime": 314.5985,
"eval_samples_per_second": 14.682,
"eval_steps_per_second": 0.184,
"eval_wer": 0.4183205028603715,
"step": 10234
},
{
"epoch": 18.0,
"learning_rate": 8.339358108108109e-05,
"loss": 0.2123,
"step": 10836
},
{
"epoch": 18.0,
"eval_loss": 0.32277214527130127,
"eval_runtime": 319.0938,
"eval_samples_per_second": 14.475,
"eval_steps_per_second": 0.182,
"eval_wer": 0.41549544459354476,
"step": 10836
},
{
"epoch": 19.0,
"learning_rate": 8.23766891891892e-05,
"loss": 0.2059,
"step": 11438
},
{
"epoch": 19.0,
"eval_loss": 0.32871213555336,
"eval_runtime": 322.1095,
"eval_samples_per_second": 14.34,
"eval_steps_per_second": 0.18,
"eval_wer": 0.4104103397132566,
"step": 11438
},
{
"epoch": 20.0,
"learning_rate": 8.135979729729731e-05,
"loss": 0.2011,
"step": 12040
},
{
"epoch": 20.0,
"eval_loss": 0.3290630877017975,
"eval_runtime": 327.3838,
"eval_samples_per_second": 14.109,
"eval_steps_per_second": 0.177,
"eval_wer": 0.4098100148315559,
"step": 12040
},
{
"epoch": 21.0,
"learning_rate": 8.03429054054054e-05,
"loss": 0.1948,
"step": 12642
},
{
"epoch": 21.0,
"eval_loss": 0.3254837393760681,
"eval_runtime": 343.6765,
"eval_samples_per_second": 13.44,
"eval_steps_per_second": 0.169,
"eval_wer": 0.4006638886927043,
"step": 12642
},
{
"epoch": 22.0,
"learning_rate": 7.932770270270272e-05,
"loss": 0.1884,
"step": 13244
},
{
"epoch": 22.0,
"eval_loss": 0.3118044137954712,
"eval_runtime": 335.2687,
"eval_samples_per_second": 13.777,
"eval_steps_per_second": 0.173,
"eval_wer": 0.39858040822091956,
"step": 13244
},
{
"epoch": 23.0,
"learning_rate": 7.831081081081081e-05,
"loss": 0.1806,
"step": 13846
},
{
"epoch": 23.0,
"eval_loss": 0.3262838125228882,
"eval_runtime": 390.3862,
"eval_samples_per_second": 11.832,
"eval_steps_per_second": 0.149,
"eval_wer": 0.3974150716858535,
"step": 13846
},
{
"epoch": 24.0,
"learning_rate": 7.729391891891892e-05,
"loss": 0.1782,
"step": 14448
},
{
"epoch": 24.0,
"eval_loss": 0.3207845687866211,
"eval_runtime": 360.7865,
"eval_samples_per_second": 12.803,
"eval_steps_per_second": 0.161,
"eval_wer": 0.39123525672717,
"step": 14448
},
{
"epoch": 25.0,
"learning_rate": 7.627702702702702e-05,
"loss": 0.1729,
"step": 15050
},
{
"epoch": 25.0,
"eval_loss": 0.3174630105495453,
"eval_runtime": 356.0372,
"eval_samples_per_second": 12.973,
"eval_steps_per_second": 0.163,
"eval_wer": 0.3948372060173741,
"step": 15050
},
{
"epoch": 26.0,
"learning_rate": 7.526013513513513e-05,
"loss": 0.1687,
"step": 15652
},
{
"epoch": 26.0,
"eval_loss": 0.3447326123714447,
"eval_runtime": 369.502,
"eval_samples_per_second": 12.501,
"eval_steps_per_second": 0.157,
"eval_wer": 0.38544388728017515,
"step": 15652
},
{
"epoch": 27.0,
"learning_rate": 7.424324324324324e-05,
"loss": 0.167,
"step": 16254
},
{
"epoch": 27.0,
"eval_loss": 0.3525393605232239,
"eval_runtime": 355.9444,
"eval_samples_per_second": 12.977,
"eval_steps_per_second": 0.163,
"eval_wer": 0.3901052334204393,
"step": 16254
},
{
"epoch": 28.0,
"learning_rate": 7.322635135135135e-05,
"loss": 0.1619,
"step": 16856
},
{
"epoch": 28.0,
"eval_loss": 0.3377859592437744,
"eval_runtime": 331.4224,
"eval_samples_per_second": 13.937,
"eval_steps_per_second": 0.175,
"eval_wer": 0.3853732608235045,
"step": 16856
},
{
"epoch": 29.0,
"learning_rate": 7.220945945945946e-05,
"loss": 0.1549,
"step": 17458
},
{
"epoch": 29.0,
"eval_loss": 0.35701897740364075,
"eval_runtime": 327.8021,
"eval_samples_per_second": 14.091,
"eval_steps_per_second": 0.177,
"eval_wer": 0.3870682957836005,
"step": 17458
},
{
"epoch": 30.0,
"learning_rate": 7.119425675675676e-05,
"loss": 0.1543,
"step": 18060
},
{
"epoch": 30.0,
"eval_loss": 0.3298207223415375,
"eval_runtime": 329.7188,
"eval_samples_per_second": 14.009,
"eval_steps_per_second": 0.176,
"eval_wer": 0.38085316759658167,
"step": 18060
},
{
"epoch": 31.0,
"learning_rate": 7.017736486486487e-05,
"loss": 0.15,
"step": 18662
},
{
"epoch": 31.0,
"eval_loss": 0.34915244579315186,
"eval_runtime": 362.9462,
"eval_samples_per_second": 12.726,
"eval_steps_per_second": 0.16,
"eval_wer": 0.3779221696447489,
"step": 18662
},
{
"epoch": 32.0,
"learning_rate": 6.916047297297298e-05,
"loss": 0.1459,
"step": 19264
},
{
"epoch": 32.0,
"eval_loss": 0.3343390226364136,
"eval_runtime": 363.1934,
"eval_samples_per_second": 12.718,
"eval_steps_per_second": 0.16,
"eval_wer": 0.37530899074793417,
"step": 19264
},
{
"epoch": 33.0,
"learning_rate": 6.814527027027028e-05,
"loss": 0.1439,
"step": 19866
},
{
"epoch": 33.0,
"eval_loss": 0.3707464039325714,
"eval_runtime": 319.1722,
"eval_samples_per_second": 14.472,
"eval_steps_per_second": 0.182,
"eval_wer": 0.3783106151564376,
"step": 19866
},
{
"epoch": 34.0,
"learning_rate": 6.713006756756756e-05,
"loss": 0.1386,
"step": 20468
},
{
"epoch": 34.0,
"eval_loss": 0.3442770838737488,
"eval_runtime": 326.9396,
"eval_samples_per_second": 14.128,
"eval_steps_per_second": 0.177,
"eval_wer": 0.3738964616145208,
"step": 20468
},
{
"epoch": 35.0,
"learning_rate": 6.611317567567568e-05,
"loss": 0.1374,
"step": 21070
},
{
"epoch": 35.0,
"eval_loss": 0.36009541153907776,
"eval_runtime": 311.0687,
"eval_samples_per_second": 14.849,
"eval_steps_per_second": 0.186,
"eval_wer": 0.37350801610283213,
"step": 21070
},
{
"epoch": 36.0,
"learning_rate": 6.509628378378379e-05,
"loss": 0.1334,
"step": 21672
},
{
"epoch": 36.0,
"eval_loss": 0.37101128697395325,
"eval_runtime": 289.3281,
"eval_samples_per_second": 15.965,
"eval_steps_per_second": 0.2,
"eval_wer": 0.37138922240271205,
"step": 21672
},
{
"epoch": 37.0,
"learning_rate": 6.40793918918919e-05,
"loss": 0.13,
"step": 22274
},
{
"epoch": 37.0,
"eval_loss": 0.3545927107334137,
"eval_runtime": 291.5095,
"eval_samples_per_second": 15.845,
"eval_steps_per_second": 0.199,
"eval_wer": 0.3684935376792146,
"step": 22274
},
{
"epoch": 38.0,
"learning_rate": 6.306250000000001e-05,
"loss": 0.1266,
"step": 22876
},
{
"epoch": 38.0,
"eval_loss": 0.37049075961112976,
"eval_runtime": 328.1134,
"eval_samples_per_second": 14.077,
"eval_steps_per_second": 0.177,
"eval_wer": 0.367787273112508,
"step": 22876
},
{
"epoch": 39.0,
"learning_rate": 6.20456081081081e-05,
"loss": 0.1253,
"step": 23478
},
{
"epoch": 39.0,
"eval_loss": 0.3741365373134613,
"eval_runtime": 476.2923,
"eval_samples_per_second": 9.698,
"eval_steps_per_second": 0.122,
"eval_wer": 0.37011794618264,
"step": 23478
},
{
"epoch": 40.0,
"learning_rate": 6.103040540540541e-05,
"loss": 0.1221,
"step": 24080
},
{
"epoch": 40.0,
"eval_loss": 0.3850318491458893,
"eval_runtime": 331.7813,
"eval_samples_per_second": 13.922,
"eval_steps_per_second": 0.175,
"eval_wer": 0.37220142665442474,
"step": 24080
},
{
"epoch": 41.0,
"learning_rate": 6.001351351351352e-05,
"loss": 0.1205,
"step": 24682
},
{
"epoch": 41.0,
"eval_loss": 0.3865145146846771,
"eval_runtime": 328.7451,
"eval_samples_per_second": 14.05,
"eval_steps_per_second": 0.176,
"eval_wer": 0.3651034677590225,
"step": 24682
},
{
"epoch": 42.0,
"learning_rate": 5.899662162162163e-05,
"loss": 0.1179,
"step": 25284
},
{
"epoch": 42.0,
"eval_loss": 0.3818467855453491,
"eval_runtime": 325.7829,
"eval_samples_per_second": 14.178,
"eval_steps_per_second": 0.178,
"eval_wer": 0.36644537043576525,
"step": 25284
},
{
"epoch": 43.0,
"learning_rate": 5.7981418918918915e-05,
"loss": 0.1185,
"step": 25886
},
{
"epoch": 43.0,
"eval_loss": 0.3811143636703491,
"eval_runtime": 326.5779,
"eval_samples_per_second": 14.144,
"eval_steps_per_second": 0.178,
"eval_wer": 0.36644537043576525,
"step": 25886
},
{
"epoch": 44.0,
"learning_rate": 5.6964527027027026e-05,
"loss": 0.114,
"step": 26488
},
{
"epoch": 44.0,
"eval_loss": 0.3834444284439087,
"eval_runtime": 335.6248,
"eval_samples_per_second": 13.762,
"eval_steps_per_second": 0.173,
"eval_wer": 0.3639028179956212,
"step": 26488
},
{
"epoch": 45.0,
"learning_rate": 5.594763513513514e-05,
"loss": 0.1147,
"step": 27090
},
{
"epoch": 45.0,
"eval_loss": 0.41083571314811707,
"eval_runtime": 333.8024,
"eval_samples_per_second": 13.838,
"eval_steps_per_second": 0.174,
"eval_wer": 0.3716364150010594,
"step": 27090
},
{
"epoch": 46.0,
"learning_rate": 5.493074324324324e-05,
"loss": 0.1115,
"step": 27692
},
{
"epoch": 46.0,
"eval_loss": 0.39661291241645813,
"eval_runtime": 339.3131,
"eval_samples_per_second": 13.613,
"eval_steps_per_second": 0.171,
"eval_wer": 0.36227840949219575,
"step": 27692
},
{
"epoch": 47.0,
"learning_rate": 5.3915540540540545e-05,
"loss": 0.109,
"step": 28294
},
{
"epoch": 47.0,
"eval_loss": 0.38050925731658936,
"eval_runtime": 397.3812,
"eval_samples_per_second": 11.624,
"eval_steps_per_second": 0.146,
"eval_wer": 0.358817713115333,
"step": 28294
},
{
"epoch": 48.0,
"learning_rate": 5.289864864864865e-05,
"loss": 0.1072,
"step": 28896
},
{
"epoch": 48.0,
"eval_loss": 0.3901868164539337,
"eval_runtime": 304.2685,
"eval_samples_per_second": 15.181,
"eval_steps_per_second": 0.191,
"eval_wer": 0.35631047390352427,
"step": 28896
},
{
"epoch": 49.0,
"learning_rate": 5.188175675675676e-05,
"loss": 0.1066,
"step": 29498
},
{
"epoch": 49.0,
"eval_loss": 0.41520482301712036,
"eval_runtime": 344.9108,
"eval_samples_per_second": 13.392,
"eval_steps_per_second": 0.168,
"eval_wer": 0.36079525390211176,
"step": 29498
},
{
"epoch": 50.0,
"learning_rate": 5.086486486486487e-05,
"loss": 0.103,
"step": 30100
},
{
"epoch": 50.0,
"eval_loss": 0.3830413520336151,
"eval_runtime": 326.4997,
"eval_samples_per_second": 14.147,
"eval_steps_per_second": 0.178,
"eval_wer": 0.3593120983120277,
"step": 30100
},
{
"epoch": 51.0,
"learning_rate": 4.9847972972972975e-05,
"loss": 0.1014,
"step": 30702
},
{
"epoch": 51.0,
"eval_loss": 0.40889114141464233,
"eval_runtime": 440.9092,
"eval_samples_per_second": 10.476,
"eval_steps_per_second": 0.132,
"eval_wer": 0.35578077547849424,
"step": 30702
},
{
"epoch": 52.0,
"learning_rate": 4.883108108108108e-05,
"loss": 0.1012,
"step": 31304
},
{
"epoch": 52.0,
"eval_loss": 0.3804776668548584,
"eval_runtime": 399.7783,
"eval_samples_per_second": 11.554,
"eval_steps_per_second": 0.145,
"eval_wer": 0.3551098241401229,
"step": 31304
},
{
"epoch": 53.0,
"learning_rate": 4.781418918918919e-05,
"loss": 0.0988,
"step": 31906
},
{
"epoch": 53.0,
"eval_loss": 0.38413405418395996,
"eval_runtime": 402.2767,
"eval_samples_per_second": 11.482,
"eval_steps_per_second": 0.144,
"eval_wer": 0.35320290981001484,
"step": 31906
},
{
"epoch": 54.0,
"learning_rate": 4.679898648648649e-05,
"loss": 0.0984,
"step": 32508
},
{
"epoch": 54.0,
"eval_loss": 0.4035479724407196,
"eval_runtime": 382.7739,
"eval_samples_per_second": 12.067,
"eval_steps_per_second": 0.152,
"eval_wer": 0.3548273183134402,
"step": 32508
},
{
"epoch": 55.0,
"learning_rate": 4.5783783783783785e-05,
"loss": 0.0961,
"step": 33110
},
{
"epoch": 55.0,
"eval_loss": 0.3776606619358063,
"eval_runtime": 439.3383,
"eval_samples_per_second": 10.514,
"eval_steps_per_second": 0.132,
"eval_wer": 0.3542269934317395,
"step": 33110
},
{
"epoch": 56.0,
"learning_rate": 4.4766891891891895e-05,
"loss": 0.0949,
"step": 33712
},
{
"epoch": 56.0,
"eval_loss": 0.41516759991645813,
"eval_runtime": 422.6534,
"eval_samples_per_second": 10.929,
"eval_steps_per_second": 0.137,
"eval_wer": 0.35461543894342823,
"step": 33712
},
{
"epoch": 57.0,
"learning_rate": 4.375e-05,
"loss": 0.0935,
"step": 34314
},
{
"epoch": 57.0,
"eval_loss": 0.3894650340080261,
"eval_runtime": 423.1466,
"eval_samples_per_second": 10.916,
"eval_steps_per_second": 0.137,
"eval_wer": 0.347729359418038,
"step": 34314
},
{
"epoch": 58.0,
"learning_rate": 4.273310810810811e-05,
"loss": 0.0925,
"step": 34916
},
{
"epoch": 58.0,
"eval_loss": 0.4071078896522522,
"eval_runtime": 435.5872,
"eval_samples_per_second": 10.604,
"eval_steps_per_second": 0.133,
"eval_wer": 0.35087223673988277,
"step": 34916
},
{
"epoch": 59.0,
"learning_rate": 4.171621621621622e-05,
"loss": 0.0922,
"step": 35518
},
{
"epoch": 59.0,
"eval_loss": 0.4226244390010834,
"eval_runtime": 403.3952,
"eval_samples_per_second": 11.45,
"eval_steps_per_second": 0.144,
"eval_wer": 0.35309697012500885,
"step": 35518
},
{
"epoch": 60.0,
"learning_rate": 4.070101351351351e-05,
"loss": 0.0895,
"step": 36120
},
{
"epoch": 60.0,
"eval_loss": 0.43153172731399536,
"eval_runtime": 398.9709,
"eval_samples_per_second": 11.577,
"eval_steps_per_second": 0.145,
"eval_wer": 0.35094286319655343,
"step": 36120
},
{
"epoch": 61.0,
"learning_rate": 3.968412162162162e-05,
"loss": 0.0897,
"step": 36722
},
{
"epoch": 61.0,
"eval_loss": 0.4538232386112213,
"eval_runtime": 383.2903,
"eval_samples_per_second": 12.051,
"eval_steps_per_second": 0.151,
"eval_wer": 0.3565929797302069,
"step": 36722
},
{
"epoch": 62.0,
"learning_rate": 3.8667229729729734e-05,
"loss": 0.0873,
"step": 37324
},
{
"epoch": 62.0,
"eval_loss": 0.421456903219223,
"eval_runtime": 398.9508,
"eval_samples_per_second": 11.578,
"eval_steps_per_second": 0.145,
"eval_wer": 0.34794123878805,
"step": 37324
},
{
"epoch": 63.0,
"learning_rate": 3.765202702702703e-05,
"loss": 0.0871,
"step": 37926
},
{
"epoch": 63.0,
"eval_loss": 0.42824164032936096,
"eval_runtime": 403.2616,
"eval_samples_per_second": 11.454,
"eval_steps_per_second": 0.144,
"eval_wer": 0.3506956705982061,
"step": 37926
},
{
"epoch": 64.0,
"learning_rate": 3.663682432432433e-05,
"loss": 0.0862,
"step": 38528
},
{
"epoch": 64.0,
"eval_loss": 0.4110530912876129,
"eval_runtime": 413.0672,
"eval_samples_per_second": 11.182,
"eval_steps_per_second": 0.14,
"eval_wer": 0.3477999858747087,
"step": 38528
},
{
"epoch": 65.0,
"learning_rate": 3.561993243243243e-05,
"loss": 0.0847,
"step": 39130
},
{
"epoch": 65.0,
"eval_loss": 0.4184618890285492,
"eval_runtime": 401.9246,
"eval_samples_per_second": 11.492,
"eval_steps_per_second": 0.144,
"eval_wer": 0.3505544176848647,
"step": 39130
},
{
"epoch": 66.0,
"learning_rate": 3.460304054054054e-05,
"loss": 0.0843,
"step": 39732
},
{
"epoch": 66.0,
"eval_loss": 0.41128143668174744,
"eval_runtime": 410.7955,
"eval_samples_per_second": 11.244,
"eval_steps_per_second": 0.141,
"eval_wer": 0.3463168302846246,
"step": 39732
},
{
"epoch": 67.0,
"learning_rate": 3.3586148648648654e-05,
"loss": 0.0829,
"step": 40334
},
{
"epoch": 67.0,
"eval_loss": 0.4144081771373749,
"eval_runtime": 396.7416,
"eval_samples_per_second": 11.642,
"eval_steps_per_second": 0.146,
"eval_wer": 0.3457871318595946,
"step": 40334
},
{
"epoch": 68.0,
"learning_rate": 3.256925675675676e-05,
"loss": 0.0831,
"step": 40936
},
{
"epoch": 68.0,
"eval_loss": 0.4325215220451355,
"eval_runtime": 401.3277,
"eval_samples_per_second": 11.509,
"eval_steps_per_second": 0.145,
"eval_wer": 0.34493961437954657,
"step": 40936
},
{
"epoch": 69.0,
"learning_rate": 3.155236486486486e-05,
"loss": 0.082,
"step": 41538
},
{
"epoch": 69.0,
"eval_loss": 0.4353320300579071,
"eval_runtime": 266.5733,
"eval_samples_per_second": 17.327,
"eval_steps_per_second": 0.218,
"eval_wer": 0.34246768839607317,
"step": 41538
},
{
"epoch": 70.0,
"learning_rate": 3.053547297297297e-05,
"loss": 0.0802,
"step": 42140
},
{
"epoch": 70.0,
"eval_loss": 0.39984482526779175,
"eval_runtime": 366.598,
"eval_samples_per_second": 12.6,
"eval_steps_per_second": 0.158,
"eval_wer": 0.34059608729430046,
"step": 42140
},
{
"epoch": 71.0,
"learning_rate": 2.951858108108108e-05,
"loss": 0.0792,
"step": 42742
},
{
"epoch": 71.0,
"eval_loss": 0.4112567901611328,
"eval_runtime": 290.4304,
"eval_samples_per_second": 15.904,
"eval_steps_per_second": 0.2,
"eval_wer": 0.3403488946959531,
"step": 42742
},
{
"epoch": 72.0,
"learning_rate": 2.850337837837838e-05,
"loss": 0.0761,
"step": 43344
},
{
"epoch": 72.0,
"eval_loss": 0.422593891620636,
"eval_runtime": 332.1718,
"eval_samples_per_second": 13.905,
"eval_steps_per_second": 0.175,
"eval_wer": 0.3413376650893425,
"step": 43344
},
{
"epoch": 73.0,
"learning_rate": 2.7488175675675675e-05,
"loss": 0.078,
"step": 43946
},
{
"epoch": 73.0,
"eval_loss": 0.420549213886261,
"eval_runtime": 348.4845,
"eval_samples_per_second": 13.255,
"eval_steps_per_second": 0.166,
"eval_wer": 0.3414436047743485,
"step": 43946
},
{
"epoch": 74.0,
"learning_rate": 2.6471283783783786e-05,
"loss": 0.0771,
"step": 44548
},
{
"epoch": 74.0,
"eval_loss": 0.4529767334461212,
"eval_runtime": 337.122,
"eval_samples_per_second": 13.701,
"eval_steps_per_second": 0.172,
"eval_wer": 0.34349177201779785,
"step": 44548
},
{
"epoch": 75.0,
"learning_rate": 2.5454391891891894e-05,
"loss": 0.0753,
"step": 45150
},
{
"epoch": 75.0,
"eval_loss": 0.42464756965637207,
"eval_runtime": 276.2812,
"eval_samples_per_second": 16.718,
"eval_steps_per_second": 0.21,
"eval_wer": 0.33936012430256374,
"step": 45150
},
{
"epoch": 76.0,
"learning_rate": 2.44375e-05,
"loss": 0.0747,
"step": 45752
},
{
"epoch": 76.0,
"eval_loss": 0.4271426200866699,
"eval_runtime": 305.7967,
"eval_samples_per_second": 15.105,
"eval_steps_per_second": 0.19,
"eval_wer": 0.3410904724909951,
"step": 45752
},
{
"epoch": 77.0,
"learning_rate": 2.34222972972973e-05,
"loss": 0.0744,
"step": 46354
},
{
"epoch": 77.0,
"eval_loss": 0.4557636082172394,
"eval_runtime": 291.9496,
"eval_samples_per_second": 15.821,
"eval_steps_per_second": 0.199,
"eval_wer": 0.34193798997104313,
"step": 46354
},
{
"epoch": 78.0,
"learning_rate": 2.2405405405405406e-05,
"loss": 0.0735,
"step": 46956
},
{
"epoch": 78.0,
"eval_loss": 0.44490668177604675,
"eval_runtime": 315.5036,
"eval_samples_per_second": 14.64,
"eval_steps_per_second": 0.184,
"eval_wer": 0.34151423123101915,
"step": 46956
},
{
"epoch": 79.0,
"learning_rate": 2.1388513513513513e-05,
"loss": 0.073,
"step": 47558
},
{
"epoch": 79.0,
"eval_loss": 0.431576669216156,
"eval_runtime": 341.3029,
"eval_samples_per_second": 13.533,
"eval_steps_per_second": 0.17,
"eval_wer": 0.33844198036584505,
"step": 47558
},
{
"epoch": 80.0,
"learning_rate": 2.0371621621621624e-05,
"loss": 0.0735,
"step": 48160
},
{
"epoch": 80.0,
"eval_loss": 0.4496508538722992,
"eval_runtime": 314.7178,
"eval_samples_per_second": 14.677,
"eval_steps_per_second": 0.184,
"eval_wer": 0.33833604068083906,
"step": 48160
},
{
"epoch": 81.0,
"learning_rate": 1.935641891891892e-05,
"loss": 0.0721,
"step": 48762
},
{
"epoch": 81.0,
"eval_loss": 0.43915238976478577,
"eval_runtime": 285.1559,
"eval_samples_per_second": 16.198,
"eval_steps_per_second": 0.203,
"eval_wer": 0.33667631894907835,
"step": 48762
},
{
"epoch": 82.0,
"learning_rate": 1.8341216216216216e-05,
"loss": 0.0705,
"step": 49364
},
{
"epoch": 82.0,
"eval_loss": 0.42993664741516113,
"eval_runtime": 312.9699,
"eval_samples_per_second": 14.759,
"eval_steps_per_second": 0.185,
"eval_wer": 0.33678225863408434,
"step": 49364
},
{
"epoch": 83.0,
"learning_rate": 1.7324324324324326e-05,
"loss": 0.0706,
"step": 49966
},
{
"epoch": 83.0,
"eval_loss": 0.442228227853775,
"eval_runtime": 282.6844,
"eval_samples_per_second": 16.34,
"eval_steps_per_second": 0.205,
"eval_wer": 0.33738258351578504,
"step": 49966
},
{
"epoch": 84.0,
"learning_rate": 1.6307432432432434e-05,
"loss": 0.0707,
"step": 50568
},
{
"epoch": 84.0,
"eval_loss": 0.43407562375068665,
"eval_runtime": 348.7351,
"eval_samples_per_second": 13.245,
"eval_steps_per_second": 0.166,
"eval_wer": 0.33586411469736566,
"step": 50568
},
{
"epoch": 85.0,
"learning_rate": 1.529054054054054e-05,
"loss": 0.0692,
"step": 51170
},
{
"epoch": 85.0,
"eval_loss": 0.44134435057640076,
"eval_runtime": 326.8142,
"eval_samples_per_second": 14.133,
"eval_steps_per_second": 0.177,
"eval_wer": 0.33568754855568894,
"step": 51170
},
{
"epoch": 86.0,
"learning_rate": 1.4273648648648649e-05,
"loss": 0.069,
"step": 51772
},
{
"epoch": 86.0,
"eval_loss": 0.4566088318824768,
"eval_runtime": 315.2023,
"eval_samples_per_second": 14.654,
"eval_steps_per_second": 0.184,
"eval_wer": 0.337912281940815,
"step": 51772
},
{
"epoch": 87.0,
"learning_rate": 1.3256756756756758e-05,
"loss": 0.0673,
"step": 52374
},
{
"epoch": 87.0,
"eval_loss": 0.4371909201145172,
"eval_runtime": 288.747,
"eval_samples_per_second": 15.997,
"eval_steps_per_second": 0.201,
"eval_wer": 0.33957200367257573,
"step": 52374
},
{
"epoch": 88.0,
"learning_rate": 1.2239864864864865e-05,
"loss": 0.0678,
"step": 52976
},
{
"epoch": 88.0,
"eval_loss": 0.438821017742157,
"eval_runtime": 399.7437,
"eval_samples_per_second": 11.555,
"eval_steps_per_second": 0.145,
"eval_wer": 0.33819478776749773,
"step": 52976
},
{
"epoch": 89.0,
"learning_rate": 1.1222972972972975e-05,
"loss": 0.0679,
"step": 53578
},
{
"epoch": 89.0,
"eval_loss": 0.4385330379009247,
"eval_runtime": 425.8088,
"eval_samples_per_second": 10.848,
"eval_steps_per_second": 0.136,
"eval_wer": 0.33628787343738964,
"step": 53578
},
{
"epoch": 90.0,
"learning_rate": 1.0207770270270272e-05,
"loss": 0.0676,
"step": 54180
},
{
"epoch": 90.0,
"eval_loss": 0.44581928849220276,
"eval_runtime": 430.0001,
"eval_samples_per_second": 10.742,
"eval_steps_per_second": 0.135,
"eval_wer": 0.3353344162723356,
"step": 54180
},
{
"epoch": 91.0,
"learning_rate": 9.19087837837838e-06,
"loss": 0.0661,
"step": 54782
},
{
"epoch": 91.0,
"eval_loss": 0.44878506660461426,
"eval_runtime": 414.3814,
"eval_samples_per_second": 11.147,
"eval_steps_per_second": 0.14,
"eval_wer": 0.3352284765873296,
"step": 54782
},
{
"epoch": 92.0,
"learning_rate": 8.173986486486487e-06,
"loss": 0.0667,
"step": 55384
},
{
"epoch": 92.0,
"eval_loss": 0.4502880275249481,
"eval_runtime": 640.6777,
"eval_samples_per_second": 7.21,
"eval_steps_per_second": 0.091,
"eval_wer": 0.33649975280740163,
"step": 55384
},
{
"epoch": 93.0,
"learning_rate": 7.157094594594594e-06,
"loss": 0.0668,
"step": 55986
},
{
"epoch": 93.0,
"eval_loss": 0.4470549523830414,
"eval_runtime": 464.6555,
"eval_samples_per_second": 9.941,
"eval_steps_per_second": 0.125,
"eval_wer": 0.33371000776891024,
"step": 55986
},
{
"epoch": 94.0,
"learning_rate": 6.140202702702703e-06,
"loss": 0.0663,
"step": 56588
},
{
"epoch": 94.0,
"eval_loss": 0.4470076858997345,
"eval_runtime": 411.3931,
"eval_samples_per_second": 11.228,
"eval_steps_per_second": 0.141,
"eval_wer": 0.3332862490288862,
"step": 56588
},
{
"epoch": 95.0,
"learning_rate": 5.123310810810811e-06,
"loss": 0.0652,
"step": 57190
},
{
"epoch": 95.0,
"eval_loss": 0.4530947804450989,
"eval_runtime": 429.7206,
"eval_samples_per_second": 10.749,
"eval_steps_per_second": 0.135,
"eval_wer": 0.33476940461897026,
"step": 57190
},
{
"epoch": 96.0,
"learning_rate": 4.108108108108108e-06,
"loss": 0.0648,
"step": 57792
},
{
"epoch": 96.0,
"eval_loss": 0.44802409410476685,
"eval_runtime": 456.6508,
"eval_samples_per_second": 10.115,
"eval_steps_per_second": 0.127,
"eval_wer": 0.33346281517056287,
"step": 57792
},
{
"epoch": 97.0,
"learning_rate": 3.0912162162162163e-06,
"loss": 0.0638,
"step": 58394
},
{
"epoch": 97.0,
"eval_loss": 0.4479643702507019,
"eval_runtime": 442.7361,
"eval_samples_per_second": 10.433,
"eval_steps_per_second": 0.131,
"eval_wer": 0.33346281517056287,
"step": 58394
},
{
"epoch": 98.0,
"learning_rate": 2.0743243243243246e-06,
"loss": 0.0637,
"step": 58996
},
{
"epoch": 98.0,
"eval_loss": 0.4514257311820984,
"eval_runtime": 447.5804,
"eval_samples_per_second": 10.32,
"eval_steps_per_second": 0.13,
"eval_wer": 0.3328624902888622,
"step": 58996
}
],
"max_steps": 60200,
"num_train_epochs": 100,
"total_flos": 1.2978795625125155e+21,
"trial_name": null,
"trial_params": null
}