gary109's picture
End of training
42c28f5
{
"best_metric": 0.5264096260070801,
"best_model_checkpoint": "ai-light-dance_drums_ft_pretrain_wav2vec2-base-new-v2/checkpoint-1188",
"epoch": 99.97777777777777,
"global_step": 2200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.44,
"learning_rate": 0.00024,
"loss": 12.475,
"step": 10
},
{
"epoch": 0.89,
"learning_rate": 0.00039890410958904113,
"loss": 4.6468,
"step": 20
},
{
"epoch": 0.98,
"eval_loss": 3.2315070629119873,
"eval_runtime": 2.3722,
"eval_samples_per_second": 7.166,
"eval_steps_per_second": 2.108,
"eval_wer": 1.0,
"step": 22
},
{
"epoch": 1.36,
"learning_rate": 0.00039707762557077624,
"loss": 2.2321,
"step": 30
},
{
"epoch": 1.8,
"learning_rate": 0.0003952511415525114,
"loss": 1.5745,
"step": 40
},
{
"epoch": 1.98,
"eval_loss": 3.1603267192840576,
"eval_runtime": 2.5264,
"eval_samples_per_second": 6.729,
"eval_steps_per_second": 1.979,
"eval_wer": 1.0,
"step": 44
},
{
"epoch": 2.27,
"learning_rate": 0.0003934246575342466,
"loss": 1.6456,
"step": 50
},
{
"epoch": 2.71,
"learning_rate": 0.00039159817351598175,
"loss": 1.465,
"step": 60
},
{
"epoch": 2.98,
"eval_loss": 2.2551496028900146,
"eval_runtime": 2.4489,
"eval_samples_per_second": 6.942,
"eval_steps_per_second": 2.042,
"eval_wer": 1.0,
"step": 66
},
{
"epoch": 3.18,
"learning_rate": 0.0003897716894977169,
"loss": 1.3799,
"step": 70
},
{
"epoch": 3.62,
"learning_rate": 0.0003879452054794521,
"loss": 1.3168,
"step": 80
},
{
"epoch": 3.98,
"eval_loss": 1.8460932970046997,
"eval_runtime": 2.5217,
"eval_samples_per_second": 6.741,
"eval_steps_per_second": 1.983,
"eval_wer": 1.0,
"step": 88
},
{
"epoch": 4.09,
"learning_rate": 0.0003861187214611872,
"loss": 1.4043,
"step": 90
},
{
"epoch": 4.53,
"learning_rate": 0.0003842922374429224,
"loss": 1.2482,
"step": 100
},
{
"epoch": 4.98,
"learning_rate": 0.00038246575342465753,
"loss": 1.1359,
"step": 110
},
{
"epoch": 4.98,
"eval_loss": 1.4874340295791626,
"eval_runtime": 2.4675,
"eval_samples_per_second": 6.89,
"eval_steps_per_second": 2.026,
"eval_wer": 0.9797377830750894,
"step": 110
},
{
"epoch": 5.44,
"learning_rate": 0.0003806392694063927,
"loss": 1.085,
"step": 120
},
{
"epoch": 5.89,
"learning_rate": 0.00037881278538812787,
"loss": 0.9769,
"step": 130
},
{
"epoch": 5.98,
"eval_loss": 1.7358566522598267,
"eval_runtime": 2.4383,
"eval_samples_per_second": 6.972,
"eval_steps_per_second": 2.051,
"eval_wer": 0.5494636471990465,
"step": 132
},
{
"epoch": 6.36,
"learning_rate": 0.00037698630136986304,
"loss": 1.0217,
"step": 140
},
{
"epoch": 6.8,
"learning_rate": 0.00037515981735159815,
"loss": 0.9019,
"step": 150
},
{
"epoch": 6.98,
"eval_loss": 1.5833041667938232,
"eval_runtime": 2.5274,
"eval_samples_per_second": 6.726,
"eval_steps_per_second": 1.978,
"eval_wer": 0.5268176400476758,
"step": 154
},
{
"epoch": 7.27,
"learning_rate": 0.0003733333333333334,
"loss": 0.9973,
"step": 160
},
{
"epoch": 7.71,
"learning_rate": 0.0003715068493150685,
"loss": 0.8057,
"step": 170
},
{
"epoch": 7.98,
"eval_loss": 1.4891672134399414,
"eval_runtime": 2.5017,
"eval_samples_per_second": 6.795,
"eval_steps_per_second": 1.999,
"eval_wer": 0.5303933253873659,
"step": 176
},
{
"epoch": 8.18,
"learning_rate": 0.00036968036529680365,
"loss": 0.7626,
"step": 180
},
{
"epoch": 8.62,
"learning_rate": 0.0003678538812785388,
"loss": 1.0845,
"step": 190
},
{
"epoch": 8.98,
"eval_loss": 1.393895149230957,
"eval_runtime": 2.5045,
"eval_samples_per_second": 6.788,
"eval_steps_per_second": 1.996,
"eval_wer": 0.5196662693682956,
"step": 198
},
{
"epoch": 9.09,
"learning_rate": 0.000366027397260274,
"loss": 0.788,
"step": 200
},
{
"epoch": 9.53,
"learning_rate": 0.00036420091324200916,
"loss": 0.6903,
"step": 210
},
{
"epoch": 9.98,
"learning_rate": 0.0003623744292237443,
"loss": 0.7562,
"step": 220
},
{
"epoch": 9.98,
"eval_loss": 1.1237640380859375,
"eval_runtime": 2.4848,
"eval_samples_per_second": 6.842,
"eval_steps_per_second": 2.012,
"eval_wer": 0.5446960667461264,
"step": 220
},
{
"epoch": 10.44,
"learning_rate": 0.00036054794520547944,
"loss": 0.702,
"step": 230
},
{
"epoch": 10.89,
"learning_rate": 0.00035872146118721466,
"loss": 0.7259,
"step": 240
},
{
"epoch": 10.98,
"eval_loss": 1.2935717105865479,
"eval_runtime": 2.35,
"eval_samples_per_second": 7.234,
"eval_steps_per_second": 2.128,
"eval_wer": 0.5005959475566151,
"step": 242
},
{
"epoch": 11.36,
"learning_rate": 0.0003568949771689498,
"loss": 0.6347,
"step": 250
},
{
"epoch": 11.8,
"learning_rate": 0.00035506849315068494,
"loss": 0.7318,
"step": 260
},
{
"epoch": 11.98,
"eval_loss": 1.2763104438781738,
"eval_runtime": 2.3731,
"eval_samples_per_second": 7.164,
"eval_steps_per_second": 2.107,
"eval_wer": 0.466030989272944,
"step": 264
},
{
"epoch": 12.27,
"learning_rate": 0.0003532420091324201,
"loss": 0.8421,
"step": 270
},
{
"epoch": 12.71,
"learning_rate": 0.0003514155251141553,
"loss": 0.6452,
"step": 280
},
{
"epoch": 12.98,
"eval_loss": 1.2947018146514893,
"eval_runtime": 2.3625,
"eval_samples_per_second": 7.196,
"eval_steps_per_second": 2.116,
"eval_wer": 0.47794994040524436,
"step": 286
},
{
"epoch": 13.18,
"learning_rate": 0.0003495890410958904,
"loss": 0.663,
"step": 290
},
{
"epoch": 13.62,
"learning_rate": 0.0003477625570776256,
"loss": 0.6353,
"step": 300
},
{
"epoch": 13.98,
"eval_loss": 1.1925369501113892,
"eval_runtime": 2.3586,
"eval_samples_per_second": 7.208,
"eval_steps_per_second": 2.12,
"eval_wer": 0.45172824791418353,
"step": 308
},
{
"epoch": 14.09,
"learning_rate": 0.00034593607305936073,
"loss": 0.6161,
"step": 310
},
{
"epoch": 14.53,
"learning_rate": 0.0003441095890410959,
"loss": 0.657,
"step": 320
},
{
"epoch": 14.98,
"learning_rate": 0.00034228310502283106,
"loss": 0.6463,
"step": 330
},
{
"epoch": 14.98,
"eval_loss": 0.8667492866516113,
"eval_runtime": 2.3648,
"eval_samples_per_second": 7.189,
"eval_steps_per_second": 2.114,
"eval_wer": 0.4100119189511323,
"step": 330
},
{
"epoch": 15.44,
"learning_rate": 0.00034045662100456623,
"loss": 0.6894,
"step": 340
},
{
"epoch": 15.89,
"learning_rate": 0.00033863013698630135,
"loss": 0.5381,
"step": 350
},
{
"epoch": 15.98,
"eval_loss": 1.1242961883544922,
"eval_runtime": 2.3712,
"eval_samples_per_second": 7.169,
"eval_steps_per_second": 2.109,
"eval_wer": 0.3909415971394517,
"step": 352
},
{
"epoch": 16.36,
"learning_rate": 0.00033680365296803657,
"loss": 0.6061,
"step": 360
},
{
"epoch": 16.8,
"learning_rate": 0.0003349771689497717,
"loss": 0.5637,
"step": 370
},
{
"epoch": 16.98,
"eval_loss": 0.8682847023010254,
"eval_runtime": 2.3793,
"eval_samples_per_second": 7.145,
"eval_steps_per_second": 2.101,
"eval_wer": 0.37544696066746125,
"step": 374
},
{
"epoch": 17.27,
"learning_rate": 0.00033315068493150685,
"loss": 0.5715,
"step": 380
},
{
"epoch": 17.71,
"learning_rate": 0.000331324200913242,
"loss": 0.6149,
"step": 390
},
{
"epoch": 17.98,
"eval_loss": 1.1040120124816895,
"eval_runtime": 2.3707,
"eval_samples_per_second": 7.171,
"eval_steps_per_second": 2.109,
"eval_wer": 0.3730631704410012,
"step": 396
},
{
"epoch": 18.18,
"learning_rate": 0.0003294977168949772,
"loss": 0.5399,
"step": 400
},
{
"epoch": 18.62,
"learning_rate": 0.00032767123287671235,
"loss": 0.6138,
"step": 410
},
{
"epoch": 18.98,
"eval_loss": 1.1067866086959839,
"eval_runtime": 2.3709,
"eval_samples_per_second": 7.17,
"eval_steps_per_second": 2.109,
"eval_wer": 0.38498212157330153,
"step": 418
},
{
"epoch": 19.09,
"learning_rate": 0.0003258447488584475,
"loss": 0.5364,
"step": 420
},
{
"epoch": 19.53,
"learning_rate": 0.00032401826484018264,
"loss": 0.4998,
"step": 430
},
{
"epoch": 19.98,
"learning_rate": 0.00032219178082191786,
"loss": 0.7381,
"step": 440
},
{
"epoch": 19.98,
"eval_loss": 0.9203162789344788,
"eval_runtime": 2.3697,
"eval_samples_per_second": 7.174,
"eval_steps_per_second": 2.11,
"eval_wer": 0.36233611442193087,
"step": 440
},
{
"epoch": 20.44,
"learning_rate": 0.00032036529680365297,
"loss": 0.5755,
"step": 450
},
{
"epoch": 20.89,
"learning_rate": 0.00031853881278538814,
"loss": 0.5064,
"step": 460
},
{
"epoch": 20.98,
"eval_loss": 0.8806262016296387,
"eval_runtime": 2.3863,
"eval_samples_per_second": 7.124,
"eval_steps_per_second": 2.095,
"eval_wer": 0.3539928486293206,
"step": 462
},
{
"epoch": 21.36,
"learning_rate": 0.0003167123287671233,
"loss": 0.5148,
"step": 470
},
{
"epoch": 21.8,
"learning_rate": 0.0003148858447488585,
"loss": 0.4731,
"step": 480
},
{
"epoch": 21.98,
"eval_loss": 0.7259242534637451,
"eval_runtime": 2.3798,
"eval_samples_per_second": 7.144,
"eval_steps_per_second": 2.101,
"eval_wer": 0.36233611442193087,
"step": 484
},
{
"epoch": 22.27,
"learning_rate": 0.0003130593607305936,
"loss": 0.5034,
"step": 490
},
{
"epoch": 22.71,
"learning_rate": 0.0003112328767123288,
"loss": 0.5232,
"step": 500
},
{
"epoch": 22.98,
"eval_loss": 0.7934766411781311,
"eval_runtime": 2.3715,
"eval_samples_per_second": 7.168,
"eval_steps_per_second": 2.108,
"eval_wer": 0.35160905840286055,
"step": 506
},
{
"epoch": 23.18,
"learning_rate": 0.0003094063926940639,
"loss": 0.4923,
"step": 510
},
{
"epoch": 23.62,
"learning_rate": 0.0003075799086757991,
"loss": 0.4689,
"step": 520
},
{
"epoch": 23.98,
"eval_loss": 0.777065634727478,
"eval_runtime": 2.3797,
"eval_samples_per_second": 7.144,
"eval_steps_per_second": 2.101,
"eval_wer": 0.3539928486293206,
"step": 528
},
{
"epoch": 24.09,
"learning_rate": 0.00030575342465753426,
"loss": 0.4745,
"step": 530
},
{
"epoch": 24.53,
"learning_rate": 0.00030392694063926943,
"loss": 0.4817,
"step": 540
},
{
"epoch": 24.98,
"learning_rate": 0.00030210045662100454,
"loss": 0.4902,
"step": 550
},
{
"epoch": 24.98,
"eval_loss": 0.6896762847900391,
"eval_runtime": 2.3739,
"eval_samples_per_second": 7.161,
"eval_steps_per_second": 2.106,
"eval_wer": 0.3909415971394517,
"step": 550
},
{
"epoch": 25.44,
"learning_rate": 0.00030027397260273976,
"loss": 0.5525,
"step": 560
},
{
"epoch": 25.89,
"learning_rate": 0.0002984474885844749,
"loss": 0.4079,
"step": 570
},
{
"epoch": 25.98,
"eval_loss": 0.8030110597610474,
"eval_runtime": 2.3676,
"eval_samples_per_second": 7.18,
"eval_steps_per_second": 2.112,
"eval_wer": 0.35518474374255066,
"step": 572
},
{
"epoch": 26.36,
"learning_rate": 0.00029662100456621005,
"loss": 0.4054,
"step": 580
},
{
"epoch": 26.8,
"learning_rate": 0.0002947945205479452,
"loss": 0.5045,
"step": 590
},
{
"epoch": 26.98,
"eval_loss": 0.6778237223625183,
"eval_runtime": 2.3715,
"eval_samples_per_second": 7.168,
"eval_steps_per_second": 2.108,
"eval_wer": 0.37902264600715135,
"step": 594
},
{
"epoch": 27.27,
"learning_rate": 0.0002929680365296804,
"loss": 0.4829,
"step": 600
},
{
"epoch": 27.71,
"learning_rate": 0.00029114155251141555,
"loss": 0.4373,
"step": 610
},
{
"epoch": 27.98,
"eval_loss": 0.7455542683601379,
"eval_runtime": 2.3574,
"eval_samples_per_second": 7.211,
"eval_steps_per_second": 2.121,
"eval_wer": 0.3694874851013111,
"step": 616
},
{
"epoch": 28.18,
"learning_rate": 0.0002893150684931507,
"loss": 0.3957,
"step": 620
},
{
"epoch": 28.62,
"learning_rate": 0.00028748858447488583,
"loss": 0.4366,
"step": 630
},
{
"epoch": 28.98,
"eval_loss": 0.7009137868881226,
"eval_runtime": 2.3463,
"eval_samples_per_second": 7.245,
"eval_steps_per_second": 2.131,
"eval_wer": 0.3432657926102503,
"step": 638
},
{
"epoch": 29.09,
"learning_rate": 0.00028566210045662105,
"loss": 0.4075,
"step": 640
},
{
"epoch": 29.53,
"learning_rate": 0.00028383561643835617,
"loss": 0.4399,
"step": 650
},
{
"epoch": 29.98,
"learning_rate": 0.00028200913242009133,
"loss": 0.3944,
"step": 660
},
{
"epoch": 29.98,
"eval_loss": 0.6841340661048889,
"eval_runtime": 2.4508,
"eval_samples_per_second": 6.936,
"eval_steps_per_second": 2.04,
"eval_wer": 0.3468414779499404,
"step": 660
},
{
"epoch": 30.44,
"learning_rate": 0.0002801826484018265,
"loss": 0.419,
"step": 670
},
{
"epoch": 30.89,
"learning_rate": 0.00027835616438356167,
"loss": 0.4206,
"step": 680
},
{
"epoch": 30.98,
"eval_loss": 0.7093454599380493,
"eval_runtime": 2.3527,
"eval_samples_per_second": 7.226,
"eval_steps_per_second": 2.125,
"eval_wer": 0.33730631704410013,
"step": 682
},
{
"epoch": 31.36,
"learning_rate": 0.0002765296803652968,
"loss": 0.406,
"step": 690
},
{
"epoch": 31.8,
"learning_rate": 0.000274703196347032,
"loss": 0.3949,
"step": 700
},
{
"epoch": 31.98,
"eval_loss": 0.6900954842567444,
"eval_runtime": 2.3751,
"eval_samples_per_second": 7.157,
"eval_steps_per_second": 2.105,
"eval_wer": 0.3575685339690107,
"step": 704
},
{
"epoch": 32.27,
"learning_rate": 0.0002728767123287671,
"loss": 0.4085,
"step": 710
},
{
"epoch": 32.71,
"learning_rate": 0.0002710502283105023,
"loss": 0.4416,
"step": 720
},
{
"epoch": 32.98,
"eval_loss": 0.6762455105781555,
"eval_runtime": 2.4676,
"eval_samples_per_second": 6.889,
"eval_steps_per_second": 2.026,
"eval_wer": 0.3396901072705602,
"step": 726
},
{
"epoch": 33.18,
"learning_rate": 0.00026922374429223746,
"loss": 0.4288,
"step": 730
},
{
"epoch": 33.62,
"learning_rate": 0.0002673972602739726,
"loss": 0.4248,
"step": 740
},
{
"epoch": 33.98,
"eval_loss": 0.7196361422538757,
"eval_runtime": 2.3986,
"eval_samples_per_second": 7.088,
"eval_steps_per_second": 2.085,
"eval_wer": 0.3539928486293206,
"step": 748
},
{
"epoch": 34.09,
"learning_rate": 0.0002655707762557078,
"loss": 0.4098,
"step": 750
},
{
"epoch": 34.53,
"learning_rate": 0.00026374429223744296,
"loss": 0.4203,
"step": 760
},
{
"epoch": 34.98,
"learning_rate": 0.00026191780821917807,
"loss": 0.4214,
"step": 770
},
{
"epoch": 34.98,
"eval_loss": 0.6669135093688965,
"eval_runtime": 2.3951,
"eval_samples_per_second": 7.098,
"eval_steps_per_second": 2.088,
"eval_wer": 0.3253873659117998,
"step": 770
},
{
"epoch": 35.44,
"learning_rate": 0.00026009132420091324,
"loss": 0.4146,
"step": 780
},
{
"epoch": 35.89,
"learning_rate": 0.0002582648401826484,
"loss": 0.416,
"step": 790
},
{
"epoch": 35.98,
"eval_loss": 0.6421573758125305,
"eval_runtime": 2.439,
"eval_samples_per_second": 6.97,
"eval_steps_per_second": 2.05,
"eval_wer": 0.34445768772348034,
"step": 792
},
{
"epoch": 36.36,
"learning_rate": 0.0002564383561643836,
"loss": 0.443,
"step": 800
},
{
"epoch": 36.8,
"learning_rate": 0.00025461187214611874,
"loss": 0.3687,
"step": 810
},
{
"epoch": 36.98,
"eval_loss": 0.6344943046569824,
"eval_runtime": 2.3916,
"eval_samples_per_second": 7.108,
"eval_steps_per_second": 2.091,
"eval_wer": 0.3504171632896305,
"step": 814
},
{
"epoch": 37.27,
"learning_rate": 0.0002527853881278539,
"loss": 0.4141,
"step": 820
},
{
"epoch": 37.71,
"learning_rate": 0.000250958904109589,
"loss": 0.4119,
"step": 830
},
{
"epoch": 37.98,
"eval_loss": 0.63063645362854,
"eval_runtime": 2.4069,
"eval_samples_per_second": 7.063,
"eval_steps_per_second": 2.077,
"eval_wer": 0.33849821215733017,
"step": 836
},
{
"epoch": 38.18,
"learning_rate": 0.00024913242009132425,
"loss": 0.3937,
"step": 840
},
{
"epoch": 38.62,
"learning_rate": 0.00024730593607305936,
"loss": 0.359,
"step": 850
},
{
"epoch": 38.98,
"eval_loss": 0.6538282036781311,
"eval_runtime": 2.3872,
"eval_samples_per_second": 7.121,
"eval_steps_per_second": 2.095,
"eval_wer": 0.3575685339690107,
"step": 858
},
{
"epoch": 39.09,
"learning_rate": 0.00024547945205479453,
"loss": 0.4018,
"step": 860
},
{
"epoch": 39.53,
"learning_rate": 0.00024365296803652967,
"loss": 0.3544,
"step": 870
},
{
"epoch": 39.98,
"learning_rate": 0.00024182648401826487,
"loss": 0.359,
"step": 880
},
{
"epoch": 39.98,
"eval_loss": 0.661315381526947,
"eval_runtime": 2.3978,
"eval_samples_per_second": 7.09,
"eval_steps_per_second": 2.085,
"eval_wer": 0.33492252681764006,
"step": 880
},
{
"epoch": 40.44,
"learning_rate": 0.00024,
"loss": 0.3963,
"step": 890
},
{
"epoch": 40.89,
"learning_rate": 0.00023817351598173517,
"loss": 0.3488,
"step": 900
},
{
"epoch": 40.98,
"eval_loss": 0.5976209044456482,
"eval_runtime": 2.3647,
"eval_samples_per_second": 7.189,
"eval_steps_per_second": 2.114,
"eval_wer": 0.3468414779499404,
"step": 902
},
{
"epoch": 41.36,
"learning_rate": 0.00023634703196347031,
"loss": 0.3752,
"step": 910
},
{
"epoch": 41.8,
"learning_rate": 0.0002345205479452055,
"loss": 0.3543,
"step": 920
},
{
"epoch": 41.98,
"eval_loss": 0.6326549053192139,
"eval_runtime": 2.3914,
"eval_samples_per_second": 7.109,
"eval_steps_per_second": 2.091,
"eval_wer": 0.3432657926102503,
"step": 924
},
{
"epoch": 42.27,
"learning_rate": 0.00023269406392694065,
"loss": 0.3711,
"step": 930
},
{
"epoch": 42.71,
"learning_rate": 0.00023086757990867582,
"loss": 0.3647,
"step": 940
},
{
"epoch": 42.98,
"eval_loss": 0.6207560300827026,
"eval_runtime": 2.3947,
"eval_samples_per_second": 7.099,
"eval_steps_per_second": 2.088,
"eval_wer": 0.3599523241954708,
"step": 946
},
{
"epoch": 43.18,
"learning_rate": 0.00022904109589041096,
"loss": 0.3462,
"step": 950
},
{
"epoch": 43.62,
"learning_rate": 0.00022721461187214615,
"loss": 0.3529,
"step": 960
},
{
"epoch": 43.98,
"eval_loss": 0.6007660627365112,
"eval_runtime": 2.4091,
"eval_samples_per_second": 7.056,
"eval_steps_per_second": 2.075,
"eval_wer": 0.3492252681764005,
"step": 968
},
{
"epoch": 44.09,
"learning_rate": 0.00022538812785388127,
"loss": 0.359,
"step": 970
},
{
"epoch": 44.53,
"learning_rate": 0.00022374429223744296,
"loss": 0.329,
"step": 980
},
{
"epoch": 44.98,
"learning_rate": 0.0002219178082191781,
"loss": 0.3691,
"step": 990
},
{
"epoch": 44.98,
"eval_loss": 0.606474757194519,
"eval_runtime": 2.3824,
"eval_samples_per_second": 7.136,
"eval_steps_per_second": 2.099,
"eval_wer": 0.3492252681764005,
"step": 990
},
{
"epoch": 45.44,
"learning_rate": 0.00022009132420091327,
"loss": 0.3611,
"step": 1000
},
{
"epoch": 45.89,
"learning_rate": 0.0002182648401826484,
"loss": 0.329,
"step": 1010
},
{
"epoch": 45.98,
"eval_loss": 0.6287906169891357,
"eval_runtime": 2.4134,
"eval_samples_per_second": 7.044,
"eval_steps_per_second": 2.072,
"eval_wer": 0.33730631704410013,
"step": 1012
},
{
"epoch": 46.36,
"learning_rate": 0.00021643835616438358,
"loss": 0.3256,
"step": 1020
},
{
"epoch": 46.8,
"learning_rate": 0.00021461187214611872,
"loss": 0.3357,
"step": 1030
},
{
"epoch": 46.98,
"eval_loss": 0.5759619474411011,
"eval_runtime": 2.3736,
"eval_samples_per_second": 7.162,
"eval_steps_per_second": 2.107,
"eval_wer": 0.34803337306317045,
"step": 1034
},
{
"epoch": 47.27,
"learning_rate": 0.00021278538812785392,
"loss": 0.3698,
"step": 1040
},
{
"epoch": 47.71,
"learning_rate": 0.00021095890410958906,
"loss": 0.3318,
"step": 1050
},
{
"epoch": 47.98,
"eval_loss": 0.5636705160140991,
"eval_runtime": 2.409,
"eval_samples_per_second": 7.057,
"eval_steps_per_second": 2.076,
"eval_wer": 0.3563766388557807,
"step": 1056
},
{
"epoch": 48.18,
"learning_rate": 0.00020913242009132422,
"loss": 0.3573,
"step": 1060
},
{
"epoch": 48.62,
"learning_rate": 0.00020730593607305937,
"loss": 0.3181,
"step": 1070
},
{
"epoch": 48.98,
"eval_loss": 0.5560324192047119,
"eval_runtime": 2.398,
"eval_samples_per_second": 7.089,
"eval_steps_per_second": 2.085,
"eval_wer": 0.3468414779499404,
"step": 1078
},
{
"epoch": 49.09,
"learning_rate": 0.00020547945205479456,
"loss": 0.3274,
"step": 1080
},
{
"epoch": 49.53,
"learning_rate": 0.0002036529680365297,
"loss": 0.3073,
"step": 1090
},
{
"epoch": 49.98,
"learning_rate": 0.00020182648401826487,
"loss": 0.3313,
"step": 1100
},
{
"epoch": 49.98,
"eval_loss": 0.5904679298400879,
"eval_runtime": 2.4923,
"eval_samples_per_second": 6.821,
"eval_steps_per_second": 2.006,
"eval_wer": 0.33373063170441003,
"step": 1100
},
{
"epoch": 50.44,
"learning_rate": 0.0002,
"loss": 0.3322,
"step": 1110
},
{
"epoch": 50.89,
"learning_rate": 0.00019817351598173518,
"loss": 0.3059,
"step": 1120
},
{
"epoch": 50.98,
"eval_loss": 0.5443325042724609,
"eval_runtime": 2.3906,
"eval_samples_per_second": 7.111,
"eval_steps_per_second": 2.091,
"eval_wer": 0.32777115613825986,
"step": 1122
},
{
"epoch": 51.36,
"learning_rate": 0.00019634703196347032,
"loss": 0.2972,
"step": 1130
},
{
"epoch": 51.8,
"learning_rate": 0.00019452054794520549,
"loss": 0.3375,
"step": 1140
},
{
"epoch": 51.98,
"eval_loss": 0.5695326328277588,
"eval_runtime": 2.3779,
"eval_samples_per_second": 7.149,
"eval_steps_per_second": 2.103,
"eval_wer": 0.3575685339690107,
"step": 1144
},
{
"epoch": 52.27,
"learning_rate": 0.00019269406392694065,
"loss": 0.3534,
"step": 1150
},
{
"epoch": 52.71,
"learning_rate": 0.00019086757990867582,
"loss": 0.3191,
"step": 1160
},
{
"epoch": 52.98,
"eval_loss": 0.5874321460723877,
"eval_runtime": 2.5159,
"eval_samples_per_second": 6.757,
"eval_steps_per_second": 1.987,
"eval_wer": 0.33849821215733017,
"step": 1166
},
{
"epoch": 53.18,
"learning_rate": 0.00018904109589041096,
"loss": 0.3002,
"step": 1170
},
{
"epoch": 53.62,
"learning_rate": 0.00018721461187214613,
"loss": 0.3115,
"step": 1180
},
{
"epoch": 53.98,
"eval_loss": 0.5264096260070801,
"eval_runtime": 2.4342,
"eval_samples_per_second": 6.984,
"eval_steps_per_second": 2.054,
"eval_wer": 0.3635280095351609,
"step": 1188
},
{
"epoch": 54.09,
"learning_rate": 0.0001853881278538813,
"loss": 0.3044,
"step": 1190
},
{
"epoch": 54.53,
"learning_rate": 0.00018356164383561644,
"loss": 0.3179,
"step": 1200
},
{
"epoch": 54.98,
"learning_rate": 0.0001817351598173516,
"loss": 0.3044,
"step": 1210
},
{
"epoch": 54.98,
"eval_loss": 0.5479747653007507,
"eval_runtime": 2.3968,
"eval_samples_per_second": 7.093,
"eval_steps_per_second": 2.086,
"eval_wer": 0.3432657926102503,
"step": 1210
},
{
"epoch": 55.44,
"learning_rate": 0.00017990867579908678,
"loss": 0.3619,
"step": 1220
},
{
"epoch": 55.89,
"learning_rate": 0.00017808219178082192,
"loss": 0.3256,
"step": 1230
},
{
"epoch": 55.98,
"eval_loss": 0.5677239894866943,
"eval_runtime": 2.4179,
"eval_samples_per_second": 7.031,
"eval_steps_per_second": 2.068,
"eval_wer": 0.33849821215733017,
"step": 1232
},
{
"epoch": 56.36,
"learning_rate": 0.00017625570776255708,
"loss": 0.3341,
"step": 1240
},
{
"epoch": 56.8,
"learning_rate": 0.00017442922374429225,
"loss": 0.2938,
"step": 1250
},
{
"epoch": 56.98,
"eval_loss": 0.5597422122955322,
"eval_runtime": 2.3754,
"eval_samples_per_second": 7.157,
"eval_steps_per_second": 2.105,
"eval_wer": 0.34445768772348034,
"step": 1254
},
{
"epoch": 57.27,
"learning_rate": 0.00017260273972602742,
"loss": 0.297,
"step": 1260
},
{
"epoch": 57.71,
"learning_rate": 0.00017077625570776256,
"loss": 0.2853,
"step": 1270
},
{
"epoch": 57.98,
"eval_loss": 0.5942354798316956,
"eval_runtime": 2.3904,
"eval_samples_per_second": 7.112,
"eval_steps_per_second": 2.092,
"eval_wer": 0.33730631704410013,
"step": 1276
},
{
"epoch": 58.18,
"learning_rate": 0.00016894977168949773,
"loss": 0.3409,
"step": 1280
},
{
"epoch": 58.62,
"learning_rate": 0.0001671232876712329,
"loss": 0.3348,
"step": 1290
},
{
"epoch": 58.98,
"eval_loss": 0.5733348727226257,
"eval_runtime": 2.3901,
"eval_samples_per_second": 7.113,
"eval_steps_per_second": 2.092,
"eval_wer": 0.3420738974970203,
"step": 1298
},
{
"epoch": 59.09,
"learning_rate": 0.00016529680365296804,
"loss": 0.341,
"step": 1300
},
{
"epoch": 59.53,
"learning_rate": 0.0001634703196347032,
"loss": 0.3381,
"step": 1310
},
{
"epoch": 59.98,
"learning_rate": 0.00016164383561643837,
"loss": 0.3024,
"step": 1320
},
{
"epoch": 59.98,
"eval_loss": 0.5603709816932678,
"eval_runtime": 2.3597,
"eval_samples_per_second": 7.204,
"eval_steps_per_second": 2.119,
"eval_wer": 0.3432657926102503,
"step": 1320
},
{
"epoch": 60.44,
"learning_rate": 0.00015981735159817351,
"loss": 0.2983,
"step": 1330
},
{
"epoch": 60.89,
"learning_rate": 0.00015799086757990868,
"loss": 0.2655,
"step": 1340
},
{
"epoch": 60.98,
"eval_loss": 0.5348132252693176,
"eval_runtime": 2.4009,
"eval_samples_per_second": 7.081,
"eval_steps_per_second": 2.083,
"eval_wer": 0.3468414779499404,
"step": 1342
},
{
"epoch": 61.36,
"learning_rate": 0.00015616438356164385,
"loss": 0.3171,
"step": 1350
},
{
"epoch": 61.8,
"learning_rate": 0.00015433789954337902,
"loss": 0.3029,
"step": 1360
},
{
"epoch": 61.98,
"eval_loss": 0.5751910209655762,
"eval_runtime": 2.4011,
"eval_samples_per_second": 7.08,
"eval_steps_per_second": 2.082,
"eval_wer": 0.3206197854588796,
"step": 1364
},
{
"epoch": 62.27,
"learning_rate": 0.00015251141552511416,
"loss": 0.2712,
"step": 1370
},
{
"epoch": 62.71,
"learning_rate": 0.00015068493150684933,
"loss": 0.3435,
"step": 1380
},
{
"epoch": 62.98,
"eval_loss": 0.548903226852417,
"eval_runtime": 2.3839,
"eval_samples_per_second": 7.131,
"eval_steps_per_second": 2.097,
"eval_wer": 0.3063170441001192,
"step": 1386
},
{
"epoch": 63.18,
"learning_rate": 0.0001488584474885845,
"loss": 0.2861,
"step": 1390
},
{
"epoch": 63.62,
"learning_rate": 0.00014703196347031963,
"loss": 0.3125,
"step": 1400
},
{
"epoch": 63.98,
"eval_loss": 0.5735787749290466,
"eval_runtime": 2.5834,
"eval_samples_per_second": 6.581,
"eval_steps_per_second": 1.935,
"eval_wer": 0.3075089392133492,
"step": 1408
},
{
"epoch": 64.09,
"learning_rate": 0.0001452054794520548,
"loss": 0.2642,
"step": 1410
},
{
"epoch": 64.53,
"learning_rate": 0.00014337899543378997,
"loss": 0.3023,
"step": 1420
},
{
"epoch": 64.98,
"learning_rate": 0.0001415525114155251,
"loss": 0.263,
"step": 1430
},
{
"epoch": 64.98,
"eval_loss": 0.5505235195159912,
"eval_runtime": 2.3983,
"eval_samples_per_second": 7.088,
"eval_steps_per_second": 2.085,
"eval_wer": 0.3206197854588796,
"step": 1430
},
{
"epoch": 65.44,
"learning_rate": 0.00013972602739726028,
"loss": 0.2621,
"step": 1440
},
{
"epoch": 65.89,
"learning_rate": 0.00013789954337899545,
"loss": 0.2665,
"step": 1450
},
{
"epoch": 65.98,
"eval_loss": 0.5391205549240112,
"eval_runtime": 2.4038,
"eval_samples_per_second": 7.072,
"eval_steps_per_second": 2.08,
"eval_wer": 0.3230035756853397,
"step": 1452
},
{
"epoch": 66.36,
"learning_rate": 0.00013607305936073061,
"loss": 0.3153,
"step": 1460
},
{
"epoch": 66.8,
"learning_rate": 0.00013424657534246576,
"loss": 0.299,
"step": 1470
},
{
"epoch": 66.98,
"eval_loss": 0.5388566255569458,
"eval_runtime": 2.4363,
"eval_samples_per_second": 6.978,
"eval_steps_per_second": 2.052,
"eval_wer": 0.3134684147794994,
"step": 1474
},
{
"epoch": 67.27,
"learning_rate": 0.00013242009132420092,
"loss": 0.2966,
"step": 1480
},
{
"epoch": 67.71,
"learning_rate": 0.0001305936073059361,
"loss": 0.2909,
"step": 1490
},
{
"epoch": 67.98,
"eval_loss": 0.5840542912483215,
"eval_runtime": 2.4363,
"eval_samples_per_second": 6.978,
"eval_steps_per_second": 2.052,
"eval_wer": 0.3098927294398093,
"step": 1496
},
{
"epoch": 68.18,
"learning_rate": 0.00012876712328767123,
"loss": 0.2848,
"step": 1500
},
{
"epoch": 68.62,
"learning_rate": 0.0001269406392694064,
"loss": 0.2988,
"step": 1510
},
{
"epoch": 68.98,
"eval_loss": 0.5847446918487549,
"eval_runtime": 2.3833,
"eval_samples_per_second": 7.133,
"eval_steps_per_second": 2.098,
"eval_wer": 0.300357568533969,
"step": 1518
},
{
"epoch": 69.09,
"learning_rate": 0.00012511415525114157,
"loss": 0.2722,
"step": 1520
},
{
"epoch": 69.53,
"learning_rate": 0.0001232876712328767,
"loss": 0.2633,
"step": 1530
},
{
"epoch": 69.98,
"learning_rate": 0.00012146118721461188,
"loss": 0.2879,
"step": 1540
},
{
"epoch": 69.98,
"eval_loss": 0.5940636992454529,
"eval_runtime": 2.6597,
"eval_samples_per_second": 6.392,
"eval_steps_per_second": 1.88,
"eval_wer": 0.2967818831942789,
"step": 1540
},
{
"epoch": 70.44,
"learning_rate": 0.00011963470319634704,
"loss": 0.2957,
"step": 1550
},
{
"epoch": 70.89,
"learning_rate": 0.0001178082191780822,
"loss": 0.2802,
"step": 1560
},
{
"epoch": 70.98,
"eval_loss": 0.6612115502357483,
"eval_runtime": 2.3737,
"eval_samples_per_second": 7.162,
"eval_steps_per_second": 2.106,
"eval_wer": 0.29201430274135876,
"step": 1562
},
{
"epoch": 71.36,
"learning_rate": 0.00011598173515981737,
"loss": 0.2691,
"step": 1570
},
{
"epoch": 71.8,
"learning_rate": 0.00011415525114155252,
"loss": 0.2877,
"step": 1580
},
{
"epoch": 71.98,
"eval_loss": 0.5640567541122437,
"eval_runtime": 2.4284,
"eval_samples_per_second": 7.0,
"eval_steps_per_second": 2.059,
"eval_wer": 0.30512514898688914,
"step": 1584
},
{
"epoch": 72.27,
"learning_rate": 0.00011232876712328768,
"loss": 0.295,
"step": 1590
},
{
"epoch": 72.71,
"learning_rate": 0.00011050228310502284,
"loss": 0.2727,
"step": 1600
},
{
"epoch": 72.98,
"eval_loss": 0.6137677431106567,
"eval_runtime": 2.404,
"eval_samples_per_second": 7.072,
"eval_steps_per_second": 2.08,
"eval_wer": 0.3063170441001192,
"step": 1606
},
{
"epoch": 73.18,
"learning_rate": 0.000108675799086758,
"loss": 0.2989,
"step": 1610
},
{
"epoch": 73.62,
"learning_rate": 0.00010684931506849317,
"loss": 0.2668,
"step": 1620
},
{
"epoch": 73.98,
"eval_loss": 0.608710527420044,
"eval_runtime": 2.3622,
"eval_samples_per_second": 7.197,
"eval_steps_per_second": 2.117,
"eval_wer": 0.29201430274135876,
"step": 1628
},
{
"epoch": 74.09,
"learning_rate": 0.00010502283105022832,
"loss": 0.2665,
"step": 1630
},
{
"epoch": 74.53,
"learning_rate": 0.00010319634703196347,
"loss": 0.2829,
"step": 1640
},
{
"epoch": 74.98,
"learning_rate": 0.00010136986301369864,
"loss": 0.2675,
"step": 1650
},
{
"epoch": 74.98,
"eval_loss": 0.5876254439353943,
"eval_runtime": 2.3686,
"eval_samples_per_second": 7.177,
"eval_steps_per_second": 2.111,
"eval_wer": 0.2932061978545888,
"step": 1650
},
{
"epoch": 75.44,
"learning_rate": 9.954337899543378e-05,
"loss": 0.2837,
"step": 1660
},
{
"epoch": 75.89,
"learning_rate": 9.771689497716895e-05,
"loss": 0.264,
"step": 1670
},
{
"epoch": 75.98,
"eval_loss": 0.6042572855949402,
"eval_runtime": 2.4461,
"eval_samples_per_second": 6.95,
"eval_steps_per_second": 2.044,
"eval_wer": 0.29797377830750893,
"step": 1672
},
{
"epoch": 76.36,
"learning_rate": 9.58904109589041e-05,
"loss": 0.2769,
"step": 1680
},
{
"epoch": 76.8,
"learning_rate": 9.406392694063927e-05,
"loss": 0.2352,
"step": 1690
},
{
"epoch": 76.98,
"eval_loss": 0.5829324722290039,
"eval_runtime": 2.389,
"eval_samples_per_second": 7.116,
"eval_steps_per_second": 2.093,
"eval_wer": 0.2932061978545888,
"step": 1694
},
{
"epoch": 77.27,
"learning_rate": 9.223744292237443e-05,
"loss": 0.364,
"step": 1700
},
{
"epoch": 77.71,
"learning_rate": 9.041095890410958e-05,
"loss": 0.2494,
"step": 1710
},
{
"epoch": 77.98,
"eval_loss": 0.5775046348571777,
"eval_runtime": 2.3916,
"eval_samples_per_second": 7.108,
"eval_steps_per_second": 2.091,
"eval_wer": 0.3063170441001192,
"step": 1716
},
{
"epoch": 78.18,
"learning_rate": 8.858447488584475e-05,
"loss": 0.2494,
"step": 1720
},
{
"epoch": 78.62,
"learning_rate": 8.67579908675799e-05,
"loss": 0.2621,
"step": 1730
},
{
"epoch": 78.98,
"eval_loss": 0.5675925016403198,
"eval_runtime": 2.402,
"eval_samples_per_second": 7.078,
"eval_steps_per_second": 2.082,
"eval_wer": 0.29558998808104886,
"step": 1738
},
{
"epoch": 79.09,
"learning_rate": 8.493150684931507e-05,
"loss": 0.286,
"step": 1740
},
{
"epoch": 79.53,
"learning_rate": 8.310502283105023e-05,
"loss": 0.2591,
"step": 1750
},
{
"epoch": 79.98,
"learning_rate": 8.127853881278538e-05,
"loss": 0.2788,
"step": 1760
},
{
"epoch": 79.98,
"eval_loss": 0.5863559246063232,
"eval_runtime": 2.3868,
"eval_samples_per_second": 7.122,
"eval_steps_per_second": 2.095,
"eval_wer": 0.2932061978545888,
"step": 1760
},
{
"epoch": 80.44,
"learning_rate": 7.945205479452055e-05,
"loss": 0.2591,
"step": 1770
},
{
"epoch": 80.89,
"learning_rate": 7.76255707762557e-05,
"loss": 0.2615,
"step": 1780
},
{
"epoch": 80.98,
"eval_loss": 0.5754203796386719,
"eval_runtime": 2.4207,
"eval_samples_per_second": 7.023,
"eval_steps_per_second": 2.066,
"eval_wer": 0.30154946364719903,
"step": 1782
},
{
"epoch": 81.36,
"learning_rate": 7.579908675799087e-05,
"loss": 0.307,
"step": 1790
},
{
"epoch": 81.8,
"learning_rate": 7.397260273972603e-05,
"loss": 0.2542,
"step": 1800
},
{
"epoch": 81.98,
"eval_loss": 0.5650574564933777,
"eval_runtime": 2.403,
"eval_samples_per_second": 7.075,
"eval_steps_per_second": 2.081,
"eval_wer": 0.30274135876042907,
"step": 1804
},
{
"epoch": 82.27,
"learning_rate": 7.21461187214612e-05,
"loss": 0.2653,
"step": 1810
},
{
"epoch": 82.71,
"learning_rate": 7.031963470319635e-05,
"loss": 0.2641,
"step": 1820
},
{
"epoch": 82.98,
"eval_loss": 0.5731266736984253,
"eval_runtime": 2.415,
"eval_samples_per_second": 7.039,
"eval_steps_per_second": 2.07,
"eval_wer": 0.300357568533969,
"step": 1826
},
{
"epoch": 83.18,
"learning_rate": 6.84931506849315e-05,
"loss": 0.2684,
"step": 1830
},
{
"epoch": 83.62,
"learning_rate": 6.666666666666667e-05,
"loss": 0.2532,
"step": 1840
},
{
"epoch": 83.98,
"eval_loss": 0.5782402157783508,
"eval_runtime": 2.4968,
"eval_samples_per_second": 6.809,
"eval_steps_per_second": 2.003,
"eval_wer": 0.2967818831942789,
"step": 1848
},
{
"epoch": 84.09,
"learning_rate": 6.484018264840182e-05,
"loss": 0.2521,
"step": 1850
},
{
"epoch": 84.53,
"learning_rate": 6.301369863013699e-05,
"loss": 0.231,
"step": 1860
},
{
"epoch": 84.98,
"learning_rate": 6.118721461187215e-05,
"loss": 0.2645,
"step": 1870
},
{
"epoch": 84.98,
"eval_loss": 0.5717898011207581,
"eval_runtime": 2.3947,
"eval_samples_per_second": 7.099,
"eval_steps_per_second": 2.088,
"eval_wer": 0.3039332538736591,
"step": 1870
},
{
"epoch": 85.44,
"learning_rate": 5.936073059360731e-05,
"loss": 0.2731,
"step": 1880
},
{
"epoch": 85.89,
"learning_rate": 5.753424657534247e-05,
"loss": 0.2296,
"step": 1890
},
{
"epoch": 85.98,
"eval_loss": 0.5628200173377991,
"eval_runtime": 2.3724,
"eval_samples_per_second": 7.166,
"eval_steps_per_second": 2.108,
"eval_wer": 0.3146603098927294,
"step": 1892
},
{
"epoch": 86.36,
"learning_rate": 5.570776255707762e-05,
"loss": 0.2658,
"step": 1900
},
{
"epoch": 86.8,
"learning_rate": 5.3881278538812784e-05,
"loss": 0.2394,
"step": 1910
},
{
"epoch": 86.98,
"eval_loss": 0.5919906497001648,
"eval_runtime": 2.3939,
"eval_samples_per_second": 7.101,
"eval_steps_per_second": 2.089,
"eval_wer": 0.30274135876042907,
"step": 1914
},
{
"epoch": 87.27,
"learning_rate": 5.2054794520547945e-05,
"loss": 0.2777,
"step": 1920
},
{
"epoch": 87.71,
"learning_rate": 5.0228310502283106e-05,
"loss": 0.2636,
"step": 1930
},
{
"epoch": 87.98,
"eval_loss": 0.6085216999053955,
"eval_runtime": 2.389,
"eval_samples_per_second": 7.116,
"eval_steps_per_second": 2.093,
"eval_wer": 0.2967818831942789,
"step": 1936
},
{
"epoch": 88.18,
"learning_rate": 4.840182648401827e-05,
"loss": 0.2717,
"step": 1940
},
{
"epoch": 88.62,
"learning_rate": 4.657534246575342e-05,
"loss": 0.2371,
"step": 1950
},
{
"epoch": 88.98,
"eval_loss": 0.5808770060539246,
"eval_runtime": 2.3775,
"eval_samples_per_second": 7.15,
"eval_steps_per_second": 2.103,
"eval_wer": 0.3075089392133492,
"step": 1958
},
{
"epoch": 89.09,
"learning_rate": 4.474885844748858e-05,
"loss": 0.2616,
"step": 1960
},
{
"epoch": 89.53,
"learning_rate": 4.2922374429223744e-05,
"loss": 0.2526,
"step": 1970
},
{
"epoch": 89.98,
"learning_rate": 4.1095890410958905e-05,
"loss": 0.2364,
"step": 1980
},
{
"epoch": 89.98,
"eval_loss": 0.592748761177063,
"eval_runtime": 2.3694,
"eval_samples_per_second": 7.175,
"eval_steps_per_second": 2.11,
"eval_wer": 0.3039332538736591,
"step": 1980
},
{
"epoch": 90.44,
"learning_rate": 3.9269406392694066e-05,
"loss": 0.2658,
"step": 1990
},
{
"epoch": 90.89,
"learning_rate": 3.744292237442922e-05,
"loss": 0.2812,
"step": 2000
},
{
"epoch": 90.98,
"eval_loss": 0.5713174343109131,
"eval_runtime": 2.3963,
"eval_samples_per_second": 7.094,
"eval_steps_per_second": 2.087,
"eval_wer": 0.31227651966626935,
"step": 2002
},
{
"epoch": 91.36,
"learning_rate": 3.561643835616438e-05,
"loss": 0.2737,
"step": 2010
},
{
"epoch": 91.8,
"learning_rate": 3.378995433789954e-05,
"loss": 0.2141,
"step": 2020
},
{
"epoch": 91.98,
"eval_loss": 0.5742636919021606,
"eval_runtime": 2.3763,
"eval_samples_per_second": 7.154,
"eval_steps_per_second": 2.104,
"eval_wer": 0.3039332538736591,
"step": 2024
},
{
"epoch": 92.27,
"learning_rate": 3.1963470319634704e-05,
"loss": 0.2495,
"step": 2030
},
{
"epoch": 92.71,
"learning_rate": 3.0136986301369862e-05,
"loss": 0.2919,
"step": 2040
},
{
"epoch": 92.98,
"eval_loss": 0.5836674571037292,
"eval_runtime": 2.3949,
"eval_samples_per_second": 7.098,
"eval_steps_per_second": 2.088,
"eval_wer": 0.3063170441001192,
"step": 2046
},
{
"epoch": 93.18,
"learning_rate": 2.8310502283105023e-05,
"loss": 0.2553,
"step": 2050
},
{
"epoch": 93.62,
"learning_rate": 2.6484018264840184e-05,
"loss": 0.2288,
"step": 2060
},
{
"epoch": 93.98,
"eval_loss": 0.5859872102737427,
"eval_runtime": 2.3921,
"eval_samples_per_second": 7.107,
"eval_steps_per_second": 2.09,
"eval_wer": 0.30154946364719903,
"step": 2068
},
{
"epoch": 94.09,
"learning_rate": 2.4657534246575342e-05,
"loss": 0.2978,
"step": 2070
},
{
"epoch": 94.53,
"learning_rate": 2.2831050228310503e-05,
"loss": 0.2202,
"step": 2080
},
{
"epoch": 94.98,
"learning_rate": 2.100456621004566e-05,
"loss": 0.2585,
"step": 2090
},
{
"epoch": 94.98,
"eval_loss": 0.5775898098945618,
"eval_runtime": 2.4084,
"eval_samples_per_second": 7.059,
"eval_steps_per_second": 2.076,
"eval_wer": 0.3146603098927294,
"step": 2090
},
{
"epoch": 95.44,
"learning_rate": 1.9178082191780822e-05,
"loss": 0.2722,
"step": 2100
},
{
"epoch": 95.89,
"learning_rate": 1.7351598173515983e-05,
"loss": 0.2529,
"step": 2110
},
{
"epoch": 95.98,
"eval_loss": 0.5624773502349854,
"eval_runtime": 2.4174,
"eval_samples_per_second": 7.032,
"eval_steps_per_second": 2.068,
"eval_wer": 0.31585220500595945,
"step": 2112
},
{
"epoch": 96.36,
"learning_rate": 1.552511415525114e-05,
"loss": 0.2285,
"step": 2120
},
{
"epoch": 96.8,
"learning_rate": 1.3698630136986302e-05,
"loss": 0.2343,
"step": 2130
},
{
"epoch": 96.98,
"eval_loss": 0.5700345039367676,
"eval_runtime": 2.4887,
"eval_samples_per_second": 6.831,
"eval_steps_per_second": 2.009,
"eval_wer": 0.30870083432657924,
"step": 2134
},
{
"epoch": 97.27,
"learning_rate": 1.1872146118721461e-05,
"loss": 0.2933,
"step": 2140
},
{
"epoch": 97.71,
"learning_rate": 1.004566210045662e-05,
"loss": 0.2567,
"step": 2150
},
{
"epoch": 97.98,
"eval_loss": 0.5728834867477417,
"eval_runtime": 2.4553,
"eval_samples_per_second": 6.924,
"eval_steps_per_second": 2.036,
"eval_wer": 0.30870083432657924,
"step": 2156
},
{
"epoch": 98.18,
"learning_rate": 8.21917808219178e-06,
"loss": 0.2421,
"step": 2160
},
{
"epoch": 98.62,
"learning_rate": 6.39269406392694e-06,
"loss": 0.2448,
"step": 2170
},
{
"epoch": 98.98,
"eval_loss": 0.5728344917297363,
"eval_runtime": 2.4689,
"eval_samples_per_second": 6.886,
"eval_steps_per_second": 2.025,
"eval_wer": 0.3110846245530393,
"step": 2178
},
{
"epoch": 99.09,
"learning_rate": 4.566210045662101e-06,
"loss": 0.2497,
"step": 2180
},
{
"epoch": 99.53,
"learning_rate": 2.7397260273972604e-06,
"loss": 0.2456,
"step": 2190
},
{
"epoch": 99.98,
"learning_rate": 9.132420091324201e-07,
"loss": 0.2501,
"step": 2200
},
{
"epoch": 99.98,
"eval_loss": 0.5744234323501587,
"eval_runtime": 2.4546,
"eval_samples_per_second": 6.926,
"eval_steps_per_second": 2.037,
"eval_wer": 0.3098927294398093,
"step": 2200
},
{
"epoch": 99.98,
"step": 2200,
"total_flos": 1.783157786698179e+18,
"train_loss": 0.5098017852956599,
"train_runtime": 3993.9176,
"train_samples_per_second": 4.482,
"train_steps_per_second": 0.551
}
],
"max_steps": 2200,
"num_train_epochs": 100,
"total_flos": 1.783157786698179e+18,
"trial_name": null,
"trial_params": null
}