gary109's picture
End of training
f102017
{
"best_metric": 0.5028899908065796,
"best_model_checkpoint": "ai-light-dance_drums_ft_pretrain_wav2vec2-base-new_onset-idmt-2_8k/checkpoint-459",
"epoch": 100.0,
"global_step": 900,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_loss": 101.80458068847656,
"eval_runtime": 2.5283,
"eval_samples_per_second": 6.724,
"eval_steps_per_second": 1.978,
"eval_wer": 0.98,
"step": 9
},
{
"epoch": 1.11,
"learning_rate": 7e-05,
"loss": 17.4958,
"step": 10
},
{
"epoch": 2.0,
"eval_loss": 82.49200439453125,
"eval_runtime": 2.6724,
"eval_samples_per_second": 6.361,
"eval_steps_per_second": 1.871,
"eval_wer": 1.0,
"step": 18
},
{
"epoch": 2.22,
"learning_rate": 0.00015999999999999999,
"loss": 16.2087,
"step": 20
},
{
"epoch": 3.0,
"eval_loss": 36.138763427734375,
"eval_runtime": 2.6141,
"eval_samples_per_second": 6.503,
"eval_steps_per_second": 1.913,
"eval_wer": 1.0,
"step": 27
},
{
"epoch": 3.33,
"learning_rate": 0.00026,
"loss": 6.2942,
"step": 30
},
{
"epoch": 4.0,
"eval_loss": 8.326688766479492,
"eval_runtime": 2.6808,
"eval_samples_per_second": 6.341,
"eval_steps_per_second": 1.865,
"eval_wer": 1.0,
"step": 36
},
{
"epoch": 4.44,
"learning_rate": 0.0002979310344827586,
"loss": 2.0411,
"step": 40
},
{
"epoch": 5.0,
"eval_loss": 6.8215179443359375,
"eval_runtime": 2.696,
"eval_samples_per_second": 6.306,
"eval_steps_per_second": 1.855,
"eval_wer": 1.0,
"step": 45
},
{
"epoch": 5.56,
"learning_rate": 0.00029448275862068964,
"loss": 1.554,
"step": 50
},
{
"epoch": 6.0,
"eval_loss": 5.384669780731201,
"eval_runtime": 2.7298,
"eval_samples_per_second": 6.228,
"eval_steps_per_second": 1.832,
"eval_wer": 1.0,
"step": 54
},
{
"epoch": 6.67,
"learning_rate": 0.00029103448275862064,
"loss": 1.6215,
"step": 60
},
{
"epoch": 7.0,
"eval_loss": 4.4644598960876465,
"eval_runtime": 2.6233,
"eval_samples_per_second": 6.48,
"eval_steps_per_second": 1.906,
"eval_wer": 1.0,
"step": 63
},
{
"epoch": 7.78,
"learning_rate": 0.0002875862068965517,
"loss": 1.4962,
"step": 70
},
{
"epoch": 8.0,
"eval_loss": 3.221142053604126,
"eval_runtime": 2.7171,
"eval_samples_per_second": 6.257,
"eval_steps_per_second": 1.84,
"eval_wer": 1.0,
"step": 72
},
{
"epoch": 8.89,
"learning_rate": 0.00028413793103448275,
"loss": 1.3825,
"step": 80
},
{
"epoch": 9.0,
"eval_loss": 2.5513429641723633,
"eval_runtime": 2.6858,
"eval_samples_per_second": 6.329,
"eval_steps_per_second": 1.862,
"eval_wer": 1.0,
"step": 81
},
{
"epoch": 10.0,
"learning_rate": 0.00028068965517241375,
"loss": 1.3443,
"step": 90
},
{
"epoch": 10.0,
"eval_loss": 2.8581652641296387,
"eval_runtime": 2.7157,
"eval_samples_per_second": 6.26,
"eval_steps_per_second": 1.841,
"eval_wer": 1.0,
"step": 90
},
{
"epoch": 11.0,
"eval_loss": 2.544593572616577,
"eval_runtime": 2.6215,
"eval_samples_per_second": 6.485,
"eval_steps_per_second": 1.907,
"eval_wer": 1.0,
"step": 99
},
{
"epoch": 11.11,
"learning_rate": 0.0002772413793103448,
"loss": 1.3096,
"step": 100
},
{
"epoch": 12.0,
"eval_loss": 2.021075963973999,
"eval_runtime": 2.6505,
"eval_samples_per_second": 6.414,
"eval_steps_per_second": 1.886,
"eval_wer": 0.9955555555555555,
"step": 108
},
{
"epoch": 12.22,
"learning_rate": 0.0002737931034482758,
"loss": 1.3361,
"step": 110
},
{
"epoch": 13.0,
"eval_loss": 1.8110406398773193,
"eval_runtime": 2.6015,
"eval_samples_per_second": 6.535,
"eval_steps_per_second": 1.922,
"eval_wer": 0.9944444444444445,
"step": 117
},
{
"epoch": 13.33,
"learning_rate": 0.00027034482758620687,
"loss": 1.2862,
"step": 120
},
{
"epoch": 14.0,
"eval_loss": 1.7796473503112793,
"eval_runtime": 2.6116,
"eval_samples_per_second": 6.509,
"eval_steps_per_second": 1.915,
"eval_wer": 0.9933333333333333,
"step": 126
},
{
"epoch": 14.44,
"learning_rate": 0.0002668965517241379,
"loss": 1.2556,
"step": 130
},
{
"epoch": 15.0,
"eval_loss": 1.730082631111145,
"eval_runtime": 2.5934,
"eval_samples_per_second": 6.555,
"eval_steps_per_second": 1.928,
"eval_wer": 0.9922222222222222,
"step": 135
},
{
"epoch": 15.56,
"learning_rate": 0.0002634482758620689,
"loss": 1.1959,
"step": 140
},
{
"epoch": 16.0,
"eval_loss": 1.4244635105133057,
"eval_runtime": 2.6511,
"eval_samples_per_second": 6.412,
"eval_steps_per_second": 1.886,
"eval_wer": 0.9988888888888889,
"step": 144
},
{
"epoch": 16.67,
"learning_rate": 0.00026,
"loss": 1.1161,
"step": 150
},
{
"epoch": 17.0,
"eval_loss": 1.1931955814361572,
"eval_runtime": 2.6143,
"eval_samples_per_second": 6.503,
"eval_steps_per_second": 1.913,
"eval_wer": 0.5677777777777778,
"step": 153
},
{
"epoch": 17.78,
"learning_rate": 0.00025655172413793103,
"loss": 0.8853,
"step": 160
},
{
"epoch": 18.0,
"eval_loss": 1.2725539207458496,
"eval_runtime": 2.6031,
"eval_samples_per_second": 6.531,
"eval_steps_per_second": 1.921,
"eval_wer": 0.4922222222222222,
"step": 162
},
{
"epoch": 18.89,
"learning_rate": 0.00025310344827586203,
"loss": 0.7996,
"step": 170
},
{
"epoch": 19.0,
"eval_loss": 1.0841138362884521,
"eval_runtime": 2.6115,
"eval_samples_per_second": 6.51,
"eval_steps_per_second": 1.915,
"eval_wer": 0.5511111111111111,
"step": 171
},
{
"epoch": 20.0,
"learning_rate": 0.0002496551724137931,
"loss": 0.8165,
"step": 180
},
{
"epoch": 20.0,
"eval_loss": 1.406151294708252,
"eval_runtime": 2.6236,
"eval_samples_per_second": 6.48,
"eval_steps_per_second": 1.906,
"eval_wer": 0.4411111111111111,
"step": 180
},
{
"epoch": 21.0,
"eval_loss": 1.4218931198120117,
"eval_runtime": 2.6036,
"eval_samples_per_second": 6.529,
"eval_steps_per_second": 1.92,
"eval_wer": 0.33666666666666667,
"step": 189
},
{
"epoch": 21.11,
"learning_rate": 0.0002462068965517241,
"loss": 0.6807,
"step": 190
},
{
"epoch": 22.0,
"eval_loss": 1.2106943130493164,
"eval_runtime": 2.6208,
"eval_samples_per_second": 6.486,
"eval_steps_per_second": 1.908,
"eval_wer": 0.33444444444444443,
"step": 198
},
{
"epoch": 22.22,
"learning_rate": 0.00024275862068965515,
"loss": 0.7315,
"step": 200
},
{
"epoch": 23.0,
"eval_loss": 1.1419602632522583,
"eval_runtime": 2.6272,
"eval_samples_per_second": 6.471,
"eval_steps_per_second": 1.903,
"eval_wer": 0.3188888888888889,
"step": 207
},
{
"epoch": 23.33,
"learning_rate": 0.00023931034482758617,
"loss": 0.6203,
"step": 210
},
{
"epoch": 24.0,
"eval_loss": 1.0770384073257446,
"eval_runtime": 2.6173,
"eval_samples_per_second": 6.495,
"eval_steps_per_second": 1.91,
"eval_wer": 0.37777777777777777,
"step": 216
},
{
"epoch": 24.44,
"learning_rate": 0.00023586206896551723,
"loss": 0.6552,
"step": 220
},
{
"epoch": 25.0,
"eval_loss": 1.1095293760299683,
"eval_runtime": 2.6206,
"eval_samples_per_second": 6.487,
"eval_steps_per_second": 1.908,
"eval_wer": 0.3788888888888889,
"step": 225
},
{
"epoch": 25.56,
"learning_rate": 0.00023241379310344826,
"loss": 0.5618,
"step": 230
},
{
"epoch": 26.0,
"eval_loss": 1.0003583431243896,
"eval_runtime": 2.6097,
"eval_samples_per_second": 6.514,
"eval_steps_per_second": 1.916,
"eval_wer": 0.3477777777777778,
"step": 234
},
{
"epoch": 26.67,
"learning_rate": 0.0002289655172413793,
"loss": 0.5311,
"step": 240
},
{
"epoch": 27.0,
"eval_loss": 0.8810951113700867,
"eval_runtime": 2.705,
"eval_samples_per_second": 6.285,
"eval_steps_per_second": 1.848,
"eval_wer": 0.33111111111111113,
"step": 243
},
{
"epoch": 27.78,
"learning_rate": 0.00022551724137931031,
"loss": 0.5391,
"step": 250
},
{
"epoch": 28.0,
"eval_loss": 0.8162650465965271,
"eval_runtime": 2.6062,
"eval_samples_per_second": 6.523,
"eval_steps_per_second": 1.919,
"eval_wer": 0.36777777777777776,
"step": 252
},
{
"epoch": 28.89,
"learning_rate": 0.00022206896551724134,
"loss": 0.5275,
"step": 260
},
{
"epoch": 29.0,
"eval_loss": 0.9999949336051941,
"eval_runtime": 2.6225,
"eval_samples_per_second": 6.482,
"eval_steps_per_second": 1.907,
"eval_wer": 0.33111111111111113,
"step": 261
},
{
"epoch": 30.0,
"learning_rate": 0.0002186206896551724,
"loss": 0.4965,
"step": 270
},
{
"epoch": 30.0,
"eval_loss": 0.7320018410682678,
"eval_runtime": 2.6343,
"eval_samples_per_second": 6.453,
"eval_steps_per_second": 1.898,
"eval_wer": 0.37,
"step": 270
},
{
"epoch": 31.0,
"eval_loss": 0.9642557501792908,
"eval_runtime": 2.6199,
"eval_samples_per_second": 6.489,
"eval_steps_per_second": 1.909,
"eval_wer": 0.3388888888888889,
"step": 279
},
{
"epoch": 31.11,
"learning_rate": 0.00021517241379310343,
"loss": 0.4909,
"step": 280
},
{
"epoch": 32.0,
"eval_loss": 0.7662584185600281,
"eval_runtime": 2.6092,
"eval_samples_per_second": 6.515,
"eval_steps_per_second": 1.916,
"eval_wer": 0.35888888888888887,
"step": 288
},
{
"epoch": 32.22,
"learning_rate": 0.00021172413793103445,
"loss": 0.5218,
"step": 290
},
{
"epoch": 33.0,
"eval_loss": 0.9004315733909607,
"eval_runtime": 2.6009,
"eval_samples_per_second": 6.536,
"eval_steps_per_second": 1.922,
"eval_wer": 0.3488888888888889,
"step": 297
},
{
"epoch": 33.33,
"learning_rate": 0.0002082758620689655,
"loss": 0.4991,
"step": 300
},
{
"epoch": 34.0,
"eval_loss": 0.7342296242713928,
"eval_runtime": 2.6253,
"eval_samples_per_second": 6.475,
"eval_steps_per_second": 1.905,
"eval_wer": 0.38,
"step": 306
},
{
"epoch": 34.44,
"learning_rate": 0.00020482758620689654,
"loss": 0.4883,
"step": 310
},
{
"epoch": 35.0,
"eval_loss": 0.7959361672401428,
"eval_runtime": 2.6169,
"eval_samples_per_second": 6.496,
"eval_steps_per_second": 1.911,
"eval_wer": 0.3388888888888889,
"step": 315
},
{
"epoch": 35.56,
"learning_rate": 0.0002013793103448276,
"loss": 0.4902,
"step": 320
},
{
"epoch": 36.0,
"eval_loss": 0.6891648173332214,
"eval_runtime": 2.6322,
"eval_samples_per_second": 6.458,
"eval_steps_per_second": 1.9,
"eval_wer": 0.3377777777777778,
"step": 324
},
{
"epoch": 36.67,
"learning_rate": 0.0001979310344827586,
"loss": 0.4447,
"step": 330
},
{
"epoch": 37.0,
"eval_loss": 0.6479607224464417,
"eval_runtime": 2.5996,
"eval_samples_per_second": 6.539,
"eval_steps_per_second": 1.923,
"eval_wer": 0.3333333333333333,
"step": 333
},
{
"epoch": 37.78,
"learning_rate": 0.00019448275862068962,
"loss": 0.4458,
"step": 340
},
{
"epoch": 38.0,
"eval_loss": 0.6198386549949646,
"eval_runtime": 2.6161,
"eval_samples_per_second": 6.498,
"eval_steps_per_second": 1.911,
"eval_wer": 0.3333333333333333,
"step": 342
},
{
"epoch": 38.89,
"learning_rate": 0.00019103448275862068,
"loss": 0.4607,
"step": 350
},
{
"epoch": 39.0,
"eval_loss": 0.6080996990203857,
"eval_runtime": 2.6354,
"eval_samples_per_second": 6.451,
"eval_steps_per_second": 1.897,
"eval_wer": 0.3111111111111111,
"step": 351
},
{
"epoch": 40.0,
"learning_rate": 0.0001875862068965517,
"loss": 0.4352,
"step": 360
},
{
"epoch": 40.0,
"eval_loss": 0.6748089790344238,
"eval_runtime": 2.6402,
"eval_samples_per_second": 6.439,
"eval_steps_per_second": 1.894,
"eval_wer": 0.31555555555555553,
"step": 360
},
{
"epoch": 41.0,
"eval_loss": 0.6885289549827576,
"eval_runtime": 2.6179,
"eval_samples_per_second": 6.494,
"eval_steps_per_second": 1.91,
"eval_wer": 0.32555555555555554,
"step": 369
},
{
"epoch": 41.11,
"learning_rate": 0.00018413793103448273,
"loss": 0.4286,
"step": 370
},
{
"epoch": 42.0,
"eval_loss": 0.6806181073188782,
"eval_runtime": 2.614,
"eval_samples_per_second": 6.504,
"eval_steps_per_second": 1.913,
"eval_wer": 0.3333333333333333,
"step": 378
},
{
"epoch": 42.22,
"learning_rate": 0.0001806896551724138,
"loss": 0.4314,
"step": 380
},
{
"epoch": 43.0,
"eval_loss": 0.7854954600334167,
"eval_runtime": 2.5985,
"eval_samples_per_second": 6.542,
"eval_steps_per_second": 1.924,
"eval_wer": 0.32222222222222224,
"step": 387
},
{
"epoch": 43.33,
"learning_rate": 0.00017724137931034482,
"loss": 0.4476,
"step": 390
},
{
"epoch": 44.0,
"eval_loss": 0.6569249629974365,
"eval_runtime": 2.5902,
"eval_samples_per_second": 6.563,
"eval_steps_per_second": 1.93,
"eval_wer": 0.31444444444444447,
"step": 396
},
{
"epoch": 44.44,
"learning_rate": 0.00017379310344827587,
"loss": 0.4815,
"step": 400
},
{
"epoch": 45.0,
"eval_loss": 0.5388519167900085,
"eval_runtime": 2.6157,
"eval_samples_per_second": 6.499,
"eval_steps_per_second": 1.912,
"eval_wer": 0.30333333333333334,
"step": 405
},
{
"epoch": 45.56,
"learning_rate": 0.00017034482758620687,
"loss": 0.36,
"step": 410
},
{
"epoch": 46.0,
"eval_loss": 0.5549790263175964,
"eval_runtime": 2.5979,
"eval_samples_per_second": 6.544,
"eval_steps_per_second": 1.925,
"eval_wer": 0.3011111111111111,
"step": 414
},
{
"epoch": 46.67,
"learning_rate": 0.0001668965517241379,
"loss": 0.4516,
"step": 420
},
{
"epoch": 47.0,
"eval_loss": 0.5923512578010559,
"eval_runtime": 2.6204,
"eval_samples_per_second": 6.488,
"eval_steps_per_second": 1.908,
"eval_wer": 0.31444444444444447,
"step": 423
},
{
"epoch": 47.78,
"learning_rate": 0.00016344827586206896,
"loss": 0.3682,
"step": 430
},
{
"epoch": 48.0,
"eval_loss": 0.727486789226532,
"eval_runtime": 2.6112,
"eval_samples_per_second": 6.51,
"eval_steps_per_second": 1.915,
"eval_wer": 0.3055555555555556,
"step": 432
},
{
"epoch": 48.89,
"learning_rate": 0.00015999999999999999,
"loss": 0.4371,
"step": 440
},
{
"epoch": 49.0,
"eval_loss": 0.7050825357437134,
"eval_runtime": 2.6034,
"eval_samples_per_second": 6.53,
"eval_steps_per_second": 1.921,
"eval_wer": 0.3088888888888889,
"step": 441
},
{
"epoch": 50.0,
"learning_rate": 0.00015655172413793101,
"loss": 0.4004,
"step": 450
},
{
"epoch": 50.0,
"eval_loss": 0.5668944716453552,
"eval_runtime": 2.6536,
"eval_samples_per_second": 6.406,
"eval_steps_per_second": 1.884,
"eval_wer": 0.30777777777777776,
"step": 450
},
{
"epoch": 51.0,
"eval_loss": 0.5028899908065796,
"eval_runtime": 2.6202,
"eval_samples_per_second": 6.488,
"eval_steps_per_second": 1.908,
"eval_wer": 0.31777777777777777,
"step": 459
},
{
"epoch": 51.11,
"learning_rate": 0.00015310344827586207,
"loss": 0.3298,
"step": 460
},
{
"epoch": 52.0,
"eval_loss": 0.6150208711624146,
"eval_runtime": 2.602,
"eval_samples_per_second": 6.534,
"eval_steps_per_second": 1.922,
"eval_wer": 0.32,
"step": 468
},
{
"epoch": 52.22,
"learning_rate": 0.00014965517241379307,
"loss": 0.4083,
"step": 470
},
{
"epoch": 53.0,
"eval_loss": 0.5881750583648682,
"eval_runtime": 2.6209,
"eval_samples_per_second": 6.486,
"eval_steps_per_second": 1.908,
"eval_wer": 0.33,
"step": 477
},
{
"epoch": 53.33,
"learning_rate": 0.00014620689655172413,
"loss": 0.4022,
"step": 480
},
{
"epoch": 54.0,
"eval_loss": 0.7253018021583557,
"eval_runtime": 2.6223,
"eval_samples_per_second": 6.483,
"eval_steps_per_second": 1.907,
"eval_wer": 0.31444444444444447,
"step": 486
},
{
"epoch": 54.44,
"learning_rate": 0.00014275862068965515,
"loss": 0.4465,
"step": 490
},
{
"epoch": 55.0,
"eval_loss": 0.6807547807693481,
"eval_runtime": 2.6014,
"eval_samples_per_second": 6.535,
"eval_steps_per_second": 1.922,
"eval_wer": 0.3111111111111111,
"step": 495
},
{
"epoch": 55.56,
"learning_rate": 0.0001393103448275862,
"loss": 0.3955,
"step": 500
},
{
"epoch": 56.0,
"eval_loss": 0.6001608967781067,
"eval_runtime": 2.629,
"eval_samples_per_second": 6.466,
"eval_steps_per_second": 1.902,
"eval_wer": 0.31333333333333335,
"step": 504
},
{
"epoch": 56.67,
"learning_rate": 0.0001358620689655172,
"loss": 0.3877,
"step": 510
},
{
"epoch": 57.0,
"eval_loss": 0.7593300938606262,
"eval_runtime": 2.6173,
"eval_samples_per_second": 6.495,
"eval_steps_per_second": 1.91,
"eval_wer": 0.3055555555555556,
"step": 513
},
{
"epoch": 57.78,
"learning_rate": 0.00013241379310344827,
"loss": 0.3486,
"step": 520
},
{
"epoch": 58.0,
"eval_loss": 0.6764330863952637,
"eval_runtime": 2.646,
"eval_samples_per_second": 6.425,
"eval_steps_per_second": 1.89,
"eval_wer": 0.3188888888888889,
"step": 522
},
{
"epoch": 58.89,
"learning_rate": 0.0001289655172413793,
"loss": 0.3782,
"step": 530
},
{
"epoch": 59.0,
"eval_loss": 0.6771883368492126,
"eval_runtime": 2.6301,
"eval_samples_per_second": 6.464,
"eval_steps_per_second": 1.901,
"eval_wer": 0.31333333333333335,
"step": 531
},
{
"epoch": 60.0,
"learning_rate": 0.00012551724137931035,
"loss": 0.3599,
"step": 540
},
{
"epoch": 60.0,
"eval_loss": 0.8846335411071777,
"eval_runtime": 2.615,
"eval_samples_per_second": 6.501,
"eval_steps_per_second": 1.912,
"eval_wer": 0.3111111111111111,
"step": 540
},
{
"epoch": 61.0,
"eval_loss": 0.945833683013916,
"eval_runtime": 2.5924,
"eval_samples_per_second": 6.558,
"eval_steps_per_second": 1.929,
"eval_wer": 0.3233333333333333,
"step": 549
},
{
"epoch": 61.11,
"learning_rate": 0.00012206896551724136,
"loss": 0.3424,
"step": 550
},
{
"epoch": 62.0,
"eval_loss": 0.8398585319519043,
"eval_runtime": 2.6035,
"eval_samples_per_second": 6.53,
"eval_steps_per_second": 1.921,
"eval_wer": 0.3233333333333333,
"step": 558
},
{
"epoch": 62.22,
"learning_rate": 0.0001186206896551724,
"loss": 0.3652,
"step": 560
},
{
"epoch": 63.0,
"eval_loss": 0.8266441822052002,
"eval_runtime": 2.6064,
"eval_samples_per_second": 6.522,
"eval_steps_per_second": 1.918,
"eval_wer": 0.31333333333333335,
"step": 567
},
{
"epoch": 63.33,
"learning_rate": 0.00011517241379310343,
"loss": 0.3327,
"step": 570
},
{
"epoch": 64.0,
"eval_loss": 0.7813167572021484,
"eval_runtime": 2.6355,
"eval_samples_per_second": 6.45,
"eval_steps_per_second": 1.897,
"eval_wer": 0.30777777777777776,
"step": 576
},
{
"epoch": 64.44,
"learning_rate": 0.00011172413793103448,
"loss": 0.3603,
"step": 580
},
{
"epoch": 65.0,
"eval_loss": 0.8066079616546631,
"eval_runtime": 2.5997,
"eval_samples_per_second": 6.539,
"eval_steps_per_second": 1.923,
"eval_wer": 0.31555555555555553,
"step": 585
},
{
"epoch": 65.56,
"learning_rate": 0.0001082758620689655,
"loss": 0.3401,
"step": 590
},
{
"epoch": 66.0,
"eval_loss": 0.7959613800048828,
"eval_runtime": 2.6015,
"eval_samples_per_second": 6.535,
"eval_steps_per_second": 1.922,
"eval_wer": 0.30666666666666664,
"step": 594
},
{
"epoch": 66.67,
"learning_rate": 0.00010482758620689655,
"loss": 0.3797,
"step": 600
},
{
"epoch": 67.0,
"eval_loss": 0.8513309955596924,
"eval_runtime": 2.6257,
"eval_samples_per_second": 6.474,
"eval_steps_per_second": 1.904,
"eval_wer": 0.29888888888888887,
"step": 603
},
{
"epoch": 67.78,
"learning_rate": 0.00010137931034482757,
"loss": 0.3353,
"step": 610
},
{
"epoch": 68.0,
"eval_loss": 0.8319157361984253,
"eval_runtime": 2.5993,
"eval_samples_per_second": 6.54,
"eval_steps_per_second": 1.924,
"eval_wer": 0.2722222222222222,
"step": 612
},
{
"epoch": 68.89,
"learning_rate": 9.793103448275862e-05,
"loss": 0.3909,
"step": 620
},
{
"epoch": 69.0,
"eval_loss": 0.8244246244430542,
"eval_runtime": 2.6313,
"eval_samples_per_second": 6.461,
"eval_steps_per_second": 1.9,
"eval_wer": 0.2877777777777778,
"step": 621
},
{
"epoch": 70.0,
"learning_rate": 9.448275862068964e-05,
"loss": 0.3263,
"step": 630
},
{
"epoch": 70.0,
"eval_loss": 0.9538501501083374,
"eval_runtime": 2.6379,
"eval_samples_per_second": 6.445,
"eval_steps_per_second": 1.895,
"eval_wer": 0.3022222222222222,
"step": 630
},
{
"epoch": 71.0,
"eval_loss": 1.002958059310913,
"eval_runtime": 2.6816,
"eval_samples_per_second": 6.34,
"eval_steps_per_second": 1.865,
"eval_wer": 0.2922222222222222,
"step": 639
},
{
"epoch": 71.11,
"learning_rate": 9.103448275862069e-05,
"loss": 0.3102,
"step": 640
},
{
"epoch": 72.0,
"eval_loss": 0.9874680638313293,
"eval_runtime": 2.5977,
"eval_samples_per_second": 6.544,
"eval_steps_per_second": 1.925,
"eval_wer": 0.30444444444444446,
"step": 648
},
{
"epoch": 72.22,
"learning_rate": 8.758620689655171e-05,
"loss": 0.3577,
"step": 650
},
{
"epoch": 73.0,
"eval_loss": 0.9030035138130188,
"eval_runtime": 2.6088,
"eval_samples_per_second": 6.516,
"eval_steps_per_second": 1.917,
"eval_wer": 0.29777777777777775,
"step": 657
},
{
"epoch": 73.33,
"learning_rate": 8.413793103448276e-05,
"loss": 0.2953,
"step": 660
},
{
"epoch": 74.0,
"eval_loss": 0.9392061233520508,
"eval_runtime": 2.5966,
"eval_samples_per_second": 6.547,
"eval_steps_per_second": 1.926,
"eval_wer": 0.28888888888888886,
"step": 666
},
{
"epoch": 74.44,
"learning_rate": 8.068965517241378e-05,
"loss": 0.3644,
"step": 670
},
{
"epoch": 75.0,
"eval_loss": 0.9088665843009949,
"eval_runtime": 2.6416,
"eval_samples_per_second": 6.436,
"eval_steps_per_second": 1.893,
"eval_wer": 0.2877777777777778,
"step": 675
},
{
"epoch": 75.56,
"learning_rate": 7.724137931034483e-05,
"loss": 0.3231,
"step": 680
},
{
"epoch": 76.0,
"eval_loss": 0.926447868347168,
"eval_runtime": 2.61,
"eval_samples_per_second": 6.513,
"eval_steps_per_second": 1.916,
"eval_wer": 0.28444444444444444,
"step": 684
},
{
"epoch": 76.67,
"learning_rate": 7.379310344827585e-05,
"loss": 0.3078,
"step": 690
},
{
"epoch": 77.0,
"eval_loss": 1.0535814762115479,
"eval_runtime": 2.597,
"eval_samples_per_second": 6.546,
"eval_steps_per_second": 1.925,
"eval_wer": 0.2911111111111111,
"step": 693
},
{
"epoch": 77.78,
"learning_rate": 7.034482758620688e-05,
"loss": 0.4503,
"step": 700
},
{
"epoch": 78.0,
"eval_loss": 0.9473001956939697,
"eval_runtime": 2.6482,
"eval_samples_per_second": 6.42,
"eval_steps_per_second": 1.888,
"eval_wer": 0.2966666666666667,
"step": 702
},
{
"epoch": 78.89,
"learning_rate": 6.689655172413792e-05,
"loss": 0.3492,
"step": 710
},
{
"epoch": 79.0,
"eval_loss": 0.8909215331077576,
"eval_runtime": 2.6344,
"eval_samples_per_second": 6.453,
"eval_steps_per_second": 1.898,
"eval_wer": 0.3088888888888889,
"step": 711
},
{
"epoch": 80.0,
"learning_rate": 6.344827586206895e-05,
"loss": 0.347,
"step": 720
},
{
"epoch": 80.0,
"eval_loss": 0.8532315492630005,
"eval_runtime": 2.6434,
"eval_samples_per_second": 6.431,
"eval_steps_per_second": 1.891,
"eval_wer": 0.30666666666666664,
"step": 720
},
{
"epoch": 81.0,
"eval_loss": 0.9552628993988037,
"eval_runtime": 2.651,
"eval_samples_per_second": 6.413,
"eval_steps_per_second": 1.886,
"eval_wer": 0.2833333333333333,
"step": 729
},
{
"epoch": 81.11,
"learning_rate": 5.9999999999999995e-05,
"loss": 0.2949,
"step": 730
},
{
"epoch": 82.0,
"eval_loss": 1.0111045837402344,
"eval_runtime": 2.6252,
"eval_samples_per_second": 6.476,
"eval_steps_per_second": 1.905,
"eval_wer": 0.2866666666666667,
"step": 738
},
{
"epoch": 82.22,
"learning_rate": 5.655172413793103e-05,
"loss": 0.3447,
"step": 740
},
{
"epoch": 83.0,
"eval_loss": 0.9160183072090149,
"eval_runtime": 2.6434,
"eval_samples_per_second": 6.431,
"eval_steps_per_second": 1.892,
"eval_wer": 0.3011111111111111,
"step": 747
},
{
"epoch": 83.33,
"learning_rate": 5.3103448275862065e-05,
"loss": 0.2878,
"step": 750
},
{
"epoch": 84.0,
"eval_loss": 0.8401439785957336,
"eval_runtime": 2.7557,
"eval_samples_per_second": 6.169,
"eval_steps_per_second": 1.814,
"eval_wer": 0.29888888888888887,
"step": 756
},
{
"epoch": 84.44,
"learning_rate": 4.96551724137931e-05,
"loss": 0.3229,
"step": 760
},
{
"epoch": 85.0,
"eval_loss": 0.8815315961837769,
"eval_runtime": 2.6105,
"eval_samples_per_second": 6.512,
"eval_steps_per_second": 1.915,
"eval_wer": 0.2911111111111111,
"step": 765
},
{
"epoch": 85.56,
"learning_rate": 4.6206896551724135e-05,
"loss": 0.276,
"step": 770
},
{
"epoch": 86.0,
"eval_loss": 0.8801678419113159,
"eval_runtime": 2.6513,
"eval_samples_per_second": 6.412,
"eval_steps_per_second": 1.886,
"eval_wer": 0.2911111111111111,
"step": 774
},
{
"epoch": 86.67,
"learning_rate": 4.275862068965517e-05,
"loss": 0.3469,
"step": 780
},
{
"epoch": 87.0,
"eval_loss": 0.9121254682540894,
"eval_runtime": 2.6394,
"eval_samples_per_second": 6.441,
"eval_steps_per_second": 1.894,
"eval_wer": 0.29,
"step": 783
},
{
"epoch": 87.78,
"learning_rate": 3.9310344827586205e-05,
"loss": 0.3044,
"step": 790
},
{
"epoch": 88.0,
"eval_loss": 0.8933728337287903,
"eval_runtime": 2.6251,
"eval_samples_per_second": 6.476,
"eval_steps_per_second": 1.905,
"eval_wer": 0.29333333333333333,
"step": 792
},
{
"epoch": 88.89,
"learning_rate": 3.586206896551724e-05,
"loss": 0.2885,
"step": 800
},
{
"epoch": 89.0,
"eval_loss": 0.8806433081626892,
"eval_runtime": 2.618,
"eval_samples_per_second": 6.494,
"eval_steps_per_second": 1.91,
"eval_wer": 0.2966666666666667,
"step": 801
},
{
"epoch": 90.0,
"learning_rate": 3.2413793103448275e-05,
"loss": 0.3365,
"step": 810
},
{
"epoch": 90.0,
"eval_loss": 0.9036632180213928,
"eval_runtime": 2.654,
"eval_samples_per_second": 6.406,
"eval_steps_per_second": 1.884,
"eval_wer": 0.28444444444444444,
"step": 810
},
{
"epoch": 91.0,
"eval_loss": 0.9217983484268188,
"eval_runtime": 2.636,
"eval_samples_per_second": 6.449,
"eval_steps_per_second": 1.897,
"eval_wer": 0.2866666666666667,
"step": 819
},
{
"epoch": 91.11,
"learning_rate": 2.8965517241379307e-05,
"loss": 0.3239,
"step": 820
},
{
"epoch": 92.0,
"eval_loss": 0.9227918386459351,
"eval_runtime": 2.6278,
"eval_samples_per_second": 6.469,
"eval_steps_per_second": 1.903,
"eval_wer": 0.28444444444444444,
"step": 828
},
{
"epoch": 92.22,
"learning_rate": 2.551724137931034e-05,
"loss": 0.3219,
"step": 830
},
{
"epoch": 93.0,
"eval_loss": 0.9166781902313232,
"eval_runtime": 2.652,
"eval_samples_per_second": 6.41,
"eval_steps_per_second": 1.885,
"eval_wer": 0.28444444444444444,
"step": 837
},
{
"epoch": 93.33,
"learning_rate": 2.2068965517241377e-05,
"loss": 0.2736,
"step": 840
},
{
"epoch": 94.0,
"eval_loss": 0.9494596123695374,
"eval_runtime": 2.6316,
"eval_samples_per_second": 6.46,
"eval_steps_per_second": 1.9,
"eval_wer": 0.2877777777777778,
"step": 846
},
{
"epoch": 94.44,
"learning_rate": 1.862068965517241e-05,
"loss": 0.3587,
"step": 850
},
{
"epoch": 95.0,
"eval_loss": 0.9997347593307495,
"eval_runtime": 2.657,
"eval_samples_per_second": 6.398,
"eval_steps_per_second": 1.882,
"eval_wer": 0.28444444444444444,
"step": 855
},
{
"epoch": 95.56,
"learning_rate": 1.5172413793103447e-05,
"loss": 0.3386,
"step": 860
},
{
"epoch": 96.0,
"eval_loss": 0.9977498650550842,
"eval_runtime": 2.674,
"eval_samples_per_second": 6.358,
"eval_steps_per_second": 1.87,
"eval_wer": 0.28555555555555556,
"step": 864
},
{
"epoch": 96.67,
"learning_rate": 1.1724137931034482e-05,
"loss": 0.2895,
"step": 870
},
{
"epoch": 97.0,
"eval_loss": 0.9963868260383606,
"eval_runtime": 2.6883,
"eval_samples_per_second": 6.324,
"eval_steps_per_second": 1.86,
"eval_wer": 0.28888888888888886,
"step": 873
},
{
"epoch": 97.78,
"learning_rate": 8.275862068965517e-06,
"loss": 0.3496,
"step": 880
},
{
"epoch": 98.0,
"eval_loss": 0.9764975309371948,
"eval_runtime": 2.6679,
"eval_samples_per_second": 6.372,
"eval_steps_per_second": 1.874,
"eval_wer": 0.28888888888888886,
"step": 882
},
{
"epoch": 98.89,
"learning_rate": 4.827586206896552e-06,
"loss": 0.2789,
"step": 890
},
{
"epoch": 99.0,
"eval_loss": 0.9712777733802795,
"eval_runtime": 2.6523,
"eval_samples_per_second": 6.41,
"eval_steps_per_second": 1.885,
"eval_wer": 0.2877777777777778,
"step": 891
},
{
"epoch": 100.0,
"learning_rate": 1.379310344827586e-06,
"loss": 0.3284,
"step": 900
},
{
"epoch": 100.0,
"eval_loss": 0.9687079191207886,
"eval_runtime": 2.6458,
"eval_samples_per_second": 6.425,
"eval_steps_per_second": 1.89,
"eval_wer": 0.28888888888888886,
"step": 900
},
{
"epoch": 100.0,
"step": 900,
"total_flos": 1.389987159899058e+18,
"train_loss": 0.9807351756095887,
"train_runtime": 3338.9131,
"train_samples_per_second": 4.223,
"train_steps_per_second": 0.27
}
],
"max_steps": 900,
"num_train_epochs": 100,
"total_flos": 1.389987159899058e+18,
"trial_name": null,
"trial_params": null
}