distilhubert-timit / trainer_state.json
patrickvonplaten's picture
End of training
25f096a
raw
history blame
41.8 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 20.0,
"global_step": 2900,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.07,
"learning_rate": 8.000000000000001e-07,
"loss": 9.653,
"step": 10
},
{
"epoch": 0.14,
"learning_rate": 1.8e-06,
"loss": 8.4639,
"step": 20
},
{
"epoch": 0.21,
"learning_rate": 2.8000000000000003e-06,
"loss": 7.9446,
"step": 30
},
{
"epoch": 0.28,
"learning_rate": 3.7e-06,
"loss": 8.6256,
"step": 40
},
{
"epoch": 0.34,
"learning_rate": 4.7e-06,
"loss": 8.0756,
"step": 50
},
{
"epoch": 0.41,
"learning_rate": 5.7000000000000005e-06,
"loss": 7.4432,
"step": 60
},
{
"epoch": 0.48,
"learning_rate": 6.700000000000001e-06,
"loss": 6.5524,
"step": 70
},
{
"epoch": 0.55,
"learning_rate": 7.7e-06,
"loss": 6.5869,
"step": 80
},
{
"epoch": 0.62,
"learning_rate": 8.7e-06,
"loss": 5.2277,
"step": 90
},
{
"epoch": 0.69,
"learning_rate": 9.7e-06,
"loss": 4.2247,
"step": 100
},
{
"epoch": 0.69,
"eval_loss": 3.8606975078582764,
"eval_runtime": 48.7411,
"eval_samples_per_second": 34.468,
"eval_steps_per_second": 34.468,
"eval_wer": 1.0,
"step": 100
},
{
"epoch": 0.76,
"learning_rate": 1.0700000000000001e-05,
"loss": 3.6454,
"step": 110
},
{
"epoch": 0.83,
"learning_rate": 1.1700000000000001e-05,
"loss": 3.3306,
"step": 120
},
{
"epoch": 0.9,
"learning_rate": 1.27e-05,
"loss": 3.1763,
"step": 130
},
{
"epoch": 0.97,
"learning_rate": 1.3700000000000001e-05,
"loss": 3.0708,
"step": 140
},
{
"epoch": 1.03,
"learning_rate": 1.47e-05,
"loss": 3.0836,
"step": 150
},
{
"epoch": 1.1,
"learning_rate": 1.5700000000000002e-05,
"loss": 2.999,
"step": 160
},
{
"epoch": 1.17,
"learning_rate": 1.6700000000000003e-05,
"loss": 2.9717,
"step": 170
},
{
"epoch": 1.24,
"learning_rate": 1.77e-05,
"loss": 2.9846,
"step": 180
},
{
"epoch": 1.31,
"learning_rate": 1.87e-05,
"loss": 2.9912,
"step": 190
},
{
"epoch": 1.38,
"learning_rate": 1.97e-05,
"loss": 2.9444,
"step": 200
},
{
"epoch": 1.38,
"eval_loss": 2.950913667678833,
"eval_runtime": 49.1765,
"eval_samples_per_second": 34.163,
"eval_steps_per_second": 34.163,
"eval_wer": 1.0,
"step": 200
},
{
"epoch": 1.45,
"learning_rate": 2.07e-05,
"loss": 2.9386,
"step": 210
},
{
"epoch": 1.52,
"learning_rate": 2.1700000000000002e-05,
"loss": 2.9601,
"step": 220
},
{
"epoch": 1.59,
"learning_rate": 2.2700000000000003e-05,
"loss": 2.9395,
"step": 230
},
{
"epoch": 1.66,
"learning_rate": 2.37e-05,
"loss": 2.9159,
"step": 240
},
{
"epoch": 1.72,
"learning_rate": 2.47e-05,
"loss": 2.9124,
"step": 250
},
{
"epoch": 1.79,
"learning_rate": 2.57e-05,
"loss": 2.9412,
"step": 260
},
{
"epoch": 1.86,
"learning_rate": 2.6700000000000002e-05,
"loss": 2.8826,
"step": 270
},
{
"epoch": 1.93,
"learning_rate": 2.7700000000000002e-05,
"loss": 2.8915,
"step": 280
},
{
"epoch": 2.0,
"learning_rate": 2.87e-05,
"loss": 2.9096,
"step": 290
},
{
"epoch": 2.07,
"learning_rate": 2.97e-05,
"loss": 2.8858,
"step": 300
},
{
"epoch": 2.07,
"eval_loss": 2.844599723815918,
"eval_runtime": 49.0987,
"eval_samples_per_second": 34.217,
"eval_steps_per_second": 34.217,
"eval_wer": 1.0,
"step": 300
},
{
"epoch": 2.14,
"learning_rate": 3.07e-05,
"loss": 2.8025,
"step": 310
},
{
"epoch": 2.21,
"learning_rate": 3.1700000000000005e-05,
"loss": 2.7678,
"step": 320
},
{
"epoch": 2.28,
"learning_rate": 3.27e-05,
"loss": 2.7655,
"step": 330
},
{
"epoch": 2.34,
"learning_rate": 3.3700000000000006e-05,
"loss": 2.6538,
"step": 340
},
{
"epoch": 2.41,
"learning_rate": 3.4699999999999996e-05,
"loss": 2.5774,
"step": 350
},
{
"epoch": 2.48,
"learning_rate": 3.57e-05,
"loss": 2.5132,
"step": 360
},
{
"epoch": 2.55,
"learning_rate": 3.6700000000000004e-05,
"loss": 2.4977,
"step": 370
},
{
"epoch": 2.62,
"learning_rate": 3.77e-05,
"loss": 2.3494,
"step": 380
},
{
"epoch": 2.69,
"learning_rate": 3.8700000000000006e-05,
"loss": 2.2912,
"step": 390
},
{
"epoch": 2.76,
"learning_rate": 3.97e-05,
"loss": 2.2804,
"step": 400
},
{
"epoch": 2.76,
"eval_loss": 2.1984939575195312,
"eval_runtime": 49.2048,
"eval_samples_per_second": 34.143,
"eval_steps_per_second": 34.143,
"eval_wer": 1.0013782647646612,
"step": 400
},
{
"epoch": 2.83,
"learning_rate": 4.07e-05,
"loss": 2.1559,
"step": 410
},
{
"epoch": 2.9,
"learning_rate": 4.17e-05,
"loss": 2.013,
"step": 420
},
{
"epoch": 2.97,
"learning_rate": 4.27e-05,
"loss": 1.9527,
"step": 430
},
{
"epoch": 3.03,
"learning_rate": 4.3700000000000005e-05,
"loss": 1.9805,
"step": 440
},
{
"epoch": 3.1,
"learning_rate": 4.47e-05,
"loss": 1.7592,
"step": 450
},
{
"epoch": 3.17,
"learning_rate": 4.5700000000000006e-05,
"loss": 1.6803,
"step": 460
},
{
"epoch": 3.24,
"learning_rate": 4.6700000000000003e-05,
"loss": 1.674,
"step": 470
},
{
"epoch": 3.31,
"learning_rate": 4.77e-05,
"loss": 1.6908,
"step": 480
},
{
"epoch": 3.38,
"learning_rate": 4.87e-05,
"loss": 1.4964,
"step": 490
},
{
"epoch": 3.45,
"learning_rate": 4.97e-05,
"loss": 1.505,
"step": 500
},
{
"epoch": 3.45,
"eval_loss": 1.4971957206726074,
"eval_runtime": 49.3444,
"eval_samples_per_second": 34.046,
"eval_steps_per_second": 34.046,
"eval_wer": 0.9609261939218524,
"step": 500
},
{
"epoch": 3.52,
"learning_rate": 5.0700000000000006e-05,
"loss": 1.5943,
"step": 510
},
{
"epoch": 3.59,
"learning_rate": 5.17e-05,
"loss": 1.3954,
"step": 520
},
{
"epoch": 3.66,
"learning_rate": 5.270000000000001e-05,
"loss": 1.3033,
"step": 530
},
{
"epoch": 3.72,
"learning_rate": 5.3700000000000004e-05,
"loss": 1.4023,
"step": 540
},
{
"epoch": 3.79,
"learning_rate": 5.470000000000001e-05,
"loss": 1.4554,
"step": 550
},
{
"epoch": 3.86,
"learning_rate": 5.5700000000000005e-05,
"loss": 1.2369,
"step": 560
},
{
"epoch": 3.93,
"learning_rate": 5.6699999999999996e-05,
"loss": 1.2277,
"step": 570
},
{
"epoch": 4.0,
"learning_rate": 5.77e-05,
"loss": 1.3168,
"step": 580
},
{
"epoch": 4.07,
"learning_rate": 5.87e-05,
"loss": 1.2854,
"step": 590
},
{
"epoch": 4.14,
"learning_rate": 5.97e-05,
"loss": 1.06,
"step": 600
},
{
"epoch": 4.14,
"eval_loss": 1.2013553380966187,
"eval_runtime": 49.3577,
"eval_samples_per_second": 34.037,
"eval_steps_per_second": 34.037,
"eval_wer": 0.805802494659224,
"step": 600
},
{
"epoch": 4.21,
"learning_rate": 6.07e-05,
"loss": 1.1026,
"step": 610
},
{
"epoch": 4.28,
"learning_rate": 6.170000000000001e-05,
"loss": 1.2475,
"step": 620
},
{
"epoch": 4.34,
"learning_rate": 6.27e-05,
"loss": 1.0605,
"step": 630
},
{
"epoch": 4.41,
"learning_rate": 6.37e-05,
"loss": 1.0361,
"step": 640
},
{
"epoch": 4.48,
"learning_rate": 6.47e-05,
"loss": 1.1079,
"step": 650
},
{
"epoch": 4.55,
"learning_rate": 6.570000000000001e-05,
"loss": 1.2017,
"step": 660
},
{
"epoch": 4.62,
"learning_rate": 6.670000000000001e-05,
"loss": 0.9803,
"step": 670
},
{
"epoch": 4.69,
"learning_rate": 6.77e-05,
"loss": 1.0294,
"step": 680
},
{
"epoch": 4.76,
"learning_rate": 6.87e-05,
"loss": 1.1393,
"step": 690
},
{
"epoch": 4.83,
"learning_rate": 6.97e-05,
"loss": 1.0166,
"step": 700
},
{
"epoch": 4.83,
"eval_loss": 1.0605226755142212,
"eval_runtime": 49.5346,
"eval_samples_per_second": 33.916,
"eval_steps_per_second": 33.916,
"eval_wer": 0.7535662600785611,
"step": 700
},
{
"epoch": 4.9,
"learning_rate": 7.07e-05,
"loss": 0.8619,
"step": 710
},
{
"epoch": 4.97,
"learning_rate": 7.17e-05,
"loss": 0.9549,
"step": 720
},
{
"epoch": 5.03,
"learning_rate": 7.27e-05,
"loss": 1.1162,
"step": 730
},
{
"epoch": 5.1,
"learning_rate": 7.37e-05,
"loss": 0.8634,
"step": 740
},
{
"epoch": 5.17,
"learning_rate": 7.47e-05,
"loss": 0.8374,
"step": 750
},
{
"epoch": 5.24,
"learning_rate": 7.570000000000001e-05,
"loss": 0.9316,
"step": 760
},
{
"epoch": 5.31,
"learning_rate": 7.670000000000001e-05,
"loss": 0.9827,
"step": 770
},
{
"epoch": 5.38,
"learning_rate": 7.77e-05,
"loss": 0.7866,
"step": 780
},
{
"epoch": 5.45,
"learning_rate": 7.87e-05,
"loss": 0.816,
"step": 790
},
{
"epoch": 5.52,
"learning_rate": 7.970000000000001e-05,
"loss": 0.966,
"step": 800
},
{
"epoch": 5.52,
"eval_loss": 0.9963059425354004,
"eval_runtime": 49.4475,
"eval_samples_per_second": 33.975,
"eval_steps_per_second": 33.975,
"eval_wer": 0.7100820067534973,
"step": 800
},
{
"epoch": 5.59,
"learning_rate": 8.070000000000001e-05,
"loss": 0.8691,
"step": 810
},
{
"epoch": 5.66,
"learning_rate": 8.17e-05,
"loss": 0.748,
"step": 820
},
{
"epoch": 5.72,
"learning_rate": 8.27e-05,
"loss": 0.8441,
"step": 830
},
{
"epoch": 5.79,
"learning_rate": 8.37e-05,
"loss": 1.0217,
"step": 840
},
{
"epoch": 5.86,
"learning_rate": 8.47e-05,
"loss": 0.7328,
"step": 850
},
{
"epoch": 5.93,
"learning_rate": 8.57e-05,
"loss": 0.7625,
"step": 860
},
{
"epoch": 6.0,
"learning_rate": 8.67e-05,
"loss": 0.883,
"step": 870
},
{
"epoch": 6.07,
"learning_rate": 8.77e-05,
"loss": 0.8376,
"step": 880
},
{
"epoch": 6.14,
"learning_rate": 8.87e-05,
"loss": 0.6518,
"step": 890
},
{
"epoch": 6.21,
"learning_rate": 8.970000000000001e-05,
"loss": 0.6857,
"step": 900
},
{
"epoch": 6.21,
"eval_loss": 0.9442995190620422,
"eval_runtime": 49.4918,
"eval_samples_per_second": 33.945,
"eval_steps_per_second": 33.945,
"eval_wer": 0.6898215147129764,
"step": 900
},
{
"epoch": 6.28,
"learning_rate": 9.070000000000001e-05,
"loss": 0.8764,
"step": 910
},
{
"epoch": 6.34,
"learning_rate": 9.17e-05,
"loss": 0.7431,
"step": 920
},
{
"epoch": 6.41,
"learning_rate": 9.27e-05,
"loss": 0.6688,
"step": 930
},
{
"epoch": 6.48,
"learning_rate": 9.370000000000001e-05,
"loss": 0.7162,
"step": 940
},
{
"epoch": 6.55,
"learning_rate": 9.47e-05,
"loss": 0.8465,
"step": 950
},
{
"epoch": 6.62,
"learning_rate": 9.57e-05,
"loss": 0.6191,
"step": 960
},
{
"epoch": 6.69,
"learning_rate": 9.67e-05,
"loss": 0.6149,
"step": 970
},
{
"epoch": 6.76,
"learning_rate": 9.77e-05,
"loss": 0.8114,
"step": 980
},
{
"epoch": 6.83,
"learning_rate": 9.87e-05,
"loss": 0.7832,
"step": 990
},
{
"epoch": 6.9,
"learning_rate": 9.970000000000001e-05,
"loss": 0.5859,
"step": 1000
},
{
"epoch": 6.9,
"eval_loss": 0.9042919278144836,
"eval_runtime": 49.5927,
"eval_samples_per_second": 33.876,
"eval_steps_per_second": 33.876,
"eval_wer": 0.6795534422162497,
"step": 1000
},
{
"epoch": 6.97,
"learning_rate": 9.963157894736843e-05,
"loss": 0.6366,
"step": 1010
},
{
"epoch": 7.03,
"learning_rate": 9.910526315789475e-05,
"loss": 0.8343,
"step": 1020
},
{
"epoch": 7.1,
"learning_rate": 9.857894736842106e-05,
"loss": 0.5977,
"step": 1030
},
{
"epoch": 7.17,
"learning_rate": 9.805263157894737e-05,
"loss": 0.5143,
"step": 1040
},
{
"epoch": 7.24,
"learning_rate": 9.752631578947369e-05,
"loss": 0.5725,
"step": 1050
},
{
"epoch": 7.31,
"learning_rate": 9.7e-05,
"loss": 0.7447,
"step": 1060
},
{
"epoch": 7.38,
"learning_rate": 9.647368421052631e-05,
"loss": 0.4958,
"step": 1070
},
{
"epoch": 7.45,
"learning_rate": 9.594736842105264e-05,
"loss": 0.5129,
"step": 1080
},
{
"epoch": 7.52,
"learning_rate": 9.542105263157895e-05,
"loss": 0.6971,
"step": 1090
},
{
"epoch": 7.59,
"learning_rate": 9.489473684210527e-05,
"loss": 0.6812,
"step": 1100
},
{
"epoch": 7.59,
"eval_loss": 0.9094838500022888,
"eval_runtime": 49.4365,
"eval_samples_per_second": 33.983,
"eval_steps_per_second": 33.983,
"eval_wer": 0.6715595065812142,
"step": 1100
},
{
"epoch": 7.66,
"learning_rate": 9.436842105263158e-05,
"loss": 0.4968,
"step": 1110
},
{
"epoch": 7.72,
"learning_rate": 9.384210526315789e-05,
"loss": 0.5241,
"step": 1120
},
{
"epoch": 7.79,
"learning_rate": 9.331578947368422e-05,
"loss": 0.7348,
"step": 1130
},
{
"epoch": 7.86,
"learning_rate": 9.278947368421053e-05,
"loss": 0.5148,
"step": 1140
},
{
"epoch": 7.93,
"learning_rate": 9.226315789473686e-05,
"loss": 0.518,
"step": 1150
},
{
"epoch": 8.0,
"learning_rate": 9.173684210526317e-05,
"loss": 0.6009,
"step": 1160
},
{
"epoch": 8.07,
"learning_rate": 9.121052631578948e-05,
"loss": 0.6677,
"step": 1170
},
{
"epoch": 8.14,
"learning_rate": 9.06842105263158e-05,
"loss": 0.4171,
"step": 1180
},
{
"epoch": 8.21,
"learning_rate": 9.015789473684211e-05,
"loss": 0.4129,
"step": 1190
},
{
"epoch": 8.28,
"learning_rate": 8.963157894736842e-05,
"loss": 0.6088,
"step": 1200
},
{
"epoch": 8.28,
"eval_loss": 0.9421910047531128,
"eval_runtime": 50.1077,
"eval_samples_per_second": 33.528,
"eval_steps_per_second": 33.528,
"eval_wer": 0.6677003652401626,
"step": 1200
},
{
"epoch": 8.34,
"learning_rate": 8.910526315789474e-05,
"loss": 0.4936,
"step": 1210
},
{
"epoch": 8.41,
"learning_rate": 8.857894736842106e-05,
"loss": 0.4166,
"step": 1220
},
{
"epoch": 8.48,
"learning_rate": 8.805263157894737e-05,
"loss": 0.4619,
"step": 1230
},
{
"epoch": 8.55,
"learning_rate": 8.752631578947369e-05,
"loss": 0.6438,
"step": 1240
},
{
"epoch": 8.62,
"learning_rate": 8.7e-05,
"loss": 0.4375,
"step": 1250
},
{
"epoch": 8.69,
"learning_rate": 8.647368421052631e-05,
"loss": 0.3933,
"step": 1260
},
{
"epoch": 8.76,
"learning_rate": 8.594736842105263e-05,
"loss": 0.5451,
"step": 1270
},
{
"epoch": 8.83,
"learning_rate": 8.542105263157894e-05,
"loss": 0.5696,
"step": 1280
},
{
"epoch": 8.9,
"learning_rate": 8.489473684210527e-05,
"loss": 0.3988,
"step": 1290
},
{
"epoch": 8.97,
"learning_rate": 8.436842105263158e-05,
"loss": 0.4162,
"step": 1300
},
{
"epoch": 8.97,
"eval_loss": 0.9547951817512512,
"eval_runtime": 49.7551,
"eval_samples_per_second": 33.765,
"eval_steps_per_second": 33.765,
"eval_wer": 0.6657018813314037,
"step": 1300
},
{
"epoch": 9.03,
"learning_rate": 8.38421052631579e-05,
"loss": 0.581,
"step": 1310
},
{
"epoch": 9.1,
"learning_rate": 8.331578947368422e-05,
"loss": 0.3721,
"step": 1320
},
{
"epoch": 9.17,
"learning_rate": 8.278947368421053e-05,
"loss": 0.3251,
"step": 1330
},
{
"epoch": 9.24,
"learning_rate": 8.226315789473684e-05,
"loss": 0.3486,
"step": 1340
},
{
"epoch": 9.31,
"learning_rate": 8.173684210526317e-05,
"loss": 0.5894,
"step": 1350
},
{
"epoch": 9.38,
"learning_rate": 8.121052631578948e-05,
"loss": 0.3616,
"step": 1360
},
{
"epoch": 9.45,
"learning_rate": 8.06842105263158e-05,
"loss": 0.3189,
"step": 1370
},
{
"epoch": 9.52,
"learning_rate": 8.015789473684211e-05,
"loss": 0.4903,
"step": 1380
},
{
"epoch": 9.59,
"learning_rate": 7.963157894736842e-05,
"loss": 0.4564,
"step": 1390
},
{
"epoch": 9.66,
"learning_rate": 7.910526315789474e-05,
"loss": 0.3411,
"step": 1400
},
{
"epoch": 9.66,
"eval_loss": 0.9900805950164795,
"eval_runtime": 49.6853,
"eval_samples_per_second": 33.813,
"eval_steps_per_second": 33.813,
"eval_wer": 0.6688718902901247,
"step": 1400
},
{
"epoch": 9.72,
"learning_rate": 7.857894736842105e-05,
"loss": 0.3415,
"step": 1410
},
{
"epoch": 9.79,
"learning_rate": 7.805263157894738e-05,
"loss": 0.5735,
"step": 1420
},
{
"epoch": 9.86,
"learning_rate": 7.752631578947369e-05,
"loss": 0.3583,
"step": 1430
},
{
"epoch": 9.93,
"learning_rate": 7.7e-05,
"loss": 0.2923,
"step": 1440
},
{
"epoch": 10.0,
"learning_rate": 7.647368421052631e-05,
"loss": 0.3396,
"step": 1450
},
{
"epoch": 10.07,
"learning_rate": 7.594736842105263e-05,
"loss": 0.493,
"step": 1460
},
{
"epoch": 10.14,
"learning_rate": 7.542105263157895e-05,
"loss": 0.2637,
"step": 1470
},
{
"epoch": 10.21,
"learning_rate": 7.489473684210527e-05,
"loss": 0.2342,
"step": 1480
},
{
"epoch": 10.28,
"learning_rate": 7.43684210526316e-05,
"loss": 0.4601,
"step": 1490
},
{
"epoch": 10.34,
"learning_rate": 7.38421052631579e-05,
"loss": 0.3323,
"step": 1500
},
{
"epoch": 10.34,
"eval_loss": 0.9995749592781067,
"eval_runtime": 49.7001,
"eval_samples_per_second": 33.803,
"eval_steps_per_second": 33.803,
"eval_wer": 0.6637723106608779,
"step": 1500
},
{
"epoch": 10.41,
"learning_rate": 7.331578947368422e-05,
"loss": 0.2467,
"step": 1510
},
{
"epoch": 10.48,
"learning_rate": 7.278947368421053e-05,
"loss": 0.2583,
"step": 1520
},
{
"epoch": 10.55,
"learning_rate": 7.226315789473685e-05,
"loss": 0.5144,
"step": 1530
},
{
"epoch": 10.62,
"learning_rate": 7.173684210526316e-05,
"loss": 0.2957,
"step": 1540
},
{
"epoch": 10.69,
"learning_rate": 7.121052631578947e-05,
"loss": 0.2613,
"step": 1550
},
{
"epoch": 10.76,
"learning_rate": 7.06842105263158e-05,
"loss": 0.3751,
"step": 1560
},
{
"epoch": 10.83,
"learning_rate": 7.015789473684211e-05,
"loss": 0.4468,
"step": 1570
},
{
"epoch": 10.9,
"learning_rate": 6.963157894736842e-05,
"loss": 0.2497,
"step": 1580
},
{
"epoch": 10.97,
"learning_rate": 6.910526315789474e-05,
"loss": 0.2478,
"step": 1590
},
{
"epoch": 11.03,
"learning_rate": 6.857894736842105e-05,
"loss": 0.431,
"step": 1600
},
{
"epoch": 11.03,
"eval_loss": 1.0520888566970825,
"eval_runtime": 49.5966,
"eval_samples_per_second": 33.873,
"eval_steps_per_second": 33.873,
"eval_wer": 0.6708014609606505,
"step": 1600
},
{
"epoch": 11.1,
"learning_rate": 6.805263157894736e-05,
"loss": 0.2673,
"step": 1610
},
{
"epoch": 11.17,
"learning_rate": 6.752631578947368e-05,
"loss": 0.1873,
"step": 1620
},
{
"epoch": 11.24,
"learning_rate": 6.7e-05,
"loss": 0.1937,
"step": 1630
},
{
"epoch": 11.31,
"learning_rate": 6.647368421052632e-05,
"loss": 0.48,
"step": 1640
},
{
"epoch": 11.38,
"learning_rate": 6.594736842105264e-05,
"loss": 0.2313,
"step": 1650
},
{
"epoch": 11.45,
"learning_rate": 6.542105263157895e-05,
"loss": 0.1876,
"step": 1660
},
{
"epoch": 11.52,
"learning_rate": 6.489473684210527e-05,
"loss": 0.3463,
"step": 1670
},
{
"epoch": 11.59,
"learning_rate": 6.436842105263158e-05,
"loss": 0.3318,
"step": 1680
},
{
"epoch": 11.66,
"learning_rate": 6.384210526315791e-05,
"loss": 0.1915,
"step": 1690
},
{
"epoch": 11.72,
"learning_rate": 6.331578947368422e-05,
"loss": 0.2029,
"step": 1700
},
{
"epoch": 11.72,
"eval_loss": 1.0945649147033691,
"eval_runtime": 49.6143,
"eval_samples_per_second": 33.861,
"eval_steps_per_second": 33.861,
"eval_wer": 0.6792777892633175,
"step": 1700
},
{
"epoch": 11.79,
"learning_rate": 6.278947368421053e-05,
"loss": 0.4609,
"step": 1710
},
{
"epoch": 11.86,
"learning_rate": 6.226315789473685e-05,
"loss": 0.2301,
"step": 1720
},
{
"epoch": 11.93,
"learning_rate": 6.173684210526316e-05,
"loss": 0.2117,
"step": 1730
},
{
"epoch": 12.0,
"learning_rate": 6.121052631578947e-05,
"loss": 0.2205,
"step": 1740
},
{
"epoch": 12.07,
"learning_rate": 6.0684210526315785e-05,
"loss": 0.396,
"step": 1750
},
{
"epoch": 12.14,
"learning_rate": 6.015789473684211e-05,
"loss": 0.1706,
"step": 1760
},
{
"epoch": 12.21,
"learning_rate": 5.9631578947368425e-05,
"loss": 0.1486,
"step": 1770
},
{
"epoch": 12.28,
"learning_rate": 5.9105263157894744e-05,
"loss": 0.3378,
"step": 1780
},
{
"epoch": 12.34,
"learning_rate": 5.857894736842106e-05,
"loss": 0.2552,
"step": 1790
},
{
"epoch": 12.41,
"learning_rate": 5.805263157894737e-05,
"loss": 0.1424,
"step": 1800
},
{
"epoch": 12.41,
"eval_loss": 1.1287890672683716,
"eval_runtime": 49.6023,
"eval_samples_per_second": 33.869,
"eval_steps_per_second": 33.869,
"eval_wer": 0.6712149403900489,
"step": 1800
},
{
"epoch": 12.48,
"learning_rate": 5.752631578947368e-05,
"loss": 0.1614,
"step": 1810
},
{
"epoch": 12.55,
"learning_rate": 5.6999999999999996e-05,
"loss": 0.3994,
"step": 1820
},
{
"epoch": 12.62,
"learning_rate": 5.647368421052632e-05,
"loss": 0.1802,
"step": 1830
},
{
"epoch": 12.69,
"learning_rate": 5.5947368421052636e-05,
"loss": 0.1493,
"step": 1840
},
{
"epoch": 12.76,
"learning_rate": 5.542105263157895e-05,
"loss": 0.2477,
"step": 1850
},
{
"epoch": 12.83,
"learning_rate": 5.489473684210527e-05,
"loss": 0.3343,
"step": 1860
},
{
"epoch": 12.9,
"learning_rate": 5.436842105263158e-05,
"loss": 0.1604,
"step": 1870
},
{
"epoch": 12.97,
"learning_rate": 5.3842105263157895e-05,
"loss": 0.1511,
"step": 1880
},
{
"epoch": 13.03,
"learning_rate": 5.331578947368421e-05,
"loss": 0.3277,
"step": 1890
},
{
"epoch": 13.1,
"learning_rate": 5.2789473684210534e-05,
"loss": 0.1922,
"step": 1900
},
{
"epoch": 13.1,
"eval_loss": 1.1456407308578491,
"eval_runtime": 49.7045,
"eval_samples_per_second": 33.8,
"eval_steps_per_second": 33.8,
"eval_wer": 0.6739714699193715,
"step": 1900
},
{
"epoch": 13.17,
"learning_rate": 5.226315789473685e-05,
"loss": 0.1204,
"step": 1910
},
{
"epoch": 13.24,
"learning_rate": 5.173684210526316e-05,
"loss": 0.1144,
"step": 1920
},
{
"epoch": 13.31,
"learning_rate": 5.121052631578947e-05,
"loss": 0.373,
"step": 1930
},
{
"epoch": 13.38,
"learning_rate": 5.068421052631579e-05,
"loss": 0.1471,
"step": 1940
},
{
"epoch": 13.45,
"learning_rate": 5.0157894736842106e-05,
"loss": 0.1108,
"step": 1950
},
{
"epoch": 13.52,
"learning_rate": 4.9631578947368426e-05,
"loss": 0.2611,
"step": 1960
},
{
"epoch": 13.59,
"learning_rate": 4.910526315789474e-05,
"loss": 0.2552,
"step": 1970
},
{
"epoch": 13.66,
"learning_rate": 4.857894736842106e-05,
"loss": 0.1166,
"step": 1980
},
{
"epoch": 13.72,
"learning_rate": 4.805263157894737e-05,
"loss": 0.124,
"step": 1990
},
{
"epoch": 13.79,
"learning_rate": 4.7526315789473684e-05,
"loss": 0.326,
"step": 2000
},
{
"epoch": 13.79,
"eval_loss": 1.2077220678329468,
"eval_runtime": 49.5752,
"eval_samples_per_second": 33.888,
"eval_steps_per_second": 33.888,
"eval_wer": 0.6914754324305699,
"step": 2000
},
{
"epoch": 13.86,
"learning_rate": 4.7e-05,
"loss": 0.1467,
"step": 2010
},
{
"epoch": 13.93,
"learning_rate": 4.647368421052632e-05,
"loss": 0.1127,
"step": 2020
},
{
"epoch": 14.0,
"learning_rate": 4.594736842105264e-05,
"loss": 0.1298,
"step": 2030
},
{
"epoch": 14.07,
"learning_rate": 4.542105263157895e-05,
"loss": 0.3033,
"step": 2040
},
{
"epoch": 14.14,
"learning_rate": 4.489473684210527e-05,
"loss": 0.0986,
"step": 2050
},
{
"epoch": 14.21,
"learning_rate": 4.436842105263158e-05,
"loss": 0.0835,
"step": 2060
},
{
"epoch": 14.28,
"learning_rate": 4.3842105263157895e-05,
"loss": 0.2537,
"step": 2070
},
{
"epoch": 14.34,
"learning_rate": 4.3315789473684215e-05,
"loss": 0.1715,
"step": 2080
},
{
"epoch": 14.41,
"learning_rate": 4.278947368421053e-05,
"loss": 0.1022,
"step": 2090
},
{
"epoch": 14.48,
"learning_rate": 4.226315789473684e-05,
"loss": 0.0892,
"step": 2100
},
{
"epoch": 14.48,
"eval_loss": 1.2525088787078857,
"eval_runtime": 49.6787,
"eval_samples_per_second": 33.817,
"eval_steps_per_second": 33.817,
"eval_wer": 0.6795534422162497,
"step": 2100
},
{
"epoch": 14.55,
"learning_rate": 4.1736842105263154e-05,
"loss": 0.2858,
"step": 2110
},
{
"epoch": 14.62,
"learning_rate": 4.1210526315789474e-05,
"loss": 0.1159,
"step": 2120
},
{
"epoch": 14.69,
"learning_rate": 4.0684210526315794e-05,
"loss": 0.0943,
"step": 2130
},
{
"epoch": 14.76,
"learning_rate": 4.015789473684211e-05,
"loss": 0.1748,
"step": 2140
},
{
"epoch": 14.83,
"learning_rate": 3.9631578947368426e-05,
"loss": 0.2513,
"step": 2150
},
{
"epoch": 14.9,
"learning_rate": 3.910526315789474e-05,
"loss": 0.0915,
"step": 2160
},
{
"epoch": 14.97,
"learning_rate": 3.857894736842105e-05,
"loss": 0.0812,
"step": 2170
},
{
"epoch": 15.03,
"learning_rate": 3.8052631578947365e-05,
"loss": 0.2623,
"step": 2180
},
{
"epoch": 15.1,
"learning_rate": 3.7526315789473685e-05,
"loss": 0.1312,
"step": 2190
},
{
"epoch": 15.17,
"learning_rate": 3.7e-05,
"loss": 0.0769,
"step": 2200
},
{
"epoch": 15.17,
"eval_loss": 1.2313077449798584,
"eval_runtime": 49.7254,
"eval_samples_per_second": 33.786,
"eval_steps_per_second": 33.786,
"eval_wer": 0.6736269037282062,
"step": 2200
},
{
"epoch": 15.24,
"learning_rate": 3.647368421052632e-05,
"loss": 0.0657,
"step": 2210
},
{
"epoch": 15.31,
"learning_rate": 3.594736842105264e-05,
"loss": 0.2479,
"step": 2220
},
{
"epoch": 15.38,
"learning_rate": 3.542105263157895e-05,
"loss": 0.1003,
"step": 2230
},
{
"epoch": 15.45,
"learning_rate": 3.4894736842105264e-05,
"loss": 0.0655,
"step": 2240
},
{
"epoch": 15.52,
"learning_rate": 3.436842105263158e-05,
"loss": 0.1793,
"step": 2250
},
{
"epoch": 15.59,
"learning_rate": 3.3842105263157896e-05,
"loss": 0.162,
"step": 2260
},
{
"epoch": 15.66,
"learning_rate": 3.331578947368421e-05,
"loss": 0.0824,
"step": 2270
},
{
"epoch": 15.72,
"learning_rate": 3.278947368421052e-05,
"loss": 0.0805,
"step": 2280
},
{
"epoch": 15.79,
"learning_rate": 3.226315789473684e-05,
"loss": 0.2688,
"step": 2290
},
{
"epoch": 15.86,
"learning_rate": 3.173684210526316e-05,
"loss": 0.0927,
"step": 2300
},
{
"epoch": 15.86,
"eval_loss": 1.300140619277954,
"eval_runtime": 49.6316,
"eval_samples_per_second": 33.849,
"eval_steps_per_second": 33.849,
"eval_wer": 0.6863758528013232,
"step": 2300
},
{
"epoch": 15.93,
"learning_rate": 3.1210526315789475e-05,
"loss": 0.0762,
"step": 2310
},
{
"epoch": 16.0,
"learning_rate": 3.0684210526315795e-05,
"loss": 0.0758,
"step": 2320
},
{
"epoch": 16.07,
"learning_rate": 3.0157894736842108e-05,
"loss": 0.2356,
"step": 2330
},
{
"epoch": 16.14,
"learning_rate": 2.963157894736842e-05,
"loss": 0.0667,
"step": 2340
},
{
"epoch": 16.21,
"learning_rate": 2.910526315789474e-05,
"loss": 0.0607,
"step": 2350
},
{
"epoch": 16.28,
"learning_rate": 2.8578947368421057e-05,
"loss": 0.1887,
"step": 2360
},
{
"epoch": 16.34,
"learning_rate": 2.805263157894737e-05,
"loss": 0.1209,
"step": 2370
},
{
"epoch": 16.41,
"learning_rate": 2.7526315789473683e-05,
"loss": 0.0688,
"step": 2380
},
{
"epoch": 16.48,
"learning_rate": 2.7000000000000002e-05,
"loss": 0.0572,
"step": 2390
},
{
"epoch": 16.55,
"learning_rate": 2.647368421052632e-05,
"loss": 0.232,
"step": 2400
},
{
"epoch": 16.55,
"eval_loss": 1.349038004875183,
"eval_runtime": 49.7195,
"eval_samples_per_second": 33.79,
"eval_steps_per_second": 33.79,
"eval_wer": 0.6962993591068845,
"step": 2400
},
{
"epoch": 16.62,
"learning_rate": 2.5947368421052632e-05,
"loss": 0.0775,
"step": 2410
},
{
"epoch": 16.69,
"learning_rate": 2.542105263157895e-05,
"loss": 0.0604,
"step": 2420
},
{
"epoch": 16.76,
"learning_rate": 2.4894736842105264e-05,
"loss": 0.1308,
"step": 2430
},
{
"epoch": 16.83,
"learning_rate": 2.436842105263158e-05,
"loss": 0.1677,
"step": 2440
},
{
"epoch": 16.9,
"learning_rate": 2.3842105263157897e-05,
"loss": 0.0647,
"step": 2450
},
{
"epoch": 16.97,
"learning_rate": 2.331578947368421e-05,
"loss": 0.0554,
"step": 2460
},
{
"epoch": 17.03,
"learning_rate": 2.2789473684210527e-05,
"loss": 0.1842,
"step": 2470
},
{
"epoch": 17.1,
"learning_rate": 2.2263157894736843e-05,
"loss": 0.0917,
"step": 2480
},
{
"epoch": 17.17,
"learning_rate": 2.173684210526316e-05,
"loss": 0.0469,
"step": 2490
},
{
"epoch": 17.24,
"learning_rate": 2.1210526315789476e-05,
"loss": 0.0485,
"step": 2500
},
{
"epoch": 17.24,
"eval_loss": 1.3268318176269531,
"eval_runtime": 49.6454,
"eval_samples_per_second": 33.84,
"eval_steps_per_second": 33.84,
"eval_wer": 0.6763145200192957,
"step": 2500
},
{
"epoch": 17.31,
"learning_rate": 2.068421052631579e-05,
"loss": 0.2096,
"step": 2510
},
{
"epoch": 17.38,
"learning_rate": 2.0157894736842105e-05,
"loss": 0.0561,
"step": 2520
},
{
"epoch": 17.45,
"learning_rate": 1.963157894736842e-05,
"loss": 0.0476,
"step": 2530
},
{
"epoch": 17.52,
"learning_rate": 1.9105263157894738e-05,
"loss": 0.1363,
"step": 2540
},
{
"epoch": 17.59,
"learning_rate": 1.8578947368421054e-05,
"loss": 0.1129,
"step": 2550
},
{
"epoch": 17.66,
"learning_rate": 1.8052631578947367e-05,
"loss": 0.0508,
"step": 2560
},
{
"epoch": 17.72,
"learning_rate": 1.7526315789473683e-05,
"loss": 0.0426,
"step": 2570
},
{
"epoch": 17.79,
"learning_rate": 1.7000000000000003e-05,
"loss": 0.1895,
"step": 2580
},
{
"epoch": 17.86,
"learning_rate": 1.6473684210526316e-05,
"loss": 0.0756,
"step": 2590
},
{
"epoch": 17.93,
"learning_rate": 1.5947368421052633e-05,
"loss": 0.0487,
"step": 2600
},
{
"epoch": 17.93,
"eval_loss": 1.3375909328460693,
"eval_runtime": 49.815,
"eval_samples_per_second": 33.725,
"eval_steps_per_second": 33.725,
"eval_wer": 0.6779684377368893,
"step": 2600
},
{
"epoch": 18.0,
"learning_rate": 1.5421052631578946e-05,
"loss": 0.0497,
"step": 2610
},
{
"epoch": 18.07,
"learning_rate": 1.4894736842105264e-05,
"loss": 0.1801,
"step": 2620
},
{
"epoch": 18.14,
"learning_rate": 1.4368421052631582e-05,
"loss": 0.047,
"step": 2630
},
{
"epoch": 18.21,
"learning_rate": 1.3842105263157895e-05,
"loss": 0.044,
"step": 2640
},
{
"epoch": 18.28,
"learning_rate": 1.3315789473684213e-05,
"loss": 0.1409,
"step": 2650
},
{
"epoch": 18.34,
"learning_rate": 1.2789473684210526e-05,
"loss": 0.0887,
"step": 2660
},
{
"epoch": 18.41,
"learning_rate": 1.2263157894736844e-05,
"loss": 0.0456,
"step": 2670
},
{
"epoch": 18.48,
"learning_rate": 1.1736842105263158e-05,
"loss": 0.0403,
"step": 2680
},
{
"epoch": 18.55,
"learning_rate": 1.1210526315789475e-05,
"loss": 0.161,
"step": 2690
},
{
"epoch": 18.62,
"learning_rate": 1.068421052631579e-05,
"loss": 0.0607,
"step": 2700
},
{
"epoch": 18.62,
"eval_loss": 1.3700547218322754,
"eval_runtime": 49.648,
"eval_samples_per_second": 33.838,
"eval_steps_per_second": 33.838,
"eval_wer": 0.6894769485218111,
"step": 2700
},
{
"epoch": 18.69,
"learning_rate": 1.0157894736842106e-05,
"loss": 0.0388,
"step": 2710
},
{
"epoch": 18.76,
"learning_rate": 9.631578947368422e-06,
"loss": 0.1065,
"step": 2720
},
{
"epoch": 18.83,
"learning_rate": 9.105263157894737e-06,
"loss": 0.1294,
"step": 2730
},
{
"epoch": 18.9,
"learning_rate": 8.578947368421053e-06,
"loss": 0.0507,
"step": 2740
},
{
"epoch": 18.97,
"learning_rate": 8.052631578947368e-06,
"loss": 0.0382,
"step": 2750
},
{
"epoch": 19.03,
"learning_rate": 7.526315789473684e-06,
"loss": 0.1584,
"step": 2760
},
{
"epoch": 19.1,
"learning_rate": 7.000000000000001e-06,
"loss": 0.0715,
"step": 2770
},
{
"epoch": 19.17,
"learning_rate": 6.473684210526316e-06,
"loss": 0.0443,
"step": 2780
},
{
"epoch": 19.24,
"learning_rate": 5.947368421052632e-06,
"loss": 0.041,
"step": 2790
},
{
"epoch": 19.31,
"learning_rate": 5.421052631578947e-06,
"loss": 0.1618,
"step": 2800
},
{
"epoch": 19.31,
"eval_loss": 1.3657355308532715,
"eval_runtime": 49.611,
"eval_samples_per_second": 33.863,
"eval_steps_per_second": 33.863,
"eval_wer": 0.6795534422162497,
"step": 2800
},
{
"epoch": 19.38,
"learning_rate": 4.894736842105263e-06,
"loss": 0.0475,
"step": 2810
},
{
"epoch": 19.45,
"learning_rate": 4.368421052631579e-06,
"loss": 0.0417,
"step": 2820
},
{
"epoch": 19.52,
"learning_rate": 3.842105263157895e-06,
"loss": 0.0996,
"step": 2830
},
{
"epoch": 19.59,
"learning_rate": 3.315789473684211e-06,
"loss": 0.0923,
"step": 2840
},
{
"epoch": 19.66,
"learning_rate": 2.7894736842105266e-06,
"loss": 0.0363,
"step": 2850
},
{
"epoch": 19.72,
"learning_rate": 2.2631578947368426e-06,
"loss": 0.0363,
"step": 2860
},
{
"epoch": 19.79,
"learning_rate": 1.7368421052631579e-06,
"loss": 0.1545,
"step": 2870
},
{
"epoch": 19.86,
"learning_rate": 1.2105263157894738e-06,
"loss": 0.0575,
"step": 2880
},
{
"epoch": 19.93,
"learning_rate": 6.842105263157896e-07,
"loss": 0.0372,
"step": 2890
},
{
"epoch": 20.0,
"learning_rate": 1.5789473684210527e-07,
"loss": 0.0415,
"step": 2900
},
{
"epoch": 20.0,
"eval_loss": 1.3688374757766724,
"eval_runtime": 49.8972,
"eval_samples_per_second": 33.669,
"eval_steps_per_second": 33.669,
"eval_wer": 0.6817586658397078,
"step": 2900
},
{
"epoch": 20.0,
"step": 2900,
"total_flos": 6.619750382049396e+17,
"train_loss": 0.938711966728342,
"train_runtime": 4007.4157,
"train_samples_per_second": 23.057,
"train_steps_per_second": 0.724
}
],
"max_steps": 2900,
"num_train_epochs": 20,
"total_flos": 6.619750382049396e+17,
"trial_name": null,
"trial_params": null
}