unispeech-sat-base-plus-timit-ft / trainer_state.json
patrickvonplaten's picture
End of training
5cb092a
raw
history blame
41.7 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": 9.6309,
"step": 10
},
{
"epoch": 0.14,
"learning_rate": 1.8e-06,
"loss": 8.4667,
"step": 20
},
{
"epoch": 0.21,
"learning_rate": 2.8000000000000003e-06,
"loss": 7.9705,
"step": 30
},
{
"epoch": 0.28,
"learning_rate": 3.7e-06,
"loss": 8.6971,
"step": 40
},
{
"epoch": 0.34,
"learning_rate": 4.7e-06,
"loss": 8.1432,
"step": 50
},
{
"epoch": 0.41,
"learning_rate": 5.7000000000000005e-06,
"loss": 7.5103,
"step": 60
},
{
"epoch": 0.48,
"learning_rate": 6.700000000000001e-06,
"loss": 6.3957,
"step": 70
},
{
"epoch": 0.55,
"learning_rate": 7.6e-06,
"loss": 5.9202,
"step": 80
},
{
"epoch": 0.62,
"learning_rate": 8.599999999999999e-06,
"loss": 4.0808,
"step": 90
},
{
"epoch": 0.69,
"learning_rate": 9.600000000000001e-06,
"loss": 3.3838,
"step": 100
},
{
"epoch": 0.69,
"eval_loss": 3.2528371810913086,
"eval_runtime": 56.3198,
"eval_samples_per_second": 29.83,
"eval_steps_per_second": 29.83,
"eval_wer": 1.0,
"step": 100
},
{
"epoch": 0.76,
"learning_rate": 1.06e-05,
"loss": 3.225,
"step": 110
},
{
"epoch": 0.83,
"learning_rate": 1.16e-05,
"loss": 3.1006,
"step": 120
},
{
"epoch": 0.9,
"learning_rate": 1.2600000000000001e-05,
"loss": 3.0419,
"step": 130
},
{
"epoch": 0.97,
"learning_rate": 1.3600000000000002e-05,
"loss": 3.0098,
"step": 140
},
{
"epoch": 1.03,
"learning_rate": 1.4599999999999999e-05,
"loss": 3.0554,
"step": 150
},
{
"epoch": 1.1,
"learning_rate": 1.56e-05,
"loss": 3.0022,
"step": 160
},
{
"epoch": 1.17,
"learning_rate": 1.66e-05,
"loss": 2.9796,
"step": 170
},
{
"epoch": 1.24,
"learning_rate": 1.76e-05,
"loss": 2.9955,
"step": 180
},
{
"epoch": 1.31,
"learning_rate": 1.86e-05,
"loss": 2.9974,
"step": 190
},
{
"epoch": 1.38,
"learning_rate": 1.9600000000000002e-05,
"loss": 2.9608,
"step": 200
},
{
"epoch": 1.38,
"eval_loss": 2.9681849479675293,
"eval_runtime": 56.3669,
"eval_samples_per_second": 29.805,
"eval_steps_per_second": 29.805,
"eval_wer": 1.0,
"step": 200
},
{
"epoch": 1.45,
"learning_rate": 2.06e-05,
"loss": 2.9543,
"step": 210
},
{
"epoch": 1.52,
"learning_rate": 2.16e-05,
"loss": 2.9804,
"step": 220
},
{
"epoch": 1.59,
"learning_rate": 2.26e-05,
"loss": 2.9606,
"step": 230
},
{
"epoch": 1.66,
"learning_rate": 2.36e-05,
"loss": 2.9395,
"step": 240
},
{
"epoch": 1.72,
"learning_rate": 2.46e-05,
"loss": 2.9356,
"step": 250
},
{
"epoch": 1.79,
"learning_rate": 2.5600000000000002e-05,
"loss": 2.9696,
"step": 260
},
{
"epoch": 1.86,
"learning_rate": 2.6600000000000003e-05,
"loss": 2.9255,
"step": 270
},
{
"epoch": 1.93,
"learning_rate": 2.7600000000000003e-05,
"loss": 2.9392,
"step": 280
},
{
"epoch": 2.0,
"learning_rate": 2.86e-05,
"loss": 2.9647,
"step": 290
},
{
"epoch": 2.07,
"learning_rate": 2.96e-05,
"loss": 2.9574,
"step": 300
},
{
"epoch": 2.07,
"eval_loss": 2.9345755577087402,
"eval_runtime": 56.4891,
"eval_samples_per_second": 29.74,
"eval_steps_per_second": 29.74,
"eval_wer": 1.0,
"step": 300
},
{
"epoch": 2.14,
"learning_rate": 3.06e-05,
"loss": 2.9146,
"step": 310
},
{
"epoch": 2.21,
"learning_rate": 3.16e-05,
"loss": 2.9128,
"step": 320
},
{
"epoch": 2.28,
"learning_rate": 3.26e-05,
"loss": 2.94,
"step": 330
},
{
"epoch": 2.34,
"learning_rate": 3.3600000000000004e-05,
"loss": 2.9084,
"step": 340
},
{
"epoch": 2.41,
"learning_rate": 3.46e-05,
"loss": 2.9017,
"step": 350
},
{
"epoch": 2.48,
"learning_rate": 3.56e-05,
"loss": 2.9015,
"step": 360
},
{
"epoch": 2.55,
"learning_rate": 3.66e-05,
"loss": 2.9236,
"step": 370
},
{
"epoch": 2.62,
"learning_rate": 3.76e-05,
"loss": 2.8774,
"step": 380
},
{
"epoch": 2.69,
"learning_rate": 3.86e-05,
"loss": 2.8468,
"step": 390
},
{
"epoch": 2.76,
"learning_rate": 3.960000000000001e-05,
"loss": 2.8555,
"step": 400
},
{
"epoch": 2.76,
"eval_loss": 2.761167049407959,
"eval_runtime": 56.4787,
"eval_samples_per_second": 29.746,
"eval_steps_per_second": 29.746,
"eval_wer": 1.0,
"step": 400
},
{
"epoch": 2.83,
"learning_rate": 4.0600000000000004e-05,
"loss": 2.7772,
"step": 410
},
{
"epoch": 2.9,
"learning_rate": 4.16e-05,
"loss": 2.6713,
"step": 420
},
{
"epoch": 2.97,
"learning_rate": 4.26e-05,
"loss": 2.6037,
"step": 430
},
{
"epoch": 3.03,
"learning_rate": 4.36e-05,
"loss": 2.5791,
"step": 440
},
{
"epoch": 3.1,
"learning_rate": 4.46e-05,
"loss": 2.388,
"step": 450
},
{
"epoch": 3.17,
"learning_rate": 4.5600000000000004e-05,
"loss": 2.2561,
"step": 460
},
{
"epoch": 3.24,
"learning_rate": 4.660000000000001e-05,
"loss": 2.1583,
"step": 470
},
{
"epoch": 3.31,
"learning_rate": 4.76e-05,
"loss": 2.0585,
"step": 480
},
{
"epoch": 3.38,
"learning_rate": 4.86e-05,
"loss": 1.8282,
"step": 490
},
{
"epoch": 3.45,
"learning_rate": 4.96e-05,
"loss": 1.7418,
"step": 500
},
{
"epoch": 3.45,
"eval_loss": 1.573166012763977,
"eval_runtime": 56.5585,
"eval_samples_per_second": 29.704,
"eval_steps_per_second": 29.704,
"eval_wer": 0.9856660464475225,
"step": 500
},
{
"epoch": 3.52,
"learning_rate": 5.0600000000000003e-05,
"loss": 1.7797,
"step": 510
},
{
"epoch": 3.59,
"learning_rate": 5.16e-05,
"loss": 1.5095,
"step": 520
},
{
"epoch": 3.66,
"learning_rate": 5.2600000000000005e-05,
"loss": 1.3923,
"step": 530
},
{
"epoch": 3.72,
"learning_rate": 5.360000000000001e-05,
"loss": 1.5058,
"step": 540
},
{
"epoch": 3.79,
"learning_rate": 5.4600000000000006e-05,
"loss": 1.4846,
"step": 550
},
{
"epoch": 3.86,
"learning_rate": 5.560000000000001e-05,
"loss": 1.2265,
"step": 560
},
{
"epoch": 3.93,
"learning_rate": 5.66e-05,
"loss": 1.2093,
"step": 570
},
{
"epoch": 4.0,
"learning_rate": 5.76e-05,
"loss": 1.3418,
"step": 580
},
{
"epoch": 4.07,
"learning_rate": 5.86e-05,
"loss": 1.2013,
"step": 590
},
{
"epoch": 4.14,
"learning_rate": 5.96e-05,
"loss": 0.9606,
"step": 600
},
{
"epoch": 4.14,
"eval_loss": 1.0014290809631348,
"eval_runtime": 56.9613,
"eval_samples_per_second": 29.494,
"eval_steps_per_second": 29.494,
"eval_wer": 0.7051891668389497,
"step": 600
},
{
"epoch": 4.21,
"learning_rate": 6.06e-05,
"loss": 1.0301,
"step": 610
},
{
"epoch": 4.28,
"learning_rate": 6.16e-05,
"loss": 1.2172,
"step": 620
},
{
"epoch": 4.34,
"learning_rate": 6.26e-05,
"loss": 0.9271,
"step": 630
},
{
"epoch": 4.41,
"learning_rate": 6.36e-05,
"loss": 0.9462,
"step": 640
},
{
"epoch": 4.48,
"learning_rate": 6.460000000000001e-05,
"loss": 1.0384,
"step": 650
},
{
"epoch": 4.55,
"learning_rate": 6.560000000000001e-05,
"loss": 1.0549,
"step": 660
},
{
"epoch": 4.62,
"learning_rate": 6.66e-05,
"loss": 0.8307,
"step": 670
},
{
"epoch": 4.69,
"learning_rate": 6.76e-05,
"loss": 0.9221,
"step": 680
},
{
"epoch": 4.76,
"learning_rate": 6.860000000000001e-05,
"loss": 1.0544,
"step": 690
},
{
"epoch": 4.83,
"learning_rate": 6.96e-05,
"loss": 0.8334,
"step": 700
},
{
"epoch": 4.83,
"eval_loss": 0.769131600856781,
"eval_runtime": 56.7008,
"eval_samples_per_second": 29.629,
"eval_steps_per_second": 29.629,
"eval_wer": 0.6160843498035973,
"step": 700
},
{
"epoch": 4.9,
"learning_rate": 7.06e-05,
"loss": 0.7341,
"step": 710
},
{
"epoch": 4.97,
"learning_rate": 7.16e-05,
"loss": 0.8495,
"step": 720
},
{
"epoch": 5.03,
"learning_rate": 7.26e-05,
"loss": 0.973,
"step": 730
},
{
"epoch": 5.1,
"learning_rate": 7.36e-05,
"loss": 0.6632,
"step": 740
},
{
"epoch": 5.17,
"learning_rate": 7.46e-05,
"loss": 0.6896,
"step": 750
},
{
"epoch": 5.24,
"learning_rate": 7.560000000000001e-05,
"loss": 0.8501,
"step": 760
},
{
"epoch": 5.31,
"learning_rate": 7.66e-05,
"loss": 0.8078,
"step": 770
},
{
"epoch": 5.38,
"learning_rate": 7.76e-05,
"loss": 0.628,
"step": 780
},
{
"epoch": 5.45,
"learning_rate": 7.860000000000001e-05,
"loss": 0.6806,
"step": 790
},
{
"epoch": 5.52,
"learning_rate": 7.960000000000001e-05,
"loss": 0.852,
"step": 800
},
{
"epoch": 5.52,
"eval_loss": 0.7168668508529663,
"eval_runtime": 56.6076,
"eval_samples_per_second": 29.678,
"eval_steps_per_second": 29.678,
"eval_wer": 0.5996829991041279,
"step": 800
},
{
"epoch": 5.59,
"learning_rate": 8.060000000000001e-05,
"loss": 0.6486,
"step": 810
},
{
"epoch": 5.66,
"learning_rate": 8.16e-05,
"loss": 0.5965,
"step": 820
},
{
"epoch": 5.72,
"learning_rate": 8.26e-05,
"loss": 0.7368,
"step": 830
},
{
"epoch": 5.79,
"learning_rate": 8.36e-05,
"loss": 0.8306,
"step": 840
},
{
"epoch": 5.86,
"learning_rate": 8.46e-05,
"loss": 0.5529,
"step": 850
},
{
"epoch": 5.93,
"learning_rate": 8.560000000000001e-05,
"loss": 0.6078,
"step": 860
},
{
"epoch": 6.0,
"learning_rate": 8.66e-05,
"loss": 0.7776,
"step": 870
},
{
"epoch": 6.07,
"learning_rate": 8.76e-05,
"loss": 0.571,
"step": 880
},
{
"epoch": 6.14,
"learning_rate": 8.86e-05,
"loss": 0.4976,
"step": 890
},
{
"epoch": 6.21,
"learning_rate": 8.960000000000001e-05,
"loss": 0.5707,
"step": 900
},
{
"epoch": 6.21,
"eval_loss": 0.6820988059043884,
"eval_runtime": 56.4488,
"eval_samples_per_second": 29.761,
"eval_steps_per_second": 29.761,
"eval_wer": 0.5526841706291779,
"step": 900
},
{
"epoch": 6.28,
"learning_rate": 9.06e-05,
"loss": 0.766,
"step": 910
},
{
"epoch": 6.34,
"learning_rate": 9.16e-05,
"loss": 0.521,
"step": 920
},
{
"epoch": 6.41,
"learning_rate": 9.260000000000001e-05,
"loss": 0.5305,
"step": 930
},
{
"epoch": 6.48,
"learning_rate": 9.360000000000001e-05,
"loss": 0.6219,
"step": 940
},
{
"epoch": 6.55,
"learning_rate": 9.46e-05,
"loss": 0.6439,
"step": 950
},
{
"epoch": 6.62,
"learning_rate": 9.56e-05,
"loss": 0.4465,
"step": 960
},
{
"epoch": 6.69,
"learning_rate": 9.66e-05,
"loss": 0.5203,
"step": 970
},
{
"epoch": 6.76,
"learning_rate": 9.76e-05,
"loss": 0.7278,
"step": 980
},
{
"epoch": 6.83,
"learning_rate": 9.86e-05,
"loss": 0.546,
"step": 990
},
{
"epoch": 6.9,
"learning_rate": 9.960000000000001e-05,
"loss": 0.4235,
"step": 1000
},
{
"epoch": 6.9,
"eval_loss": 0.6078075766563416,
"eval_runtime": 56.804,
"eval_samples_per_second": 29.575,
"eval_steps_per_second": 29.575,
"eval_wer": 0.5139549307421956,
"step": 1000
},
{
"epoch": 6.97,
"learning_rate": 9.968421052631578e-05,
"loss": 0.5458,
"step": 1010
},
{
"epoch": 7.03,
"learning_rate": 9.915789473684211e-05,
"loss": 0.6398,
"step": 1020
},
{
"epoch": 7.1,
"learning_rate": 9.863157894736842e-05,
"loss": 0.3998,
"step": 1030
},
{
"epoch": 7.17,
"learning_rate": 9.810526315789475e-05,
"loss": 0.4046,
"step": 1040
},
{
"epoch": 7.24,
"learning_rate": 9.757894736842106e-05,
"loss": 0.5476,
"step": 1050
},
{
"epoch": 7.31,
"learning_rate": 9.705263157894738e-05,
"loss": 0.5076,
"step": 1060
},
{
"epoch": 7.38,
"learning_rate": 9.652631578947369e-05,
"loss": 0.3436,
"step": 1070
},
{
"epoch": 7.45,
"learning_rate": 9.6e-05,
"loss": 0.4287,
"step": 1080
},
{
"epoch": 7.52,
"learning_rate": 9.547368421052632e-05,
"loss": 0.6136,
"step": 1090
},
{
"epoch": 7.59,
"learning_rate": 9.494736842105264e-05,
"loss": 0.4357,
"step": 1100
},
{
"epoch": 7.59,
"eval_loss": 0.5927475094795227,
"eval_runtime": 56.5623,
"eval_samples_per_second": 29.702,
"eval_steps_per_second": 29.702,
"eval_wer": 0.49824271242505686,
"step": 1100
},
{
"epoch": 7.66,
"learning_rate": 9.442105263157895e-05,
"loss": 0.3723,
"step": 1110
},
{
"epoch": 7.72,
"learning_rate": 9.389473684210527e-05,
"loss": 0.4614,
"step": 1120
},
{
"epoch": 7.79,
"learning_rate": 9.336842105263158e-05,
"loss": 0.5398,
"step": 1130
},
{
"epoch": 7.86,
"learning_rate": 9.28421052631579e-05,
"loss": 0.3471,
"step": 1140
},
{
"epoch": 7.93,
"learning_rate": 9.231578947368421e-05,
"loss": 0.4024,
"step": 1150
},
{
"epoch": 8.0,
"learning_rate": 9.178947368421052e-05,
"loss": 0.5329,
"step": 1160
},
{
"epoch": 8.07,
"learning_rate": 9.126315789473685e-05,
"loss": 0.389,
"step": 1170
},
{
"epoch": 8.14,
"learning_rate": 9.073684210526316e-05,
"loss": 0.2866,
"step": 1180
},
{
"epoch": 8.21,
"learning_rate": 9.021052631578947e-05,
"loss": 0.3588,
"step": 1190
},
{
"epoch": 8.28,
"learning_rate": 8.96842105263158e-05,
"loss": 0.5004,
"step": 1200
},
{
"epoch": 8.28,
"eval_loss": 0.5813701748847961,
"eval_runtime": 56.4112,
"eval_samples_per_second": 29.781,
"eval_steps_per_second": 29.781,
"eval_wer": 0.4825994073461512,
"step": 1200
},
{
"epoch": 8.34,
"learning_rate": 8.915789473684211e-05,
"loss": 0.3059,
"step": 1210
},
{
"epoch": 8.41,
"learning_rate": 8.863157894736842e-05,
"loss": 0.3087,
"step": 1220
},
{
"epoch": 8.48,
"learning_rate": 8.810526315789475e-05,
"loss": 0.4345,
"step": 1230
},
{
"epoch": 8.55,
"learning_rate": 8.757894736842106e-05,
"loss": 0.4485,
"step": 1240
},
{
"epoch": 8.62,
"learning_rate": 8.705263157894738e-05,
"loss": 0.2801,
"step": 1250
},
{
"epoch": 8.69,
"learning_rate": 8.652631578947369e-05,
"loss": 0.3428,
"step": 1260
},
{
"epoch": 8.76,
"learning_rate": 8.6e-05,
"loss": 0.4939,
"step": 1270
},
{
"epoch": 8.83,
"learning_rate": 8.547368421052632e-05,
"loss": 0.3254,
"step": 1280
},
{
"epoch": 8.9,
"learning_rate": 8.494736842105263e-05,
"loss": 0.3021,
"step": 1290
},
{
"epoch": 8.97,
"learning_rate": 8.442105263157896e-05,
"loss": 0.3757,
"step": 1300
},
{
"epoch": 8.97,
"eval_loss": 0.5951181054115295,
"eval_runtime": 56.2548,
"eval_samples_per_second": 29.864,
"eval_steps_per_second": 29.864,
"eval_wer": 0.4643373992143891,
"step": 1300
},
{
"epoch": 9.03,
"learning_rate": 8.389473684210527e-05,
"loss": 0.4357,
"step": 1310
},
{
"epoch": 9.1,
"learning_rate": 8.336842105263158e-05,
"loss": 0.2338,
"step": 1320
},
{
"epoch": 9.17,
"learning_rate": 8.28421052631579e-05,
"loss": 0.2847,
"step": 1330
},
{
"epoch": 9.24,
"learning_rate": 8.231578947368421e-05,
"loss": 0.3848,
"step": 1340
},
{
"epoch": 9.31,
"learning_rate": 8.178947368421052e-05,
"loss": 0.3488,
"step": 1350
},
{
"epoch": 9.38,
"learning_rate": 8.126315789473685e-05,
"loss": 0.2357,
"step": 1360
},
{
"epoch": 9.45,
"learning_rate": 8.073684210526316e-05,
"loss": 0.2925,
"step": 1370
},
{
"epoch": 9.52,
"learning_rate": 8.021052631578949e-05,
"loss": 0.3927,
"step": 1380
},
{
"epoch": 9.59,
"learning_rate": 7.96842105263158e-05,
"loss": 0.2634,
"step": 1390
},
{
"epoch": 9.66,
"learning_rate": 7.915789473684211e-05,
"loss": 0.2579,
"step": 1400
},
{
"epoch": 9.66,
"eval_loss": 0.599000096321106,
"eval_runtime": 56.5431,
"eval_samples_per_second": 29.712,
"eval_steps_per_second": 29.712,
"eval_wer": 0.4580662945351802,
"step": 1400
},
{
"epoch": 9.72,
"learning_rate": 7.863157894736843e-05,
"loss": 0.3388,
"step": 1410
},
{
"epoch": 9.79,
"learning_rate": 7.810526315789474e-05,
"loss": 0.3973,
"step": 1420
},
{
"epoch": 9.86,
"learning_rate": 7.757894736842105e-05,
"loss": 0.2391,
"step": 1430
},
{
"epoch": 9.93,
"learning_rate": 7.705263157894738e-05,
"loss": 0.272,
"step": 1440
},
{
"epoch": 10.0,
"learning_rate": 7.652631578947369e-05,
"loss": 0.4072,
"step": 1450
},
{
"epoch": 10.07,
"learning_rate": 7.6e-05,
"loss": 0.2573,
"step": 1460
},
{
"epoch": 10.14,
"learning_rate": 7.547368421052632e-05,
"loss": 0.2134,
"step": 1470
},
{
"epoch": 10.21,
"learning_rate": 7.494736842105263e-05,
"loss": 0.2591,
"step": 1480
},
{
"epoch": 10.28,
"learning_rate": 7.442105263157894e-05,
"loss": 0.3908,
"step": 1490
},
{
"epoch": 10.34,
"learning_rate": 7.389473684210527e-05,
"loss": 0.2087,
"step": 1500
},
{
"epoch": 10.34,
"eval_loss": 0.5863637328147888,
"eval_runtime": 56.4185,
"eval_samples_per_second": 29.777,
"eval_steps_per_second": 29.777,
"eval_wer": 0.4487630073737165,
"step": 1500
},
{
"epoch": 10.41,
"learning_rate": 7.336842105263158e-05,
"loss": 0.229,
"step": 1510
},
{
"epoch": 10.48,
"learning_rate": 7.28421052631579e-05,
"loss": 0.3118,
"step": 1520
},
{
"epoch": 10.55,
"learning_rate": 7.231578947368421e-05,
"loss": 0.3177,
"step": 1530
},
{
"epoch": 10.62,
"learning_rate": 7.178947368421054e-05,
"loss": 0.2062,
"step": 1540
},
{
"epoch": 10.69,
"learning_rate": 7.126315789473685e-05,
"loss": 0.2668,
"step": 1550
},
{
"epoch": 10.76,
"learning_rate": 7.073684210526316e-05,
"loss": 0.3432,
"step": 1560
},
{
"epoch": 10.83,
"learning_rate": 7.021052631578949e-05,
"loss": 0.2328,
"step": 1570
},
{
"epoch": 10.9,
"learning_rate": 6.96842105263158e-05,
"loss": 0.2029,
"step": 1580
},
{
"epoch": 10.97,
"learning_rate": 6.915789473684211e-05,
"loss": 0.2662,
"step": 1590
},
{
"epoch": 11.03,
"learning_rate": 6.863157894736843e-05,
"loss": 0.3155,
"step": 1600
},
{
"epoch": 11.03,
"eval_loss": 0.5836004614830017,
"eval_runtime": 56.1874,
"eval_samples_per_second": 29.9,
"eval_steps_per_second": 29.9,
"eval_wer": 0.4464199572737923,
"step": 1600
},
{
"epoch": 11.1,
"learning_rate": 6.810526315789474e-05,
"loss": 0.1775,
"step": 1610
},
{
"epoch": 11.17,
"learning_rate": 6.757894736842105e-05,
"loss": 0.1857,
"step": 1620
},
{
"epoch": 11.24,
"learning_rate": 6.705263157894737e-05,
"loss": 0.3008,
"step": 1630
},
{
"epoch": 11.31,
"learning_rate": 6.652631578947369e-05,
"loss": 0.2501,
"step": 1640
},
{
"epoch": 11.38,
"learning_rate": 6.6e-05,
"loss": 0.1811,
"step": 1650
},
{
"epoch": 11.45,
"learning_rate": 6.547368421052632e-05,
"loss": 0.2156,
"step": 1660
},
{
"epoch": 11.52,
"learning_rate": 6.494736842105263e-05,
"loss": 0.3433,
"step": 1670
},
{
"epoch": 11.59,
"learning_rate": 6.442105263157894e-05,
"loss": 0.1917,
"step": 1680
},
{
"epoch": 11.66,
"learning_rate": 6.389473684210526e-05,
"loss": 0.1897,
"step": 1690
},
{
"epoch": 11.72,
"learning_rate": 6.336842105263158e-05,
"loss": 0.2701,
"step": 1700
},
{
"epoch": 11.72,
"eval_loss": 0.6045300960540771,
"eval_runtime": 56.6248,
"eval_samples_per_second": 29.669,
"eval_steps_per_second": 29.669,
"eval_wer": 0.43484253325063743,
"step": 1700
},
{
"epoch": 11.79,
"learning_rate": 6.28421052631579e-05,
"loss": 0.3133,
"step": 1710
},
{
"epoch": 11.86,
"learning_rate": 6.231578947368422e-05,
"loss": 0.1561,
"step": 1720
},
{
"epoch": 11.93,
"learning_rate": 6.178947368421054e-05,
"loss": 0.2225,
"step": 1730
},
{
"epoch": 12.0,
"learning_rate": 6.126315789473685e-05,
"loss": 0.3342,
"step": 1740
},
{
"epoch": 12.07,
"learning_rate": 6.073684210526316e-05,
"loss": 0.1887,
"step": 1750
},
{
"epoch": 12.14,
"learning_rate": 6.0210526315789475e-05,
"loss": 0.1706,
"step": 1760
},
{
"epoch": 12.21,
"learning_rate": 5.968421052631579e-05,
"loss": 0.2167,
"step": 1770
},
{
"epoch": 12.28,
"learning_rate": 5.9157894736842114e-05,
"loss": 0.2971,
"step": 1780
},
{
"epoch": 12.34,
"learning_rate": 5.863157894736843e-05,
"loss": 0.1613,
"step": 1790
},
{
"epoch": 12.41,
"learning_rate": 5.810526315789474e-05,
"loss": 0.172,
"step": 1800
},
{
"epoch": 12.41,
"eval_loss": 0.6493738889694214,
"eval_runtime": 56.5446,
"eval_samples_per_second": 29.711,
"eval_steps_per_second": 29.711,
"eval_wer": 0.4344290538212391,
"step": 1800
},
{
"epoch": 12.48,
"learning_rate": 5.7578947368421053e-05,
"loss": 0.2779,
"step": 1810
},
{
"epoch": 12.55,
"learning_rate": 5.7052631578947366e-05,
"loss": 0.2399,
"step": 1820
},
{
"epoch": 12.62,
"learning_rate": 5.652631578947368e-05,
"loss": 0.1499,
"step": 1830
},
{
"epoch": 12.69,
"learning_rate": 5.6000000000000006e-05,
"loss": 0.1919,
"step": 1840
},
{
"epoch": 12.76,
"learning_rate": 5.547368421052632e-05,
"loss": 0.2683,
"step": 1850
},
{
"epoch": 12.83,
"learning_rate": 5.494736842105264e-05,
"loss": 0.1663,
"step": 1860
},
{
"epoch": 12.9,
"learning_rate": 5.442105263157895e-05,
"loss": 0.1597,
"step": 1870
},
{
"epoch": 12.97,
"learning_rate": 5.3894736842105265e-05,
"loss": 0.2265,
"step": 1880
},
{
"epoch": 13.03,
"learning_rate": 5.336842105263158e-05,
"loss": 0.2389,
"step": 1890
},
{
"epoch": 13.1,
"learning_rate": 5.284210526315789e-05,
"loss": 0.1529,
"step": 1900
},
{
"epoch": 13.1,
"eval_loss": 0.591465950012207,
"eval_runtime": 56.5515,
"eval_samples_per_second": 29.707,
"eval_steps_per_second": 29.707,
"eval_wer": 0.42409206808627936,
"step": 1900
},
{
"epoch": 13.17,
"learning_rate": 5.231578947368422e-05,
"loss": 0.1739,
"step": 1910
},
{
"epoch": 13.24,
"learning_rate": 5.178947368421053e-05,
"loss": 0.2318,
"step": 1920
},
{
"epoch": 13.31,
"learning_rate": 5.126315789473684e-05,
"loss": 0.1797,
"step": 1930
},
{
"epoch": 13.38,
"learning_rate": 5.073684210526316e-05,
"loss": 0.1469,
"step": 1940
},
{
"epoch": 13.45,
"learning_rate": 5.0210526315789476e-05,
"loss": 0.1917,
"step": 1950
},
{
"epoch": 13.52,
"learning_rate": 4.9684210526315796e-05,
"loss": 0.2931,
"step": 1960
},
{
"epoch": 13.59,
"learning_rate": 4.915789473684211e-05,
"loss": 0.1528,
"step": 1970
},
{
"epoch": 13.66,
"learning_rate": 4.863157894736842e-05,
"loss": 0.1535,
"step": 1980
},
{
"epoch": 13.72,
"learning_rate": 4.8105263157894735e-05,
"loss": 0.2489,
"step": 1990
},
{
"epoch": 13.79,
"learning_rate": 4.7578947368421054e-05,
"loss": 0.2411,
"step": 2000
},
{
"epoch": 13.79,
"eval_loss": 0.615635871887207,
"eval_runtime": 56.2351,
"eval_samples_per_second": 29.875,
"eval_steps_per_second": 29.875,
"eval_wer": 0.4245744607539108,
"step": 2000
},
{
"epoch": 13.86,
"learning_rate": 4.705263157894737e-05,
"loss": 0.1373,
"step": 2010
},
{
"epoch": 13.93,
"learning_rate": 4.652631578947369e-05,
"loss": 0.164,
"step": 2020
},
{
"epoch": 14.0,
"learning_rate": 4.600000000000001e-05,
"loss": 0.2577,
"step": 2030
},
{
"epoch": 14.07,
"learning_rate": 4.547368421052632e-05,
"loss": 0.1481,
"step": 2040
},
{
"epoch": 14.14,
"learning_rate": 4.494736842105263e-05,
"loss": 0.1299,
"step": 2050
},
{
"epoch": 14.21,
"learning_rate": 4.442105263157895e-05,
"loss": 0.1767,
"step": 2060
},
{
"epoch": 14.28,
"learning_rate": 4.3894736842105266e-05,
"loss": 0.2631,
"step": 2070
},
{
"epoch": 14.34,
"learning_rate": 4.336842105263158e-05,
"loss": 0.1356,
"step": 2080
},
{
"epoch": 14.41,
"learning_rate": 4.284210526315789e-05,
"loss": 0.1595,
"step": 2090
},
{
"epoch": 14.48,
"learning_rate": 4.231578947368421e-05,
"loss": 0.2348,
"step": 2100
},
{
"epoch": 14.48,
"eval_loss": 0.6363445520401001,
"eval_runtime": 56.3827,
"eval_samples_per_second": 29.796,
"eval_steps_per_second": 29.796,
"eval_wer": 0.4206464061746261,
"step": 2100
},
{
"epoch": 14.55,
"learning_rate": 4.178947368421053e-05,
"loss": 0.2066,
"step": 2110
},
{
"epoch": 14.62,
"learning_rate": 4.1263157894736844e-05,
"loss": 0.1278,
"step": 2120
},
{
"epoch": 14.69,
"learning_rate": 4.0736842105263164e-05,
"loss": 0.1942,
"step": 2130
},
{
"epoch": 14.76,
"learning_rate": 4.021052631578948e-05,
"loss": 0.2502,
"step": 2140
},
{
"epoch": 14.83,
"learning_rate": 3.968421052631579e-05,
"loss": 0.1388,
"step": 2150
},
{
"epoch": 14.9,
"learning_rate": 3.91578947368421e-05,
"loss": 0.1254,
"step": 2160
},
{
"epoch": 14.97,
"learning_rate": 3.863157894736842e-05,
"loss": 0.1711,
"step": 2170
},
{
"epoch": 15.03,
"learning_rate": 3.8105263157894735e-05,
"loss": 0.2085,
"step": 2180
},
{
"epoch": 15.1,
"learning_rate": 3.7578947368421055e-05,
"loss": 0.1183,
"step": 2190
},
{
"epoch": 15.17,
"learning_rate": 3.7052631578947375e-05,
"loss": 0.1429,
"step": 2200
},
{
"epoch": 15.17,
"eval_loss": 0.6394490599632263,
"eval_runtime": 56.3483,
"eval_samples_per_second": 29.815,
"eval_steps_per_second": 29.815,
"eval_wer": 0.4160981324512439,
"step": 2200
},
{
"epoch": 15.24,
"learning_rate": 3.652631578947369e-05,
"loss": 0.2156,
"step": 2210
},
{
"epoch": 15.31,
"learning_rate": 3.6e-05,
"loss": 0.1578,
"step": 2220
},
{
"epoch": 15.38,
"learning_rate": 3.547368421052632e-05,
"loss": 0.1341,
"step": 2230
},
{
"epoch": 15.45,
"learning_rate": 3.4947368421052634e-05,
"loss": 0.1594,
"step": 2240
},
{
"epoch": 15.52,
"learning_rate": 3.442105263157895e-05,
"loss": 0.2551,
"step": 2250
},
{
"epoch": 15.59,
"learning_rate": 3.389473684210526e-05,
"loss": 0.117,
"step": 2260
},
{
"epoch": 15.66,
"learning_rate": 3.336842105263158e-05,
"loss": 0.1331,
"step": 2270
},
{
"epoch": 15.72,
"learning_rate": 3.28421052631579e-05,
"loss": 0.2143,
"step": 2280
},
{
"epoch": 15.79,
"learning_rate": 3.231578947368421e-05,
"loss": 0.1883,
"step": 2290
},
{
"epoch": 15.86,
"learning_rate": 3.178947368421053e-05,
"loss": 0.1151,
"step": 2300
},
{
"epoch": 15.86,
"eval_loss": 0.618624746799469,
"eval_runtime": 56.5131,
"eval_samples_per_second": 29.728,
"eval_steps_per_second": 29.728,
"eval_wer": 0.4167183515953415,
"step": 2300
},
{
"epoch": 15.93,
"learning_rate": 3.1263157894736845e-05,
"loss": 0.1411,
"step": 2310
},
{
"epoch": 16.0,
"learning_rate": 3.073684210526316e-05,
"loss": 0.2432,
"step": 2320
},
{
"epoch": 16.07,
"learning_rate": 3.021052631578947e-05,
"loss": 0.1205,
"step": 2330
},
{
"epoch": 16.14,
"learning_rate": 2.968421052631579e-05,
"loss": 0.118,
"step": 2340
},
{
"epoch": 16.21,
"learning_rate": 2.9157894736842107e-05,
"loss": 0.1565,
"step": 2350
},
{
"epoch": 16.28,
"learning_rate": 2.863157894736842e-05,
"loss": 0.2138,
"step": 2360
},
{
"epoch": 16.34,
"learning_rate": 2.810526315789474e-05,
"loss": 0.1112,
"step": 2370
},
{
"epoch": 16.41,
"learning_rate": 2.7578947368421053e-05,
"loss": 0.138,
"step": 2380
},
{
"epoch": 16.48,
"learning_rate": 2.705263157894737e-05,
"loss": 0.1801,
"step": 2390
},
{
"epoch": 16.55,
"learning_rate": 2.652631578947369e-05,
"loss": 0.1723,
"step": 2400
},
{
"epoch": 16.55,
"eval_loss": 0.6497763395309448,
"eval_runtime": 56.5754,
"eval_samples_per_second": 29.695,
"eval_steps_per_second": 29.695,
"eval_wer": 0.4123768175866584,
"step": 2400
},
{
"epoch": 16.62,
"learning_rate": 2.6000000000000002e-05,
"loss": 0.1073,
"step": 2410
},
{
"epoch": 16.69,
"learning_rate": 2.5473684210526315e-05,
"loss": 0.1439,
"step": 2420
},
{
"epoch": 16.76,
"learning_rate": 2.4947368421052635e-05,
"loss": 0.2264,
"step": 2430
},
{
"epoch": 16.83,
"learning_rate": 2.4421052631578948e-05,
"loss": 0.1329,
"step": 2440
},
{
"epoch": 16.9,
"learning_rate": 2.3894736842105264e-05,
"loss": 0.1273,
"step": 2450
},
{
"epoch": 16.97,
"learning_rate": 2.336842105263158e-05,
"loss": 0.164,
"step": 2460
},
{
"epoch": 17.03,
"learning_rate": 2.2842105263157897e-05,
"loss": 0.1856,
"step": 2470
},
{
"epoch": 17.1,
"learning_rate": 2.2315789473684213e-05,
"loss": 0.1101,
"step": 2480
},
{
"epoch": 17.17,
"learning_rate": 2.1789473684210526e-05,
"loss": 0.1334,
"step": 2490
},
{
"epoch": 17.24,
"learning_rate": 2.1263157894736842e-05,
"loss": 0.1997,
"step": 2500
},
{
"epoch": 17.24,
"eval_loss": 0.6540533304214478,
"eval_runtime": 57.2509,
"eval_samples_per_second": 29.345,
"eval_steps_per_second": 29.345,
"eval_wer": 0.40762180414857696,
"step": 2500
},
{
"epoch": 17.31,
"learning_rate": 2.073684210526316e-05,
"loss": 0.1572,
"step": 2510
},
{
"epoch": 17.38,
"learning_rate": 2.0210526315789475e-05,
"loss": 0.099,
"step": 2520
},
{
"epoch": 17.45,
"learning_rate": 1.968421052631579e-05,
"loss": 0.1358,
"step": 2530
},
{
"epoch": 17.52,
"learning_rate": 1.9157894736842104e-05,
"loss": 0.1907,
"step": 2540
},
{
"epoch": 17.59,
"learning_rate": 1.863157894736842e-05,
"loss": 0.1132,
"step": 2550
},
{
"epoch": 17.66,
"learning_rate": 1.810526315789474e-05,
"loss": 0.122,
"step": 2560
},
{
"epoch": 17.72,
"learning_rate": 1.7578947368421054e-05,
"loss": 0.171,
"step": 2570
},
{
"epoch": 17.79,
"learning_rate": 1.705263157894737e-05,
"loss": 0.179,
"step": 2580
},
{
"epoch": 17.86,
"learning_rate": 1.6526315789473683e-05,
"loss": 0.1014,
"step": 2590
},
{
"epoch": 17.93,
"learning_rate": 1.6000000000000003e-05,
"loss": 0.1297,
"step": 2600
},
{
"epoch": 17.93,
"eval_loss": 0.654592752456665,
"eval_runtime": 57.1287,
"eval_samples_per_second": 29.407,
"eval_steps_per_second": 29.407,
"eval_wer": 0.41168768520432775,
"step": 2600
},
{
"epoch": 18.0,
"learning_rate": 1.5473684210526316e-05,
"loss": 0.1979,
"step": 2610
},
{
"epoch": 18.07,
"learning_rate": 1.4947368421052632e-05,
"loss": 0.1121,
"step": 2620
},
{
"epoch": 18.14,
"learning_rate": 1.4421052631578948e-05,
"loss": 0.0982,
"step": 2630
},
{
"epoch": 18.21,
"learning_rate": 1.3894736842105263e-05,
"loss": 0.1454,
"step": 2640
},
{
"epoch": 18.28,
"learning_rate": 1.336842105263158e-05,
"loss": 0.1949,
"step": 2650
},
{
"epoch": 18.34,
"learning_rate": 1.2842105263157894e-05,
"loss": 0.1097,
"step": 2660
},
{
"epoch": 18.41,
"learning_rate": 1.231578947368421e-05,
"loss": 0.1126,
"step": 2670
},
{
"epoch": 18.48,
"learning_rate": 1.1789473684210527e-05,
"loss": 0.1803,
"step": 2680
},
{
"epoch": 18.55,
"learning_rate": 1.1263157894736842e-05,
"loss": 0.155,
"step": 2690
},
{
"epoch": 18.62,
"learning_rate": 1.073684210526316e-05,
"loss": 0.101,
"step": 2700
},
{
"epoch": 18.62,
"eval_loss": 0.6470673084259033,
"eval_runtime": 57.3973,
"eval_samples_per_second": 29.27,
"eval_steps_per_second": 29.27,
"eval_wer": 0.4074839776721108,
"step": 2700
},
{
"epoch": 18.69,
"learning_rate": 1.0210526315789474e-05,
"loss": 0.1404,
"step": 2710
},
{
"epoch": 18.76,
"learning_rate": 9.68421052631579e-06,
"loss": 0.1989,
"step": 2720
},
{
"epoch": 18.83,
"learning_rate": 9.157894736842105e-06,
"loss": 0.0993,
"step": 2730
},
{
"epoch": 18.9,
"learning_rate": 8.631578947368422e-06,
"loss": 0.1216,
"step": 2740
},
{
"epoch": 18.97,
"learning_rate": 8.105263157894736e-06,
"loss": 0.162,
"step": 2750
},
{
"epoch": 19.03,
"learning_rate": 7.578947368421054e-06,
"loss": 0.1653,
"step": 2760
},
{
"epoch": 19.1,
"learning_rate": 7.052631578947369e-06,
"loss": 0.0955,
"step": 2770
},
{
"epoch": 19.17,
"learning_rate": 6.526315789473685e-06,
"loss": 0.1158,
"step": 2780
},
{
"epoch": 19.24,
"learning_rate": 6e-06,
"loss": 0.1904,
"step": 2790
},
{
"epoch": 19.31,
"learning_rate": 5.4736842105263165e-06,
"loss": 0.1272,
"step": 2800
},
{
"epoch": 19.31,
"eval_loss": 0.6586117744445801,
"eval_runtime": 56.8995,
"eval_samples_per_second": 29.526,
"eval_steps_per_second": 29.526,
"eval_wer": 0.40645027909861486,
"step": 2800
},
{
"epoch": 19.38,
"learning_rate": 4.947368421052632e-06,
"loss": 0.097,
"step": 2810
},
{
"epoch": 19.45,
"learning_rate": 4.4210526315789476e-06,
"loss": 0.1309,
"step": 2820
},
{
"epoch": 19.52,
"learning_rate": 3.894736842105264e-06,
"loss": 0.1702,
"step": 2830
},
{
"epoch": 19.59,
"learning_rate": 3.368421052631579e-06,
"loss": 0.1035,
"step": 2840
},
{
"epoch": 19.66,
"learning_rate": 2.842105263157895e-06,
"loss": 0.1024,
"step": 2850
},
{
"epoch": 19.72,
"learning_rate": 2.315789473684211e-06,
"loss": 0.1567,
"step": 2860
},
{
"epoch": 19.79,
"learning_rate": 1.7894736842105262e-06,
"loss": 0.1576,
"step": 2870
},
{
"epoch": 19.86,
"learning_rate": 1.2631578947368422e-06,
"loss": 0.1008,
"step": 2880
},
{
"epoch": 19.93,
"learning_rate": 7.368421052631579e-07,
"loss": 0.11,
"step": 2890
},
{
"epoch": 20.0,
"learning_rate": 2.105263157894737e-07,
"loss": 0.1901,
"step": 2900
},
{
"epoch": 20.0,
"eval_loss": 0.6549025177955627,
"eval_runtime": 57.4128,
"eval_samples_per_second": 29.262,
"eval_steps_per_second": 29.262,
"eval_wer": 0.4051409275721866,
"step": 2900
},
{
"epoch": 20.0,
"step": 2900,
"total_flos": 2.6571394113263534e+18,
"train_loss": 0.9290403553329665,
"train_runtime": 4751.1406,
"train_samples_per_second": 19.448,
"train_steps_per_second": 0.61
}
],
"max_steps": 2900,
"num_train_epochs": 20,
"total_flos": 2.6571394113263534e+18,
"trial_name": null,
"trial_params": null
}