wav2vec2-xls-r-300m-Urdu / trainer_state.json
aasem's picture
Upload trainer_state.json
aa9da49
raw
history blame
30.4 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 32.30769230769231,
"global_step": 2100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15,
"learning_rate": 9e-07,
"loss": 18.8043,
"step": 10
},
{
"epoch": 0.31,
"learning_rate": 1.8e-06,
"loss": 23.3938,
"step": 20
},
{
"epoch": 0.46,
"learning_rate": 2.8000000000000003e-06,
"loss": 20.8738,
"step": 30
},
{
"epoch": 0.62,
"learning_rate": 3.8e-06,
"loss": 19.9257,
"step": 40
},
{
"epoch": 0.77,
"learning_rate": 4.800000000000001e-06,
"loss": 22.7793,
"step": 50
},
{
"epoch": 0.92,
"learning_rate": 5.8e-06,
"loss": 18.2911,
"step": 60
},
{
"epoch": 1.08,
"learning_rate": 6.800000000000001e-06,
"loss": 20.4742,
"step": 70
},
{
"epoch": 1.23,
"learning_rate": 7.7e-06,
"loss": 19.7014,
"step": 80
},
{
"epoch": 1.38,
"learning_rate": 8.7e-06,
"loss": 15.6078,
"step": 90
},
{
"epoch": 1.54,
"learning_rate": 9.7e-06,
"loss": 15.1693,
"step": 100
},
{
"epoch": 1.54,
"eval_cer": 0.9953039832285115,
"eval_loss": 12.956756591796875,
"eval_runtime": 111.4724,
"eval_samples_per_second": 3.059,
"eval_steps_per_second": 0.386,
"eval_wer": 1.0,
"step": 100
},
{
"epoch": 1.69,
"learning_rate": 1.0700000000000001e-05,
"loss": 12.7027,
"step": 110
},
{
"epoch": 1.85,
"learning_rate": 1.1700000000000001e-05,
"loss": 10.9656,
"step": 120
},
{
"epoch": 2.0,
"learning_rate": 1.27e-05,
"loss": 10.6914,
"step": 130
},
{
"epoch": 2.15,
"learning_rate": 1.3700000000000001e-05,
"loss": 7.6051,
"step": 140
},
{
"epoch": 2.31,
"learning_rate": 1.47e-05,
"loss": 8.7814,
"step": 150
},
{
"epoch": 2.46,
"learning_rate": 1.5700000000000002e-05,
"loss": 7.5898,
"step": 160
},
{
"epoch": 2.62,
"learning_rate": 1.6700000000000003e-05,
"loss": 7.0232,
"step": 170
},
{
"epoch": 2.77,
"learning_rate": 1.77e-05,
"loss": 6.8873,
"step": 180
},
{
"epoch": 2.92,
"learning_rate": 1.87e-05,
"loss": 5.7658,
"step": 190
},
{
"epoch": 3.08,
"learning_rate": 1.97e-05,
"loss": 6.434,
"step": 200
},
{
"epoch": 3.08,
"eval_cer": 0.9953039832285115,
"eval_loss": 5.401930809020996,
"eval_runtime": 111.63,
"eval_samples_per_second": 3.055,
"eval_steps_per_second": 0.385,
"eval_wer": 1.0,
"step": 200
},
{
"epoch": 3.23,
"learning_rate": 2.07e-05,
"loss": 5.5544,
"step": 210
},
{
"epoch": 3.38,
"learning_rate": 2.1700000000000002e-05,
"loss": 5.2728,
"step": 220
},
{
"epoch": 3.54,
"learning_rate": 2.2700000000000003e-05,
"loss": 5.3269,
"step": 230
},
{
"epoch": 3.69,
"learning_rate": 2.37e-05,
"loss": 4.8495,
"step": 240
},
{
"epoch": 3.85,
"learning_rate": 2.47e-05,
"loss": 4.7196,
"step": 250
},
{
"epoch": 4.0,
"learning_rate": 2.57e-05,
"loss": 4.7143,
"step": 260
},
{
"epoch": 4.15,
"learning_rate": 2.6700000000000002e-05,
"loss": 4.0896,
"step": 270
},
{
"epoch": 4.31,
"learning_rate": 2.7700000000000002e-05,
"loss": 4.342,
"step": 280
},
{
"epoch": 4.46,
"learning_rate": 2.87e-05,
"loss": 3.9603,
"step": 290
},
{
"epoch": 4.62,
"learning_rate": 2.97e-05,
"loss": 3.9273,
"step": 300
},
{
"epoch": 4.62,
"eval_cer": 0.9953039832285115,
"eval_loss": 3.848849058151245,
"eval_runtime": 111.5668,
"eval_samples_per_second": 3.056,
"eval_steps_per_second": 0.385,
"eval_wer": 1.0,
"step": 300
},
{
"epoch": 4.77,
"learning_rate": 3.07e-05,
"loss": 3.9211,
"step": 310
},
{
"epoch": 4.92,
"learning_rate": 3.1700000000000005e-05,
"loss": 3.6815,
"step": 320
},
{
"epoch": 5.08,
"learning_rate": 3.27e-05,
"loss": 3.7151,
"step": 330
},
{
"epoch": 5.23,
"learning_rate": 3.3700000000000006e-05,
"loss": 3.6599,
"step": 340
},
{
"epoch": 5.38,
"learning_rate": 3.4699999999999996e-05,
"loss": 3.4484,
"step": 350
},
{
"epoch": 5.54,
"learning_rate": 3.57e-05,
"loss": 3.4587,
"step": 360
},
{
"epoch": 5.69,
"learning_rate": 3.6700000000000004e-05,
"loss": 3.3518,
"step": 370
},
{
"epoch": 5.85,
"learning_rate": 3.77e-05,
"loss": 3.3416,
"step": 380
},
{
"epoch": 6.0,
"learning_rate": 3.8700000000000006e-05,
"loss": 3.3674,
"step": 390
},
{
"epoch": 6.15,
"learning_rate": 3.97e-05,
"loss": 3.1977,
"step": 400
},
{
"epoch": 6.15,
"eval_cer": 0.9953039832285115,
"eval_loss": 3.2796881198883057,
"eval_runtime": 111.0722,
"eval_samples_per_second": 3.07,
"eval_steps_per_second": 0.387,
"eval_wer": 1.0,
"step": 400
},
{
"epoch": 6.31,
"learning_rate": 4.07e-05,
"loss": 3.3328,
"step": 410
},
{
"epoch": 6.46,
"learning_rate": 4.17e-05,
"loss": 3.2257,
"step": 420
},
{
"epoch": 6.62,
"learning_rate": 4.27e-05,
"loss": 3.2563,
"step": 430
},
{
"epoch": 6.77,
"learning_rate": 4.3700000000000005e-05,
"loss": 3.264,
"step": 440
},
{
"epoch": 6.92,
"learning_rate": 4.47e-05,
"loss": 3.166,
"step": 450
},
{
"epoch": 7.08,
"learning_rate": 4.5700000000000006e-05,
"loss": 3.223,
"step": 460
},
{
"epoch": 7.23,
"learning_rate": 4.6700000000000003e-05,
"loss": 3.1885,
"step": 470
},
{
"epoch": 7.38,
"learning_rate": 4.77e-05,
"loss": 3.182,
"step": 480
},
{
"epoch": 7.54,
"learning_rate": 4.87e-05,
"loss": 3.2332,
"step": 490
},
{
"epoch": 7.69,
"learning_rate": 4.97e-05,
"loss": 3.1592,
"step": 500
},
{
"epoch": 7.69,
"eval_cer": 0.9953039832285115,
"eval_loss": 3.201068162918091,
"eval_runtime": 111.8171,
"eval_samples_per_second": 3.05,
"eval_steps_per_second": 0.385,
"eval_wer": 1.0,
"step": 500
},
{
"epoch": 7.85,
"learning_rate": 5.0700000000000006e-05,
"loss": 3.1996,
"step": 510
},
{
"epoch": 8.0,
"learning_rate": 5.17e-05,
"loss": 3.2977,
"step": 520
},
{
"epoch": 8.15,
"learning_rate": 5.270000000000001e-05,
"loss": 3.1425,
"step": 530
},
{
"epoch": 8.31,
"learning_rate": 5.3700000000000004e-05,
"loss": 3.2105,
"step": 540
},
{
"epoch": 8.46,
"learning_rate": 5.470000000000001e-05,
"loss": 3.1593,
"step": 550
},
{
"epoch": 8.62,
"learning_rate": 5.5700000000000005e-05,
"loss": 3.1665,
"step": 560
},
{
"epoch": 8.77,
"learning_rate": 5.6699999999999996e-05,
"loss": 3.2244,
"step": 570
},
{
"epoch": 8.92,
"learning_rate": 5.77e-05,
"loss": 3.1578,
"step": 580
},
{
"epoch": 9.08,
"learning_rate": 5.87e-05,
"loss": 3.1924,
"step": 590
},
{
"epoch": 9.23,
"learning_rate": 5.97e-05,
"loss": 3.1667,
"step": 600
},
{
"epoch": 9.23,
"eval_cer": 0.9953039832285115,
"eval_loss": 3.139559030532837,
"eval_runtime": 109.7588,
"eval_samples_per_second": 3.107,
"eval_steps_per_second": 0.392,
"eval_wer": 1.0,
"step": 600
},
{
"epoch": 9.38,
"learning_rate": 6.07e-05,
"loss": 3.1127,
"step": 610
},
{
"epoch": 9.54,
"learning_rate": 6.170000000000001e-05,
"loss": 3.1775,
"step": 620
},
{
"epoch": 9.69,
"learning_rate": 6.27e-05,
"loss": 3.1132,
"step": 630
},
{
"epoch": 9.85,
"learning_rate": 6.37e-05,
"loss": 3.1704,
"step": 640
},
{
"epoch": 10.0,
"learning_rate": 6.47e-05,
"loss": 3.1306,
"step": 650
},
{
"epoch": 10.15,
"learning_rate": 6.570000000000001e-05,
"loss": 3.0967,
"step": 660
},
{
"epoch": 10.31,
"learning_rate": 6.670000000000001e-05,
"loss": 3.1375,
"step": 670
},
{
"epoch": 10.46,
"learning_rate": 6.77e-05,
"loss": 3.1139,
"step": 680
},
{
"epoch": 10.62,
"learning_rate": 6.87e-05,
"loss": 3.098,
"step": 690
},
{
"epoch": 10.77,
"learning_rate": 6.97e-05,
"loss": 3.1111,
"step": 700
},
{
"epoch": 10.77,
"eval_cer": 0.9953039832285115,
"eval_loss": 3.0903170108795166,
"eval_runtime": 109.1662,
"eval_samples_per_second": 3.124,
"eval_steps_per_second": 0.394,
"eval_wer": 1.0,
"step": 700
},
{
"epoch": 10.92,
"learning_rate": 7.07e-05,
"loss": 3.0775,
"step": 710
},
{
"epoch": 11.08,
"learning_rate": 7.17e-05,
"loss": 3.1294,
"step": 720
},
{
"epoch": 11.23,
"learning_rate": 7.27e-05,
"loss": 3.0943,
"step": 730
},
{
"epoch": 11.38,
"learning_rate": 7.37e-05,
"loss": 3.0812,
"step": 740
},
{
"epoch": 11.54,
"learning_rate": 7.47e-05,
"loss": 3.0843,
"step": 750
},
{
"epoch": 11.69,
"learning_rate": 7.570000000000001e-05,
"loss": 3.0668,
"step": 760
},
{
"epoch": 11.85,
"learning_rate": 7.670000000000001e-05,
"loss": 3.0617,
"step": 770
},
{
"epoch": 12.0,
"learning_rate": 7.77e-05,
"loss": 3.0469,
"step": 780
},
{
"epoch": 12.15,
"learning_rate": 7.87e-05,
"loss": 2.9867,
"step": 790
},
{
"epoch": 12.31,
"learning_rate": 7.970000000000001e-05,
"loss": 2.9955,
"step": 800
},
{
"epoch": 12.31,
"eval_cer": 0.9953039832285115,
"eval_loss": 2.895956039428711,
"eval_runtime": 109.2356,
"eval_samples_per_second": 3.122,
"eval_steps_per_second": 0.394,
"eval_wer": 1.0,
"step": 800
},
{
"epoch": 12.46,
"learning_rate": 8.070000000000001e-05,
"loss": 2.9201,
"step": 810
},
{
"epoch": 12.62,
"learning_rate": 8.17e-05,
"loss": 2.8683,
"step": 820
},
{
"epoch": 12.77,
"learning_rate": 8.27e-05,
"loss": 2.8432,
"step": 830
},
{
"epoch": 12.92,
"learning_rate": 8.37e-05,
"loss": 2.6776,
"step": 840
},
{
"epoch": 13.08,
"learning_rate": 8.47e-05,
"loss": 2.5611,
"step": 850
},
{
"epoch": 13.23,
"learning_rate": 8.57e-05,
"loss": 2.4031,
"step": 860
},
{
"epoch": 13.38,
"learning_rate": 8.67e-05,
"loss": 2.2939,
"step": 870
},
{
"epoch": 13.54,
"learning_rate": 8.77e-05,
"loss": 2.0835,
"step": 880
},
{
"epoch": 13.69,
"learning_rate": 8.87e-05,
"loss": 1.8785,
"step": 890
},
{
"epoch": 13.85,
"learning_rate": 8.970000000000001e-05,
"loss": 1.784,
"step": 900
},
{
"epoch": 13.85,
"eval_cer": 0.33366876310272536,
"eval_loss": 1.4985727071762085,
"eval_runtime": 109.5182,
"eval_samples_per_second": 3.114,
"eval_steps_per_second": 0.393,
"eval_wer": 0.8279052553663953,
"step": 900
},
{
"epoch": 14.0,
"learning_rate": 9.070000000000001e-05,
"loss": 1.6083,
"step": 910
},
{
"epoch": 14.15,
"learning_rate": 9.17e-05,
"loss": 1.5164,
"step": 920
},
{
"epoch": 14.31,
"learning_rate": 9.27e-05,
"loss": 1.4019,
"step": 930
},
{
"epoch": 14.46,
"learning_rate": 9.370000000000001e-05,
"loss": 1.3325,
"step": 940
},
{
"epoch": 14.62,
"learning_rate": 9.47e-05,
"loss": 1.3251,
"step": 950
},
{
"epoch": 14.77,
"learning_rate": 9.57e-05,
"loss": 1.2811,
"step": 960
},
{
"epoch": 14.92,
"learning_rate": 9.67e-05,
"loss": 1.1927,
"step": 970
},
{
"epoch": 15.08,
"learning_rate": 9.77e-05,
"loss": 1.2017,
"step": 980
},
{
"epoch": 15.23,
"learning_rate": 9.87e-05,
"loss": 1.0452,
"step": 990
},
{
"epoch": 15.38,
"learning_rate": 9.970000000000001e-05,
"loss": 1.1511,
"step": 1000
},
{
"epoch": 15.38,
"eval_cer": 0.21970649895178196,
"eval_loss": 0.8053019046783447,
"eval_runtime": 109.46,
"eval_samples_per_second": 3.115,
"eval_steps_per_second": 0.393,
"eval_wer": 0.6402664692820134,
"step": 1000
},
{
"epoch": 15.54,
"learning_rate": 9.994166666666667e-05,
"loss": 5.2926,
"step": 1010
},
{
"epoch": 15.69,
"learning_rate": 9.985833333333334e-05,
"loss": 3.4895,
"step": 1020
},
{
"epoch": 15.85,
"learning_rate": 9.977500000000001e-05,
"loss": 3.3029,
"step": 1030
},
{
"epoch": 16.0,
"learning_rate": 9.969166666666667e-05,
"loss": 3.2695,
"step": 1040
},
{
"epoch": 16.15,
"learning_rate": 9.960833333333333e-05,
"loss": 3.1054,
"step": 1050
},
{
"epoch": 16.31,
"learning_rate": 9.952500000000001e-05,
"loss": 3.0923,
"step": 1060
},
{
"epoch": 16.46,
"learning_rate": 9.944166666666667e-05,
"loss": 2.9955,
"step": 1070
},
{
"epoch": 16.62,
"learning_rate": 9.935833333333334e-05,
"loss": 2.9343,
"step": 1080
},
{
"epoch": 16.77,
"learning_rate": 9.9275e-05,
"loss": 2.7871,
"step": 1090
},
{
"epoch": 16.92,
"learning_rate": 9.919166666666667e-05,
"loss": 2.3674,
"step": 1100
},
{
"epoch": 16.92,
"eval_cer": 0.4807547169811321,
"eval_loss": 1.9613749980926514,
"eval_runtime": 26.9012,
"eval_samples_per_second": 12.676,
"eval_steps_per_second": 1.598,
"eval_wer": 0.9925980754996299,
"step": 1100
},
{
"epoch": 17.08,
"learning_rate": 9.910833333333333e-05,
"loss": 2.1319,
"step": 1110
},
{
"epoch": 17.23,
"learning_rate": 9.9025e-05,
"loss": 1.6758,
"step": 1120
},
{
"epoch": 17.38,
"learning_rate": 9.894166666666668e-05,
"loss": 1.5306,
"step": 1130
},
{
"epoch": 17.54,
"learning_rate": 9.885833333333334e-05,
"loss": 1.3654,
"step": 1140
},
{
"epoch": 17.69,
"learning_rate": 9.8775e-05,
"loss": 1.2197,
"step": 1150
},
{
"epoch": 17.85,
"learning_rate": 9.869166666666668e-05,
"loss": 1.1739,
"step": 1160
},
{
"epoch": 18.0,
"learning_rate": 9.860833333333334e-05,
"loss": 1.0703,
"step": 1170
},
{
"epoch": 18.15,
"learning_rate": 9.8525e-05,
"loss": 1.064,
"step": 1180
},
{
"epoch": 18.31,
"learning_rate": 9.844166666666667e-05,
"loss": 1.0071,
"step": 1190
},
{
"epoch": 18.46,
"learning_rate": 9.835833333333334e-05,
"loss": 0.8716,
"step": 1200
},
{
"epoch": 18.46,
"eval_cer": 0.20771488469601676,
"eval_loss": 0.7716531753540039,
"eval_runtime": 26.7363,
"eval_samples_per_second": 12.754,
"eval_steps_per_second": 1.608,
"eval_wer": 0.609178386380459,
"step": 1200
},
{
"epoch": 18.62,
"learning_rate": 9.8275e-05,
"loss": 0.9567,
"step": 1210
},
{
"epoch": 18.77,
"learning_rate": 9.819166666666668e-05,
"loss": 0.9223,
"step": 1220
},
{
"epoch": 18.92,
"learning_rate": 9.810833333333334e-05,
"loss": 0.8467,
"step": 1230
},
{
"epoch": 19.08,
"learning_rate": 9.8025e-05,
"loss": 0.8997,
"step": 1240
},
{
"epoch": 19.23,
"learning_rate": 9.794166666666667e-05,
"loss": 0.7379,
"step": 1250
},
{
"epoch": 19.38,
"learning_rate": 9.785833333333334e-05,
"loss": 0.7997,
"step": 1260
},
{
"epoch": 19.54,
"learning_rate": 9.7775e-05,
"loss": 0.8364,
"step": 1270
},
{
"epoch": 19.69,
"learning_rate": 9.769166666666667e-05,
"loss": 0.6978,
"step": 1280
},
{
"epoch": 19.85,
"learning_rate": 9.760833333333334e-05,
"loss": 0.7572,
"step": 1290
},
{
"epoch": 20.0,
"learning_rate": 9.7525e-05,
"loss": 0.7108,
"step": 1300
},
{
"epoch": 20.0,
"eval_cer": 0.16545073375262054,
"eval_loss": 0.5405445098876953,
"eval_runtime": 26.8237,
"eval_samples_per_second": 12.713,
"eval_steps_per_second": 1.603,
"eval_wer": 0.5159141376757957,
"step": 1300
},
{
"epoch": 20.15,
"learning_rate": 9.744166666666667e-05,
"loss": 0.7364,
"step": 1310
},
{
"epoch": 20.31,
"learning_rate": 9.735833333333335e-05,
"loss": 0.6907,
"step": 1320
},
{
"epoch": 20.46,
"learning_rate": 9.7275e-05,
"loss": 0.6201,
"step": 1330
},
{
"epoch": 20.62,
"learning_rate": 9.719166666666667e-05,
"loss": 0.6772,
"step": 1340
},
{
"epoch": 20.77,
"learning_rate": 9.710833333333334e-05,
"loss": 0.6928,
"step": 1350
},
{
"epoch": 20.92,
"learning_rate": 9.7025e-05,
"loss": 0.6312,
"step": 1360
},
{
"epoch": 21.08,
"learning_rate": 9.694166666666667e-05,
"loss": 0.6452,
"step": 1370
},
{
"epoch": 21.23,
"learning_rate": 9.685833333333333e-05,
"loss": 0.551,
"step": 1380
},
{
"epoch": 21.38,
"learning_rate": 9.677500000000001e-05,
"loss": 0.6457,
"step": 1390
},
{
"epoch": 21.54,
"learning_rate": 9.669166666666667e-05,
"loss": 0.612,
"step": 1400
},
{
"epoch": 21.54,
"eval_cer": 0.140041928721174,
"eval_loss": 0.42258089780807495,
"eval_runtime": 27.0022,
"eval_samples_per_second": 12.629,
"eval_steps_per_second": 1.592,
"eval_wer": 0.463360473723168,
"step": 1400
},
{
"epoch": 21.69,
"learning_rate": 9.660833333333333e-05,
"loss": 0.5377,
"step": 1410
},
{
"epoch": 21.85,
"learning_rate": 9.652500000000002e-05,
"loss": 0.625,
"step": 1420
},
{
"epoch": 22.0,
"learning_rate": 9.644166666666668e-05,
"loss": 0.5206,
"step": 1430
},
{
"epoch": 22.15,
"learning_rate": 9.635833333333334e-05,
"loss": 0.6004,
"step": 1440
},
{
"epoch": 22.31,
"learning_rate": 9.627500000000001e-05,
"loss": 0.5728,
"step": 1450
},
{
"epoch": 22.46,
"learning_rate": 9.619166666666667e-05,
"loss": 0.5696,
"step": 1460
},
{
"epoch": 22.62,
"learning_rate": 9.610833333333333e-05,
"loss": 0.5712,
"step": 1470
},
{
"epoch": 22.77,
"learning_rate": 9.6025e-05,
"loss": 0.5303,
"step": 1480
},
{
"epoch": 22.92,
"learning_rate": 9.594166666666668e-05,
"loss": 0.4954,
"step": 1490
},
{
"epoch": 23.08,
"learning_rate": 9.585833333333334e-05,
"loss": 0.4919,
"step": 1500
},
{
"epoch": 23.08,
"eval_cer": 0.11941299790356394,
"eval_loss": 0.3299271762371063,
"eval_runtime": 27.0051,
"eval_samples_per_second": 12.627,
"eval_steps_per_second": 1.592,
"eval_wer": 0.4052553663952628,
"step": 1500
},
{
"epoch": 23.23,
"learning_rate": 9.5775e-05,
"loss": 0.391,
"step": 1510
},
{
"epoch": 23.38,
"learning_rate": 9.569166666666667e-05,
"loss": 0.5205,
"step": 1520
},
{
"epoch": 23.54,
"learning_rate": 9.560833333333333e-05,
"loss": 0.5302,
"step": 1530
},
{
"epoch": 23.69,
"learning_rate": 9.5525e-05,
"loss": 0.4806,
"step": 1540
},
{
"epoch": 23.85,
"learning_rate": 9.544166666666668e-05,
"loss": 0.5882,
"step": 1550
},
{
"epoch": 24.0,
"learning_rate": 9.535833333333334e-05,
"loss": 0.4541,
"step": 1560
},
{
"epoch": 24.15,
"learning_rate": 9.5275e-05,
"loss": 0.457,
"step": 1570
},
{
"epoch": 24.31,
"learning_rate": 9.519166666666667e-05,
"loss": 0.4797,
"step": 1580
},
{
"epoch": 24.46,
"learning_rate": 9.510833333333333e-05,
"loss": 0.3973,
"step": 1590
},
{
"epoch": 24.62,
"learning_rate": 9.5025e-05,
"loss": 0.4999,
"step": 1600
},
{
"epoch": 24.62,
"eval_cer": 0.1020545073375262,
"eval_loss": 0.2569698691368103,
"eval_runtime": 30.0585,
"eval_samples_per_second": 11.345,
"eval_steps_per_second": 1.431,
"eval_wer": 0.3604737231680237,
"step": 1600
},
{
"epoch": 24.77,
"learning_rate": 9.494166666666668e-05,
"loss": 0.452,
"step": 1610
},
{
"epoch": 24.92,
"learning_rate": 9.485833333333334e-05,
"loss": 0.4148,
"step": 1620
},
{
"epoch": 25.08,
"learning_rate": 9.4775e-05,
"loss": 0.4316,
"step": 1630
},
{
"epoch": 25.23,
"learning_rate": 9.469166666666667e-05,
"loss": 0.3673,
"step": 1640
},
{
"epoch": 25.38,
"learning_rate": 9.460833333333335e-05,
"loss": 0.4365,
"step": 1650
},
{
"epoch": 25.54,
"learning_rate": 9.452500000000001e-05,
"loss": 0.4191,
"step": 1660
},
{
"epoch": 25.69,
"learning_rate": 9.444166666666667e-05,
"loss": 0.3857,
"step": 1670
},
{
"epoch": 25.85,
"learning_rate": 9.435833333333334e-05,
"loss": 0.4627,
"step": 1680
},
{
"epoch": 26.0,
"learning_rate": 9.4275e-05,
"loss": 0.3845,
"step": 1690
},
{
"epoch": 26.15,
"learning_rate": 9.419166666666666e-05,
"loss": 0.4349,
"step": 1700
},
{
"epoch": 26.15,
"eval_cer": 0.09207547169811321,
"eval_loss": 0.21595901250839233,
"eval_runtime": 27.0141,
"eval_samples_per_second": 12.623,
"eval_steps_per_second": 1.592,
"eval_wer": 0.33826794966691337,
"step": 1700
},
{
"epoch": 26.31,
"learning_rate": 9.410833333333335e-05,
"loss": 0.359,
"step": 1710
},
{
"epoch": 26.46,
"learning_rate": 9.402500000000001e-05,
"loss": 0.3897,
"step": 1720
},
{
"epoch": 26.62,
"learning_rate": 9.394166666666667e-05,
"loss": 0.3857,
"step": 1730
},
{
"epoch": 26.77,
"learning_rate": 9.385833333333334e-05,
"loss": 0.361,
"step": 1740
},
{
"epoch": 26.92,
"learning_rate": 9.3775e-05,
"loss": 0.4116,
"step": 1750
},
{
"epoch": 27.08,
"learning_rate": 9.369166666666666e-05,
"loss": 0.427,
"step": 1760
},
{
"epoch": 27.23,
"learning_rate": 9.360833333333334e-05,
"loss": 0.2724,
"step": 1770
},
{
"epoch": 27.38,
"learning_rate": 9.352500000000001e-05,
"loss": 0.416,
"step": 1780
},
{
"epoch": 27.54,
"learning_rate": 9.344166666666667e-05,
"loss": 0.3837,
"step": 1790
},
{
"epoch": 27.69,
"learning_rate": 9.335833333333333e-05,
"loss": 0.3205,
"step": 1800
},
{
"epoch": 27.69,
"eval_cer": 0.07907756813417191,
"eval_loss": 0.17836497724056244,
"eval_runtime": 26.9274,
"eval_samples_per_second": 12.664,
"eval_steps_per_second": 1.597,
"eval_wer": 0.29533678756476683,
"step": 1800
},
{
"epoch": 27.85,
"learning_rate": 9.3275e-05,
"loss": 0.3578,
"step": 1810
},
{
"epoch": 28.0,
"learning_rate": 9.319166666666666e-05,
"loss": 0.3527,
"step": 1820
},
{
"epoch": 28.15,
"learning_rate": 9.310833333333334e-05,
"loss": 0.3458,
"step": 1830
},
{
"epoch": 28.31,
"learning_rate": 9.302500000000001e-05,
"loss": 0.3527,
"step": 1840
},
{
"epoch": 28.46,
"learning_rate": 9.294166666666667e-05,
"loss": 0.3244,
"step": 1850
},
{
"epoch": 28.62,
"learning_rate": 9.285833333333333e-05,
"loss": 0.393,
"step": 1860
},
{
"epoch": 28.77,
"learning_rate": 9.2775e-05,
"loss": 0.3255,
"step": 1870
},
{
"epoch": 28.92,
"learning_rate": 9.269166666666668e-05,
"loss": 0.2884,
"step": 1880
},
{
"epoch": 29.08,
"learning_rate": 9.260833333333334e-05,
"loss": 0.3382,
"step": 1890
},
{
"epoch": 29.23,
"learning_rate": 9.252500000000001e-05,
"loss": 0.2717,
"step": 1900
},
{
"epoch": 29.23,
"eval_cer": 0.07127882599580712,
"eval_loss": 0.14557726681232452,
"eval_runtime": 26.923,
"eval_samples_per_second": 12.666,
"eval_steps_per_second": 1.597,
"eval_wer": 0.2701702442635085,
"step": 1900
},
{
"epoch": 29.38,
"learning_rate": 9.244166666666667e-05,
"loss": 0.3271,
"step": 1910
},
{
"epoch": 29.54,
"learning_rate": 9.235833333333333e-05,
"loss": 0.3439,
"step": 1920
},
{
"epoch": 29.69,
"learning_rate": 9.2275e-05,
"loss": 0.3184,
"step": 1930
},
{
"epoch": 29.85,
"learning_rate": 9.219166666666668e-05,
"loss": 0.3458,
"step": 1940
},
{
"epoch": 30.0,
"learning_rate": 9.210833333333334e-05,
"loss": 0.2775,
"step": 1950
},
{
"epoch": 30.15,
"learning_rate": 9.2025e-05,
"loss": 0.2959,
"step": 1960
},
{
"epoch": 30.31,
"learning_rate": 9.194166666666667e-05,
"loss": 0.2861,
"step": 1970
},
{
"epoch": 30.46,
"learning_rate": 9.185833333333333e-05,
"loss": 0.3047,
"step": 1980
},
{
"epoch": 30.62,
"learning_rate": 9.1775e-05,
"loss": 0.3244,
"step": 1990
},
{
"epoch": 30.77,
"learning_rate": 9.169166666666668e-05,
"loss": 0.2903,
"step": 2000
},
{
"epoch": 30.77,
"eval_cer": 0.06532494758909853,
"eval_loss": 0.1265391856431961,
"eval_runtime": 29.4587,
"eval_samples_per_second": 11.576,
"eval_steps_per_second": 1.46,
"eval_wer": 0.2527757216876388,
"step": 2000
},
{
"epoch": 30.92,
"learning_rate": 9.160833333333334e-05,
"loss": 0.2849,
"step": 2010
},
{
"epoch": 31.08,
"learning_rate": 9.1525e-05,
"loss": 0.3266,
"step": 2020
},
{
"epoch": 31.23,
"learning_rate": 9.144166666666668e-05,
"loss": 0.2915,
"step": 2030
},
{
"epoch": 31.38,
"learning_rate": 9.135833333333334e-05,
"loss": 0.3066,
"step": 2040
},
{
"epoch": 31.54,
"learning_rate": 9.1275e-05,
"loss": 0.3167,
"step": 2050
},
{
"epoch": 31.69,
"learning_rate": 9.119166666666667e-05,
"loss": 0.2572,
"step": 2060
},
{
"epoch": 31.85,
"learning_rate": 9.110833333333334e-05,
"loss": 0.3269,
"step": 2070
},
{
"epoch": 32.0,
"learning_rate": 9.1025e-05,
"loss": 0.2422,
"step": 2080
},
{
"epoch": 32.15,
"learning_rate": 9.094166666666666e-05,
"loss": 0.3152,
"step": 2090
},
{
"epoch": 32.31,
"learning_rate": 9.085833333333334e-05,
"loss": 0.2703,
"step": 2100
},
{
"epoch": 32.31,
"eval_cer": 0.060964360587002095,
"eval_loss": 0.11160185188055038,
"eval_runtime": 26.8072,
"eval_samples_per_second": 12.72,
"eval_steps_per_second": 1.604,
"eval_wer": 0.24426350851221318,
"step": 2100
}
],
"max_steps": 13000,
"num_train_epochs": 200,
"total_flos": 8.493815951541043e+18,
"trial_name": null,
"trial_params": null
}