whisper-el-small-augmented / trainer_state.json
Moreno La Quatra
End of training
b8f6328
raw
history blame
15.1 kB
{
"best_metric": 24.86069836552749,
"best_model_checkpoint": "whisper-el-small-augmented/checkpoint-5000",
"epoch": 23.474178403755868,
"global_step": 5000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.23,
"learning_rate": 4.6e-06,
"loss": 2.0417,
"step": 50
},
{
"epoch": 0.47,
"learning_rate": 9.600000000000001e-06,
"loss": 0.9587,
"step": 100
},
{
"epoch": 0.7,
"learning_rate": 1.4599999999999999e-05,
"loss": 0.646,
"step": 150
},
{
"epoch": 0.94,
"learning_rate": 1.9600000000000002e-05,
"loss": 0.5162,
"step": 200
},
{
"epoch": 1.17,
"learning_rate": 2.46e-05,
"loss": 0.3936,
"step": 250
},
{
"epoch": 1.41,
"learning_rate": 2.96e-05,
"loss": 0.3532,
"step": 300
},
{
"epoch": 1.64,
"learning_rate": 3.46e-05,
"loss": 0.3432,
"step": 350
},
{
"epoch": 1.88,
"learning_rate": 3.960000000000001e-05,
"loss": 0.3449,
"step": 400
},
{
"epoch": 2.11,
"learning_rate": 4.46e-05,
"loss": 0.2857,
"step": 450
},
{
"epoch": 2.35,
"learning_rate": 4.96e-05,
"loss": 0.2223,
"step": 500
},
{
"epoch": 2.35,
"eval_loss": 0.4402843415737152,
"eval_runtime": 350.2815,
"eval_samples_per_second": 4.842,
"eval_steps_per_second": 0.605,
"eval_wer": 37.992199108469535,
"step": 500
},
{
"epoch": 2.58,
"learning_rate": 4.948888888888889e-05,
"loss": 0.2421,
"step": 550
},
{
"epoch": 2.82,
"learning_rate": 4.8933333333333335e-05,
"loss": 0.255,
"step": 600
},
{
"epoch": 3.05,
"learning_rate": 4.837777777777778e-05,
"loss": 0.2059,
"step": 650
},
{
"epoch": 3.29,
"learning_rate": 4.782222222222222e-05,
"loss": 0.1474,
"step": 700
},
{
"epoch": 3.52,
"learning_rate": 4.726666666666667e-05,
"loss": 0.1376,
"step": 750
},
{
"epoch": 3.76,
"learning_rate": 4.671111111111111e-05,
"loss": 0.1433,
"step": 800
},
{
"epoch": 3.99,
"learning_rate": 4.615555555555556e-05,
"loss": 0.1527,
"step": 850
},
{
"epoch": 4.23,
"learning_rate": 4.5600000000000004e-05,
"loss": 0.0922,
"step": 900
},
{
"epoch": 4.46,
"learning_rate": 4.504444444444445e-05,
"loss": 0.0894,
"step": 950
},
{
"epoch": 4.69,
"learning_rate": 4.448888888888889e-05,
"loss": 0.0908,
"step": 1000
},
{
"epoch": 4.69,
"eval_loss": 0.40411776304244995,
"eval_runtime": 397.0474,
"eval_samples_per_second": 4.272,
"eval_steps_per_second": 0.534,
"eval_wer": 35.65193164933135,
"step": 1000
},
{
"epoch": 4.93,
"learning_rate": 4.3933333333333335e-05,
"loss": 0.092,
"step": 1050
},
{
"epoch": 5.16,
"learning_rate": 4.337777777777778e-05,
"loss": 0.07,
"step": 1100
},
{
"epoch": 5.4,
"learning_rate": 4.282222222222222e-05,
"loss": 0.0631,
"step": 1150
},
{
"epoch": 5.63,
"learning_rate": 4.226666666666667e-05,
"loss": 0.0661,
"step": 1200
},
{
"epoch": 5.87,
"learning_rate": 4.171111111111111e-05,
"loss": 0.0603,
"step": 1250
},
{
"epoch": 6.1,
"learning_rate": 4.115555555555556e-05,
"loss": 0.058,
"step": 1300
},
{
"epoch": 6.34,
"learning_rate": 4.0600000000000004e-05,
"loss": 0.0459,
"step": 1350
},
{
"epoch": 6.57,
"learning_rate": 4.004444444444445e-05,
"loss": 0.0422,
"step": 1400
},
{
"epoch": 6.81,
"learning_rate": 3.948888888888889e-05,
"loss": 0.05,
"step": 1450
},
{
"epoch": 7.04,
"learning_rate": 3.8933333333333336e-05,
"loss": 0.0465,
"step": 1500
},
{
"epoch": 7.04,
"eval_loss": 0.4188905656337738,
"eval_runtime": 368.3644,
"eval_samples_per_second": 4.604,
"eval_steps_per_second": 0.576,
"eval_wer": 34.30534918276374,
"step": 1500
},
{
"epoch": 7.28,
"learning_rate": 3.837777777777778e-05,
"loss": 0.0395,
"step": 1550
},
{
"epoch": 7.51,
"learning_rate": 3.782222222222222e-05,
"loss": 0.0285,
"step": 1600
},
{
"epoch": 7.75,
"learning_rate": 3.726666666666667e-05,
"loss": 0.0354,
"step": 1650
},
{
"epoch": 7.98,
"learning_rate": 3.671111111111111e-05,
"loss": 0.0399,
"step": 1700
},
{
"epoch": 8.22,
"learning_rate": 3.615555555555556e-05,
"loss": 0.0303,
"step": 1750
},
{
"epoch": 8.45,
"learning_rate": 3.56e-05,
"loss": 0.0232,
"step": 1800
},
{
"epoch": 8.69,
"learning_rate": 3.504444444444445e-05,
"loss": 0.0293,
"step": 1850
},
{
"epoch": 8.92,
"learning_rate": 3.448888888888889e-05,
"loss": 0.0288,
"step": 1900
},
{
"epoch": 9.15,
"learning_rate": 3.3933333333333336e-05,
"loss": 0.0197,
"step": 1950
},
{
"epoch": 9.39,
"learning_rate": 3.337777777777778e-05,
"loss": 0.0168,
"step": 2000
},
{
"epoch": 9.39,
"eval_loss": 0.3971741199493408,
"eval_runtime": 351.6489,
"eval_samples_per_second": 4.823,
"eval_steps_per_second": 0.603,
"eval_wer": 29.91270430906389,
"step": 2000
},
{
"epoch": 9.62,
"learning_rate": 3.2822222222222223e-05,
"loss": 0.022,
"step": 2050
},
{
"epoch": 9.86,
"learning_rate": 3.226666666666667e-05,
"loss": 0.021,
"step": 2100
},
{
"epoch": 10.09,
"learning_rate": 3.171111111111111e-05,
"loss": 0.0199,
"step": 2150
},
{
"epoch": 10.33,
"learning_rate": 3.1155555555555555e-05,
"loss": 0.0132,
"step": 2200
},
{
"epoch": 10.56,
"learning_rate": 3.06e-05,
"loss": 0.02,
"step": 2250
},
{
"epoch": 10.8,
"learning_rate": 3.004444444444445e-05,
"loss": 0.0164,
"step": 2300
},
{
"epoch": 11.03,
"learning_rate": 2.948888888888889e-05,
"loss": 0.0147,
"step": 2350
},
{
"epoch": 11.27,
"learning_rate": 2.8933333333333333e-05,
"loss": 0.0121,
"step": 2400
},
{
"epoch": 11.5,
"learning_rate": 2.837777777777778e-05,
"loss": 0.0129,
"step": 2450
},
{
"epoch": 11.74,
"learning_rate": 2.782222222222222e-05,
"loss": 0.0118,
"step": 2500
},
{
"epoch": 11.74,
"eval_loss": 0.40434157848358154,
"eval_runtime": 348.0717,
"eval_samples_per_second": 4.873,
"eval_steps_per_second": 0.609,
"eval_wer": 28.99331352154532,
"step": 2500
},
{
"epoch": 11.97,
"learning_rate": 2.7266666666666668e-05,
"loss": 0.0138,
"step": 2550
},
{
"epoch": 12.21,
"learning_rate": 2.6711111111111115e-05,
"loss": 0.0075,
"step": 2600
},
{
"epoch": 12.44,
"learning_rate": 2.6155555555555555e-05,
"loss": 0.0081,
"step": 2650
},
{
"epoch": 12.68,
"learning_rate": 2.5600000000000002e-05,
"loss": 0.0087,
"step": 2700
},
{
"epoch": 12.91,
"learning_rate": 2.504444444444445e-05,
"loss": 0.0084,
"step": 2750
},
{
"epoch": 13.15,
"learning_rate": 2.448888888888889e-05,
"loss": 0.0059,
"step": 2800
},
{
"epoch": 13.38,
"learning_rate": 2.3933333333333337e-05,
"loss": 0.006,
"step": 2850
},
{
"epoch": 13.62,
"learning_rate": 2.337777777777778e-05,
"loss": 0.006,
"step": 2900
},
{
"epoch": 13.85,
"learning_rate": 2.282222222222222e-05,
"loss": 0.0073,
"step": 2950
},
{
"epoch": 14.08,
"learning_rate": 2.2266666666666668e-05,
"loss": 0.0053,
"step": 3000
},
{
"epoch": 14.08,
"eval_loss": 0.3968341648578644,
"eval_runtime": 360.6055,
"eval_samples_per_second": 4.703,
"eval_steps_per_second": 0.588,
"eval_wer": 28.593982169390785,
"step": 3000
},
{
"epoch": 14.32,
"learning_rate": 2.1711111111111112e-05,
"loss": 0.0048,
"step": 3050
},
{
"epoch": 14.55,
"learning_rate": 2.1155555555555556e-05,
"loss": 0.0042,
"step": 3100
},
{
"epoch": 14.79,
"learning_rate": 2.06e-05,
"loss": 0.0038,
"step": 3150
},
{
"epoch": 15.02,
"learning_rate": 2.0044444444444446e-05,
"loss": 0.005,
"step": 3200
},
{
"epoch": 15.26,
"learning_rate": 1.948888888888889e-05,
"loss": 0.0029,
"step": 3250
},
{
"epoch": 15.49,
"learning_rate": 1.8933333333333334e-05,
"loss": 0.0067,
"step": 3300
},
{
"epoch": 15.73,
"learning_rate": 1.837777777777778e-05,
"loss": 0.0036,
"step": 3350
},
{
"epoch": 15.96,
"learning_rate": 1.7822222222222225e-05,
"loss": 0.0029,
"step": 3400
},
{
"epoch": 16.2,
"learning_rate": 1.726666666666667e-05,
"loss": 0.0025,
"step": 3450
},
{
"epoch": 16.43,
"learning_rate": 1.6711111111111112e-05,
"loss": 0.0032,
"step": 3500
},
{
"epoch": 16.43,
"eval_loss": 0.3663780689239502,
"eval_runtime": 347.1158,
"eval_samples_per_second": 4.886,
"eval_steps_per_second": 0.611,
"eval_wer": 25.677934621099553,
"step": 3500
},
{
"epoch": 16.67,
"learning_rate": 1.6155555555555556e-05,
"loss": 0.0022,
"step": 3550
},
{
"epoch": 16.9,
"learning_rate": 1.56e-05,
"loss": 0.0017,
"step": 3600
},
{
"epoch": 17.14,
"learning_rate": 1.5044444444444445e-05,
"loss": 0.0025,
"step": 3650
},
{
"epoch": 17.37,
"learning_rate": 1.448888888888889e-05,
"loss": 0.0013,
"step": 3700
},
{
"epoch": 17.61,
"learning_rate": 1.3933333333333334e-05,
"loss": 0.0019,
"step": 3750
},
{
"epoch": 17.84,
"learning_rate": 1.3377777777777778e-05,
"loss": 0.0017,
"step": 3800
},
{
"epoch": 18.08,
"learning_rate": 1.2822222222222222e-05,
"loss": 0.0014,
"step": 3850
},
{
"epoch": 18.31,
"learning_rate": 1.2266666666666667e-05,
"loss": 0.0017,
"step": 3900
},
{
"epoch": 18.54,
"learning_rate": 1.1711111111111111e-05,
"loss": 0.002,
"step": 3950
},
{
"epoch": 18.78,
"learning_rate": 1.1155555555555556e-05,
"loss": 0.0009,
"step": 4000
},
{
"epoch": 18.78,
"eval_loss": 0.366485595703125,
"eval_runtime": 364.7578,
"eval_samples_per_second": 4.65,
"eval_steps_per_second": 0.581,
"eval_wer": 26.2444279346211,
"step": 4000
},
{
"epoch": 19.01,
"learning_rate": 1.06e-05,
"loss": 0.0019,
"step": 4050
},
{
"epoch": 19.25,
"learning_rate": 1.0044444444444446e-05,
"loss": 0.0013,
"step": 4100
},
{
"epoch": 19.48,
"learning_rate": 9.48888888888889e-06,
"loss": 0.0005,
"step": 4150
},
{
"epoch": 19.72,
"learning_rate": 8.933333333333333e-06,
"loss": 0.0011,
"step": 4200
},
{
"epoch": 19.95,
"learning_rate": 8.377777777777779e-06,
"loss": 0.0007,
"step": 4250
},
{
"epoch": 20.19,
"learning_rate": 7.822222222222222e-06,
"loss": 0.0013,
"step": 4300
},
{
"epoch": 20.42,
"learning_rate": 7.266666666666668e-06,
"loss": 0.0004,
"step": 4350
},
{
"epoch": 20.66,
"learning_rate": 6.711111111111111e-06,
"loss": 0.0007,
"step": 4400
},
{
"epoch": 20.89,
"learning_rate": 6.155555555555556e-06,
"loss": 0.0006,
"step": 4450
},
{
"epoch": 21.13,
"learning_rate": 5.600000000000001e-06,
"loss": 0.0003,
"step": 4500
},
{
"epoch": 21.13,
"eval_loss": 0.3619721531867981,
"eval_runtime": 350.8892,
"eval_samples_per_second": 4.833,
"eval_steps_per_second": 0.604,
"eval_wer": 25.28789004457652,
"step": 4500
},
{
"epoch": 21.36,
"learning_rate": 5.044444444444444e-06,
"loss": 0.0005,
"step": 4550
},
{
"epoch": 21.6,
"learning_rate": 4.488888888888889e-06,
"loss": 0.0005,
"step": 4600
},
{
"epoch": 21.83,
"learning_rate": 3.9333333333333335e-06,
"loss": 0.0025,
"step": 4650
},
{
"epoch": 22.07,
"learning_rate": 3.3777777777777777e-06,
"loss": 0.0002,
"step": 4700
},
{
"epoch": 22.3,
"learning_rate": 2.8222222222222223e-06,
"loss": 0.0002,
"step": 4750
},
{
"epoch": 22.54,
"learning_rate": 2.266666666666667e-06,
"loss": 0.0002,
"step": 4800
},
{
"epoch": 22.77,
"learning_rate": 1.7111111111111112e-06,
"loss": 0.0003,
"step": 4850
},
{
"epoch": 23.0,
"learning_rate": 1.1555555555555556e-06,
"loss": 0.0003,
"step": 4900
},
{
"epoch": 23.24,
"learning_rate": 6.000000000000001e-07,
"loss": 0.0002,
"step": 4950
},
{
"epoch": 23.47,
"learning_rate": 4.444444444444445e-08,
"loss": 0.0004,
"step": 5000
},
{
"epoch": 23.47,
"eval_loss": 0.35695433616638184,
"eval_runtime": 359.944,
"eval_samples_per_second": 4.712,
"eval_steps_per_second": 0.589,
"eval_wer": 24.86069836552749,
"step": 5000
},
{
"epoch": 23.47,
"step": 5000,
"total_flos": 2.304700724035584e+19,
"train_loss": 0.08859642370911315,
"train_runtime": 9402.6841,
"train_samples_per_second": 8.508,
"train_steps_per_second": 0.532
}
],
"max_steps": 5000,
"num_train_epochs": 24,
"total_flos": 2.304700724035584e+19,
"trial_name": null,
"trial_params": null
}