whisper-large-v2-et-children / trainer_state.json
agnesluhtaru's picture
End of training
df2a1e4
raw
history blame
11.2 kB
{
"best_metric": 15.541324622856406,
"best_model_checkpoint": "/scratch/project_465000370/asr_children/models/whisper-large-et-clinic/checkpoint-2000",
"epoch": 16.12806403201601,
"global_step": 2000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.2,
"learning_rate": 1.1500000000000002e-06,
"loss": 0.495,
"step": 25
},
{
"epoch": 0.4,
"learning_rate": 2.4000000000000003e-06,
"loss": 0.2703,
"step": 50
},
{
"epoch": 0.6,
"learning_rate": 3.65e-06,
"loss": 0.2068,
"step": 75
},
{
"epoch": 0.8,
"learning_rate": 4.9000000000000005e-06,
"loss": 0.2183,
"step": 100
},
{
"epoch": 1.01,
"learning_rate": 6.15e-06,
"loss": 0.1988,
"step": 125
},
{
"epoch": 1.21,
"learning_rate": 7.4e-06,
"loss": 0.1218,
"step": 150
},
{
"epoch": 1.41,
"learning_rate": 8.65e-06,
"loss": 0.1199,
"step": 175
},
{
"epoch": 1.61,
"learning_rate": 9.9e-06,
"loss": 0.1196,
"step": 200
},
{
"epoch": 1.81,
"learning_rate": 9.872222222222223e-06,
"loss": 0.1177,
"step": 225
},
{
"epoch": 2.02,
"learning_rate": 9.733333333333334e-06,
"loss": 0.1277,
"step": 250
},
{
"epoch": 2.22,
"learning_rate": 9.594444444444445e-06,
"loss": 0.0481,
"step": 275
},
{
"epoch": 2.42,
"learning_rate": 9.455555555555557e-06,
"loss": 0.0542,
"step": 300
},
{
"epoch": 2.62,
"learning_rate": 9.316666666666667e-06,
"loss": 0.06,
"step": 325
},
{
"epoch": 2.82,
"learning_rate": 9.17777777777778e-06,
"loss": 0.0543,
"step": 350
},
{
"epoch": 3.02,
"learning_rate": 9.038888888888889e-06,
"loss": 0.0481,
"step": 375
},
{
"epoch": 3.22,
"learning_rate": 8.900000000000001e-06,
"loss": 0.0238,
"step": 400
},
{
"epoch": 3.42,
"learning_rate": 8.761111111111112e-06,
"loss": 0.0236,
"step": 425
},
{
"epoch": 3.62,
"learning_rate": 8.627777777777778e-06,
"loss": 0.0265,
"step": 450
},
{
"epoch": 3.82,
"learning_rate": 8.48888888888889e-06,
"loss": 0.0277,
"step": 475
},
{
"epoch": 4.03,
"learning_rate": 8.35e-06,
"loss": 0.0278,
"step": 500
},
{
"epoch": 4.03,
"eval_loss": 0.2985570430755615,
"eval_runtime": 2329.8998,
"eval_samples_per_second": 0.552,
"eval_steps_per_second": 0.552,
"eval_wer": 16.99402587355482,
"step": 500
},
{
"epoch": 4.23,
"learning_rate": 8.211111111111112e-06,
"loss": 0.013,
"step": 525
},
{
"epoch": 4.43,
"learning_rate": 8.072222222222223e-06,
"loss": 0.0138,
"step": 550
},
{
"epoch": 4.63,
"learning_rate": 7.933333333333334e-06,
"loss": 0.0165,
"step": 575
},
{
"epoch": 4.83,
"learning_rate": 7.794444444444445e-06,
"loss": 0.0145,
"step": 600
},
{
"epoch": 5.04,
"learning_rate": 7.655555555555556e-06,
"loss": 0.0143,
"step": 625
},
{
"epoch": 5.24,
"learning_rate": 7.516666666666668e-06,
"loss": 0.008,
"step": 650
},
{
"epoch": 5.44,
"learning_rate": 7.377777777777778e-06,
"loss": 0.0103,
"step": 675
},
{
"epoch": 5.64,
"learning_rate": 7.23888888888889e-06,
"loss": 0.0081,
"step": 700
},
{
"epoch": 5.84,
"learning_rate": 7.100000000000001e-06,
"loss": 0.0083,
"step": 725
},
{
"epoch": 6.05,
"learning_rate": 6.9611111111111116e-06,
"loss": 0.0087,
"step": 750
},
{
"epoch": 6.25,
"learning_rate": 6.8222222222222225e-06,
"loss": 0.007,
"step": 775
},
{
"epoch": 6.45,
"learning_rate": 6.683333333333334e-06,
"loss": 0.0054,
"step": 800
},
{
"epoch": 6.65,
"learning_rate": 6.544444444444445e-06,
"loss": 0.0072,
"step": 825
},
{
"epoch": 6.85,
"learning_rate": 6.405555555555556e-06,
"loss": 0.0046,
"step": 850
},
{
"epoch": 7.06,
"learning_rate": 6.266666666666668e-06,
"loss": 0.0053,
"step": 875
},
{
"epoch": 7.26,
"learning_rate": 6.127777777777778e-06,
"loss": 0.0036,
"step": 900
},
{
"epoch": 7.46,
"learning_rate": 5.98888888888889e-06,
"loss": 0.0035,
"step": 925
},
{
"epoch": 7.66,
"learning_rate": 5.85e-06,
"loss": 0.0039,
"step": 950
},
{
"epoch": 7.86,
"learning_rate": 5.711111111111112e-06,
"loss": 0.004,
"step": 975
},
{
"epoch": 8.06,
"learning_rate": 5.572222222222223e-06,
"loss": 0.0037,
"step": 1000
},
{
"epoch": 8.06,
"eval_loss": 0.3382585346698761,
"eval_runtime": 2322.4054,
"eval_samples_per_second": 0.554,
"eval_steps_per_second": 0.554,
"eval_wer": 16.17741866162376,
"step": 1000
},
{
"epoch": 8.26,
"learning_rate": 5.4333333333333335e-06,
"loss": 0.002,
"step": 1025
},
{
"epoch": 8.46,
"learning_rate": 5.294444444444445e-06,
"loss": 0.0036,
"step": 1050
},
{
"epoch": 8.66,
"learning_rate": 5.155555555555556e-06,
"loss": 0.0029,
"step": 1075
},
{
"epoch": 8.86,
"learning_rate": 5.016666666666667e-06,
"loss": 0.0026,
"step": 1100
},
{
"epoch": 9.07,
"learning_rate": 4.877777777777778e-06,
"loss": 0.0023,
"step": 1125
},
{
"epoch": 9.27,
"learning_rate": 4.73888888888889e-06,
"loss": 0.0023,
"step": 1150
},
{
"epoch": 9.47,
"learning_rate": 4.600000000000001e-06,
"loss": 0.0023,
"step": 1175
},
{
"epoch": 9.67,
"learning_rate": 4.461111111111112e-06,
"loss": 0.0019,
"step": 1200
},
{
"epoch": 9.87,
"learning_rate": 4.322222222222223e-06,
"loss": 0.002,
"step": 1225
},
{
"epoch": 10.08,
"learning_rate": 4.183333333333334e-06,
"loss": 0.0017,
"step": 1250
},
{
"epoch": 10.28,
"learning_rate": 4.044444444444445e-06,
"loss": 0.0014,
"step": 1275
},
{
"epoch": 10.48,
"learning_rate": 3.9055555555555555e-06,
"loss": 0.0021,
"step": 1300
},
{
"epoch": 10.68,
"learning_rate": 3.766666666666667e-06,
"loss": 0.0017,
"step": 1325
},
{
"epoch": 10.88,
"learning_rate": 3.627777777777778e-06,
"loss": 0.0024,
"step": 1350
},
{
"epoch": 11.09,
"learning_rate": 3.4888888888888896e-06,
"loss": 0.0015,
"step": 1375
},
{
"epoch": 11.29,
"learning_rate": 3.3500000000000005e-06,
"loss": 0.0012,
"step": 1400
},
{
"epoch": 11.49,
"learning_rate": 3.2111111111111115e-06,
"loss": 0.0012,
"step": 1425
},
{
"epoch": 11.69,
"learning_rate": 3.0722222222222224e-06,
"loss": 0.0017,
"step": 1450
},
{
"epoch": 11.89,
"learning_rate": 2.9333333333333338e-06,
"loss": 0.0022,
"step": 1475
},
{
"epoch": 12.1,
"learning_rate": 2.7944444444444447e-06,
"loss": 0.0017,
"step": 1500
},
{
"epoch": 12.1,
"eval_loss": 0.3618781566619873,
"eval_runtime": 2327.1444,
"eval_samples_per_second": 0.553,
"eval_steps_per_second": 0.553,
"eval_wer": 15.803498517213221,
"step": 1500
},
{
"epoch": 12.3,
"learning_rate": 2.6555555555555556e-06,
"loss": 0.0012,
"step": 1525
},
{
"epoch": 12.5,
"learning_rate": 2.5166666666666666e-06,
"loss": 0.0016,
"step": 1550
},
{
"epoch": 12.7,
"learning_rate": 2.377777777777778e-06,
"loss": 0.0016,
"step": 1575
},
{
"epoch": 12.9,
"learning_rate": 2.238888888888889e-06,
"loss": 0.0012,
"step": 1600
},
{
"epoch": 13.1,
"learning_rate": 2.1000000000000002e-06,
"loss": 0.0012,
"step": 1625
},
{
"epoch": 13.3,
"learning_rate": 1.9611111111111116e-06,
"loss": 0.0011,
"step": 1650
},
{
"epoch": 13.5,
"learning_rate": 1.8222222222222225e-06,
"loss": 0.0014,
"step": 1675
},
{
"epoch": 13.7,
"learning_rate": 1.6833333333333335e-06,
"loss": 0.0012,
"step": 1700
},
{
"epoch": 13.9,
"learning_rate": 1.5444444444444446e-06,
"loss": 0.0013,
"step": 1725
},
{
"epoch": 14.11,
"learning_rate": 1.4055555555555555e-06,
"loss": 0.0013,
"step": 1750
},
{
"epoch": 14.31,
"learning_rate": 1.2666666666666669e-06,
"loss": 0.0012,
"step": 1775
},
{
"epoch": 14.51,
"learning_rate": 1.1277777777777778e-06,
"loss": 0.001,
"step": 1800
},
{
"epoch": 14.71,
"learning_rate": 9.88888888888889e-07,
"loss": 0.001,
"step": 1825
},
{
"epoch": 14.91,
"learning_rate": 8.500000000000001e-07,
"loss": 0.0011,
"step": 1850
},
{
"epoch": 15.12,
"learning_rate": 7.111111111111112e-07,
"loss": 0.0011,
"step": 1875
},
{
"epoch": 15.32,
"learning_rate": 5.722222222222223e-07,
"loss": 0.001,
"step": 1900
},
{
"epoch": 15.52,
"learning_rate": 4.333333333333334e-07,
"loss": 0.0009,
"step": 1925
},
{
"epoch": 15.72,
"learning_rate": 2.9444444444444444e-07,
"loss": 0.0012,
"step": 1950
},
{
"epoch": 15.92,
"learning_rate": 1.5555555555555556e-07,
"loss": 0.0012,
"step": 1975
},
{
"epoch": 16.13,
"learning_rate": 1.666666666666667e-08,
"loss": 0.0008,
"step": 2000
},
{
"epoch": 16.13,
"eval_loss": 0.3861992359161377,
"eval_runtime": 2318.6816,
"eval_samples_per_second": 0.555,
"eval_steps_per_second": 0.555,
"eval_wer": 15.541324622856406,
"step": 2000
},
{
"epoch": 16.13,
"step": 2000,
"total_flos": 1.36902067421184e+20,
"train_loss": 0.032722438401542604,
"train_runtime": 36967.2072,
"train_samples_per_second": 1.731,
"train_steps_per_second": 0.054
}
],
"max_steps": 2000,
"num_train_epochs": 17,
"total_flos": 1.36902067421184e+20,
"trial_name": null,
"trial_params": null
}