whisper-large-v2-et-children / trainer_state.json
agnesluhtaru's picture
End of training
32feac1
{
"best_metric": 15.558516353633904,
"best_model_checkpoint": "/scratch/project_465000370/asr_children/models/whisper-large-et-clinic/checkpoint-1500",
"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": 1.2000000000000002e-06,
"loss": 0.5006,
"step": 25
},
{
"epoch": 0.4,
"learning_rate": 2.4000000000000003e-06,
"loss": 0.2673,
"step": 50
},
{
"epoch": 0.6,
"learning_rate": 3.6000000000000003e-06,
"loss": 0.2076,
"step": 75
},
{
"epoch": 0.8,
"learning_rate": 4.85e-06,
"loss": 0.2199,
"step": 100
},
{
"epoch": 1.01,
"learning_rate": 6.1e-06,
"loss": 0.2007,
"step": 125
},
{
"epoch": 1.21,
"learning_rate": 7.350000000000001e-06,
"loss": 0.1242,
"step": 150
},
{
"epoch": 1.41,
"learning_rate": 8.6e-06,
"loss": 0.1211,
"step": 175
},
{
"epoch": 1.61,
"learning_rate": 9.85e-06,
"loss": 0.1206,
"step": 200
},
{
"epoch": 1.81,
"learning_rate": 9.877777777777778e-06,
"loss": 0.1183,
"step": 225
},
{
"epoch": 2.02,
"learning_rate": 9.73888888888889e-06,
"loss": 0.1292,
"step": 250
},
{
"epoch": 2.22,
"learning_rate": 9.605555555555556e-06,
"loss": 0.049,
"step": 275
},
{
"epoch": 2.42,
"learning_rate": 9.466666666666667e-06,
"loss": 0.0546,
"step": 300
},
{
"epoch": 2.62,
"learning_rate": 9.32777777777778e-06,
"loss": 0.0605,
"step": 325
},
{
"epoch": 2.82,
"learning_rate": 9.188888888888889e-06,
"loss": 0.0569,
"step": 350
},
{
"epoch": 3.02,
"learning_rate": 9.050000000000001e-06,
"loss": 0.0469,
"step": 375
},
{
"epoch": 3.22,
"learning_rate": 8.91111111111111e-06,
"loss": 0.0267,
"step": 400
},
{
"epoch": 3.42,
"learning_rate": 8.772222222222223e-06,
"loss": 0.0254,
"step": 425
},
{
"epoch": 3.62,
"learning_rate": 8.633333333333334e-06,
"loss": 0.0272,
"step": 450
},
{
"epoch": 3.82,
"learning_rate": 8.494444444444445e-06,
"loss": 0.0274,
"step": 475
},
{
"epoch": 4.03,
"learning_rate": 8.355555555555556e-06,
"loss": 0.0302,
"step": 500
},
{
"epoch": 4.03,
"eval_loss": 0.2971087098121643,
"eval_runtime": 2340.0934,
"eval_samples_per_second": 0.55,
"eval_steps_per_second": 0.55,
"eval_wer": 16.289164911677485,
"step": 500
},
{
"epoch": 4.23,
"learning_rate": 8.216666666666667e-06,
"loss": 0.0143,
"step": 525
},
{
"epoch": 4.43,
"learning_rate": 8.077777777777778e-06,
"loss": 0.0142,
"step": 550
},
{
"epoch": 4.63,
"learning_rate": 7.938888888888889e-06,
"loss": 0.0159,
"step": 575
},
{
"epoch": 4.83,
"learning_rate": 7.800000000000002e-06,
"loss": 0.0144,
"step": 600
},
{
"epoch": 5.04,
"learning_rate": 7.66111111111111e-06,
"loss": 0.0137,
"step": 625
},
{
"epoch": 5.24,
"learning_rate": 7.5222222222222226e-06,
"loss": 0.0094,
"step": 650
},
{
"epoch": 5.44,
"learning_rate": 7.3833333333333335e-06,
"loss": 0.0103,
"step": 675
},
{
"epoch": 5.64,
"learning_rate": 7.244444444444445e-06,
"loss": 0.0095,
"step": 700
},
{
"epoch": 5.84,
"learning_rate": 7.105555555555556e-06,
"loss": 0.009,
"step": 725
},
{
"epoch": 6.05,
"learning_rate": 6.966666666666667e-06,
"loss": 0.0088,
"step": 750
},
{
"epoch": 6.25,
"learning_rate": 6.827777777777779e-06,
"loss": 0.0065,
"step": 775
},
{
"epoch": 6.45,
"learning_rate": 6.688888888888889e-06,
"loss": 0.0055,
"step": 800
},
{
"epoch": 6.65,
"learning_rate": 6.550000000000001e-06,
"loss": 0.0074,
"step": 825
},
{
"epoch": 6.85,
"learning_rate": 6.411111111111111e-06,
"loss": 0.0049,
"step": 850
},
{
"epoch": 7.06,
"learning_rate": 6.272222222222223e-06,
"loss": 0.0052,
"step": 875
},
{
"epoch": 7.26,
"learning_rate": 6.133333333333334e-06,
"loss": 0.0037,
"step": 900
},
{
"epoch": 7.46,
"learning_rate": 5.9944444444444446e-06,
"loss": 0.0034,
"step": 925
},
{
"epoch": 7.66,
"learning_rate": 5.855555555555556e-06,
"loss": 0.0032,
"step": 950
},
{
"epoch": 7.86,
"learning_rate": 5.716666666666667e-06,
"loss": 0.0035,
"step": 975
},
{
"epoch": 8.06,
"learning_rate": 5.577777777777778e-06,
"loss": 0.0042,
"step": 1000
},
{
"epoch": 8.06,
"eval_loss": 0.3406260907649994,
"eval_runtime": 2343.2491,
"eval_samples_per_second": 0.549,
"eval_steps_per_second": 0.549,
"eval_wer": 15.855073709545708,
"step": 1000
},
{
"epoch": 8.26,
"learning_rate": 5.438888888888889e-06,
"loss": 0.0023,
"step": 1025
},
{
"epoch": 8.46,
"learning_rate": 5.300000000000001e-06,
"loss": 0.0036,
"step": 1050
},
{
"epoch": 8.66,
"learning_rate": 5.161111111111111e-06,
"loss": 0.0027,
"step": 1075
},
{
"epoch": 8.86,
"learning_rate": 5.022222222222223e-06,
"loss": 0.0027,
"step": 1100
},
{
"epoch": 9.07,
"learning_rate": 4.883333333333334e-06,
"loss": 0.002,
"step": 1125
},
{
"epoch": 9.27,
"learning_rate": 4.744444444444445e-06,
"loss": 0.0022,
"step": 1150
},
{
"epoch": 9.47,
"learning_rate": 4.605555555555556e-06,
"loss": 0.002,
"step": 1175
},
{
"epoch": 9.67,
"learning_rate": 4.4666666666666665e-06,
"loss": 0.0019,
"step": 1200
},
{
"epoch": 9.87,
"learning_rate": 4.327777777777778e-06,
"loss": 0.0019,
"step": 1225
},
{
"epoch": 10.08,
"learning_rate": 4.188888888888889e-06,
"loss": 0.0017,
"step": 1250
},
{
"epoch": 10.28,
"learning_rate": 4.05e-06,
"loss": 0.0013,
"step": 1275
},
{
"epoch": 10.48,
"learning_rate": 3.911111111111112e-06,
"loss": 0.0026,
"step": 1300
},
{
"epoch": 10.68,
"learning_rate": 3.7722222222222225e-06,
"loss": 0.0018,
"step": 1325
},
{
"epoch": 10.88,
"learning_rate": 3.633333333333334e-06,
"loss": 0.0024,
"step": 1350
},
{
"epoch": 11.09,
"learning_rate": 3.4944444444444448e-06,
"loss": 0.0015,
"step": 1375
},
{
"epoch": 11.29,
"learning_rate": 3.3555555555555557e-06,
"loss": 0.0012,
"step": 1400
},
{
"epoch": 11.49,
"learning_rate": 3.2166666666666666e-06,
"loss": 0.0012,
"step": 1425
},
{
"epoch": 11.69,
"learning_rate": 3.077777777777778e-06,
"loss": 0.0017,
"step": 1450
},
{
"epoch": 11.89,
"learning_rate": 2.938888888888889e-06,
"loss": 0.0019,
"step": 1475
},
{
"epoch": 12.1,
"learning_rate": 2.8000000000000003e-06,
"loss": 0.0017,
"step": 1500
},
{
"epoch": 12.1,
"eval_loss": 0.37141528725624084,
"eval_runtime": 2358.6091,
"eval_samples_per_second": 0.545,
"eval_steps_per_second": 0.545,
"eval_wer": 15.558516353633904,
"step": 1500
},
{
"epoch": 12.3,
"learning_rate": 2.6611111111111117e-06,
"loss": 0.0012,
"step": 1525
},
{
"epoch": 12.5,
"learning_rate": 2.5222222222222226e-06,
"loss": 0.0016,
"step": 1550
},
{
"epoch": 12.7,
"learning_rate": 2.3833333333333335e-06,
"loss": 0.0016,
"step": 1575
},
{
"epoch": 12.9,
"learning_rate": 2.2444444444444445e-06,
"loss": 0.0011,
"step": 1600
},
{
"epoch": 13.1,
"learning_rate": 2.105555555555556e-06,
"loss": 0.0012,
"step": 1625
},
{
"epoch": 13.3,
"learning_rate": 1.9666666666666668e-06,
"loss": 0.0011,
"step": 1650
},
{
"epoch": 13.5,
"learning_rate": 1.8277777777777781e-06,
"loss": 0.0014,
"step": 1675
},
{
"epoch": 13.7,
"learning_rate": 1.688888888888889e-06,
"loss": 0.0011,
"step": 1700
},
{
"epoch": 13.9,
"learning_rate": 1.5500000000000002e-06,
"loss": 0.0014,
"step": 1725
},
{
"epoch": 14.11,
"learning_rate": 1.4111111111111111e-06,
"loss": 0.0013,
"step": 1750
},
{
"epoch": 14.31,
"learning_rate": 1.2722222222222223e-06,
"loss": 0.0012,
"step": 1775
},
{
"epoch": 14.51,
"learning_rate": 1.1333333333333334e-06,
"loss": 0.001,
"step": 1800
},
{
"epoch": 14.71,
"learning_rate": 9.944444444444446e-07,
"loss": 0.001,
"step": 1825
},
{
"epoch": 14.91,
"learning_rate": 8.555555555555556e-07,
"loss": 0.0012,
"step": 1850
},
{
"epoch": 15.12,
"learning_rate": 7.166666666666668e-07,
"loss": 0.0011,
"step": 1875
},
{
"epoch": 15.32,
"learning_rate": 5.777777777777778e-07,
"loss": 0.0011,
"step": 1900
},
{
"epoch": 15.52,
"learning_rate": 4.388888888888889e-07,
"loss": 0.0009,
"step": 1925
},
{
"epoch": 15.72,
"learning_rate": 3.0000000000000004e-07,
"loss": 0.0012,
"step": 1950
},
{
"epoch": 15.92,
"learning_rate": 1.6111111111111113e-07,
"loss": 0.0012,
"step": 1975
},
{
"epoch": 16.13,
"learning_rate": 2.2222222222222224e-08,
"loss": 0.0009,
"step": 2000
},
{
"epoch": 16.13,
"eval_loss": 0.393410325050354,
"eval_runtime": 2357.7409,
"eval_samples_per_second": 0.545,
"eval_steps_per_second": 0.545,
"eval_wer": 15.644475007521383,
"step": 2000
},
{
"epoch": 16.13,
"step": 2000,
"total_flos": 1.36902067421184e+20,
"train_loss": 0.03306677715945989,
"train_runtime": 38266.3528,
"train_samples_per_second": 1.672,
"train_steps_per_second": 0.052
}
],
"max_steps": 2000,
"num_train_epochs": 17,
"total_flos": 1.36902067421184e+20,
"trial_name": null,
"trial_params": null
}