ID2223_Lab2_Whisper_SV / trainer_state.json
khalidey's picture
Upload 9 files
ce12c58
raw
history blame contribute delete
No virus
20.4 kB
{
"best_metric": 19.894598155467722,
"best_model_checkpoint": "/content/gdrive/MyDrive/Whisper_Checkpoints/checkpoint-4000",
"epoch": 5.174644243208279,
"global_step": 4000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 4.2000000000000006e-07,
"loss": 4.2747,
"step": 25
},
{
"epoch": 0.06,
"learning_rate": 9.200000000000001e-07,
"loss": 3.4782,
"step": 50
},
{
"epoch": 0.1,
"learning_rate": 1.42e-06,
"loss": 2.4424,
"step": 75
},
{
"epoch": 0.13,
"learning_rate": 1.9200000000000003e-06,
"loss": 1.4339,
"step": 100
},
{
"epoch": 0.16,
"learning_rate": 2.42e-06,
"loss": 1.1695,
"step": 125
},
{
"epoch": 0.19,
"learning_rate": 2.92e-06,
"loss": 1.0811,
"step": 150
},
{
"epoch": 0.23,
"learning_rate": 3.4200000000000007e-06,
"loss": 0.9162,
"step": 175
},
{
"epoch": 0.26,
"learning_rate": 3.920000000000001e-06,
"loss": 0.8637,
"step": 200
},
{
"epoch": 0.29,
"learning_rate": 4.42e-06,
"loss": 0.7423,
"step": 225
},
{
"epoch": 0.32,
"learning_rate": 4.92e-06,
"loss": 0.6393,
"step": 250
},
{
"epoch": 0.36,
"learning_rate": 5.420000000000001e-06,
"loss": 0.4363,
"step": 275
},
{
"epoch": 0.39,
"learning_rate": 5.92e-06,
"loss": 0.3485,
"step": 300
},
{
"epoch": 0.42,
"learning_rate": 6.42e-06,
"loss": 0.2951,
"step": 325
},
{
"epoch": 0.45,
"learning_rate": 6.92e-06,
"loss": 0.3216,
"step": 350
},
{
"epoch": 0.49,
"learning_rate": 7.420000000000001e-06,
"loss": 0.2954,
"step": 375
},
{
"epoch": 0.52,
"learning_rate": 7.92e-06,
"loss": 0.317,
"step": 400
},
{
"epoch": 0.55,
"learning_rate": 8.42e-06,
"loss": 0.3122,
"step": 425
},
{
"epoch": 0.58,
"learning_rate": 8.920000000000001e-06,
"loss": 0.3339,
"step": 450
},
{
"epoch": 0.61,
"learning_rate": 9.42e-06,
"loss": 0.2815,
"step": 475
},
{
"epoch": 0.65,
"learning_rate": 9.920000000000002e-06,
"loss": 0.3144,
"step": 500
},
{
"epoch": 0.68,
"learning_rate": 9.940000000000001e-06,
"loss": 0.2778,
"step": 525
},
{
"epoch": 0.71,
"learning_rate": 9.86857142857143e-06,
"loss": 0.3041,
"step": 550
},
{
"epoch": 0.74,
"learning_rate": 9.797142857142858e-06,
"loss": 0.3016,
"step": 575
},
{
"epoch": 0.78,
"learning_rate": 9.725714285714287e-06,
"loss": 0.2984,
"step": 600
},
{
"epoch": 0.81,
"learning_rate": 9.654285714285716e-06,
"loss": 0.2963,
"step": 625
},
{
"epoch": 0.84,
"learning_rate": 9.582857142857143e-06,
"loss": 0.2958,
"step": 650
},
{
"epoch": 0.87,
"learning_rate": 9.511428571428572e-06,
"loss": 0.2896,
"step": 675
},
{
"epoch": 0.91,
"learning_rate": 9.440000000000001e-06,
"loss": 0.2663,
"step": 700
},
{
"epoch": 0.94,
"learning_rate": 9.368571428571428e-06,
"loss": 0.2612,
"step": 725
},
{
"epoch": 0.97,
"learning_rate": 9.297142857142857e-06,
"loss": 0.2912,
"step": 750
},
{
"epoch": 1.0,
"learning_rate": 9.225714285714286e-06,
"loss": 0.2776,
"step": 775
},
{
"epoch": 1.03,
"learning_rate": 9.154285714285715e-06,
"loss": 0.1359,
"step": 800
},
{
"epoch": 1.07,
"learning_rate": 9.082857142857143e-06,
"loss": 0.1632,
"step": 825
},
{
"epoch": 1.1,
"learning_rate": 9.011428571428572e-06,
"loss": 0.1571,
"step": 850
},
{
"epoch": 1.13,
"learning_rate": 8.94e-06,
"loss": 0.137,
"step": 875
},
{
"epoch": 1.16,
"learning_rate": 8.86857142857143e-06,
"loss": 0.1373,
"step": 900
},
{
"epoch": 1.2,
"learning_rate": 8.797142857142857e-06,
"loss": 0.145,
"step": 925
},
{
"epoch": 1.23,
"learning_rate": 8.725714285714286e-06,
"loss": 0.1627,
"step": 950
},
{
"epoch": 1.26,
"learning_rate": 8.654285714285715e-06,
"loss": 0.1561,
"step": 975
},
{
"epoch": 1.29,
"learning_rate": 8.582857142857144e-06,
"loss": 0.1321,
"step": 1000
},
{
"epoch": 1.29,
"eval_loss": 0.2980383336544037,
"eval_runtime": 1963.1004,
"eval_samples_per_second": 2.582,
"eval_steps_per_second": 0.323,
"eval_wer": 21.55629050038988,
"step": 1000
},
{
"epoch": 1.33,
"learning_rate": 8.511428571428571e-06,
"loss": 0.1477,
"step": 1025
},
{
"epoch": 1.36,
"learning_rate": 8.44e-06,
"loss": 0.1378,
"step": 1050
},
{
"epoch": 1.39,
"learning_rate": 8.36857142857143e-06,
"loss": 0.1354,
"step": 1075
},
{
"epoch": 1.42,
"learning_rate": 8.297142857142859e-06,
"loss": 0.1352,
"step": 1100
},
{
"epoch": 1.46,
"learning_rate": 8.225714285714288e-06,
"loss": 0.1456,
"step": 1125
},
{
"epoch": 1.49,
"learning_rate": 8.154285714285715e-06,
"loss": 0.1386,
"step": 1150
},
{
"epoch": 1.52,
"learning_rate": 8.082857142857144e-06,
"loss": 0.1366,
"step": 1175
},
{
"epoch": 1.55,
"learning_rate": 8.011428571428573e-06,
"loss": 0.1509,
"step": 1200
},
{
"epoch": 1.58,
"learning_rate": 7.94e-06,
"loss": 0.136,
"step": 1225
},
{
"epoch": 1.62,
"learning_rate": 7.86857142857143e-06,
"loss": 0.1488,
"step": 1250
},
{
"epoch": 1.65,
"learning_rate": 7.797142857142858e-06,
"loss": 0.1662,
"step": 1275
},
{
"epoch": 1.68,
"learning_rate": 7.725714285714286e-06,
"loss": 0.1505,
"step": 1300
},
{
"epoch": 1.71,
"learning_rate": 7.654285714285715e-06,
"loss": 0.1431,
"step": 1325
},
{
"epoch": 1.75,
"learning_rate": 7.5828571428571444e-06,
"loss": 0.1263,
"step": 1350
},
{
"epoch": 1.78,
"learning_rate": 7.511428571428572e-06,
"loss": 0.132,
"step": 1375
},
{
"epoch": 1.81,
"learning_rate": 7.440000000000001e-06,
"loss": 0.1429,
"step": 1400
},
{
"epoch": 1.84,
"learning_rate": 7.36857142857143e-06,
"loss": 0.1398,
"step": 1425
},
{
"epoch": 1.88,
"learning_rate": 7.297142857142858e-06,
"loss": 0.1467,
"step": 1450
},
{
"epoch": 1.91,
"learning_rate": 7.225714285714286e-06,
"loss": 0.146,
"step": 1475
},
{
"epoch": 1.94,
"learning_rate": 7.154285714285715e-06,
"loss": 0.1318,
"step": 1500
},
{
"epoch": 1.97,
"learning_rate": 7.082857142857143e-06,
"loss": 0.1365,
"step": 1525
},
{
"epoch": 2.01,
"learning_rate": 7.011428571428572e-06,
"loss": 0.1236,
"step": 1550
},
{
"epoch": 2.04,
"learning_rate": 6.9400000000000005e-06,
"loss": 0.049,
"step": 1575
},
{
"epoch": 2.07,
"learning_rate": 6.868571428571429e-06,
"loss": 0.0512,
"step": 1600
},
{
"epoch": 2.1,
"learning_rate": 6.797142857142858e-06,
"loss": 0.0499,
"step": 1625
},
{
"epoch": 2.13,
"learning_rate": 6.725714285714287e-06,
"loss": 0.0477,
"step": 1650
},
{
"epoch": 2.17,
"learning_rate": 6.654285714285716e-06,
"loss": 0.0539,
"step": 1675
},
{
"epoch": 2.2,
"learning_rate": 6.582857142857143e-06,
"loss": 0.0502,
"step": 1700
},
{
"epoch": 2.23,
"learning_rate": 6.511428571428572e-06,
"loss": 0.0572,
"step": 1725
},
{
"epoch": 2.26,
"learning_rate": 6.440000000000001e-06,
"loss": 0.0555,
"step": 1750
},
{
"epoch": 2.3,
"learning_rate": 6.368571428571429e-06,
"loss": 0.0568,
"step": 1775
},
{
"epoch": 2.33,
"learning_rate": 6.297142857142857e-06,
"loss": 0.053,
"step": 1800
},
{
"epoch": 2.36,
"learning_rate": 6.225714285714286e-06,
"loss": 0.0501,
"step": 1825
},
{
"epoch": 2.39,
"learning_rate": 6.1542857142857145e-06,
"loss": 0.0521,
"step": 1850
},
{
"epoch": 2.43,
"learning_rate": 6.0828571428571435e-06,
"loss": 0.0518,
"step": 1875
},
{
"epoch": 2.46,
"learning_rate": 6.011428571428572e-06,
"loss": 0.0537,
"step": 1900
},
{
"epoch": 2.49,
"learning_rate": 5.94e-06,
"loss": 0.0554,
"step": 1925
},
{
"epoch": 2.52,
"learning_rate": 5.868571428571429e-06,
"loss": 0.0515,
"step": 1950
},
{
"epoch": 2.55,
"learning_rate": 5.797142857142858e-06,
"loss": 0.0548,
"step": 1975
},
{
"epoch": 2.59,
"learning_rate": 5.725714285714287e-06,
"loss": 0.052,
"step": 2000
},
{
"epoch": 2.59,
"eval_loss": 0.2855091094970703,
"eval_runtime": 1971.7129,
"eval_samples_per_second": 2.571,
"eval_steps_per_second": 0.322,
"eval_wer": 20.332876233497352,
"step": 2000
},
{
"epoch": 2.62,
"learning_rate": 5.654285714285714e-06,
"loss": 0.0519,
"step": 2025
},
{
"epoch": 2.65,
"learning_rate": 5.582857142857143e-06,
"loss": 0.0507,
"step": 2050
},
{
"epoch": 2.68,
"learning_rate": 5.511428571428572e-06,
"loss": 0.0524,
"step": 2075
},
{
"epoch": 2.72,
"learning_rate": 5.4400000000000004e-06,
"loss": 0.0591,
"step": 2100
},
{
"epoch": 2.75,
"learning_rate": 5.368571428571429e-06,
"loss": 0.049,
"step": 2125
},
{
"epoch": 2.78,
"learning_rate": 5.297142857142858e-06,
"loss": 0.0476,
"step": 2150
},
{
"epoch": 2.81,
"learning_rate": 5.225714285714286e-06,
"loss": 0.0448,
"step": 2175
},
{
"epoch": 2.85,
"learning_rate": 5.154285714285715e-06,
"loss": 0.0549,
"step": 2200
},
{
"epoch": 2.88,
"learning_rate": 5.082857142857144e-06,
"loss": 0.0449,
"step": 2225
},
{
"epoch": 2.91,
"learning_rate": 5.011428571428571e-06,
"loss": 0.0512,
"step": 2250
},
{
"epoch": 2.94,
"learning_rate": 4.94e-06,
"loss": 0.0499,
"step": 2275
},
{
"epoch": 2.98,
"learning_rate": 4.868571428571429e-06,
"loss": 0.0513,
"step": 2300
},
{
"epoch": 3.01,
"learning_rate": 4.797142857142857e-06,
"loss": 0.0508,
"step": 2325
},
{
"epoch": 3.04,
"learning_rate": 4.725714285714286e-06,
"loss": 0.0245,
"step": 2350
},
{
"epoch": 3.07,
"learning_rate": 4.6542857142857145e-06,
"loss": 0.0221,
"step": 2375
},
{
"epoch": 3.1,
"learning_rate": 4.5828571428571435e-06,
"loss": 0.0194,
"step": 2400
},
{
"epoch": 3.14,
"learning_rate": 4.511428571428572e-06,
"loss": 0.0243,
"step": 2425
},
{
"epoch": 3.17,
"learning_rate": 4.440000000000001e-06,
"loss": 0.0192,
"step": 2450
},
{
"epoch": 3.2,
"learning_rate": 4.368571428571429e-06,
"loss": 0.0178,
"step": 2475
},
{
"epoch": 3.23,
"learning_rate": 4.297142857142858e-06,
"loss": 0.0203,
"step": 2500
},
{
"epoch": 3.27,
"learning_rate": 4.225714285714286e-06,
"loss": 0.0268,
"step": 2525
},
{
"epoch": 3.3,
"learning_rate": 4.154285714285714e-06,
"loss": 0.022,
"step": 2550
},
{
"epoch": 3.33,
"learning_rate": 4.082857142857143e-06,
"loss": 0.0201,
"step": 2575
},
{
"epoch": 3.36,
"learning_rate": 4.011428571428571e-06,
"loss": 0.0232,
"step": 2600
},
{
"epoch": 3.4,
"learning_rate": 3.94e-06,
"loss": 0.0211,
"step": 2625
},
{
"epoch": 3.43,
"learning_rate": 3.8685714285714286e-06,
"loss": 0.0191,
"step": 2650
},
{
"epoch": 3.46,
"learning_rate": 3.7971428571428576e-06,
"loss": 0.0222,
"step": 2675
},
{
"epoch": 3.49,
"learning_rate": 3.7257142857142857e-06,
"loss": 0.0251,
"step": 2700
},
{
"epoch": 3.53,
"learning_rate": 3.6542857142857148e-06,
"loss": 0.0211,
"step": 2725
},
{
"epoch": 3.56,
"learning_rate": 3.582857142857143e-06,
"loss": 0.02,
"step": 2750
},
{
"epoch": 3.59,
"learning_rate": 3.511428571428572e-06,
"loss": 0.0214,
"step": 2775
},
{
"epoch": 3.62,
"learning_rate": 3.44e-06,
"loss": 0.022,
"step": 2800
},
{
"epoch": 3.65,
"learning_rate": 3.3685714285714287e-06,
"loss": 0.0173,
"step": 2825
},
{
"epoch": 3.69,
"learning_rate": 3.2971428571428577e-06,
"loss": 0.021,
"step": 2850
},
{
"epoch": 3.72,
"learning_rate": 3.225714285714286e-06,
"loss": 0.0203,
"step": 2875
},
{
"epoch": 3.75,
"learning_rate": 3.154285714285715e-06,
"loss": 0.0205,
"step": 2900
},
{
"epoch": 3.78,
"learning_rate": 3.082857142857143e-06,
"loss": 0.019,
"step": 2925
},
{
"epoch": 3.82,
"learning_rate": 3.0114285714285716e-06,
"loss": 0.0206,
"step": 2950
},
{
"epoch": 3.85,
"learning_rate": 2.9400000000000002e-06,
"loss": 0.0164,
"step": 2975
},
{
"epoch": 3.88,
"learning_rate": 2.868571428571429e-06,
"loss": 0.0174,
"step": 3000
},
{
"epoch": 3.88,
"eval_loss": 0.30105218291282654,
"eval_runtime": 2038.4412,
"eval_samples_per_second": 2.487,
"eval_steps_per_second": 0.311,
"eval_wer": 19.994084590357883,
"step": 3000
},
{
"epoch": 3.91,
"learning_rate": 2.797142857142857e-06,
"loss": 0.019,
"step": 3025
},
{
"epoch": 3.95,
"learning_rate": 2.725714285714286e-06,
"loss": 0.019,
"step": 3050
},
{
"epoch": 3.98,
"learning_rate": 2.654285714285714e-06,
"loss": 0.0194,
"step": 3075
},
{
"epoch": 4.01,
"learning_rate": 2.582857142857143e-06,
"loss": 0.0166,
"step": 3100
},
{
"epoch": 4.04,
"learning_rate": 2.5114285714285718e-06,
"loss": 0.0078,
"step": 3125
},
{
"epoch": 4.08,
"learning_rate": 2.4400000000000004e-06,
"loss": 0.008,
"step": 3150
},
{
"epoch": 4.11,
"learning_rate": 2.3685714285714285e-06,
"loss": 0.0088,
"step": 3175
},
{
"epoch": 4.14,
"learning_rate": 2.297142857142857e-06,
"loss": 0.0086,
"step": 3200
},
{
"epoch": 4.17,
"learning_rate": 2.2257142857142857e-06,
"loss": 0.0093,
"step": 3225
},
{
"epoch": 4.2,
"learning_rate": 2.1542857142857147e-06,
"loss": 0.0086,
"step": 3250
},
{
"epoch": 4.24,
"learning_rate": 2.0828571428571433e-06,
"loss": 0.0083,
"step": 3275
},
{
"epoch": 4.27,
"learning_rate": 2.0114285714285715e-06,
"loss": 0.0083,
"step": 3300
},
{
"epoch": 4.3,
"learning_rate": 1.94e-06,
"loss": 0.0072,
"step": 3325
},
{
"epoch": 4.33,
"learning_rate": 1.8685714285714289e-06,
"loss": 0.0073,
"step": 3350
},
{
"epoch": 4.37,
"learning_rate": 1.7971428571428572e-06,
"loss": 0.007,
"step": 3375
},
{
"epoch": 4.4,
"learning_rate": 1.7257142857142858e-06,
"loss": 0.0086,
"step": 3400
},
{
"epoch": 4.43,
"learning_rate": 1.6542857142857144e-06,
"loss": 0.007,
"step": 3425
},
{
"epoch": 4.46,
"learning_rate": 1.582857142857143e-06,
"loss": 0.0066,
"step": 3450
},
{
"epoch": 4.5,
"learning_rate": 1.5114285714285714e-06,
"loss": 0.0089,
"step": 3475
},
{
"epoch": 4.53,
"learning_rate": 1.44e-06,
"loss": 0.0083,
"step": 3500
},
{
"epoch": 4.56,
"learning_rate": 1.3685714285714286e-06,
"loss": 0.0084,
"step": 3525
},
{
"epoch": 4.59,
"learning_rate": 1.2971428571428574e-06,
"loss": 0.008,
"step": 3550
},
{
"epoch": 4.62,
"learning_rate": 1.2257142857142857e-06,
"loss": 0.0079,
"step": 3575
},
{
"epoch": 4.66,
"learning_rate": 1.1542857142857143e-06,
"loss": 0.0075,
"step": 3600
},
{
"epoch": 4.69,
"learning_rate": 1.082857142857143e-06,
"loss": 0.0078,
"step": 3625
},
{
"epoch": 4.72,
"learning_rate": 1.0114285714285715e-06,
"loss": 0.0077,
"step": 3650
},
{
"epoch": 4.75,
"learning_rate": 9.400000000000001e-07,
"loss": 0.0079,
"step": 3675
},
{
"epoch": 4.79,
"learning_rate": 8.685714285714286e-07,
"loss": 0.0066,
"step": 3700
},
{
"epoch": 4.82,
"learning_rate": 7.971428571428572e-07,
"loss": 0.0079,
"step": 3725
},
{
"epoch": 4.85,
"learning_rate": 7.257142857142857e-07,
"loss": 0.0078,
"step": 3750
},
{
"epoch": 4.88,
"learning_rate": 6.542857142857144e-07,
"loss": 0.0072,
"step": 3775
},
{
"epoch": 4.92,
"learning_rate": 5.82857142857143e-07,
"loss": 0.009,
"step": 3800
},
{
"epoch": 4.95,
"learning_rate": 5.114285714285714e-07,
"loss": 0.0073,
"step": 3825
},
{
"epoch": 4.98,
"learning_rate": 4.4e-07,
"loss": 0.0073,
"step": 3850
},
{
"epoch": 5.01,
"learning_rate": 3.685714285714286e-07,
"loss": 0.0074,
"step": 3875
},
{
"epoch": 5.05,
"learning_rate": 2.9714285714285715e-07,
"loss": 0.0042,
"step": 3900
},
{
"epoch": 5.08,
"learning_rate": 2.2571428571428574e-07,
"loss": 0.0053,
"step": 3925
},
{
"epoch": 5.11,
"learning_rate": 1.542857142857143e-07,
"loss": 0.0048,
"step": 3950
},
{
"epoch": 5.14,
"learning_rate": 8.285714285714285e-08,
"loss": 0.0046,
"step": 3975
},
{
"epoch": 5.17,
"learning_rate": 1.142857142857143e-08,
"loss": 0.0039,
"step": 4000
},
{
"epoch": 5.17,
"eval_loss": 0.32625457644462585,
"eval_runtime": 2112.7102,
"eval_samples_per_second": 2.399,
"eval_steps_per_second": 0.3,
"eval_wer": 19.894598155467722,
"step": 4000
}
],
"max_steps": 4000,
"num_train_epochs": 6,
"total_flos": 1.84579222044672e+19,
"trial_name": null,
"trial_params": null
}