whisper-small-bemba / trainer_state.json
chiyo123's picture
Upload 7 files
53f2f94
{
"best_metric": 43.130896226415096,
"best_model_checkpoint": "./whisper-small-bem\\checkpoint-4000",
"epoch": 0.6440186765416197,
"global_step": 4000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 5.000000000000001e-07,
"loss": 5.0182,
"step": 25
},
{
"epoch": 0.01,
"learning_rate": 1.0000000000000002e-06,
"loss": 4.199,
"step": 50
},
{
"epoch": 0.01,
"learning_rate": 1.5e-06,
"loss": 3.3383,
"step": 75
},
{
"epoch": 0.02,
"learning_rate": 2.0000000000000003e-06,
"loss": 2.6709,
"step": 100
},
{
"epoch": 0.02,
"learning_rate": 2.5e-06,
"loss": 2.2656,
"step": 125
},
{
"epoch": 0.02,
"learning_rate": 3e-06,
"loss": 2.1601,
"step": 150
},
{
"epoch": 0.03,
"learning_rate": 3.5e-06,
"loss": 1.8449,
"step": 175
},
{
"epoch": 0.03,
"learning_rate": 4.000000000000001e-06,
"loss": 1.7861,
"step": 200
},
{
"epoch": 0.04,
"learning_rate": 4.5e-06,
"loss": 1.8245,
"step": 225
},
{
"epoch": 0.04,
"learning_rate": 5e-06,
"loss": 1.4688,
"step": 250
},
{
"epoch": 0.04,
"learning_rate": 5.500000000000001e-06,
"loss": 1.2695,
"step": 275
},
{
"epoch": 0.05,
"learning_rate": 6e-06,
"loss": 1.4908,
"step": 300
},
{
"epoch": 0.05,
"learning_rate": 6.5000000000000004e-06,
"loss": 1.1877,
"step": 325
},
{
"epoch": 0.06,
"learning_rate": 7e-06,
"loss": 1.2925,
"step": 350
},
{
"epoch": 0.06,
"learning_rate": 7.500000000000001e-06,
"loss": 1.1981,
"step": 375
},
{
"epoch": 0.06,
"learning_rate": 8.000000000000001e-06,
"loss": 1.0733,
"step": 400
},
{
"epoch": 0.07,
"learning_rate": 8.5e-06,
"loss": 1.0012,
"step": 425
},
{
"epoch": 0.07,
"learning_rate": 9e-06,
"loss": 0.9732,
"step": 450
},
{
"epoch": 0.08,
"learning_rate": 9.5e-06,
"loss": 0.9498,
"step": 475
},
{
"epoch": 0.08,
"learning_rate": 1e-05,
"loss": 0.9393,
"step": 500
},
{
"epoch": 0.08,
"learning_rate": 9.92857142857143e-06,
"loss": 0.905,
"step": 525
},
{
"epoch": 0.09,
"learning_rate": 9.857142857142859e-06,
"loss": 0.9295,
"step": 550
},
{
"epoch": 0.09,
"learning_rate": 9.785714285714286e-06,
"loss": 0.91,
"step": 575
},
{
"epoch": 0.1,
"learning_rate": 9.714285714285715e-06,
"loss": 0.9162,
"step": 600
},
{
"epoch": 0.1,
"learning_rate": 9.642857142857144e-06,
"loss": 0.8577,
"step": 625
},
{
"epoch": 0.1,
"learning_rate": 9.571428571428573e-06,
"loss": 0.7675,
"step": 650
},
{
"epoch": 0.11,
"learning_rate": 9.5e-06,
"loss": 0.8088,
"step": 675
},
{
"epoch": 0.11,
"learning_rate": 9.42857142857143e-06,
"loss": 0.8569,
"step": 700
},
{
"epoch": 0.12,
"learning_rate": 9.357142857142859e-06,
"loss": 0.7501,
"step": 725
},
{
"epoch": 0.12,
"learning_rate": 9.285714285714288e-06,
"loss": 0.7226,
"step": 750
},
{
"epoch": 0.12,
"learning_rate": 9.214285714285715e-06,
"loss": 0.8245,
"step": 775
},
{
"epoch": 0.13,
"learning_rate": 9.142857142857144e-06,
"loss": 0.8411,
"step": 800
},
{
"epoch": 0.13,
"learning_rate": 9.071428571428573e-06,
"loss": 0.8415,
"step": 825
},
{
"epoch": 0.14,
"learning_rate": 9e-06,
"loss": 0.7309,
"step": 850
},
{
"epoch": 0.14,
"learning_rate": 8.92857142857143e-06,
"loss": 0.7156,
"step": 875
},
{
"epoch": 0.14,
"learning_rate": 8.857142857142858e-06,
"loss": 0.8099,
"step": 900
},
{
"epoch": 0.15,
"learning_rate": 8.785714285714286e-06,
"loss": 0.725,
"step": 925
},
{
"epoch": 0.15,
"learning_rate": 8.714285714285715e-06,
"loss": 0.7525,
"step": 950
},
{
"epoch": 0.16,
"learning_rate": 8.642857142857144e-06,
"loss": 0.6894,
"step": 975
},
{
"epoch": 0.16,
"learning_rate": 8.571428571428571e-06,
"loss": 0.6962,
"step": 1000
},
{
"epoch": 0.16,
"eval_loss": 0.6828086972236633,
"eval_runtime": 15569.5401,
"eval_samples_per_second": 0.088,
"eval_steps_per_second": 0.011,
"eval_wer": 58.475825471698116,
"step": 1000
},
{
"epoch": 0.17,
"learning_rate": 8.5e-06,
"loss": 0.7957,
"step": 1025
},
{
"epoch": 0.17,
"learning_rate": 8.428571428571429e-06,
"loss": 0.668,
"step": 1050
},
{
"epoch": 0.17,
"learning_rate": 8.357142857142858e-06,
"loss": 0.6491,
"step": 1075
},
{
"epoch": 0.18,
"learning_rate": 8.285714285714287e-06,
"loss": 0.7405,
"step": 1100
},
{
"epoch": 0.18,
"learning_rate": 8.214285714285714e-06,
"loss": 0.7403,
"step": 1125
},
{
"epoch": 0.19,
"learning_rate": 8.142857142857143e-06,
"loss": 0.6591,
"step": 1150
},
{
"epoch": 0.19,
"learning_rate": 8.071428571428572e-06,
"loss": 0.7558,
"step": 1175
},
{
"epoch": 0.19,
"learning_rate": 8.000000000000001e-06,
"loss": 0.6271,
"step": 1200
},
{
"epoch": 0.2,
"learning_rate": 7.928571428571429e-06,
"loss": 0.6028,
"step": 1225
},
{
"epoch": 0.2,
"learning_rate": 7.857142857142858e-06,
"loss": 0.6532,
"step": 1250
},
{
"epoch": 0.21,
"learning_rate": 7.785714285714287e-06,
"loss": 0.7154,
"step": 1275
},
{
"epoch": 0.21,
"learning_rate": 7.714285714285716e-06,
"loss": 0.7344,
"step": 1300
},
{
"epoch": 0.21,
"learning_rate": 7.642857142857143e-06,
"loss": 0.6992,
"step": 1325
},
{
"epoch": 0.22,
"learning_rate": 7.571428571428572e-06,
"loss": 0.6866,
"step": 1350
},
{
"epoch": 0.22,
"learning_rate": 7.500000000000001e-06,
"loss": 0.6101,
"step": 1375
},
{
"epoch": 0.23,
"learning_rate": 7.428571428571429e-06,
"loss": 0.6792,
"step": 1400
},
{
"epoch": 0.23,
"learning_rate": 7.357142857142858e-06,
"loss": 0.647,
"step": 1425
},
{
"epoch": 0.23,
"learning_rate": 7.285714285714286e-06,
"loss": 0.6041,
"step": 1450
},
{
"epoch": 0.24,
"learning_rate": 7.2142857142857145e-06,
"loss": 0.6981,
"step": 1475
},
{
"epoch": 0.24,
"learning_rate": 7.1428571428571436e-06,
"loss": 0.6133,
"step": 1500
},
{
"epoch": 0.25,
"learning_rate": 7.0714285714285726e-06,
"loss": 0.613,
"step": 1525
},
{
"epoch": 0.25,
"learning_rate": 7e-06,
"loss": 0.6198,
"step": 1550
},
{
"epoch": 0.25,
"learning_rate": 6.928571428571429e-06,
"loss": 0.6177,
"step": 1575
},
{
"epoch": 0.26,
"learning_rate": 6.857142857142858e-06,
"loss": 0.5481,
"step": 1600
},
{
"epoch": 0.26,
"learning_rate": 6.785714285714287e-06,
"loss": 0.7077,
"step": 1625
},
{
"epoch": 0.27,
"learning_rate": 6.714285714285714e-06,
"loss": 0.657,
"step": 1650
},
{
"epoch": 0.27,
"learning_rate": 6.642857142857143e-06,
"loss": 0.7048,
"step": 1675
},
{
"epoch": 0.27,
"learning_rate": 6.571428571428572e-06,
"loss": 0.7918,
"step": 1700
},
{
"epoch": 0.28,
"learning_rate": 6.5000000000000004e-06,
"loss": 0.6718,
"step": 1725
},
{
"epoch": 0.28,
"learning_rate": 6.4285714285714295e-06,
"loss": 0.7668,
"step": 1750
},
{
"epoch": 0.29,
"learning_rate": 6.357142857142858e-06,
"loss": 0.6188,
"step": 1775
},
{
"epoch": 0.29,
"learning_rate": 6.285714285714286e-06,
"loss": 0.6733,
"step": 1800
},
{
"epoch": 0.29,
"learning_rate": 6.214285714285715e-06,
"loss": 0.6764,
"step": 1825
},
{
"epoch": 0.3,
"learning_rate": 6.142857142857144e-06,
"loss": 0.6698,
"step": 1850
},
{
"epoch": 0.3,
"learning_rate": 6.071428571428571e-06,
"loss": 0.5567,
"step": 1875
},
{
"epoch": 0.31,
"learning_rate": 6e-06,
"loss": 0.5529,
"step": 1900
},
{
"epoch": 0.31,
"learning_rate": 5.928571428571429e-06,
"loss": 0.5934,
"step": 1925
},
{
"epoch": 0.31,
"learning_rate": 5.857142857142858e-06,
"loss": 0.546,
"step": 1950
},
{
"epoch": 0.32,
"learning_rate": 5.785714285714286e-06,
"loss": 0.5833,
"step": 1975
},
{
"epoch": 0.32,
"learning_rate": 5.7142857142857145e-06,
"loss": 0.6228,
"step": 2000
},
{
"epoch": 0.32,
"eval_loss": 0.5770470499992371,
"eval_runtime": 14396.5231,
"eval_samples_per_second": 0.095,
"eval_steps_per_second": 0.012,
"eval_wer": 50.884433962264154,
"step": 2000
},
{
"epoch": 0.33,
"learning_rate": 5.6428571428571435e-06,
"loss": 0.5725,
"step": 2025
},
{
"epoch": 0.33,
"learning_rate": 5.571428571428572e-06,
"loss": 0.5806,
"step": 2050
},
{
"epoch": 0.33,
"learning_rate": 5.500000000000001e-06,
"loss": 0.5848,
"step": 2075
},
{
"epoch": 0.34,
"learning_rate": 5.428571428571429e-06,
"loss": 0.62,
"step": 2100
},
{
"epoch": 0.34,
"learning_rate": 5.357142857142857e-06,
"loss": 0.5509,
"step": 2125
},
{
"epoch": 0.35,
"learning_rate": 5.285714285714286e-06,
"loss": 0.6506,
"step": 2150
},
{
"epoch": 0.35,
"learning_rate": 5.214285714285715e-06,
"loss": 0.5729,
"step": 2175
},
{
"epoch": 0.35,
"learning_rate": 5.142857142857142e-06,
"loss": 0.5747,
"step": 2200
},
{
"epoch": 0.36,
"learning_rate": 5.071428571428571e-06,
"loss": 0.609,
"step": 2225
},
{
"epoch": 0.36,
"learning_rate": 5e-06,
"loss": 0.6445,
"step": 2250
},
{
"epoch": 0.37,
"learning_rate": 4.928571428571429e-06,
"loss": 0.6285,
"step": 2275
},
{
"epoch": 0.37,
"learning_rate": 4.857142857142858e-06,
"loss": 0.6245,
"step": 2300
},
{
"epoch": 0.37,
"learning_rate": 4.785714285714287e-06,
"loss": 0.5406,
"step": 2325
},
{
"epoch": 0.38,
"learning_rate": 4.714285714285715e-06,
"loss": 0.6286,
"step": 2350
},
{
"epoch": 0.38,
"learning_rate": 4.642857142857144e-06,
"loss": 0.5853,
"step": 2375
},
{
"epoch": 0.39,
"learning_rate": 4.571428571428572e-06,
"loss": 0.4812,
"step": 2400
},
{
"epoch": 0.39,
"learning_rate": 4.5e-06,
"loss": 0.6213,
"step": 2425
},
{
"epoch": 0.39,
"learning_rate": 4.428571428571429e-06,
"loss": 0.5938,
"step": 2450
},
{
"epoch": 0.4,
"learning_rate": 4.357142857142857e-06,
"loss": 0.4531,
"step": 2475
},
{
"epoch": 0.4,
"learning_rate": 4.2857142857142855e-06,
"loss": 0.6101,
"step": 2500
},
{
"epoch": 0.41,
"learning_rate": 4.2142857142857145e-06,
"loss": 0.6078,
"step": 2525
},
{
"epoch": 0.41,
"learning_rate": 4.1428571428571435e-06,
"loss": 0.5647,
"step": 2550
},
{
"epoch": 0.41,
"learning_rate": 4.071428571428572e-06,
"loss": 0.6066,
"step": 2575
},
{
"epoch": 0.42,
"learning_rate": 4.000000000000001e-06,
"loss": 0.4813,
"step": 2600
},
{
"epoch": 0.42,
"learning_rate": 3.928571428571429e-06,
"loss": 0.5535,
"step": 2625
},
{
"epoch": 0.43,
"learning_rate": 3.857142857142858e-06,
"loss": 0.6569,
"step": 2650
},
{
"epoch": 0.43,
"learning_rate": 3.785714285714286e-06,
"loss": 0.4314,
"step": 2675
},
{
"epoch": 0.43,
"learning_rate": 3.7142857142857146e-06,
"loss": 0.5806,
"step": 2700
},
{
"epoch": 0.44,
"learning_rate": 3.642857142857143e-06,
"loss": 0.6602,
"step": 2725
},
{
"epoch": 0.44,
"learning_rate": 3.5714285714285718e-06,
"loss": 0.6429,
"step": 2750
},
{
"epoch": 0.45,
"learning_rate": 3.5e-06,
"loss": 0.4359,
"step": 2775
},
{
"epoch": 0.45,
"learning_rate": 3.428571428571429e-06,
"loss": 0.5956,
"step": 2800
},
{
"epoch": 0.45,
"learning_rate": 3.357142857142857e-06,
"loss": 0.5895,
"step": 2825
},
{
"epoch": 0.46,
"learning_rate": 3.285714285714286e-06,
"loss": 0.4916,
"step": 2850
},
{
"epoch": 0.46,
"learning_rate": 3.2142857142857147e-06,
"loss": 0.5987,
"step": 2875
},
{
"epoch": 0.47,
"learning_rate": 3.142857142857143e-06,
"loss": 0.4935,
"step": 2900
},
{
"epoch": 0.47,
"learning_rate": 3.071428571428572e-06,
"loss": 0.5933,
"step": 2925
},
{
"epoch": 0.47,
"learning_rate": 3e-06,
"loss": 0.4789,
"step": 2950
},
{
"epoch": 0.48,
"learning_rate": 2.928571428571429e-06,
"loss": 0.5486,
"step": 2975
},
{
"epoch": 0.48,
"learning_rate": 2.8571428571428573e-06,
"loss": 0.5414,
"step": 3000
},
{
"epoch": 0.48,
"eval_loss": 0.5073037147521973,
"eval_runtime": 15231.0297,
"eval_samples_per_second": 0.09,
"eval_steps_per_second": 0.011,
"eval_wer": 45.16509433962264,
"step": 3000
},
{
"epoch": 0.49,
"learning_rate": 2.785714285714286e-06,
"loss": 0.5552,
"step": 3025
},
{
"epoch": 0.49,
"learning_rate": 2.7142857142857144e-06,
"loss": 0.5026,
"step": 3050
},
{
"epoch": 0.5,
"learning_rate": 2.642857142857143e-06,
"loss": 0.4991,
"step": 3075
},
{
"epoch": 0.5,
"learning_rate": 2.571428571428571e-06,
"loss": 0.5121,
"step": 3100
},
{
"epoch": 0.5,
"learning_rate": 2.5e-06,
"loss": 0.5131,
"step": 3125
},
{
"epoch": 0.51,
"learning_rate": 2.428571428571429e-06,
"loss": 0.6146,
"step": 3150
},
{
"epoch": 0.51,
"learning_rate": 2.3571428571428574e-06,
"loss": 0.4602,
"step": 3175
},
{
"epoch": 0.52,
"learning_rate": 2.285714285714286e-06,
"loss": 0.5307,
"step": 3200
},
{
"epoch": 0.52,
"learning_rate": 2.2142857142857146e-06,
"loss": 0.5,
"step": 3225
},
{
"epoch": 0.52,
"learning_rate": 2.1428571428571427e-06,
"loss": 0.4883,
"step": 3250
},
{
"epoch": 0.53,
"learning_rate": 2.0714285714285717e-06,
"loss": 0.4782,
"step": 3275
},
{
"epoch": 0.53,
"learning_rate": 2.0000000000000003e-06,
"loss": 0.4218,
"step": 3300
},
{
"epoch": 0.54,
"learning_rate": 1.928571428571429e-06,
"loss": 0.5049,
"step": 3325
},
{
"epoch": 0.54,
"learning_rate": 1.8571428571428573e-06,
"loss": 0.505,
"step": 3350
},
{
"epoch": 0.54,
"learning_rate": 1.7857142857142859e-06,
"loss": 0.407,
"step": 3375
},
{
"epoch": 0.55,
"learning_rate": 1.7142857142857145e-06,
"loss": 0.4835,
"step": 3400
},
{
"epoch": 0.55,
"learning_rate": 1.642857142857143e-06,
"loss": 0.4616,
"step": 3425
},
{
"epoch": 0.56,
"learning_rate": 1.5714285714285714e-06,
"loss": 0.6107,
"step": 3450
},
{
"epoch": 0.56,
"learning_rate": 1.5e-06,
"loss": 0.5041,
"step": 3475
},
{
"epoch": 0.56,
"learning_rate": 1.4285714285714286e-06,
"loss": 0.4478,
"step": 3500
},
{
"epoch": 0.57,
"learning_rate": 1.3571428571428572e-06,
"loss": 0.4552,
"step": 3525
},
{
"epoch": 0.57,
"learning_rate": 1.2857142857142856e-06,
"loss": 0.4953,
"step": 3550
},
{
"epoch": 0.58,
"learning_rate": 1.2142857142857144e-06,
"loss": 0.5477,
"step": 3575
},
{
"epoch": 0.58,
"learning_rate": 1.142857142857143e-06,
"loss": 0.5025,
"step": 3600
},
{
"epoch": 0.58,
"learning_rate": 1.0714285714285714e-06,
"loss": 0.4985,
"step": 3625
},
{
"epoch": 0.59,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.4588,
"step": 3650
},
{
"epoch": 0.59,
"learning_rate": 9.285714285714287e-07,
"loss": 0.5554,
"step": 3675
},
{
"epoch": 0.6,
"learning_rate": 8.571428571428572e-07,
"loss": 0.5152,
"step": 3700
},
{
"epoch": 0.6,
"learning_rate": 7.857142857142857e-07,
"loss": 0.5861,
"step": 3725
},
{
"epoch": 0.6,
"learning_rate": 7.142857142857143e-07,
"loss": 0.5224,
"step": 3750
},
{
"epoch": 0.61,
"learning_rate": 6.428571428571428e-07,
"loss": 0.4235,
"step": 3775
},
{
"epoch": 0.61,
"learning_rate": 5.714285714285715e-07,
"loss": 0.5631,
"step": 3800
},
{
"epoch": 0.62,
"learning_rate": 5.000000000000001e-07,
"loss": 0.5361,
"step": 3825
},
{
"epoch": 0.62,
"learning_rate": 4.285714285714286e-07,
"loss": 0.5528,
"step": 3850
},
{
"epoch": 0.62,
"learning_rate": 3.5714285714285716e-07,
"loss": 0.4646,
"step": 3875
},
{
"epoch": 0.63,
"learning_rate": 2.8571428571428575e-07,
"loss": 0.468,
"step": 3900
},
{
"epoch": 0.63,
"learning_rate": 2.142857142857143e-07,
"loss": 0.4007,
"step": 3925
},
{
"epoch": 0.64,
"learning_rate": 1.4285714285714287e-07,
"loss": 0.4645,
"step": 3950
},
{
"epoch": 0.64,
"learning_rate": 7.142857142857144e-08,
"loss": 0.5833,
"step": 3975
},
{
"epoch": 0.64,
"learning_rate": 0.0,
"loss": 0.4313,
"step": 4000
},
{
"epoch": 0.64,
"eval_loss": 0.4780045449733734,
"eval_runtime": 15398.4722,
"eval_samples_per_second": 0.089,
"eval_steps_per_second": 0.011,
"eval_wer": 43.130896226415096,
"step": 4000
}
],
"max_steps": 4000,
"num_train_epochs": 1,
"total_flos": 2.30868320256e+18,
"trial_name": null,
"trial_params": null
}