whisper-tiny-it-4 / checkpoint-3000 /trainer_state.json
GIanlucaRub's picture
Copied from Google Drive
c27e9d2
raw
history blame
No virus
15.4 kB
{
"best_metric": 42.748197448696615,
"best_model_checkpoint": "./whisper-tiny-it-4/checkpoint-3000",
"epoch": 2.8625954198473282,
"global_step": 3000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02,
"learning_rate": 2.0000000000000003e-06,
"loss": 3.5722,
"step": 25
},
{
"epoch": 0.05,
"learning_rate": 4.5e-06,
"loss": 2.2272,
"step": 50
},
{
"epoch": 0.07,
"learning_rate": 7.000000000000001e-06,
"loss": 1.1115,
"step": 75
},
{
"epoch": 0.1,
"learning_rate": 9.5e-06,
"loss": 0.8798,
"step": 100
},
{
"epoch": 0.12,
"learning_rate": 1.2e-05,
"loss": 0.7707,
"step": 125
},
{
"epoch": 0.14,
"learning_rate": 1.45e-05,
"loss": 0.754,
"step": 150
},
{
"epoch": 0.17,
"learning_rate": 1.7000000000000003e-05,
"loss": 0.7692,
"step": 175
},
{
"epoch": 0.19,
"learning_rate": 1.9500000000000003e-05,
"loss": 0.7261,
"step": 200
},
{
"epoch": 0.21,
"learning_rate": 2.2000000000000003e-05,
"loss": 0.661,
"step": 225
},
{
"epoch": 0.24,
"learning_rate": 2.45e-05,
"loss": 0.6989,
"step": 250
},
{
"epoch": 0.26,
"learning_rate": 2.7000000000000002e-05,
"loss": 0.6835,
"step": 275
},
{
"epoch": 0.29,
"learning_rate": 2.95e-05,
"loss": 0.6839,
"step": 300
},
{
"epoch": 0.31,
"learning_rate": 3.2000000000000005e-05,
"loss": 0.6934,
"step": 325
},
{
"epoch": 0.33,
"learning_rate": 3.45e-05,
"loss": 0.6656,
"step": 350
},
{
"epoch": 0.36,
"learning_rate": 3.7e-05,
"loss": 0.7053,
"step": 375
},
{
"epoch": 0.38,
"learning_rate": 3.9500000000000005e-05,
"loss": 0.6652,
"step": 400
},
{
"epoch": 0.41,
"learning_rate": 4.2e-05,
"loss": 0.6747,
"step": 425
},
{
"epoch": 0.43,
"learning_rate": 4.4500000000000004e-05,
"loss": 0.6654,
"step": 450
},
{
"epoch": 0.45,
"learning_rate": 4.7e-05,
"loss": 0.6408,
"step": 475
},
{
"epoch": 0.48,
"learning_rate": 4.9500000000000004e-05,
"loss": 0.6722,
"step": 500
},
{
"epoch": 0.5,
"learning_rate": 4.971428571428572e-05,
"loss": 0.6924,
"step": 525
},
{
"epoch": 0.52,
"learning_rate": 4.935714285714286e-05,
"loss": 0.6558,
"step": 550
},
{
"epoch": 0.55,
"learning_rate": 4.9e-05,
"loss": 0.6947,
"step": 575
},
{
"epoch": 0.57,
"learning_rate": 4.8642857142857145e-05,
"loss": 0.6687,
"step": 600
},
{
"epoch": 0.6,
"learning_rate": 4.828571428571429e-05,
"loss": 0.6956,
"step": 625
},
{
"epoch": 0.62,
"learning_rate": 4.7928571428571425e-05,
"loss": 0.6678,
"step": 650
},
{
"epoch": 0.64,
"learning_rate": 4.757142857142857e-05,
"loss": 0.6195,
"step": 675
},
{
"epoch": 0.67,
"learning_rate": 4.721428571428572e-05,
"loss": 0.652,
"step": 700
},
{
"epoch": 0.69,
"learning_rate": 4.685714285714286e-05,
"loss": 0.6484,
"step": 725
},
{
"epoch": 0.72,
"learning_rate": 4.6500000000000005e-05,
"loss": 0.6104,
"step": 750
},
{
"epoch": 0.74,
"learning_rate": 4.6142857142857145e-05,
"loss": 0.6369,
"step": 775
},
{
"epoch": 0.76,
"learning_rate": 4.5785714285714285e-05,
"loss": 0.586,
"step": 800
},
{
"epoch": 0.79,
"learning_rate": 4.542857142857143e-05,
"loss": 0.6088,
"step": 825
},
{
"epoch": 0.81,
"learning_rate": 4.507142857142858e-05,
"loss": 0.6312,
"step": 850
},
{
"epoch": 0.83,
"learning_rate": 4.471428571428571e-05,
"loss": 0.6064,
"step": 875
},
{
"epoch": 0.86,
"learning_rate": 4.435714285714286e-05,
"loss": 0.6264,
"step": 900
},
{
"epoch": 0.88,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.6792,
"step": 925
},
{
"epoch": 0.91,
"learning_rate": 4.3642857142857146e-05,
"loss": 0.5809,
"step": 950
},
{
"epoch": 0.93,
"learning_rate": 4.328571428571429e-05,
"loss": 0.6006,
"step": 975
},
{
"epoch": 0.95,
"learning_rate": 4.292857142857143e-05,
"loss": 0.5919,
"step": 1000
},
{
"epoch": 0.95,
"eval_loss": 0.804903507232666,
"eval_runtime": 401.2067,
"eval_samples_per_second": 3.739,
"eval_steps_per_second": 0.469,
"eval_wer": 56.48225180255131,
"step": 1000
},
{
"epoch": 0.98,
"learning_rate": 4.257142857142857e-05,
"loss": 0.6182,
"step": 1025
},
{
"epoch": 1.0,
"learning_rate": 4.221428571428572e-05,
"loss": 0.5634,
"step": 1050
},
{
"epoch": 1.03,
"learning_rate": 4.185714285714286e-05,
"loss": 0.3226,
"step": 1075
},
{
"epoch": 1.05,
"learning_rate": 4.15e-05,
"loss": 0.3305,
"step": 1100
},
{
"epoch": 1.07,
"learning_rate": 4.1142857142857146e-05,
"loss": 0.3342,
"step": 1125
},
{
"epoch": 1.1,
"learning_rate": 4.0785714285714286e-05,
"loss": 0.3565,
"step": 1150
},
{
"epoch": 1.12,
"learning_rate": 4.042857142857143e-05,
"loss": 0.3389,
"step": 1175
},
{
"epoch": 1.15,
"learning_rate": 4.007142857142857e-05,
"loss": 0.3322,
"step": 1200
},
{
"epoch": 1.17,
"learning_rate": 3.971428571428571e-05,
"loss": 0.3462,
"step": 1225
},
{
"epoch": 1.19,
"learning_rate": 3.935714285714286e-05,
"loss": 0.3442,
"step": 1250
},
{
"epoch": 1.22,
"learning_rate": 3.9000000000000006e-05,
"loss": 0.3433,
"step": 1275
},
{
"epoch": 1.24,
"learning_rate": 3.8642857142857146e-05,
"loss": 0.3398,
"step": 1300
},
{
"epoch": 1.26,
"learning_rate": 3.8285714285714286e-05,
"loss": 0.32,
"step": 1325
},
{
"epoch": 1.29,
"learning_rate": 3.792857142857143e-05,
"loss": 0.3482,
"step": 1350
},
{
"epoch": 1.31,
"learning_rate": 3.757142857142857e-05,
"loss": 0.3189,
"step": 1375
},
{
"epoch": 1.34,
"learning_rate": 3.721428571428572e-05,
"loss": 0.3682,
"step": 1400
},
{
"epoch": 1.36,
"learning_rate": 3.685714285714286e-05,
"loss": 0.3379,
"step": 1425
},
{
"epoch": 1.38,
"learning_rate": 3.65e-05,
"loss": 0.3116,
"step": 1450
},
{
"epoch": 1.41,
"learning_rate": 3.6142857142857146e-05,
"loss": 0.354,
"step": 1475
},
{
"epoch": 1.43,
"learning_rate": 3.5785714285714286e-05,
"loss": 0.3559,
"step": 1500
},
{
"epoch": 1.46,
"learning_rate": 3.5428571428571426e-05,
"loss": 0.3395,
"step": 1525
},
{
"epoch": 1.48,
"learning_rate": 3.507142857142857e-05,
"loss": 0.3693,
"step": 1550
},
{
"epoch": 1.5,
"learning_rate": 3.471428571428571e-05,
"loss": 0.3307,
"step": 1575
},
{
"epoch": 1.53,
"learning_rate": 3.435714285714286e-05,
"loss": 0.3259,
"step": 1600
},
{
"epoch": 1.55,
"learning_rate": 3.4000000000000007e-05,
"loss": 0.3576,
"step": 1625
},
{
"epoch": 1.57,
"learning_rate": 3.364285714285714e-05,
"loss": 0.3083,
"step": 1650
},
{
"epoch": 1.6,
"learning_rate": 3.3285714285714286e-05,
"loss": 0.3413,
"step": 1675
},
{
"epoch": 1.62,
"learning_rate": 3.292857142857143e-05,
"loss": 0.3178,
"step": 1700
},
{
"epoch": 1.65,
"learning_rate": 3.257142857142857e-05,
"loss": 0.3331,
"step": 1725
},
{
"epoch": 1.67,
"learning_rate": 3.221428571428571e-05,
"loss": 0.3208,
"step": 1750
},
{
"epoch": 1.69,
"learning_rate": 3.185714285714286e-05,
"loss": 0.3275,
"step": 1775
},
{
"epoch": 1.72,
"learning_rate": 3.15e-05,
"loss": 0.3368,
"step": 1800
},
{
"epoch": 1.74,
"learning_rate": 3.114285714285715e-05,
"loss": 0.3335,
"step": 1825
},
{
"epoch": 1.77,
"learning_rate": 3.078571428571429e-05,
"loss": 0.2934,
"step": 1850
},
{
"epoch": 1.79,
"learning_rate": 3.042857142857143e-05,
"loss": 0.3081,
"step": 1875
},
{
"epoch": 1.81,
"learning_rate": 3.0071428571428573e-05,
"loss": 0.3298,
"step": 1900
},
{
"epoch": 1.84,
"learning_rate": 2.9714285714285717e-05,
"loss": 0.3052,
"step": 1925
},
{
"epoch": 1.86,
"learning_rate": 2.935714285714286e-05,
"loss": 0.3281,
"step": 1950
},
{
"epoch": 1.88,
"learning_rate": 2.9e-05,
"loss": 0.3194,
"step": 1975
},
{
"epoch": 1.91,
"learning_rate": 2.8642857142857144e-05,
"loss": 0.3181,
"step": 2000
},
{
"epoch": 1.91,
"eval_loss": 0.7393131256103516,
"eval_runtime": 356.4776,
"eval_samples_per_second": 4.208,
"eval_steps_per_second": 0.527,
"eval_wer": 44.81419855795895,
"step": 2000
},
{
"epoch": 1.93,
"learning_rate": 2.8285714285714287e-05,
"loss": 0.3146,
"step": 2025
},
{
"epoch": 1.96,
"learning_rate": 2.792857142857143e-05,
"loss": 0.3081,
"step": 2050
},
{
"epoch": 1.98,
"learning_rate": 2.757142857142857e-05,
"loss": 0.3204,
"step": 2075
},
{
"epoch": 2.0,
"learning_rate": 2.7214285714285714e-05,
"loss": 0.2845,
"step": 2100
},
{
"epoch": 2.03,
"learning_rate": 2.6857142857142857e-05,
"loss": 0.1397,
"step": 2125
},
{
"epoch": 2.05,
"learning_rate": 2.6500000000000004e-05,
"loss": 0.1343,
"step": 2150
},
{
"epoch": 2.08,
"learning_rate": 2.6142857142857147e-05,
"loss": 0.146,
"step": 2175
},
{
"epoch": 2.1,
"learning_rate": 2.5785714285714284e-05,
"loss": 0.1424,
"step": 2200
},
{
"epoch": 2.12,
"learning_rate": 2.542857142857143e-05,
"loss": 0.1407,
"step": 2225
},
{
"epoch": 2.15,
"learning_rate": 2.5071428571428574e-05,
"loss": 0.14,
"step": 2250
},
{
"epoch": 2.17,
"learning_rate": 2.4714285714285714e-05,
"loss": 0.1545,
"step": 2275
},
{
"epoch": 2.19,
"learning_rate": 2.4357142857142857e-05,
"loss": 0.1481,
"step": 2300
},
{
"epoch": 2.22,
"learning_rate": 2.4e-05,
"loss": 0.1475,
"step": 2325
},
{
"epoch": 2.24,
"learning_rate": 2.3642857142857144e-05,
"loss": 0.1641,
"step": 2350
},
{
"epoch": 2.27,
"learning_rate": 2.3285714285714287e-05,
"loss": 0.1418,
"step": 2375
},
{
"epoch": 2.29,
"learning_rate": 2.292857142857143e-05,
"loss": 0.1476,
"step": 2400
},
{
"epoch": 2.31,
"learning_rate": 2.257142857142857e-05,
"loss": 0.1299,
"step": 2425
},
{
"epoch": 2.34,
"learning_rate": 2.2214285714285714e-05,
"loss": 0.1354,
"step": 2450
},
{
"epoch": 2.36,
"learning_rate": 2.185714285714286e-05,
"loss": 0.1379,
"step": 2475
},
{
"epoch": 2.39,
"learning_rate": 2.15e-05,
"loss": 0.1493,
"step": 2500
},
{
"epoch": 2.41,
"learning_rate": 2.1142857142857144e-05,
"loss": 0.1474,
"step": 2525
},
{
"epoch": 2.43,
"learning_rate": 2.0785714285714288e-05,
"loss": 0.147,
"step": 2550
},
{
"epoch": 2.46,
"learning_rate": 2.042857142857143e-05,
"loss": 0.1495,
"step": 2575
},
{
"epoch": 2.48,
"learning_rate": 2.007142857142857e-05,
"loss": 0.1502,
"step": 2600
},
{
"epoch": 2.5,
"learning_rate": 1.9714285714285714e-05,
"loss": 0.147,
"step": 2625
},
{
"epoch": 2.53,
"learning_rate": 1.9357142857142858e-05,
"loss": 0.148,
"step": 2650
},
{
"epoch": 2.55,
"learning_rate": 1.9e-05,
"loss": 0.1493,
"step": 2675
},
{
"epoch": 2.58,
"learning_rate": 1.864285714285714e-05,
"loss": 0.1469,
"step": 2700
},
{
"epoch": 2.6,
"learning_rate": 1.8285714285714288e-05,
"loss": 0.1372,
"step": 2725
},
{
"epoch": 2.62,
"learning_rate": 1.792857142857143e-05,
"loss": 0.1468,
"step": 2750
},
{
"epoch": 2.65,
"learning_rate": 1.757142857142857e-05,
"loss": 0.1418,
"step": 2775
},
{
"epoch": 2.67,
"learning_rate": 1.7214285714285715e-05,
"loss": 0.1389,
"step": 2800
},
{
"epoch": 2.7,
"learning_rate": 1.6857142857142858e-05,
"loss": 0.1347,
"step": 2825
},
{
"epoch": 2.72,
"learning_rate": 1.65e-05,
"loss": 0.1508,
"step": 2850
},
{
"epoch": 2.74,
"learning_rate": 1.614285714285714e-05,
"loss": 0.1347,
"step": 2875
},
{
"epoch": 2.77,
"learning_rate": 1.5785714285714288e-05,
"loss": 0.143,
"step": 2900
},
{
"epoch": 2.79,
"learning_rate": 1.5428571428571428e-05,
"loss": 0.1433,
"step": 2925
},
{
"epoch": 2.81,
"learning_rate": 1.5071428571428573e-05,
"loss": 0.1532,
"step": 2950
},
{
"epoch": 2.84,
"learning_rate": 1.4714285714285713e-05,
"loss": 0.1472,
"step": 2975
},
{
"epoch": 2.86,
"learning_rate": 1.4357142857142858e-05,
"loss": 0.1417,
"step": 3000
},
{
"epoch": 2.86,
"eval_loss": 0.7067434787750244,
"eval_runtime": 360.1108,
"eval_samples_per_second": 4.165,
"eval_steps_per_second": 0.522,
"eval_wer": 42.748197448696615,
"step": 3000
}
],
"max_steps": 4000,
"num_train_epochs": 4,
"total_flos": 1.18136182136832e+18,
"trial_name": null,
"trial_params": null
}