whisper-large-v3-es / trainer_state.json
zuazo's picture
End of training
bec996a verified
{
"best_metric": 4.678688966300353,
"best_model_checkpoint": "./checkpoint-2000",
"epoch": 40.73319755600814,
"eval_steps": 1000,
"global_step": 20000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"learning_rate": 5.000000000000001e-07,
"loss": 0.7194,
"step": 25
},
{
"epoch": 0.1,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.4266,
"step": 50
},
{
"epoch": 0.15,
"learning_rate": 1.5e-06,
"loss": 0.1605,
"step": 75
},
{
"epoch": 0.2,
"learning_rate": 2.0000000000000003e-06,
"loss": 0.1402,
"step": 100
},
{
"epoch": 0.25,
"learning_rate": 2.5e-06,
"loss": 0.1307,
"step": 125
},
{
"epoch": 0.31,
"learning_rate": 3e-06,
"loss": 0.1394,
"step": 150
},
{
"epoch": 0.36,
"learning_rate": 3.5e-06,
"loss": 0.1255,
"step": 175
},
{
"epoch": 0.41,
"learning_rate": 4.000000000000001e-06,
"loss": 0.1285,
"step": 200
},
{
"epoch": 0.46,
"learning_rate": 4.5e-06,
"loss": 0.1278,
"step": 225
},
{
"epoch": 0.51,
"learning_rate": 5e-06,
"loss": 0.132,
"step": 250
},
{
"epoch": 0.56,
"learning_rate": 5.500000000000001e-06,
"loss": 0.1341,
"step": 275
},
{
"epoch": 0.61,
"learning_rate": 6e-06,
"loss": 0.134,
"step": 300
},
{
"epoch": 0.66,
"learning_rate": 6.5000000000000004e-06,
"loss": 0.1292,
"step": 325
},
{
"epoch": 0.71,
"learning_rate": 7e-06,
"loss": 0.1295,
"step": 350
},
{
"epoch": 0.76,
"learning_rate": 7.500000000000001e-06,
"loss": 0.1344,
"step": 375
},
{
"epoch": 0.81,
"learning_rate": 8.000000000000001e-06,
"loss": 0.1223,
"step": 400
},
{
"epoch": 0.87,
"learning_rate": 8.5e-06,
"loss": 0.1328,
"step": 425
},
{
"epoch": 0.92,
"learning_rate": 9e-06,
"loss": 0.1241,
"step": 450
},
{
"epoch": 0.97,
"learning_rate": 9.5e-06,
"loss": 0.129,
"step": 475
},
{
"epoch": 1.02,
"learning_rate": 1e-05,
"loss": 0.1137,
"step": 500
},
{
"epoch": 1.07,
"learning_rate": 9.987179487179488e-06,
"loss": 0.0836,
"step": 525
},
{
"epoch": 1.12,
"learning_rate": 9.974358974358974e-06,
"loss": 0.0934,
"step": 550
},
{
"epoch": 1.17,
"learning_rate": 9.961538461538463e-06,
"loss": 0.0911,
"step": 575
},
{
"epoch": 1.22,
"learning_rate": 9.94871794871795e-06,
"loss": 0.0887,
"step": 600
},
{
"epoch": 1.27,
"learning_rate": 9.935897435897437e-06,
"loss": 0.0858,
"step": 625
},
{
"epoch": 1.32,
"learning_rate": 9.923076923076923e-06,
"loss": 0.0924,
"step": 650
},
{
"epoch": 1.37,
"learning_rate": 9.910256410256412e-06,
"loss": 0.0896,
"step": 675
},
{
"epoch": 1.43,
"learning_rate": 9.897435897435899e-06,
"loss": 0.0857,
"step": 700
},
{
"epoch": 1.48,
"learning_rate": 9.884615384615386e-06,
"loss": 0.0964,
"step": 725
},
{
"epoch": 1.53,
"learning_rate": 9.871794871794872e-06,
"loss": 0.0941,
"step": 750
},
{
"epoch": 1.58,
"learning_rate": 9.858974358974361e-06,
"loss": 0.0948,
"step": 775
},
{
"epoch": 1.63,
"learning_rate": 9.846153846153848e-06,
"loss": 0.0909,
"step": 800
},
{
"epoch": 1.68,
"learning_rate": 9.833333333333333e-06,
"loss": 0.089,
"step": 825
},
{
"epoch": 1.73,
"learning_rate": 9.820512820512821e-06,
"loss": 0.091,
"step": 850
},
{
"epoch": 1.78,
"learning_rate": 9.807692307692308e-06,
"loss": 0.0986,
"step": 875
},
{
"epoch": 1.83,
"learning_rate": 9.794871794871795e-06,
"loss": 0.0905,
"step": 900
},
{
"epoch": 1.88,
"learning_rate": 9.782051282051282e-06,
"loss": 0.0962,
"step": 925
},
{
"epoch": 1.93,
"learning_rate": 9.76923076923077e-06,
"loss": 0.0918,
"step": 950
},
{
"epoch": 1.99,
"learning_rate": 9.756410256410257e-06,
"loss": 0.0967,
"step": 975
},
{
"epoch": 2.04,
"learning_rate": 9.743589743589744e-06,
"loss": 0.058,
"step": 1000
},
{
"epoch": 2.04,
"eval_loss": 0.15402629971504211,
"eval_runtime": 3271.1965,
"eval_samples_per_second": 4.802,
"eval_steps_per_second": 0.3,
"eval_wer": 4.685104280939459,
"step": 1000
},
{
"epoch": 2.09,
"learning_rate": 9.730769230769231e-06,
"loss": 0.0436,
"step": 1025
},
{
"epoch": 2.14,
"learning_rate": 9.71794871794872e-06,
"loss": 0.0451,
"step": 1050
},
{
"epoch": 2.19,
"learning_rate": 9.705128205128206e-06,
"loss": 0.0454,
"step": 1075
},
{
"epoch": 2.24,
"learning_rate": 9.692307692307693e-06,
"loss": 0.0449,
"step": 1100
},
{
"epoch": 2.29,
"learning_rate": 9.67948717948718e-06,
"loss": 0.0471,
"step": 1125
},
{
"epoch": 2.34,
"learning_rate": 9.666666666666667e-06,
"loss": 0.0428,
"step": 1150
},
{
"epoch": 2.39,
"learning_rate": 9.653846153846155e-06,
"loss": 0.0463,
"step": 1175
},
{
"epoch": 2.44,
"learning_rate": 9.641025641025642e-06,
"loss": 0.0462,
"step": 1200
},
{
"epoch": 2.49,
"learning_rate": 9.628205128205129e-06,
"loss": 0.0471,
"step": 1225
},
{
"epoch": 2.55,
"learning_rate": 9.615384615384616e-06,
"loss": 0.0487,
"step": 1250
},
{
"epoch": 2.6,
"learning_rate": 9.602564102564104e-06,
"loss": 0.0507,
"step": 1275
},
{
"epoch": 2.65,
"learning_rate": 9.589743589743591e-06,
"loss": 0.0484,
"step": 1300
},
{
"epoch": 2.7,
"learning_rate": 9.576923076923078e-06,
"loss": 0.05,
"step": 1325
},
{
"epoch": 2.75,
"learning_rate": 9.564102564102565e-06,
"loss": 0.0484,
"step": 1350
},
{
"epoch": 2.8,
"learning_rate": 9.551282051282053e-06,
"loss": 0.0478,
"step": 1375
},
{
"epoch": 2.85,
"learning_rate": 9.53846153846154e-06,
"loss": 0.049,
"step": 1400
},
{
"epoch": 2.9,
"learning_rate": 9.525641025641025e-06,
"loss": 0.0483,
"step": 1425
},
{
"epoch": 2.95,
"learning_rate": 9.512820512820514e-06,
"loss": 0.0484,
"step": 1450
},
{
"epoch": 3.0,
"learning_rate": 9.5e-06,
"loss": 0.0472,
"step": 1475
},
{
"epoch": 3.05,
"learning_rate": 9.487179487179487e-06,
"loss": 0.0247,
"step": 1500
},
{
"epoch": 3.11,
"learning_rate": 9.474358974358974e-06,
"loss": 0.0214,
"step": 1525
},
{
"epoch": 3.16,
"learning_rate": 9.461538461538463e-06,
"loss": 0.0225,
"step": 1550
},
{
"epoch": 3.21,
"learning_rate": 9.44871794871795e-06,
"loss": 0.0201,
"step": 1575
},
{
"epoch": 3.26,
"learning_rate": 9.435897435897436e-06,
"loss": 0.0221,
"step": 1600
},
{
"epoch": 3.31,
"learning_rate": 9.423076923076923e-06,
"loss": 0.0226,
"step": 1625
},
{
"epoch": 3.36,
"learning_rate": 9.410256410256412e-06,
"loss": 0.0228,
"step": 1650
},
{
"epoch": 3.41,
"learning_rate": 9.397435897435899e-06,
"loss": 0.0241,
"step": 1675
},
{
"epoch": 3.46,
"learning_rate": 9.384615384615385e-06,
"loss": 0.0264,
"step": 1700
},
{
"epoch": 3.51,
"learning_rate": 9.371794871794872e-06,
"loss": 0.0245,
"step": 1725
},
{
"epoch": 3.56,
"learning_rate": 9.358974358974359e-06,
"loss": 0.0247,
"step": 1750
},
{
"epoch": 3.62,
"learning_rate": 9.346153846153847e-06,
"loss": 0.0218,
"step": 1775
},
{
"epoch": 3.67,
"learning_rate": 9.333333333333334e-06,
"loss": 0.0266,
"step": 1800
},
{
"epoch": 3.72,
"learning_rate": 9.320512820512821e-06,
"loss": 0.0247,
"step": 1825
},
{
"epoch": 3.77,
"learning_rate": 9.307692307692308e-06,
"loss": 0.0271,
"step": 1850
},
{
"epoch": 3.82,
"learning_rate": 9.294871794871796e-06,
"loss": 0.0258,
"step": 1875
},
{
"epoch": 3.87,
"learning_rate": 9.282051282051283e-06,
"loss": 0.025,
"step": 1900
},
{
"epoch": 3.92,
"learning_rate": 9.26923076923077e-06,
"loss": 0.0286,
"step": 1925
},
{
"epoch": 3.97,
"learning_rate": 9.256410256410257e-06,
"loss": 0.0289,
"step": 1950
},
{
"epoch": 4.02,
"learning_rate": 9.243589743589745e-06,
"loss": 0.0217,
"step": 1975
},
{
"epoch": 4.07,
"learning_rate": 9.230769230769232e-06,
"loss": 0.0124,
"step": 2000
},
{
"epoch": 4.07,
"eval_loss": 0.182881161570549,
"eval_runtime": 3187.6234,
"eval_samples_per_second": 4.928,
"eval_steps_per_second": 0.308,
"eval_wer": 4.678688966300353,
"step": 2000
},
{
"epoch": 4.12,
"learning_rate": 9.217948717948717e-06,
"loss": 0.0124,
"step": 2025
},
{
"epoch": 4.18,
"learning_rate": 9.205128205128206e-06,
"loss": 0.0125,
"step": 2050
},
{
"epoch": 4.23,
"learning_rate": 9.192307692307693e-06,
"loss": 0.013,
"step": 2075
},
{
"epoch": 4.28,
"learning_rate": 9.17948717948718e-06,
"loss": 0.013,
"step": 2100
},
{
"epoch": 4.33,
"learning_rate": 9.166666666666666e-06,
"loss": 0.0134,
"step": 2125
},
{
"epoch": 4.38,
"learning_rate": 9.153846153846155e-06,
"loss": 0.0121,
"step": 2150
},
{
"epoch": 4.43,
"learning_rate": 9.141025641025642e-06,
"loss": 0.0114,
"step": 2175
},
{
"epoch": 4.48,
"learning_rate": 9.128205128205129e-06,
"loss": 0.0134,
"step": 2200
},
{
"epoch": 4.53,
"learning_rate": 9.115384615384615e-06,
"loss": 0.0132,
"step": 2225
},
{
"epoch": 4.58,
"learning_rate": 9.102564102564104e-06,
"loss": 0.0139,
"step": 2250
},
{
"epoch": 4.63,
"learning_rate": 9.08974358974359e-06,
"loss": 0.0129,
"step": 2275
},
{
"epoch": 4.68,
"learning_rate": 9.076923076923078e-06,
"loss": 0.0142,
"step": 2300
},
{
"epoch": 4.74,
"learning_rate": 9.064102564102564e-06,
"loss": 0.0147,
"step": 2325
},
{
"epoch": 4.79,
"learning_rate": 9.051282051282051e-06,
"loss": 0.013,
"step": 2350
},
{
"epoch": 4.84,
"learning_rate": 9.03846153846154e-06,
"loss": 0.0134,
"step": 2375
},
{
"epoch": 4.89,
"learning_rate": 9.025641025641027e-06,
"loss": 0.0135,
"step": 2400
},
{
"epoch": 4.94,
"learning_rate": 9.012820512820513e-06,
"loss": 0.0149,
"step": 2425
},
{
"epoch": 4.99,
"learning_rate": 9e-06,
"loss": 0.0159,
"step": 2450
},
{
"epoch": 5.04,
"learning_rate": 8.987179487179489e-06,
"loss": 0.0093,
"step": 2475
},
{
"epoch": 5.09,
"learning_rate": 8.974358974358976e-06,
"loss": 0.0072,
"step": 2500
},
{
"epoch": 5.14,
"learning_rate": 8.961538461538462e-06,
"loss": 0.007,
"step": 2525
},
{
"epoch": 5.19,
"learning_rate": 8.94871794871795e-06,
"loss": 0.0068,
"step": 2550
},
{
"epoch": 5.24,
"learning_rate": 8.935897435897438e-06,
"loss": 0.0059,
"step": 2575
},
{
"epoch": 5.3,
"learning_rate": 8.923076923076925e-06,
"loss": 0.0071,
"step": 2600
},
{
"epoch": 5.35,
"learning_rate": 8.910256410256411e-06,
"loss": 0.0079,
"step": 2625
},
{
"epoch": 5.4,
"learning_rate": 8.897435897435898e-06,
"loss": 0.0079,
"step": 2650
},
{
"epoch": 5.45,
"learning_rate": 8.884615384615385e-06,
"loss": 0.0082,
"step": 2675
},
{
"epoch": 5.5,
"learning_rate": 8.871794871794872e-06,
"loss": 0.0076,
"step": 2700
},
{
"epoch": 5.55,
"learning_rate": 8.858974358974359e-06,
"loss": 0.0082,
"step": 2725
},
{
"epoch": 5.6,
"learning_rate": 8.846153846153847e-06,
"loss": 0.0088,
"step": 2750
},
{
"epoch": 5.65,
"learning_rate": 8.833333333333334e-06,
"loss": 0.0083,
"step": 2775
},
{
"epoch": 5.7,
"learning_rate": 8.820512820512821e-06,
"loss": 0.0075,
"step": 2800
},
{
"epoch": 5.75,
"learning_rate": 8.807692307692308e-06,
"loss": 0.0081,
"step": 2825
},
{
"epoch": 5.8,
"learning_rate": 8.794871794871796e-06,
"loss": 0.0088,
"step": 2850
},
{
"epoch": 5.86,
"learning_rate": 8.782051282051283e-06,
"loss": 0.0086,
"step": 2875
},
{
"epoch": 5.91,
"learning_rate": 8.76923076923077e-06,
"loss": 0.0081,
"step": 2900
},
{
"epoch": 5.96,
"learning_rate": 8.756410256410257e-06,
"loss": 0.0084,
"step": 2925
},
{
"epoch": 6.01,
"learning_rate": 8.743589743589743e-06,
"loss": 0.0095,
"step": 2950
},
{
"epoch": 6.06,
"learning_rate": 8.730769230769232e-06,
"loss": 0.0059,
"step": 2975
},
{
"epoch": 6.11,
"learning_rate": 8.717948717948719e-06,
"loss": 0.0052,
"step": 3000
},
{
"epoch": 6.11,
"eval_loss": 0.2190403789281845,
"eval_runtime": 3196.1965,
"eval_samples_per_second": 4.915,
"eval_steps_per_second": 0.307,
"eval_wer": 4.8095613849381245,
"step": 3000
},
{
"epoch": 6.16,
"learning_rate": 8.705128205128206e-06,
"loss": 0.0051,
"step": 3025
},
{
"epoch": 6.21,
"learning_rate": 8.692307692307692e-06,
"loss": 0.0044,
"step": 3050
},
{
"epoch": 6.26,
"learning_rate": 8.679487179487181e-06,
"loss": 0.005,
"step": 3075
},
{
"epoch": 6.31,
"learning_rate": 8.666666666666668e-06,
"loss": 0.0058,
"step": 3100
},
{
"epoch": 6.36,
"learning_rate": 8.653846153846155e-06,
"loss": 0.0049,
"step": 3125
},
{
"epoch": 6.42,
"learning_rate": 8.641025641025641e-06,
"loss": 0.005,
"step": 3150
},
{
"epoch": 6.47,
"learning_rate": 8.62820512820513e-06,
"loss": 0.0055,
"step": 3175
},
{
"epoch": 6.52,
"learning_rate": 8.615384615384617e-06,
"loss": 0.0065,
"step": 3200
},
{
"epoch": 6.57,
"learning_rate": 8.602564102564104e-06,
"loss": 0.0062,
"step": 3225
},
{
"epoch": 6.62,
"learning_rate": 8.58974358974359e-06,
"loss": 0.0073,
"step": 3250
},
{
"epoch": 6.67,
"learning_rate": 8.576923076923077e-06,
"loss": 0.0057,
"step": 3275
},
{
"epoch": 6.72,
"learning_rate": 8.564102564102564e-06,
"loss": 0.0065,
"step": 3300
},
{
"epoch": 6.77,
"learning_rate": 8.551282051282051e-06,
"loss": 0.0059,
"step": 3325
},
{
"epoch": 6.82,
"learning_rate": 8.53846153846154e-06,
"loss": 0.0061,
"step": 3350
},
{
"epoch": 6.87,
"learning_rate": 8.525641025641026e-06,
"loss": 0.0066,
"step": 3375
},
{
"epoch": 6.92,
"learning_rate": 8.512820512820513e-06,
"loss": 0.0062,
"step": 3400
},
{
"epoch": 6.98,
"learning_rate": 8.5e-06,
"loss": 0.0059,
"step": 3425
},
{
"epoch": 7.03,
"learning_rate": 8.487179487179488e-06,
"loss": 0.0052,
"step": 3450
},
{
"epoch": 7.08,
"learning_rate": 8.474358974358975e-06,
"loss": 0.0039,
"step": 3475
},
{
"epoch": 7.13,
"learning_rate": 8.461538461538462e-06,
"loss": 0.0034,
"step": 3500
},
{
"epoch": 7.18,
"learning_rate": 8.448717948717949e-06,
"loss": 0.0037,
"step": 3525
},
{
"epoch": 7.23,
"learning_rate": 8.435897435897436e-06,
"loss": 0.0046,
"step": 3550
},
{
"epoch": 7.28,
"learning_rate": 8.423076923076924e-06,
"loss": 0.0044,
"step": 3575
},
{
"epoch": 7.33,
"learning_rate": 8.410256410256411e-06,
"loss": 0.0042,
"step": 3600
},
{
"epoch": 7.38,
"learning_rate": 8.397435897435898e-06,
"loss": 0.0043,
"step": 3625
},
{
"epoch": 7.43,
"learning_rate": 8.384615384615385e-06,
"loss": 0.0039,
"step": 3650
},
{
"epoch": 7.48,
"learning_rate": 8.371794871794873e-06,
"loss": 0.0038,
"step": 3675
},
{
"epoch": 7.54,
"learning_rate": 8.35897435897436e-06,
"loss": 0.0036,
"step": 3700
},
{
"epoch": 7.59,
"learning_rate": 8.346153846153847e-06,
"loss": 0.0054,
"step": 3725
},
{
"epoch": 7.64,
"learning_rate": 8.333333333333334e-06,
"loss": 0.006,
"step": 3750
},
{
"epoch": 7.69,
"learning_rate": 8.320512820512822e-06,
"loss": 0.005,
"step": 3775
},
{
"epoch": 7.74,
"learning_rate": 8.307692307692309e-06,
"loss": 0.0045,
"step": 3800
},
{
"epoch": 7.79,
"learning_rate": 8.294871794871796e-06,
"loss": 0.0052,
"step": 3825
},
{
"epoch": 7.84,
"learning_rate": 8.282051282051283e-06,
"loss": 0.0061,
"step": 3850
},
{
"epoch": 7.89,
"learning_rate": 8.26923076923077e-06,
"loss": 0.0058,
"step": 3875
},
{
"epoch": 7.94,
"learning_rate": 8.256410256410256e-06,
"loss": 0.0045,
"step": 3900
},
{
"epoch": 7.99,
"learning_rate": 8.243589743589743e-06,
"loss": 0.0055,
"step": 3925
},
{
"epoch": 8.04,
"learning_rate": 8.230769230769232e-06,
"loss": 0.0027,
"step": 3950
},
{
"epoch": 8.1,
"learning_rate": 8.217948717948719e-06,
"loss": 0.0025,
"step": 3975
},
{
"epoch": 8.15,
"learning_rate": 8.205128205128205e-06,
"loss": 0.0024,
"step": 4000
},
{
"epoch": 8.15,
"eval_loss": 0.2289302498102188,
"eval_runtime": 3192.1027,
"eval_samples_per_second": 4.921,
"eval_steps_per_second": 0.308,
"eval_wer": 4.8775637201126525,
"step": 4000
},
{
"epoch": 8.2,
"learning_rate": 8.192307692307692e-06,
"loss": 0.0027,
"step": 4025
},
{
"epoch": 8.25,
"learning_rate": 8.17948717948718e-06,
"loss": 0.0027,
"step": 4050
},
{
"epoch": 8.3,
"learning_rate": 8.166666666666668e-06,
"loss": 0.0036,
"step": 4075
},
{
"epoch": 8.35,
"learning_rate": 8.153846153846154e-06,
"loss": 0.004,
"step": 4100
},
{
"epoch": 8.4,
"learning_rate": 8.141025641025641e-06,
"loss": 0.0043,
"step": 4125
},
{
"epoch": 8.45,
"learning_rate": 8.12820512820513e-06,
"loss": 0.0028,
"step": 4150
},
{
"epoch": 8.5,
"learning_rate": 8.115384615384617e-06,
"loss": 0.003,
"step": 4175
},
{
"epoch": 8.55,
"learning_rate": 8.102564102564103e-06,
"loss": 0.0041,
"step": 4200
},
{
"epoch": 8.6,
"learning_rate": 8.08974358974359e-06,
"loss": 0.0032,
"step": 4225
},
{
"epoch": 8.66,
"learning_rate": 8.076923076923077e-06,
"loss": 0.0024,
"step": 4250
},
{
"epoch": 8.71,
"learning_rate": 8.064102564102566e-06,
"loss": 0.0029,
"step": 4275
},
{
"epoch": 8.76,
"learning_rate": 8.051282051282052e-06,
"loss": 0.0038,
"step": 4300
},
{
"epoch": 8.81,
"learning_rate": 8.03846153846154e-06,
"loss": 0.0055,
"step": 4325
},
{
"epoch": 8.86,
"learning_rate": 8.025641025641026e-06,
"loss": 0.0056,
"step": 4350
},
{
"epoch": 8.91,
"learning_rate": 8.012820512820515e-06,
"loss": 0.0033,
"step": 4375
},
{
"epoch": 8.96,
"learning_rate": 8.000000000000001e-06,
"loss": 0.0042,
"step": 4400
},
{
"epoch": 9.01,
"learning_rate": 7.987179487179488e-06,
"loss": 0.0038,
"step": 4425
},
{
"epoch": 9.06,
"learning_rate": 7.974358974358975e-06,
"loss": 0.0031,
"step": 4450
},
{
"epoch": 9.11,
"learning_rate": 7.961538461538462e-06,
"loss": 0.0031,
"step": 4475
},
{
"epoch": 9.16,
"learning_rate": 7.948717948717949e-06,
"loss": 0.0029,
"step": 4500
},
{
"epoch": 9.22,
"learning_rate": 7.935897435897435e-06,
"loss": 0.0031,
"step": 4525
},
{
"epoch": 9.27,
"learning_rate": 7.923076923076924e-06,
"loss": 0.0033,
"step": 4550
},
{
"epoch": 9.32,
"learning_rate": 7.91025641025641e-06,
"loss": 0.0029,
"step": 4575
},
{
"epoch": 9.37,
"learning_rate": 7.897435897435898e-06,
"loss": 0.0028,
"step": 4600
},
{
"epoch": 9.42,
"learning_rate": 7.884615384615384e-06,
"loss": 0.0022,
"step": 4625
},
{
"epoch": 9.47,
"learning_rate": 7.871794871794873e-06,
"loss": 0.0046,
"step": 4650
},
{
"epoch": 9.52,
"learning_rate": 7.85897435897436e-06,
"loss": 0.0036,
"step": 4675
},
{
"epoch": 9.57,
"learning_rate": 7.846153846153847e-06,
"loss": 0.0029,
"step": 4700
},
{
"epoch": 9.62,
"learning_rate": 7.833333333333333e-06,
"loss": 0.0031,
"step": 4725
},
{
"epoch": 9.67,
"learning_rate": 7.820512820512822e-06,
"loss": 0.0043,
"step": 4750
},
{
"epoch": 9.73,
"learning_rate": 7.807692307692309e-06,
"loss": 0.0031,
"step": 4775
},
{
"epoch": 9.78,
"learning_rate": 7.794871794871796e-06,
"loss": 0.0037,
"step": 4800
},
{
"epoch": 9.83,
"learning_rate": 7.782051282051282e-06,
"loss": 0.0031,
"step": 4825
},
{
"epoch": 9.88,
"learning_rate": 7.76923076923077e-06,
"loss": 0.0033,
"step": 4850
},
{
"epoch": 9.93,
"learning_rate": 7.756410256410258e-06,
"loss": 0.0043,
"step": 4875
},
{
"epoch": 9.98,
"learning_rate": 7.743589743589745e-06,
"loss": 0.0047,
"step": 4900
},
{
"epoch": 10.03,
"learning_rate": 7.730769230769231e-06,
"loss": 0.0031,
"step": 4925
},
{
"epoch": 10.08,
"learning_rate": 7.717948717948718e-06,
"loss": 0.0018,
"step": 4950
},
{
"epoch": 10.13,
"learning_rate": 7.705128205128207e-06,
"loss": 0.003,
"step": 4975
},
{
"epoch": 10.18,
"learning_rate": 7.692307692307694e-06,
"loss": 0.0024,
"step": 5000
},
{
"epoch": 10.18,
"eval_loss": 0.2341163605451584,
"eval_runtime": 3188.2366,
"eval_samples_per_second": 4.927,
"eval_steps_per_second": 0.308,
"eval_wer": 4.892318943782597,
"step": 5000
},
{
"epoch": 10.23,
"learning_rate": 7.67948717948718e-06,
"loss": 0.0026,
"step": 5025
},
{
"epoch": 10.29,
"learning_rate": 7.666666666666667e-06,
"loss": 0.0023,
"step": 5050
},
{
"epoch": 10.34,
"learning_rate": 7.653846153846154e-06,
"loss": 0.0033,
"step": 5075
},
{
"epoch": 10.39,
"learning_rate": 7.641025641025641e-06,
"loss": 0.003,
"step": 5100
},
{
"epoch": 10.44,
"learning_rate": 7.6282051282051286e-06,
"loss": 0.0035,
"step": 5125
},
{
"epoch": 10.49,
"learning_rate": 7.615384615384615e-06,
"loss": 0.0031,
"step": 5150
},
{
"epoch": 10.54,
"learning_rate": 7.602564102564103e-06,
"loss": 0.0041,
"step": 5175
},
{
"epoch": 10.59,
"learning_rate": 7.58974358974359e-06,
"loss": 0.0028,
"step": 5200
},
{
"epoch": 10.64,
"learning_rate": 7.5769230769230775e-06,
"loss": 0.0027,
"step": 5225
},
{
"epoch": 10.69,
"learning_rate": 7.564102564102564e-06,
"loss": 0.0019,
"step": 5250
},
{
"epoch": 10.74,
"learning_rate": 7.551282051282052e-06,
"loss": 0.0024,
"step": 5275
},
{
"epoch": 10.79,
"learning_rate": 7.538461538461539e-06,
"loss": 0.0021,
"step": 5300
},
{
"epoch": 10.85,
"learning_rate": 7.5256410256410265e-06,
"loss": 0.0028,
"step": 5325
},
{
"epoch": 10.9,
"learning_rate": 7.512820512820513e-06,
"loss": 0.0029,
"step": 5350
},
{
"epoch": 10.95,
"learning_rate": 7.500000000000001e-06,
"loss": 0.0047,
"step": 5375
},
{
"epoch": 11.0,
"learning_rate": 7.487179487179488e-06,
"loss": 0.0037,
"step": 5400
},
{
"epoch": 11.05,
"learning_rate": 7.474871794871795e-06,
"loss": 0.0033,
"step": 5425
},
{
"epoch": 11.1,
"learning_rate": 7.462051282051282e-06,
"loss": 0.0026,
"step": 5450
},
{
"epoch": 11.15,
"learning_rate": 7.44923076923077e-06,
"loss": 0.0024,
"step": 5475
},
{
"epoch": 11.2,
"learning_rate": 7.436410256410257e-06,
"loss": 0.0025,
"step": 5500
},
{
"epoch": 11.25,
"learning_rate": 7.423589743589744e-06,
"loss": 0.0023,
"step": 5525
},
{
"epoch": 11.3,
"learning_rate": 7.410769230769231e-06,
"loss": 0.0027,
"step": 5550
},
{
"epoch": 11.35,
"learning_rate": 7.397948717948719e-06,
"loss": 0.0027,
"step": 5575
},
{
"epoch": 11.41,
"learning_rate": 7.385128205128206e-06,
"loss": 0.0025,
"step": 5600
},
{
"epoch": 11.46,
"learning_rate": 7.372307692307693e-06,
"loss": 0.0017,
"step": 5625
},
{
"epoch": 11.51,
"learning_rate": 7.35948717948718e-06,
"loss": 0.0031,
"step": 5650
},
{
"epoch": 11.56,
"learning_rate": 7.346666666666668e-06,
"loss": 0.0046,
"step": 5675
},
{
"epoch": 11.61,
"learning_rate": 7.333846153846155e-06,
"loss": 0.0031,
"step": 5700
},
{
"epoch": 11.66,
"learning_rate": 7.321025641025642e-06,
"loss": 0.0029,
"step": 5725
},
{
"epoch": 11.71,
"learning_rate": 7.308205128205129e-06,
"loss": 0.0027,
"step": 5750
},
{
"epoch": 11.76,
"learning_rate": 7.295384615384617e-06,
"loss": 0.0036,
"step": 5775
},
{
"epoch": 11.81,
"learning_rate": 7.2825641025641036e-06,
"loss": 0.003,
"step": 5800
},
{
"epoch": 11.86,
"learning_rate": 7.269743589743591e-06,
"loss": 0.0031,
"step": 5825
},
{
"epoch": 11.91,
"learning_rate": 7.256923076923078e-06,
"loss": 0.0035,
"step": 5850
},
{
"epoch": 11.97,
"learning_rate": 7.244102564102564e-06,
"loss": 0.0034,
"step": 5875
},
{
"epoch": 12.02,
"learning_rate": 7.231282051282052e-06,
"loss": 0.0022,
"step": 5900
},
{
"epoch": 12.07,
"learning_rate": 7.2184615384615385e-06,
"loss": 0.0021,
"step": 5925
},
{
"epoch": 12.12,
"learning_rate": 7.205641025641026e-06,
"loss": 0.0015,
"step": 5950
},
{
"epoch": 12.17,
"learning_rate": 7.192820512820513e-06,
"loss": 0.002,
"step": 5975
},
{
"epoch": 12.22,
"learning_rate": 7.180000000000001e-06,
"loss": 0.0015,
"step": 6000
},
{
"epoch": 12.22,
"eval_loss": 0.2458568662405014,
"eval_runtime": 3184.4333,
"eval_samples_per_second": 4.933,
"eval_steps_per_second": 0.308,
"eval_wer": 4.93401848893679,
"step": 6000
},
{
"epoch": 12.27,
"learning_rate": 7.1671794871794875e-06,
"loss": 0.0019,
"step": 6025
},
{
"epoch": 12.32,
"learning_rate": 7.154358974358974e-06,
"loss": 0.0022,
"step": 6050
},
{
"epoch": 12.37,
"learning_rate": 7.141538461538462e-06,
"loss": 0.0022,
"step": 6075
},
{
"epoch": 12.42,
"learning_rate": 7.128717948717949e-06,
"loss": 0.0034,
"step": 6100
},
{
"epoch": 12.47,
"learning_rate": 7.1158974358974365e-06,
"loss": 0.0037,
"step": 6125
},
{
"epoch": 12.53,
"learning_rate": 7.103076923076923e-06,
"loss": 0.0031,
"step": 6150
},
{
"epoch": 12.58,
"learning_rate": 7.090256410256411e-06,
"loss": 0.0024,
"step": 6175
},
{
"epoch": 12.63,
"learning_rate": 7.077435897435898e-06,
"loss": 0.0037,
"step": 6200
},
{
"epoch": 12.68,
"learning_rate": 7.0646153846153855e-06,
"loss": 0.0028,
"step": 6225
},
{
"epoch": 12.73,
"learning_rate": 7.051794871794872e-06,
"loss": 0.0037,
"step": 6250
},
{
"epoch": 12.78,
"learning_rate": 7.03897435897436e-06,
"loss": 0.0028,
"step": 6275
},
{
"epoch": 12.83,
"learning_rate": 7.026153846153847e-06,
"loss": 0.0034,
"step": 6300
},
{
"epoch": 12.88,
"learning_rate": 7.0133333333333345e-06,
"loss": 0.0028,
"step": 6325
},
{
"epoch": 12.93,
"learning_rate": 7.000512820512821e-06,
"loss": 0.0032,
"step": 6350
},
{
"epoch": 12.98,
"learning_rate": 6.987692307692309e-06,
"loss": 0.0029,
"step": 6375
},
{
"epoch": 13.03,
"learning_rate": 6.974871794871796e-06,
"loss": 0.0021,
"step": 6400
},
{
"epoch": 13.09,
"learning_rate": 6.9620512820512835e-06,
"loss": 0.0025,
"step": 6425
},
{
"epoch": 13.14,
"learning_rate": 6.94923076923077e-06,
"loss": 0.0024,
"step": 6450
},
{
"epoch": 13.19,
"learning_rate": 6.936410256410256e-06,
"loss": 0.0022,
"step": 6475
},
{
"epoch": 13.24,
"learning_rate": 6.923589743589744e-06,
"loss": 0.0018,
"step": 6500
},
{
"epoch": 13.29,
"learning_rate": 6.910769230769231e-06,
"loss": 0.0021,
"step": 6525
},
{
"epoch": 13.34,
"learning_rate": 6.8979487179487185e-06,
"loss": 0.0019,
"step": 6550
},
{
"epoch": 13.39,
"learning_rate": 6.885128205128205e-06,
"loss": 0.0016,
"step": 6575
},
{
"epoch": 13.44,
"learning_rate": 6.872307692307693e-06,
"loss": 0.0023,
"step": 6600
},
{
"epoch": 13.49,
"learning_rate": 6.85948717948718e-06,
"loss": 0.0028,
"step": 6625
},
{
"epoch": 13.54,
"learning_rate": 6.846666666666667e-06,
"loss": 0.0026,
"step": 6650
},
{
"epoch": 13.59,
"learning_rate": 6.833846153846154e-06,
"loss": 0.0024,
"step": 6675
},
{
"epoch": 13.65,
"learning_rate": 6.821025641025641e-06,
"loss": 0.0029,
"step": 6700
},
{
"epoch": 13.7,
"learning_rate": 6.808205128205129e-06,
"loss": 0.0027,
"step": 6725
},
{
"epoch": 13.75,
"learning_rate": 6.795384615384616e-06,
"loss": 0.0028,
"step": 6750
},
{
"epoch": 13.8,
"learning_rate": 6.782564102564103e-06,
"loss": 0.0031,
"step": 6775
},
{
"epoch": 13.85,
"learning_rate": 6.76974358974359e-06,
"loss": 0.0024,
"step": 6800
},
{
"epoch": 13.9,
"learning_rate": 6.756923076923078e-06,
"loss": 0.0021,
"step": 6825
},
{
"epoch": 13.95,
"learning_rate": 6.744102564102565e-06,
"loss": 0.002,
"step": 6850
},
{
"epoch": 14.0,
"learning_rate": 6.731282051282052e-06,
"loss": 0.0024,
"step": 6875
},
{
"epoch": 14.05,
"learning_rate": 6.718461538461539e-06,
"loss": 0.0015,
"step": 6900
},
{
"epoch": 14.1,
"learning_rate": 6.705641025641027e-06,
"loss": 0.0022,
"step": 6925
},
{
"epoch": 14.15,
"learning_rate": 6.692820512820514e-06,
"loss": 0.0013,
"step": 6950
},
{
"epoch": 14.21,
"learning_rate": 6.680000000000001e-06,
"loss": 0.0012,
"step": 6975
},
{
"epoch": 14.26,
"learning_rate": 6.667179487179488e-06,
"loss": 0.0021,
"step": 7000
},
{
"epoch": 14.26,
"eval_loss": 0.25577312707901,
"eval_runtime": 3186.4396,
"eval_samples_per_second": 4.93,
"eval_steps_per_second": 0.308,
"eval_wer": 4.927603174297683,
"step": 7000
},
{
"epoch": 14.31,
"learning_rate": 6.654358974358976e-06,
"loss": 0.0021,
"step": 7025
},
{
"epoch": 14.36,
"learning_rate": 6.641538461538463e-06,
"loss": 0.0017,
"step": 7050
},
{
"epoch": 14.41,
"learning_rate": 6.6287179487179486e-06,
"loss": 0.0018,
"step": 7075
},
{
"epoch": 14.46,
"learning_rate": 6.615897435897436e-06,
"loss": 0.0024,
"step": 7100
},
{
"epoch": 14.51,
"learning_rate": 6.603076923076923e-06,
"loss": 0.0023,
"step": 7125
},
{
"epoch": 14.56,
"learning_rate": 6.590256410256411e-06,
"loss": 0.0023,
"step": 7150
},
{
"epoch": 14.61,
"learning_rate": 6.5774358974358976e-06,
"loss": 0.0026,
"step": 7175
},
{
"epoch": 14.66,
"learning_rate": 6.564615384615385e-06,
"loss": 0.0022,
"step": 7200
},
{
"epoch": 14.71,
"learning_rate": 6.551794871794872e-06,
"loss": 0.0013,
"step": 7225
},
{
"epoch": 14.77,
"learning_rate": 6.538974358974359e-06,
"loss": 0.0014,
"step": 7250
},
{
"epoch": 14.82,
"learning_rate": 6.5261538461538465e-06,
"loss": 0.0026,
"step": 7275
},
{
"epoch": 14.87,
"learning_rate": 6.513333333333333e-06,
"loss": 0.0021,
"step": 7300
},
{
"epoch": 14.92,
"learning_rate": 6.500512820512821e-06,
"loss": 0.0017,
"step": 7325
},
{
"epoch": 14.97,
"learning_rate": 6.487692307692308e-06,
"loss": 0.0024,
"step": 7350
},
{
"epoch": 15.02,
"learning_rate": 6.4748717948717955e-06,
"loss": 0.003,
"step": 7375
},
{
"epoch": 15.07,
"learning_rate": 6.462051282051282e-06,
"loss": 0.0013,
"step": 7400
},
{
"epoch": 15.12,
"learning_rate": 6.44923076923077e-06,
"loss": 0.0011,
"step": 7425
},
{
"epoch": 15.17,
"learning_rate": 6.436410256410257e-06,
"loss": 0.0015,
"step": 7450
},
{
"epoch": 15.22,
"learning_rate": 6.4235897435897445e-06,
"loss": 0.0015,
"step": 7475
},
{
"epoch": 15.27,
"learning_rate": 6.410769230769231e-06,
"loss": 0.0013,
"step": 7500
},
{
"epoch": 15.33,
"learning_rate": 6.397948717948719e-06,
"loss": 0.0012,
"step": 7525
},
{
"epoch": 15.38,
"learning_rate": 6.385128205128206e-06,
"loss": 0.0014,
"step": 7550
},
{
"epoch": 15.43,
"learning_rate": 6.3723076923076935e-06,
"loss": 0.0019,
"step": 7575
},
{
"epoch": 15.48,
"learning_rate": 6.35948717948718e-06,
"loss": 0.0025,
"step": 7600
},
{
"epoch": 15.53,
"learning_rate": 6.346666666666668e-06,
"loss": 0.0021,
"step": 7625
},
{
"epoch": 15.58,
"learning_rate": 6.333846153846155e-06,
"loss": 0.0016,
"step": 7650
},
{
"epoch": 15.63,
"learning_rate": 6.3210256410256425e-06,
"loss": 0.0017,
"step": 7675
},
{
"epoch": 15.68,
"learning_rate": 6.3082051282051285e-06,
"loss": 0.0014,
"step": 7700
},
{
"epoch": 15.73,
"learning_rate": 6.295384615384615e-06,
"loss": 0.0018,
"step": 7725
},
{
"epoch": 15.78,
"learning_rate": 6.282564102564103e-06,
"loss": 0.0023,
"step": 7750
},
{
"epoch": 15.84,
"learning_rate": 6.26974358974359e-06,
"loss": 0.0019,
"step": 7775
},
{
"epoch": 15.89,
"learning_rate": 6.2569230769230775e-06,
"loss": 0.0014,
"step": 7800
},
{
"epoch": 15.94,
"learning_rate": 6.244102564102564e-06,
"loss": 0.0015,
"step": 7825
},
{
"epoch": 15.99,
"learning_rate": 6.231282051282051e-06,
"loss": 0.002,
"step": 7850
},
{
"epoch": 16.04,
"learning_rate": 6.218461538461539e-06,
"loss": 0.0016,
"step": 7875
},
{
"epoch": 16.09,
"learning_rate": 6.205641025641026e-06,
"loss": 0.002,
"step": 7900
},
{
"epoch": 16.14,
"learning_rate": 6.192820512820513e-06,
"loss": 0.001,
"step": 7925
},
{
"epoch": 16.19,
"learning_rate": 6.18e-06,
"loss": 0.0013,
"step": 7950
},
{
"epoch": 16.24,
"learning_rate": 6.167179487179488e-06,
"loss": 0.0007,
"step": 7975
},
{
"epoch": 16.29,
"learning_rate": 6.154358974358975e-06,
"loss": 0.0011,
"step": 8000
},
{
"epoch": 16.29,
"eval_loss": 0.2540310025215149,
"eval_runtime": 3185.1352,
"eval_samples_per_second": 4.932,
"eval_steps_per_second": 0.308,
"eval_wer": 5.101458201017469,
"step": 8000
},
{
"epoch": 16.34,
"learning_rate": 6.141538461538462e-06,
"loss": 0.001,
"step": 8025
},
{
"epoch": 16.4,
"learning_rate": 6.128717948717949e-06,
"loss": 0.0015,
"step": 8050
},
{
"epoch": 16.45,
"learning_rate": 6.115897435897437e-06,
"loss": 0.0017,
"step": 8075
},
{
"epoch": 16.5,
"learning_rate": 6.103076923076924e-06,
"loss": 0.0022,
"step": 8100
},
{
"epoch": 16.55,
"learning_rate": 6.090256410256411e-06,
"loss": 0.0018,
"step": 8125
},
{
"epoch": 16.6,
"learning_rate": 6.077435897435898e-06,
"loss": 0.0013,
"step": 8150
},
{
"epoch": 16.65,
"learning_rate": 6.064615384615386e-06,
"loss": 0.0011,
"step": 8175
},
{
"epoch": 16.7,
"learning_rate": 6.051794871794873e-06,
"loss": 0.0015,
"step": 8200
},
{
"epoch": 16.75,
"learning_rate": 6.03897435897436e-06,
"loss": 0.0022,
"step": 8225
},
{
"epoch": 16.8,
"learning_rate": 6.026153846153847e-06,
"loss": 0.0022,
"step": 8250
},
{
"epoch": 16.85,
"learning_rate": 6.013333333333335e-06,
"loss": 0.0033,
"step": 8275
},
{
"epoch": 16.9,
"learning_rate": 6.000512820512821e-06,
"loss": 0.0023,
"step": 8300
},
{
"epoch": 16.96,
"learning_rate": 5.9876923076923076e-06,
"loss": 0.002,
"step": 8325
},
{
"epoch": 17.01,
"learning_rate": 5.974871794871795e-06,
"loss": 0.0019,
"step": 8350
},
{
"epoch": 17.06,
"learning_rate": 5.962051282051282e-06,
"loss": 0.0014,
"step": 8375
},
{
"epoch": 17.11,
"learning_rate": 5.94923076923077e-06,
"loss": 0.0011,
"step": 8400
},
{
"epoch": 17.16,
"learning_rate": 5.9364102564102566e-06,
"loss": 0.0014,
"step": 8425
},
{
"epoch": 17.21,
"learning_rate": 5.923589743589744e-06,
"loss": 0.0019,
"step": 8450
},
{
"epoch": 17.26,
"learning_rate": 5.910769230769231e-06,
"loss": 0.002,
"step": 8475
},
{
"epoch": 17.31,
"learning_rate": 5.897948717948718e-06,
"loss": 0.0012,
"step": 8500
},
{
"epoch": 17.36,
"learning_rate": 5.8851282051282056e-06,
"loss": 0.0009,
"step": 8525
},
{
"epoch": 17.41,
"learning_rate": 5.872307692307692e-06,
"loss": 0.0019,
"step": 8550
},
{
"epoch": 17.46,
"learning_rate": 5.85948717948718e-06,
"loss": 0.0013,
"step": 8575
},
{
"epoch": 17.52,
"learning_rate": 5.846666666666667e-06,
"loss": 0.0012,
"step": 8600
},
{
"epoch": 17.57,
"learning_rate": 5.8338461538461545e-06,
"loss": 0.0017,
"step": 8625
},
{
"epoch": 17.62,
"learning_rate": 5.821025641025641e-06,
"loss": 0.0009,
"step": 8650
},
{
"epoch": 17.67,
"learning_rate": 5.808205128205129e-06,
"loss": 0.0021,
"step": 8675
},
{
"epoch": 17.72,
"learning_rate": 5.795384615384616e-06,
"loss": 0.0015,
"step": 8700
},
{
"epoch": 17.77,
"learning_rate": 5.7825641025641035e-06,
"loss": 0.0015,
"step": 8725
},
{
"epoch": 17.82,
"learning_rate": 5.76974358974359e-06,
"loss": 0.0012,
"step": 8750
},
{
"epoch": 17.87,
"learning_rate": 5.756923076923078e-06,
"loss": 0.0015,
"step": 8775
},
{
"epoch": 17.92,
"learning_rate": 5.744102564102565e-06,
"loss": 0.0017,
"step": 8800
},
{
"epoch": 17.97,
"learning_rate": 5.7312820512820525e-06,
"loss": 0.0017,
"step": 8825
},
{
"epoch": 18.02,
"learning_rate": 5.718461538461539e-06,
"loss": 0.0017,
"step": 8850
},
{
"epoch": 18.08,
"learning_rate": 5.705641025641027e-06,
"loss": 0.0023,
"step": 8875
},
{
"epoch": 18.13,
"learning_rate": 5.692820512820513e-06,
"loss": 0.0014,
"step": 8900
},
{
"epoch": 18.18,
"learning_rate": 5.68e-06,
"loss": 0.0016,
"step": 8925
},
{
"epoch": 18.23,
"learning_rate": 5.6671794871794875e-06,
"loss": 0.0015,
"step": 8950
},
{
"epoch": 18.28,
"learning_rate": 5.654358974358974e-06,
"loss": 0.0009,
"step": 8975
},
{
"epoch": 18.33,
"learning_rate": 5.641538461538462e-06,
"loss": 0.0013,
"step": 9000
},
{
"epoch": 18.33,
"eval_loss": 0.26109546422958374,
"eval_runtime": 3205.1098,
"eval_samples_per_second": 4.901,
"eval_steps_per_second": 0.306,
"eval_wer": 5.185498822789763,
"step": 9000
},
{
"epoch": 18.38,
"learning_rate": 5.628717948717949e-06,
"loss": 0.0013,
"step": 9025
},
{
"epoch": 18.43,
"learning_rate": 5.6158974358974365e-06,
"loss": 0.0015,
"step": 9050
},
{
"epoch": 18.48,
"learning_rate": 5.603076923076923e-06,
"loss": 0.0014,
"step": 9075
},
{
"epoch": 18.53,
"learning_rate": 5.59025641025641e-06,
"loss": 0.001,
"step": 9100
},
{
"epoch": 18.58,
"learning_rate": 5.577435897435898e-06,
"loss": 0.0013,
"step": 9125
},
{
"epoch": 18.64,
"learning_rate": 5.564615384615385e-06,
"loss": 0.0019,
"step": 9150
},
{
"epoch": 18.69,
"learning_rate": 5.551794871794872e-06,
"loss": 0.0017,
"step": 9175
},
{
"epoch": 18.74,
"learning_rate": 5.538974358974359e-06,
"loss": 0.0016,
"step": 9200
},
{
"epoch": 18.79,
"learning_rate": 5.526153846153847e-06,
"loss": 0.0013,
"step": 9225
},
{
"epoch": 18.84,
"learning_rate": 5.513333333333334e-06,
"loss": 0.0017,
"step": 9250
},
{
"epoch": 18.89,
"learning_rate": 5.500512820512821e-06,
"loss": 0.0015,
"step": 9275
},
{
"epoch": 18.94,
"learning_rate": 5.487692307692308e-06,
"loss": 0.0029,
"step": 9300
},
{
"epoch": 18.99,
"learning_rate": 5.474871794871796e-06,
"loss": 0.0031,
"step": 9325
},
{
"epoch": 19.04,
"learning_rate": 5.462051282051283e-06,
"loss": 0.0014,
"step": 9350
},
{
"epoch": 19.09,
"learning_rate": 5.44923076923077e-06,
"loss": 0.001,
"step": 9375
},
{
"epoch": 19.14,
"learning_rate": 5.436410256410257e-06,
"loss": 0.0019,
"step": 9400
},
{
"epoch": 19.2,
"learning_rate": 5.423589743589745e-06,
"loss": 0.0014,
"step": 9425
},
{
"epoch": 19.25,
"learning_rate": 5.410769230769232e-06,
"loss": 0.0018,
"step": 9450
},
{
"epoch": 19.3,
"learning_rate": 5.397948717948719e-06,
"loss": 0.0018,
"step": 9475
},
{
"epoch": 19.35,
"learning_rate": 5.385128205128206e-06,
"loss": 0.0007,
"step": 9500
},
{
"epoch": 19.4,
"learning_rate": 5.372307692307692e-06,
"loss": 0.0008,
"step": 9525
},
{
"epoch": 19.45,
"learning_rate": 5.35948717948718e-06,
"loss": 0.001,
"step": 9550
},
{
"epoch": 19.5,
"learning_rate": 5.346666666666667e-06,
"loss": 0.001,
"step": 9575
},
{
"epoch": 19.55,
"learning_rate": 5.333846153846154e-06,
"loss": 0.0007,
"step": 9600
},
{
"epoch": 19.6,
"learning_rate": 5.321025641025641e-06,
"loss": 0.0016,
"step": 9625
},
{
"epoch": 19.65,
"learning_rate": 5.308205128205129e-06,
"loss": 0.0012,
"step": 9650
},
{
"epoch": 19.7,
"learning_rate": 5.2953846153846156e-06,
"loss": 0.0009,
"step": 9675
},
{
"epoch": 19.76,
"learning_rate": 5.283076923076923e-06,
"loss": 0.0015,
"step": 9700
},
{
"epoch": 19.81,
"learning_rate": 5.27025641025641e-06,
"loss": 0.0007,
"step": 9725
},
{
"epoch": 19.86,
"learning_rate": 5.2574358974358975e-06,
"loss": 0.0011,
"step": 9750
},
{
"epoch": 19.91,
"learning_rate": 5.244615384615384e-06,
"loss": 0.0015,
"step": 9775
},
{
"epoch": 19.96,
"learning_rate": 5.231794871794872e-06,
"loss": 0.001,
"step": 9800
},
{
"epoch": 20.01,
"learning_rate": 5.218974358974359e-06,
"loss": 0.0024,
"step": 9825
},
{
"epoch": 20.06,
"learning_rate": 5.2061538461538465e-06,
"loss": 0.001,
"step": 9850
},
{
"epoch": 20.11,
"learning_rate": 5.193333333333333e-06,
"loss": 0.0009,
"step": 9875
},
{
"epoch": 20.16,
"learning_rate": 5.180512820512821e-06,
"loss": 0.0008,
"step": 9900
},
{
"epoch": 20.21,
"learning_rate": 5.167692307692308e-06,
"loss": 0.0011,
"step": 9925
},
{
"epoch": 20.26,
"learning_rate": 5.1548717948717955e-06,
"loss": 0.0009,
"step": 9950
},
{
"epoch": 20.32,
"learning_rate": 5.142051282051282e-06,
"loss": 0.0005,
"step": 9975
},
{
"epoch": 20.37,
"learning_rate": 5.12923076923077e-06,
"loss": 0.0005,
"step": 10000
},
{
"epoch": 20.37,
"eval_loss": 0.27195730805397034,
"eval_runtime": 3197.6224,
"eval_samples_per_second": 4.912,
"eval_steps_per_second": 0.307,
"eval_wer": 4.937867677720254,
"step": 10000
},
{
"epoch": 20.42,
"learning_rate": 5.116410256410257e-06,
"loss": 0.0008,
"step": 10025
},
{
"epoch": 20.47,
"learning_rate": 5.1035897435897445e-06,
"loss": 0.0007,
"step": 10050
},
{
"epoch": 20.52,
"learning_rate": 5.090769230769231e-06,
"loss": 0.0007,
"step": 10075
},
{
"epoch": 20.57,
"learning_rate": 5.077948717948719e-06,
"loss": 0.0008,
"step": 10100
},
{
"epoch": 20.62,
"learning_rate": 5.065128205128206e-06,
"loss": 0.0015,
"step": 10125
},
{
"epoch": 20.67,
"learning_rate": 5.052307692307693e-06,
"loss": 0.0009,
"step": 10150
},
{
"epoch": 20.72,
"learning_rate": 5.03948717948718e-06,
"loss": 0.0007,
"step": 10175
},
{
"epoch": 20.77,
"learning_rate": 5.026666666666667e-06,
"loss": 0.0005,
"step": 10200
},
{
"epoch": 20.82,
"learning_rate": 5.013846153846155e-06,
"loss": 0.0007,
"step": 10225
},
{
"epoch": 20.88,
"learning_rate": 5.001025641025642e-06,
"loss": 0.0013,
"step": 10250
},
{
"epoch": 20.93,
"learning_rate": 4.988205128205128e-06,
"loss": 0.0007,
"step": 10275
},
{
"epoch": 20.98,
"learning_rate": 4.975384615384616e-06,
"loss": 0.0008,
"step": 10300
},
{
"epoch": 21.03,
"learning_rate": 4.962564102564103e-06,
"loss": 0.0004,
"step": 10325
},
{
"epoch": 21.08,
"learning_rate": 4.949743589743591e-06,
"loss": 0.0004,
"step": 10350
},
{
"epoch": 21.13,
"learning_rate": 4.936923076923077e-06,
"loss": 0.0003,
"step": 10375
},
{
"epoch": 21.18,
"learning_rate": 4.924102564102565e-06,
"loss": 0.0003,
"step": 10400
},
{
"epoch": 21.23,
"learning_rate": 4.911282051282052e-06,
"loss": 0.0003,
"step": 10425
},
{
"epoch": 21.28,
"learning_rate": 4.898461538461539e-06,
"loss": 0.0007,
"step": 10450
},
{
"epoch": 21.33,
"learning_rate": 4.8856410256410256e-06,
"loss": 0.0009,
"step": 10475
},
{
"epoch": 21.38,
"learning_rate": 4.872820512820513e-06,
"loss": 0.0004,
"step": 10500
},
{
"epoch": 21.44,
"learning_rate": 4.86e-06,
"loss": 0.0003,
"step": 10525
},
{
"epoch": 21.49,
"learning_rate": 4.847179487179488e-06,
"loss": 0.0007,
"step": 10550
},
{
"epoch": 21.54,
"learning_rate": 4.8343589743589746e-06,
"loss": 0.0004,
"step": 10575
},
{
"epoch": 21.59,
"learning_rate": 4.821538461538462e-06,
"loss": 0.0009,
"step": 10600
},
{
"epoch": 21.64,
"learning_rate": 4.808717948717949e-06,
"loss": 0.002,
"step": 10625
},
{
"epoch": 21.69,
"learning_rate": 4.795897435897437e-06,
"loss": 0.0013,
"step": 10650
},
{
"epoch": 21.74,
"learning_rate": 4.7830769230769235e-06,
"loss": 0.0013,
"step": 10675
},
{
"epoch": 21.79,
"learning_rate": 4.770256410256411e-06,
"loss": 0.0015,
"step": 10700
},
{
"epoch": 21.84,
"learning_rate": 4.757435897435898e-06,
"loss": 0.0008,
"step": 10725
},
{
"epoch": 21.89,
"learning_rate": 4.744615384615385e-06,
"loss": 0.0011,
"step": 10750
},
{
"epoch": 21.95,
"learning_rate": 4.731794871794872e-06,
"loss": 0.0009,
"step": 10775
},
{
"epoch": 22.0,
"learning_rate": 4.718974358974359e-06,
"loss": 0.0013,
"step": 10800
},
{
"epoch": 22.05,
"learning_rate": 4.706153846153846e-06,
"loss": 0.0013,
"step": 10825
},
{
"epoch": 22.1,
"learning_rate": 4.693333333333334e-06,
"loss": 0.0007,
"step": 10850
},
{
"epoch": 22.15,
"learning_rate": 4.680512820512821e-06,
"loss": 0.001,
"step": 10875
},
{
"epoch": 22.2,
"learning_rate": 4.667692307692308e-06,
"loss": 0.0008,
"step": 10900
},
{
"epoch": 22.25,
"learning_rate": 4.654871794871795e-06,
"loss": 0.0006,
"step": 10925
},
{
"epoch": 22.3,
"learning_rate": 4.642051282051283e-06,
"loss": 0.0007,
"step": 10950
},
{
"epoch": 22.35,
"learning_rate": 4.62923076923077e-06,
"loss": 0.0012,
"step": 10975
},
{
"epoch": 22.4,
"learning_rate": 4.616410256410257e-06,
"loss": 0.0028,
"step": 11000
},
{
"epoch": 22.4,
"eval_loss": 0.26136788725852966,
"eval_runtime": 3186.494,
"eval_samples_per_second": 4.93,
"eval_steps_per_second": 0.308,
"eval_wer": 5.011002264606067,
"step": 11000
},
{
"epoch": 22.45,
"learning_rate": 4.603589743589744e-06,
"loss": 0.0008,
"step": 11025
},
{
"epoch": 22.51,
"learning_rate": 4.590769230769232e-06,
"loss": 0.0008,
"step": 11050
},
{
"epoch": 22.56,
"learning_rate": 4.577948717948718e-06,
"loss": 0.0007,
"step": 11075
},
{
"epoch": 22.61,
"learning_rate": 4.5651282051282055e-06,
"loss": 0.001,
"step": 11100
},
{
"epoch": 22.66,
"learning_rate": 4.552307692307692e-06,
"loss": 0.001,
"step": 11125
},
{
"epoch": 22.71,
"learning_rate": 4.53948717948718e-06,
"loss": 0.0012,
"step": 11150
},
{
"epoch": 22.76,
"learning_rate": 4.526666666666667e-06,
"loss": 0.0014,
"step": 11175
},
{
"epoch": 22.81,
"learning_rate": 4.5138461538461545e-06,
"loss": 0.0018,
"step": 11200
},
{
"epoch": 22.86,
"learning_rate": 4.501025641025641e-06,
"loss": 0.0013,
"step": 11225
},
{
"epoch": 22.91,
"learning_rate": 4.488205128205129e-06,
"loss": 0.0014,
"step": 11250
},
{
"epoch": 22.96,
"learning_rate": 4.475384615384616e-06,
"loss": 0.0015,
"step": 11275
},
{
"epoch": 23.01,
"learning_rate": 4.4625641025641035e-06,
"loss": 0.0018,
"step": 11300
},
{
"epoch": 23.07,
"learning_rate": 4.44974358974359e-06,
"loss": 0.0008,
"step": 11325
},
{
"epoch": 23.12,
"learning_rate": 4.436923076923078e-06,
"loss": 0.0017,
"step": 11350
},
{
"epoch": 23.17,
"learning_rate": 4.424102564102564e-06,
"loss": 0.0017,
"step": 11375
},
{
"epoch": 23.22,
"learning_rate": 4.411282051282052e-06,
"loss": 0.0014,
"step": 11400
},
{
"epoch": 23.27,
"learning_rate": 4.3984615384615384e-06,
"loss": 0.0014,
"step": 11425
},
{
"epoch": 23.32,
"learning_rate": 4.385641025641026e-06,
"loss": 0.0008,
"step": 11450
},
{
"epoch": 23.37,
"learning_rate": 4.372820512820513e-06,
"loss": 0.0005,
"step": 11475
},
{
"epoch": 23.42,
"learning_rate": 4.360000000000001e-06,
"loss": 0.001,
"step": 11500
},
{
"epoch": 23.47,
"learning_rate": 4.3471794871794874e-06,
"loss": 0.0005,
"step": 11525
},
{
"epoch": 23.52,
"learning_rate": 4.334358974358975e-06,
"loss": 0.0008,
"step": 11550
},
{
"epoch": 23.57,
"learning_rate": 4.321538461538462e-06,
"loss": 0.0007,
"step": 11575
},
{
"epoch": 23.63,
"learning_rate": 4.30871794871795e-06,
"loss": 0.0015,
"step": 11600
},
{
"epoch": 23.68,
"learning_rate": 4.2958974358974364e-06,
"loss": 0.0014,
"step": 11625
},
{
"epoch": 23.73,
"learning_rate": 4.283076923076924e-06,
"loss": 0.001,
"step": 11650
},
{
"epoch": 23.78,
"learning_rate": 4.27025641025641e-06,
"loss": 0.001,
"step": 11675
},
{
"epoch": 23.83,
"learning_rate": 4.257435897435898e-06,
"loss": 0.0006,
"step": 11700
},
{
"epoch": 23.88,
"learning_rate": 4.2446153846153846e-06,
"loss": 0.0007,
"step": 11725
},
{
"epoch": 23.93,
"learning_rate": 4.231794871794872e-06,
"loss": 0.0005,
"step": 11750
},
{
"epoch": 23.98,
"learning_rate": 4.218974358974359e-06,
"loss": 0.0004,
"step": 11775
},
{
"epoch": 24.03,
"learning_rate": 4.206153846153847e-06,
"loss": 0.0005,
"step": 11800
},
{
"epoch": 24.08,
"learning_rate": 4.1933333333333336e-06,
"loss": 0.0003,
"step": 11825
},
{
"epoch": 24.13,
"learning_rate": 4.180512820512821e-06,
"loss": 0.0005,
"step": 11850
},
{
"epoch": 24.19,
"learning_rate": 4.167692307692308e-06,
"loss": 0.0012,
"step": 11875
},
{
"epoch": 24.24,
"learning_rate": 4.154871794871796e-06,
"loss": 0.0016,
"step": 11900
},
{
"epoch": 24.29,
"learning_rate": 4.1420512820512826e-06,
"loss": 0.0009,
"step": 11925
},
{
"epoch": 24.34,
"learning_rate": 4.12923076923077e-06,
"loss": 0.0004,
"step": 11950
},
{
"epoch": 24.39,
"learning_rate": 4.116410256410256e-06,
"loss": 0.0006,
"step": 11975
},
{
"epoch": 24.44,
"learning_rate": 4.103589743589744e-06,
"loss": 0.0004,
"step": 12000
},
{
"epoch": 24.44,
"eval_loss": 0.26515766978263855,
"eval_runtime": 3196.7126,
"eval_samples_per_second": 4.914,
"eval_steps_per_second": 0.307,
"eval_wer": 4.989831726297016,
"step": 12000
},
{
"epoch": 24.49,
"learning_rate": 4.090769230769231e-06,
"loss": 0.0005,
"step": 12025
},
{
"epoch": 24.54,
"learning_rate": 4.077948717948718e-06,
"loss": 0.0007,
"step": 12050
},
{
"epoch": 24.59,
"learning_rate": 4.065128205128205e-06,
"loss": 0.0005,
"step": 12075
},
{
"epoch": 24.64,
"learning_rate": 4.052307692307693e-06,
"loss": 0.0007,
"step": 12100
},
{
"epoch": 24.69,
"learning_rate": 4.03948717948718e-06,
"loss": 0.0004,
"step": 12125
},
{
"epoch": 24.75,
"learning_rate": 4.026666666666667e-06,
"loss": 0.0009,
"step": 12150
},
{
"epoch": 24.8,
"learning_rate": 4.013846153846154e-06,
"loss": 0.0006,
"step": 12175
},
{
"epoch": 24.85,
"learning_rate": 4.001025641025642e-06,
"loss": 0.0004,
"step": 12200
},
{
"epoch": 24.9,
"learning_rate": 3.988205128205129e-06,
"loss": 0.0007,
"step": 12225
},
{
"epoch": 24.95,
"learning_rate": 3.975384615384616e-06,
"loss": 0.0006,
"step": 12250
},
{
"epoch": 25.0,
"learning_rate": 3.962564102564102e-06,
"loss": 0.0004,
"step": 12275
},
{
"epoch": 25.05,
"learning_rate": 3.94974358974359e-06,
"loss": 0.0008,
"step": 12300
},
{
"epoch": 25.1,
"learning_rate": 3.936923076923077e-06,
"loss": 0.001,
"step": 12325
},
{
"epoch": 25.15,
"learning_rate": 3.9241025641025645e-06,
"loss": 0.0004,
"step": 12350
},
{
"epoch": 25.2,
"learning_rate": 3.911282051282051e-06,
"loss": 0.0003,
"step": 12375
},
{
"epoch": 25.25,
"learning_rate": 3.898461538461539e-06,
"loss": 0.0004,
"step": 12400
},
{
"epoch": 25.31,
"learning_rate": 3.885641025641026e-06,
"loss": 0.0002,
"step": 12425
},
{
"epoch": 25.36,
"learning_rate": 3.8728205128205135e-06,
"loss": 0.0006,
"step": 12450
},
{
"epoch": 25.41,
"learning_rate": 3.86e-06,
"loss": 0.0005,
"step": 12475
},
{
"epoch": 25.46,
"learning_rate": 3.847179487179488e-06,
"loss": 0.0003,
"step": 12500
},
{
"epoch": 25.51,
"learning_rate": 3.834358974358975e-06,
"loss": 0.0002,
"step": 12525
},
{
"epoch": 25.56,
"learning_rate": 3.8215384615384625e-06,
"loss": 0.0008,
"step": 12550
},
{
"epoch": 25.61,
"learning_rate": 3.808717948717949e-06,
"loss": 0.0004,
"step": 12575
},
{
"epoch": 25.66,
"learning_rate": 3.795897435897436e-06,
"loss": 0.0003,
"step": 12600
},
{
"epoch": 25.71,
"learning_rate": 3.7830769230769234e-06,
"loss": 0.0002,
"step": 12625
},
{
"epoch": 25.76,
"learning_rate": 3.7702564102564106e-06,
"loss": 0.0007,
"step": 12650
},
{
"epoch": 25.81,
"learning_rate": 3.7574358974358974e-06,
"loss": 0.0007,
"step": 12675
},
{
"epoch": 25.87,
"learning_rate": 3.7446153846153847e-06,
"loss": 0.0005,
"step": 12700
},
{
"epoch": 25.92,
"learning_rate": 3.731794871794872e-06,
"loss": 0.0003,
"step": 12725
},
{
"epoch": 25.97,
"learning_rate": 3.718974358974359e-06,
"loss": 0.0008,
"step": 12750
},
{
"epoch": 26.02,
"learning_rate": 3.7061538461538464e-06,
"loss": 0.0006,
"step": 12775
},
{
"epoch": 26.07,
"learning_rate": 3.6933333333333337e-06,
"loss": 0.0003,
"step": 12800
},
{
"epoch": 26.12,
"learning_rate": 3.680512820512821e-06,
"loss": 0.0002,
"step": 12825
},
{
"epoch": 26.17,
"learning_rate": 3.667692307692308e-06,
"loss": 0.0002,
"step": 12850
},
{
"epoch": 26.22,
"learning_rate": 3.6548717948717954e-06,
"loss": 0.0004,
"step": 12875
},
{
"epoch": 26.27,
"learning_rate": 3.6420512820512823e-06,
"loss": 0.0003,
"step": 12900
},
{
"epoch": 26.32,
"learning_rate": 3.6292307692307695e-06,
"loss": 0.0001,
"step": 12925
},
{
"epoch": 26.37,
"learning_rate": 3.6164102564102568e-06,
"loss": 0.0002,
"step": 12950
},
{
"epoch": 26.43,
"learning_rate": 3.6035897435897436e-06,
"loss": 0.0002,
"step": 12975
},
{
"epoch": 26.48,
"learning_rate": 3.590769230769231e-06,
"loss": 0.0004,
"step": 13000
},
{
"epoch": 26.48,
"eval_loss": 0.2849521338939667,
"eval_runtime": 3188.1273,
"eval_samples_per_second": 4.927,
"eval_steps_per_second": 0.308,
"eval_wer": 4.977642628482714,
"step": 13000
},
{
"epoch": 26.53,
"learning_rate": 3.577948717948718e-06,
"loss": 0.0002,
"step": 13025
},
{
"epoch": 26.58,
"learning_rate": 3.5651282051282053e-06,
"loss": 0.0002,
"step": 13050
},
{
"epoch": 26.63,
"learning_rate": 3.5523076923076926e-06,
"loss": 0.0002,
"step": 13075
},
{
"epoch": 26.68,
"learning_rate": 3.53948717948718e-06,
"loss": 0.0002,
"step": 13100
},
{
"epoch": 26.73,
"learning_rate": 3.526666666666667e-06,
"loss": 0.0005,
"step": 13125
},
{
"epoch": 26.78,
"learning_rate": 3.5138461538461543e-06,
"loss": 0.0002,
"step": 13150
},
{
"epoch": 26.83,
"learning_rate": 3.5010256410256416e-06,
"loss": 0.0002,
"step": 13175
},
{
"epoch": 26.88,
"learning_rate": 3.4882051282051284e-06,
"loss": 0.0002,
"step": 13200
},
{
"epoch": 26.93,
"learning_rate": 3.4753846153846156e-06,
"loss": 0.0001,
"step": 13225
},
{
"epoch": 26.99,
"learning_rate": 3.462564102564103e-06,
"loss": 0.0001,
"step": 13250
},
{
"epoch": 27.04,
"learning_rate": 3.4497435897435897e-06,
"loss": 0.0001,
"step": 13275
},
{
"epoch": 27.09,
"learning_rate": 3.436923076923077e-06,
"loss": 0.0002,
"step": 13300
},
{
"epoch": 27.14,
"learning_rate": 3.424102564102564e-06,
"loss": 0.0001,
"step": 13325
},
{
"epoch": 27.19,
"learning_rate": 3.4112820512820514e-06,
"loss": 0.0001,
"step": 13350
},
{
"epoch": 27.24,
"learning_rate": 3.3984615384615387e-06,
"loss": 0.0001,
"step": 13375
},
{
"epoch": 27.29,
"learning_rate": 3.385641025641026e-06,
"loss": 0.0001,
"step": 13400
},
{
"epoch": 27.34,
"learning_rate": 3.372820512820513e-06,
"loss": 0.0001,
"step": 13425
},
{
"epoch": 27.39,
"learning_rate": 3.3600000000000004e-06,
"loss": 0.0002,
"step": 13450
},
{
"epoch": 27.44,
"learning_rate": 3.3471794871794877e-06,
"loss": 0.0001,
"step": 13475
},
{
"epoch": 27.49,
"learning_rate": 3.3343589743589745e-06,
"loss": 0.0004,
"step": 13500
},
{
"epoch": 27.55,
"learning_rate": 3.3215384615384618e-06,
"loss": 0.0003,
"step": 13525
},
{
"epoch": 27.6,
"learning_rate": 3.308717948717949e-06,
"loss": 0.0003,
"step": 13550
},
{
"epoch": 27.65,
"learning_rate": 3.2958974358974363e-06,
"loss": 0.0008,
"step": 13575
},
{
"epoch": 27.7,
"learning_rate": 3.283076923076923e-06,
"loss": 0.0004,
"step": 13600
},
{
"epoch": 27.75,
"learning_rate": 3.2702564102564103e-06,
"loss": 0.0004,
"step": 13625
},
{
"epoch": 27.8,
"learning_rate": 3.2574358974358976e-06,
"loss": 0.0003,
"step": 13650
},
{
"epoch": 27.85,
"learning_rate": 3.244615384615385e-06,
"loss": 0.0002,
"step": 13675
},
{
"epoch": 27.9,
"learning_rate": 3.231794871794872e-06,
"loss": 0.0003,
"step": 13700
},
{
"epoch": 27.95,
"learning_rate": 3.2189743589743593e-06,
"loss": 0.0002,
"step": 13725
},
{
"epoch": 28.0,
"learning_rate": 3.2061538461538466e-06,
"loss": 0.0003,
"step": 13750
},
{
"epoch": 28.05,
"learning_rate": 3.193333333333334e-06,
"loss": 0.0009,
"step": 13775
},
{
"epoch": 28.11,
"learning_rate": 3.1805128205128206e-06,
"loss": 0.0002,
"step": 13800
},
{
"epoch": 28.16,
"learning_rate": 3.167692307692308e-06,
"loss": 0.0005,
"step": 13825
},
{
"epoch": 28.21,
"learning_rate": 3.154871794871795e-06,
"loss": 0.0004,
"step": 13850
},
{
"epoch": 28.26,
"learning_rate": 3.1420512820512824e-06,
"loss": 0.0005,
"step": 13875
},
{
"epoch": 28.31,
"learning_rate": 3.129230769230769e-06,
"loss": 0.0004,
"step": 13900
},
{
"epoch": 28.36,
"learning_rate": 3.1164102564102565e-06,
"loss": 0.0007,
"step": 13925
},
{
"epoch": 28.41,
"learning_rate": 3.1035897435897437e-06,
"loss": 0.0005,
"step": 13950
},
{
"epoch": 28.46,
"learning_rate": 3.090769230769231e-06,
"loss": 0.0005,
"step": 13975
},
{
"epoch": 28.51,
"learning_rate": 3.077948717948718e-06,
"loss": 0.0006,
"step": 14000
},
{
"epoch": 28.51,
"eval_loss": 0.27358242869377136,
"eval_runtime": 3189.207,
"eval_samples_per_second": 4.925,
"eval_steps_per_second": 0.308,
"eval_wer": 4.97315190823534,
"step": 14000
},
{
"epoch": 28.56,
"learning_rate": 3.0651282051282054e-06,
"loss": 0.0004,
"step": 14025
},
{
"epoch": 28.62,
"learning_rate": 3.0523076923076927e-06,
"loss": 0.0005,
"step": 14050
},
{
"epoch": 28.67,
"learning_rate": 3.03948717948718e-06,
"loss": 0.0003,
"step": 14075
},
{
"epoch": 28.72,
"learning_rate": 3.0266666666666668e-06,
"loss": 0.0002,
"step": 14100
},
{
"epoch": 28.77,
"learning_rate": 3.013846153846154e-06,
"loss": 0.0003,
"step": 14125
},
{
"epoch": 28.82,
"learning_rate": 3.0010256410256413e-06,
"loss": 0.0003,
"step": 14150
},
{
"epoch": 28.87,
"learning_rate": 2.9882051282051285e-06,
"loss": 0.0002,
"step": 14175
},
{
"epoch": 28.92,
"learning_rate": 2.9753846153846153e-06,
"loss": 0.0002,
"step": 14200
},
{
"epoch": 28.97,
"learning_rate": 2.9625641025641026e-06,
"loss": 0.0002,
"step": 14225
},
{
"epoch": 29.02,
"learning_rate": 2.94974358974359e-06,
"loss": 0.0001,
"step": 14250
},
{
"epoch": 29.07,
"learning_rate": 2.936923076923077e-06,
"loss": 0.0001,
"step": 14275
},
{
"epoch": 29.12,
"learning_rate": 2.9241025641025643e-06,
"loss": 0.0002,
"step": 14300
},
{
"epoch": 29.18,
"learning_rate": 2.9112820512820516e-06,
"loss": 0.0001,
"step": 14325
},
{
"epoch": 29.23,
"learning_rate": 2.898461538461539e-06,
"loss": 0.0001,
"step": 14350
},
{
"epoch": 29.28,
"learning_rate": 2.885641025641026e-06,
"loss": 0.0001,
"step": 14375
},
{
"epoch": 29.33,
"learning_rate": 2.8728205128205133e-06,
"loss": 0.0002,
"step": 14400
},
{
"epoch": 29.38,
"learning_rate": 2.86e-06,
"loss": 0.0001,
"step": 14425
},
{
"epoch": 29.43,
"learning_rate": 2.8471794871794874e-06,
"loss": 0.0004,
"step": 14450
},
{
"epoch": 29.48,
"learning_rate": 2.8343589743589746e-06,
"loss": 0.0007,
"step": 14475
},
{
"epoch": 29.53,
"learning_rate": 2.8215384615384615e-06,
"loss": 0.0003,
"step": 14500
},
{
"epoch": 29.58,
"learning_rate": 2.8087179487179487e-06,
"loss": 0.0003,
"step": 14525
},
{
"epoch": 29.63,
"learning_rate": 2.796410256410257e-06,
"loss": 0.0003,
"step": 14550
},
{
"epoch": 29.68,
"learning_rate": 2.7835897435897434e-06,
"loss": 0.0003,
"step": 14575
},
{
"epoch": 29.74,
"learning_rate": 2.7707692307692306e-06,
"loss": 0.0002,
"step": 14600
},
{
"epoch": 29.79,
"learning_rate": 2.757948717948718e-06,
"loss": 0.0003,
"step": 14625
},
{
"epoch": 29.84,
"learning_rate": 2.745128205128205e-06,
"loss": 0.0002,
"step": 14650
},
{
"epoch": 29.89,
"learning_rate": 2.7323076923076924e-06,
"loss": 0.0005,
"step": 14675
},
{
"epoch": 29.94,
"learning_rate": 2.7194871794871796e-06,
"loss": 0.0005,
"step": 14700
},
{
"epoch": 29.99,
"learning_rate": 2.706666666666667e-06,
"loss": 0.0008,
"step": 14725
},
{
"epoch": 30.04,
"learning_rate": 2.693846153846154e-06,
"loss": 0.0004,
"step": 14750
},
{
"epoch": 30.09,
"learning_rate": 2.6810256410256414e-06,
"loss": 0.0004,
"step": 14775
},
{
"epoch": 30.14,
"learning_rate": 2.6682051282051286e-06,
"loss": 0.0003,
"step": 14800
},
{
"epoch": 30.19,
"learning_rate": 2.655384615384616e-06,
"loss": 0.0002,
"step": 14825
},
{
"epoch": 30.24,
"learning_rate": 2.642564102564103e-06,
"loss": 0.0005,
"step": 14850
},
{
"epoch": 30.3,
"learning_rate": 2.6297435897435904e-06,
"loss": 0.0004,
"step": 14875
},
{
"epoch": 30.35,
"learning_rate": 2.6169230769230768e-06,
"loss": 0.0004,
"step": 14900
},
{
"epoch": 30.4,
"learning_rate": 2.604102564102564e-06,
"loss": 0.0002,
"step": 14925
},
{
"epoch": 30.45,
"learning_rate": 2.5912820512820513e-06,
"loss": 0.0003,
"step": 14950
},
{
"epoch": 30.5,
"learning_rate": 2.5784615384615385e-06,
"loss": 0.0003,
"step": 14975
},
{
"epoch": 30.55,
"learning_rate": 2.5656410256410257e-06,
"loss": 0.0002,
"step": 15000
},
{
"epoch": 30.55,
"eval_loss": 0.29437124729156494,
"eval_runtime": 3190.5782,
"eval_samples_per_second": 4.923,
"eval_steps_per_second": 0.308,
"eval_wer": 5.156629906913785,
"step": 15000
},
{
"epoch": 30.6,
"learning_rate": 2.552820512820513e-06,
"loss": 0.0005,
"step": 15025
},
{
"epoch": 30.65,
"learning_rate": 2.5400000000000002e-06,
"loss": 0.0003,
"step": 15050
},
{
"epoch": 30.7,
"learning_rate": 2.5271794871794875e-06,
"loss": 0.0005,
"step": 15075
},
{
"epoch": 30.75,
"learning_rate": 2.5143589743589747e-06,
"loss": 0.0004,
"step": 15100
},
{
"epoch": 30.8,
"learning_rate": 2.501538461538462e-06,
"loss": 0.0006,
"step": 15125
},
{
"epoch": 30.86,
"learning_rate": 2.488717948717949e-06,
"loss": 0.0005,
"step": 15150
},
{
"epoch": 30.91,
"learning_rate": 2.475897435897436e-06,
"loss": 0.0008,
"step": 15175
},
{
"epoch": 30.96,
"learning_rate": 2.4630769230769233e-06,
"loss": 0.0006,
"step": 15200
},
{
"epoch": 31.01,
"learning_rate": 2.4502564102564106e-06,
"loss": 0.0005,
"step": 15225
},
{
"epoch": 31.06,
"learning_rate": 2.437435897435898e-06,
"loss": 0.0005,
"step": 15250
},
{
"epoch": 31.11,
"learning_rate": 2.4246153846153846e-06,
"loss": 0.0005,
"step": 15275
},
{
"epoch": 31.16,
"learning_rate": 2.411794871794872e-06,
"loss": 0.0005,
"step": 15300
},
{
"epoch": 31.21,
"learning_rate": 2.398974358974359e-06,
"loss": 0.0006,
"step": 15325
},
{
"epoch": 31.26,
"learning_rate": 2.3861538461538464e-06,
"loss": 0.0002,
"step": 15350
},
{
"epoch": 31.31,
"learning_rate": 2.3733333333333336e-06,
"loss": 0.0004,
"step": 15375
},
{
"epoch": 31.36,
"learning_rate": 2.3610256410256415e-06,
"loss": 0.0005,
"step": 15400
},
{
"epoch": 31.42,
"learning_rate": 2.3482051282051287e-06,
"loss": 0.0001,
"step": 15425
},
{
"epoch": 31.47,
"learning_rate": 2.3353846153846155e-06,
"loss": 0.0003,
"step": 15450
},
{
"epoch": 31.52,
"learning_rate": 2.3225641025641028e-06,
"loss": 0.0004,
"step": 15475
},
{
"epoch": 31.57,
"learning_rate": 2.30974358974359e-06,
"loss": 0.0002,
"step": 15500
},
{
"epoch": 31.62,
"learning_rate": 2.2969230769230773e-06,
"loss": 0.0001,
"step": 15525
},
{
"epoch": 31.67,
"learning_rate": 2.2841025641025645e-06,
"loss": 0.0001,
"step": 15550
},
{
"epoch": 31.72,
"learning_rate": 2.2712820512820518e-06,
"loss": 0.0004,
"step": 15575
},
{
"epoch": 31.77,
"learning_rate": 2.2584615384615386e-06,
"loss": 0.0003,
"step": 15600
},
{
"epoch": 31.82,
"learning_rate": 2.245641025641026e-06,
"loss": 0.0006,
"step": 15625
},
{
"epoch": 31.87,
"learning_rate": 2.232820512820513e-06,
"loss": 0.0006,
"step": 15650
},
{
"epoch": 31.92,
"learning_rate": 2.2200000000000003e-06,
"loss": 0.0001,
"step": 15675
},
{
"epoch": 31.98,
"learning_rate": 2.2071794871794876e-06,
"loss": 0.0001,
"step": 15700
},
{
"epoch": 32.03,
"learning_rate": 2.194358974358975e-06,
"loss": 0.0002,
"step": 15725
},
{
"epoch": 32.08,
"learning_rate": 2.1815384615384617e-06,
"loss": 0.0003,
"step": 15750
},
{
"epoch": 32.13,
"learning_rate": 2.168717948717949e-06,
"loss": 0.0001,
"step": 15775
},
{
"epoch": 32.18,
"learning_rate": 2.155897435897436e-06,
"loss": 0.0001,
"step": 15800
},
{
"epoch": 32.23,
"learning_rate": 2.1430769230769234e-06,
"loss": 0.0001,
"step": 15825
},
{
"epoch": 32.28,
"learning_rate": 2.1302564102564107e-06,
"loss": 0.0001,
"step": 15850
},
{
"epoch": 32.33,
"learning_rate": 2.117435897435898e-06,
"loss": 0.0001,
"step": 15875
},
{
"epoch": 32.38,
"learning_rate": 2.1046153846153847e-06,
"loss": 0.0001,
"step": 15900
},
{
"epoch": 32.43,
"learning_rate": 2.091794871794872e-06,
"loss": 0.0001,
"step": 15925
},
{
"epoch": 32.48,
"learning_rate": 2.0789743589743592e-06,
"loss": 0.0002,
"step": 15950
},
{
"epoch": 32.54,
"learning_rate": 2.0661538461538465e-06,
"loss": 0.0001,
"step": 15975
},
{
"epoch": 32.59,
"learning_rate": 2.0533333333333337e-06,
"loss": 0.0002,
"step": 16000
},
{
"epoch": 32.59,
"eval_loss": 0.2949441373348236,
"eval_runtime": 3187.4074,
"eval_samples_per_second": 4.928,
"eval_steps_per_second": 0.308,
"eval_wer": 5.000737761183497,
"step": 16000
},
{
"epoch": 32.64,
"learning_rate": 2.040512820512821e-06,
"loss": 0.0001,
"step": 16025
},
{
"epoch": 32.69,
"learning_rate": 2.027692307692308e-06,
"loss": 0.0001,
"step": 16050
},
{
"epoch": 32.74,
"learning_rate": 2.014871794871795e-06,
"loss": 0.0001,
"step": 16075
},
{
"epoch": 32.79,
"learning_rate": 2.0020512820512823e-06,
"loss": 0.0001,
"step": 16100
},
{
"epoch": 32.84,
"learning_rate": 1.9892307692307695e-06,
"loss": 0.0001,
"step": 16125
},
{
"epoch": 32.89,
"learning_rate": 1.9764102564102568e-06,
"loss": 0.0001,
"step": 16150
},
{
"epoch": 32.94,
"learning_rate": 1.963589743589744e-06,
"loss": 0.0001,
"step": 16175
},
{
"epoch": 32.99,
"learning_rate": 1.950769230769231e-06,
"loss": 0.0001,
"step": 16200
},
{
"epoch": 33.04,
"learning_rate": 1.937948717948718e-06,
"loss": 0.0001,
"step": 16225
},
{
"epoch": 33.1,
"learning_rate": 1.9251282051282054e-06,
"loss": 0.0001,
"step": 16250
},
{
"epoch": 33.15,
"learning_rate": 1.9123076923076926e-06,
"loss": 0.0001,
"step": 16275
},
{
"epoch": 33.2,
"learning_rate": 1.8994871794871796e-06,
"loss": 0.0001,
"step": 16300
},
{
"epoch": 33.25,
"learning_rate": 1.8866666666666669e-06,
"loss": 0.0001,
"step": 16325
},
{
"epoch": 33.3,
"learning_rate": 1.873846153846154e-06,
"loss": 0.0001,
"step": 16350
},
{
"epoch": 33.35,
"learning_rate": 1.8610256410256412e-06,
"loss": 0.0001,
"step": 16375
},
{
"epoch": 33.4,
"learning_rate": 1.8482051282051284e-06,
"loss": 0.0001,
"step": 16400
},
{
"epoch": 33.45,
"learning_rate": 1.8353846153846155e-06,
"loss": 0.0001,
"step": 16425
},
{
"epoch": 33.5,
"learning_rate": 1.8225641025641027e-06,
"loss": 0.0001,
"step": 16450
},
{
"epoch": 33.55,
"learning_rate": 1.80974358974359e-06,
"loss": 0.0001,
"step": 16475
},
{
"epoch": 33.6,
"learning_rate": 1.796923076923077e-06,
"loss": 0.0001,
"step": 16500
},
{
"epoch": 33.66,
"learning_rate": 1.7841025641025642e-06,
"loss": 0.0001,
"step": 16525
},
{
"epoch": 33.71,
"learning_rate": 1.7712820512820515e-06,
"loss": 0.0001,
"step": 16550
},
{
"epoch": 33.76,
"learning_rate": 1.7584615384615385e-06,
"loss": 0.0001,
"step": 16575
},
{
"epoch": 33.81,
"learning_rate": 1.7456410256410258e-06,
"loss": 0.0001,
"step": 16600
},
{
"epoch": 33.86,
"learning_rate": 1.732820512820513e-06,
"loss": 0.0001,
"step": 16625
},
{
"epoch": 33.91,
"learning_rate": 1.72e-06,
"loss": 0.0001,
"step": 16650
},
{
"epoch": 33.96,
"learning_rate": 1.7071794871794873e-06,
"loss": 0.0001,
"step": 16675
},
{
"epoch": 34.01,
"learning_rate": 1.6943589743589745e-06,
"loss": 0.0001,
"step": 16700
},
{
"epoch": 34.06,
"learning_rate": 1.6815384615384616e-06,
"loss": 0.0004,
"step": 16725
},
{
"epoch": 34.11,
"learning_rate": 1.6687179487179488e-06,
"loss": 0.0001,
"step": 16750
},
{
"epoch": 34.16,
"learning_rate": 1.655897435897436e-06,
"loss": 0.0001,
"step": 16775
},
{
"epoch": 34.22,
"learning_rate": 1.6430769230769233e-06,
"loss": 0.0001,
"step": 16800
},
{
"epoch": 34.27,
"learning_rate": 1.6302564102564104e-06,
"loss": 0.0001,
"step": 16825
},
{
"epoch": 34.32,
"learning_rate": 1.6174358974358976e-06,
"loss": 0.0001,
"step": 16850
},
{
"epoch": 34.37,
"learning_rate": 1.6046153846153846e-06,
"loss": 0.0001,
"step": 16875
},
{
"epoch": 34.42,
"learning_rate": 1.5917948717948719e-06,
"loss": 0.0001,
"step": 16900
},
{
"epoch": 34.47,
"learning_rate": 1.5789743589743591e-06,
"loss": 0.0001,
"step": 16925
},
{
"epoch": 34.52,
"learning_rate": 1.5661538461538464e-06,
"loss": 0.0001,
"step": 16950
},
{
"epoch": 34.57,
"learning_rate": 1.5533333333333334e-06,
"loss": 0.0001,
"step": 16975
},
{
"epoch": 34.62,
"learning_rate": 1.5405128205128207e-06,
"loss": 0.0001,
"step": 17000
},
{
"epoch": 34.62,
"eval_loss": 0.30941757559776306,
"eval_runtime": 3183.3419,
"eval_samples_per_second": 4.934,
"eval_steps_per_second": 0.308,
"eval_wer": 4.955189027245841,
"step": 17000
},
{
"epoch": 34.67,
"learning_rate": 1.5276923076923077e-06,
"loss": 0.0001,
"step": 17025
},
{
"epoch": 34.73,
"learning_rate": 1.514871794871795e-06,
"loss": 0.0001,
"step": 17050
},
{
"epoch": 34.78,
"learning_rate": 1.5020512820512822e-06,
"loss": 0.0001,
"step": 17075
},
{
"epoch": 34.83,
"learning_rate": 1.4892307692307695e-06,
"loss": 0.0001,
"step": 17100
},
{
"epoch": 34.88,
"learning_rate": 1.4764102564102565e-06,
"loss": 0.0001,
"step": 17125
},
{
"epoch": 34.93,
"learning_rate": 1.4635897435897437e-06,
"loss": 0.0001,
"step": 17150
},
{
"epoch": 34.98,
"learning_rate": 1.4507692307692308e-06,
"loss": 0.0001,
"step": 17175
},
{
"epoch": 35.03,
"learning_rate": 1.437948717948718e-06,
"loss": 0.0001,
"step": 17200
},
{
"epoch": 35.08,
"learning_rate": 1.4251282051282053e-06,
"loss": 0.0001,
"step": 17225
},
{
"epoch": 35.13,
"learning_rate": 1.4123076923076925e-06,
"loss": 0.0,
"step": 17250
},
{
"epoch": 35.18,
"learning_rate": 1.3994871794871796e-06,
"loss": 0.0001,
"step": 17275
},
{
"epoch": 35.23,
"learning_rate": 1.3866666666666668e-06,
"loss": 0.0,
"step": 17300
},
{
"epoch": 35.29,
"learning_rate": 1.3738461538461538e-06,
"loss": 0.0001,
"step": 17325
},
{
"epoch": 35.34,
"learning_rate": 1.361025641025641e-06,
"loss": 0.0001,
"step": 17350
},
{
"epoch": 35.39,
"learning_rate": 1.3482051282051283e-06,
"loss": 0.0001,
"step": 17375
},
{
"epoch": 35.44,
"learning_rate": 1.3353846153846156e-06,
"loss": 0.0,
"step": 17400
},
{
"epoch": 35.49,
"learning_rate": 1.3225641025641026e-06,
"loss": 0.0001,
"step": 17425
},
{
"epoch": 35.54,
"learning_rate": 1.3097435897435899e-06,
"loss": 0.0001,
"step": 17450
},
{
"epoch": 35.59,
"learning_rate": 1.296923076923077e-06,
"loss": 0.0001,
"step": 17475
},
{
"epoch": 35.64,
"learning_rate": 1.2841025641025641e-06,
"loss": 0.0001,
"step": 17500
},
{
"epoch": 35.69,
"learning_rate": 1.2712820512820514e-06,
"loss": 0.0001,
"step": 17525
},
{
"epoch": 35.74,
"learning_rate": 1.2584615384615386e-06,
"loss": 0.0,
"step": 17550
},
{
"epoch": 35.79,
"learning_rate": 1.2456410256410257e-06,
"loss": 0.0001,
"step": 17575
},
{
"epoch": 35.85,
"learning_rate": 1.232820512820513e-06,
"loss": 0.0,
"step": 17600
},
{
"epoch": 35.9,
"learning_rate": 1.2200000000000002e-06,
"loss": 0.0001,
"step": 17625
},
{
"epoch": 35.95,
"learning_rate": 1.2071794871794872e-06,
"loss": 0.0,
"step": 17650
},
{
"epoch": 36.0,
"learning_rate": 1.1943589743589745e-06,
"loss": 0.0,
"step": 17675
},
{
"epoch": 36.05,
"learning_rate": 1.1815384615384617e-06,
"loss": 0.0,
"step": 17700
},
{
"epoch": 36.1,
"learning_rate": 1.1687179487179487e-06,
"loss": 0.0,
"step": 17725
},
{
"epoch": 36.15,
"learning_rate": 1.155897435897436e-06,
"loss": 0.0,
"step": 17750
},
{
"epoch": 36.2,
"learning_rate": 1.1430769230769232e-06,
"loss": 0.0,
"step": 17775
},
{
"epoch": 36.25,
"learning_rate": 1.1302564102564103e-06,
"loss": 0.0,
"step": 17800
},
{
"epoch": 36.3,
"learning_rate": 1.1174358974358975e-06,
"loss": 0.0,
"step": 17825
},
{
"epoch": 36.35,
"learning_rate": 1.1046153846153848e-06,
"loss": 0.0,
"step": 17850
},
{
"epoch": 36.41,
"learning_rate": 1.0917948717948718e-06,
"loss": 0.0,
"step": 17875
},
{
"epoch": 36.46,
"learning_rate": 1.078974358974359e-06,
"loss": 0.0,
"step": 17900
},
{
"epoch": 36.51,
"learning_rate": 1.0661538461538463e-06,
"loss": 0.0,
"step": 17925
},
{
"epoch": 36.56,
"learning_rate": 1.0533333333333333e-06,
"loss": 0.0,
"step": 17950
},
{
"epoch": 36.61,
"learning_rate": 1.0405128205128206e-06,
"loss": 0.0,
"step": 17975
},
{
"epoch": 36.66,
"learning_rate": 1.0276923076923078e-06,
"loss": 0.0,
"step": 18000
},
{
"epoch": 36.66,
"eval_loss": 0.31845414638519287,
"eval_runtime": 3188.8784,
"eval_samples_per_second": 4.926,
"eval_steps_per_second": 0.308,
"eval_wer": 4.962245873348858,
"step": 18000
},
{
"epoch": 36.71,
"learning_rate": 1.0148717948717949e-06,
"loss": 0.0,
"step": 18025
},
{
"epoch": 36.76,
"learning_rate": 1.0020512820512821e-06,
"loss": 0.0,
"step": 18050
},
{
"epoch": 36.81,
"learning_rate": 9.892307692307694e-07,
"loss": 0.0,
"step": 18075
},
{
"epoch": 36.86,
"learning_rate": 9.764102564102564e-07,
"loss": 0.0,
"step": 18100
},
{
"epoch": 36.91,
"learning_rate": 9.635897435897437e-07,
"loss": 0.0,
"step": 18125
},
{
"epoch": 36.97,
"learning_rate": 9.507692307692308e-07,
"loss": 0.0,
"step": 18150
},
{
"epoch": 37.02,
"learning_rate": 9.37948717948718e-07,
"loss": 0.0,
"step": 18175
},
{
"epoch": 37.07,
"learning_rate": 9.251282051282053e-07,
"loss": 0.0,
"step": 18200
},
{
"epoch": 37.12,
"learning_rate": 9.123076923076923e-07,
"loss": 0.0,
"step": 18225
},
{
"epoch": 37.17,
"learning_rate": 8.994871794871796e-07,
"loss": 0.0,
"step": 18250
},
{
"epoch": 37.22,
"learning_rate": 8.866666666666668e-07,
"loss": 0.0,
"step": 18275
},
{
"epoch": 37.27,
"learning_rate": 8.738461538461539e-07,
"loss": 0.0,
"step": 18300
},
{
"epoch": 37.32,
"learning_rate": 8.610256410256411e-07,
"loss": 0.0,
"step": 18325
},
{
"epoch": 37.37,
"learning_rate": 8.482051282051284e-07,
"loss": 0.0,
"step": 18350
},
{
"epoch": 37.42,
"learning_rate": 8.353846153846154e-07,
"loss": 0.0,
"step": 18375
},
{
"epoch": 37.47,
"learning_rate": 8.225641025641026e-07,
"loss": 0.0,
"step": 18400
},
{
"epoch": 37.53,
"learning_rate": 8.097435897435899e-07,
"loss": 0.0,
"step": 18425
},
{
"epoch": 37.58,
"learning_rate": 7.969230769230769e-07,
"loss": 0.0,
"step": 18450
},
{
"epoch": 37.63,
"learning_rate": 7.841025641025642e-07,
"loss": 0.0,
"step": 18475
},
{
"epoch": 37.68,
"learning_rate": 7.712820512820514e-07,
"loss": 0.0,
"step": 18500
},
{
"epoch": 37.73,
"learning_rate": 7.584615384615385e-07,
"loss": 0.0,
"step": 18525
},
{
"epoch": 37.78,
"learning_rate": 7.456410256410257e-07,
"loss": 0.0,
"step": 18550
},
{
"epoch": 37.83,
"learning_rate": 7.32820512820513e-07,
"loss": 0.0,
"step": 18575
},
{
"epoch": 37.88,
"learning_rate": 7.2e-07,
"loss": 0.0,
"step": 18600
},
{
"epoch": 37.93,
"learning_rate": 7.071794871794872e-07,
"loss": 0.0,
"step": 18625
},
{
"epoch": 37.98,
"learning_rate": 6.943589743589745e-07,
"loss": 0.0,
"step": 18650
},
{
"epoch": 38.03,
"learning_rate": 6.815384615384615e-07,
"loss": 0.0,
"step": 18675
},
{
"epoch": 38.09,
"learning_rate": 6.687179487179488e-07,
"loss": 0.0,
"step": 18700
},
{
"epoch": 38.14,
"learning_rate": 6.55897435897436e-07,
"loss": 0.0,
"step": 18725
},
{
"epoch": 38.19,
"learning_rate": 6.43076923076923e-07,
"loss": 0.0,
"step": 18750
},
{
"epoch": 38.24,
"learning_rate": 6.302564102564103e-07,
"loss": 0.0,
"step": 18775
},
{
"epoch": 38.29,
"learning_rate": 6.174358974358975e-07,
"loss": 0.0,
"step": 18800
},
{
"epoch": 38.34,
"learning_rate": 6.046153846153847e-07,
"loss": 0.0,
"step": 18825
},
{
"epoch": 38.39,
"learning_rate": 5.917948717948718e-07,
"loss": 0.0,
"step": 18850
},
{
"epoch": 38.44,
"learning_rate": 5.789743589743591e-07,
"loss": 0.0,
"step": 18875
},
{
"epoch": 38.49,
"learning_rate": 5.661538461538462e-07,
"loss": 0.0,
"step": 18900
},
{
"epoch": 38.54,
"learning_rate": 5.533333333333334e-07,
"loss": 0.0,
"step": 18925
},
{
"epoch": 38.59,
"learning_rate": 5.405128205128206e-07,
"loss": 0.0,
"step": 18950
},
{
"epoch": 38.65,
"learning_rate": 5.276923076923078e-07,
"loss": 0.0,
"step": 18975
},
{
"epoch": 38.7,
"learning_rate": 5.148717948717949e-07,
"loss": 0.0,
"step": 19000
},
{
"epoch": 38.7,
"eval_loss": 0.32285359501838684,
"eval_runtime": 3211.4026,
"eval_samples_per_second": 4.891,
"eval_steps_per_second": 0.306,
"eval_wer": 4.946207586751092,
"step": 19000
},
{
"epoch": 38.75,
"learning_rate": 5.020512820512821e-07,
"loss": 0.0,
"step": 19025
},
{
"epoch": 38.8,
"learning_rate": 4.892307692307693e-07,
"loss": 0.0,
"step": 19050
},
{
"epoch": 38.85,
"learning_rate": 4.7641025641025643e-07,
"loss": 0.0,
"step": 19075
},
{
"epoch": 38.9,
"learning_rate": 4.635897435897437e-07,
"loss": 0.0,
"step": 19100
},
{
"epoch": 38.95,
"learning_rate": 4.507692307692308e-07,
"loss": 0.0,
"step": 19125
},
{
"epoch": 39.0,
"learning_rate": 4.3794871794871796e-07,
"loss": 0.0,
"step": 19150
},
{
"epoch": 39.05,
"learning_rate": 4.251282051282052e-07,
"loss": 0.0,
"step": 19175
},
{
"epoch": 39.1,
"learning_rate": 4.1230769230769235e-07,
"loss": 0.0,
"step": 19200
},
{
"epoch": 39.15,
"learning_rate": 3.994871794871795e-07,
"loss": 0.0,
"step": 19225
},
{
"epoch": 39.21,
"learning_rate": 3.8666666666666674e-07,
"loss": 0.0,
"step": 19250
},
{
"epoch": 39.26,
"learning_rate": 3.738461538461539e-07,
"loss": 0.0,
"step": 19275
},
{
"epoch": 39.31,
"learning_rate": 3.61025641025641e-07,
"loss": 0.0,
"step": 19300
},
{
"epoch": 39.36,
"learning_rate": 3.4820512820512827e-07,
"loss": 0.0,
"step": 19325
},
{
"epoch": 39.41,
"learning_rate": 3.353846153846154e-07,
"loss": 0.0,
"step": 19350
},
{
"epoch": 39.46,
"learning_rate": 3.2256410256410256e-07,
"loss": 0.0,
"step": 19375
},
{
"epoch": 39.51,
"learning_rate": 3.097435897435898e-07,
"loss": 0.0,
"step": 19400
},
{
"epoch": 39.56,
"learning_rate": 2.9692307692307695e-07,
"loss": 0.0,
"step": 19425
},
{
"epoch": 39.61,
"learning_rate": 2.8410256410256414e-07,
"loss": 0.0,
"step": 19450
},
{
"epoch": 39.66,
"learning_rate": 2.7128205128205134e-07,
"loss": 0.0,
"step": 19475
},
{
"epoch": 39.71,
"learning_rate": 2.584615384615385e-07,
"loss": 0.0,
"step": 19500
},
{
"epoch": 39.77,
"learning_rate": 2.456410256410257e-07,
"loss": 0.0,
"step": 19525
},
{
"epoch": 39.82,
"learning_rate": 2.3282051282051284e-07,
"loss": 0.0,
"step": 19550
},
{
"epoch": 39.87,
"learning_rate": 2.2e-07,
"loss": 0.0,
"step": 19575
},
{
"epoch": 39.92,
"learning_rate": 2.071794871794872e-07,
"loss": 0.0,
"step": 19600
},
{
"epoch": 39.97,
"learning_rate": 1.9435897435897437e-07,
"loss": 0.0,
"step": 19625
},
{
"epoch": 40.02,
"learning_rate": 1.8153846153846154e-07,
"loss": 0.0,
"step": 19650
},
{
"epoch": 40.07,
"learning_rate": 1.6871794871794874e-07,
"loss": 0.0,
"step": 19675
},
{
"epoch": 40.12,
"learning_rate": 1.558974358974359e-07,
"loss": 0.0,
"step": 19700
},
{
"epoch": 40.17,
"learning_rate": 1.430769230769231e-07,
"loss": 0.0,
"step": 19725
},
{
"epoch": 40.22,
"learning_rate": 1.3025641025641027e-07,
"loss": 0.0,
"step": 19750
},
{
"epoch": 40.27,
"learning_rate": 1.1743589743589745e-07,
"loss": 0.0,
"step": 19775
},
{
"epoch": 40.33,
"learning_rate": 1.0461538461538462e-07,
"loss": 0.0,
"step": 19800
},
{
"epoch": 40.38,
"learning_rate": 9.179487179487179e-08,
"loss": 0.0,
"step": 19825
},
{
"epoch": 40.43,
"learning_rate": 7.897435897435898e-08,
"loss": 0.0,
"step": 19850
},
{
"epoch": 40.48,
"learning_rate": 6.615384615384615e-08,
"loss": 0.0,
"step": 19875
},
{
"epoch": 40.53,
"learning_rate": 5.3333333333333334e-08,
"loss": 0.0,
"step": 19900
},
{
"epoch": 40.58,
"learning_rate": 4.0512820512820516e-08,
"loss": 0.0,
"step": 19925
},
{
"epoch": 40.63,
"learning_rate": 2.769230769230769e-08,
"loss": 0.0,
"step": 19950
},
{
"epoch": 40.68,
"learning_rate": 1.4871794871794873e-08,
"loss": 0.0,
"step": 19975
},
{
"epoch": 40.73,
"learning_rate": 2.051282051282051e-09,
"loss": 0.0,
"step": 20000
},
{
"epoch": 40.73,
"eval_loss": 0.32449695467948914,
"eval_runtime": 3201.0591,
"eval_samples_per_second": 4.907,
"eval_steps_per_second": 0.307,
"eval_wer": 4.9295277686894154,
"step": 20000
},
{
"epoch": 40.73,
"step": 20000,
"total_flos": 4.347710632938701e+21,
"train_loss": 0.009992324647886562,
"train_runtime": 175663.8097,
"train_samples_per_second": 7.287,
"train_steps_per_second": 0.114
}
],
"logging_steps": 25,
"max_steps": 20000,
"num_input_tokens_seen": 0,
"num_train_epochs": 41,
"save_steps": 1000,
"total_flos": 4.347710632938701e+21,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}