hubert-rinnna-jp-jdrtsp-fw07sp-14 / trainer_state.json
Masaki Hattori
Model save
ae62508
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 25.0,
"eval_steps": 500,
"global_step": 10100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.12,
"learning_rate": 1.0000000000000002e-06,
"loss": 10.8557,
"step": 50
},
{
"epoch": 0.25,
"learning_rate": 2.0000000000000003e-06,
"loss": 10.5052,
"step": 100
},
{
"epoch": 0.37,
"learning_rate": 3e-06,
"loss": 9.5,
"step": 150
},
{
"epoch": 0.5,
"learning_rate": 4.000000000000001e-06,
"loss": 7.2099,
"step": 200
},
{
"epoch": 0.62,
"learning_rate": 5e-06,
"loss": 5.6515,
"step": 250
},
{
"epoch": 0.74,
"learning_rate": 6e-06,
"loss": 5.1371,
"step": 300
},
{
"epoch": 0.87,
"learning_rate": 7e-06,
"loss": 4.6222,
"step": 350
},
{
"epoch": 0.99,
"learning_rate": 8.000000000000001e-06,
"loss": 4.4197,
"step": 400
},
{
"epoch": 1.0,
"eval_cer": 0.9960395255351591,
"eval_loss": 4.07672643661499,
"eval_runtime": 48.0448,
"eval_samples_per_second": 134.541,
"eval_steps_per_second": 8.409,
"eval_wer": 0.9928168659986352,
"step": 404
},
{
"epoch": 1.11,
"learning_rate": 9e-06,
"loss": 4.178,
"step": 450
},
{
"epoch": 1.24,
"learning_rate": 1e-05,
"loss": 3.9224,
"step": 500
},
{
"epoch": 1.36,
"learning_rate": 1.1000000000000001e-05,
"loss": 3.7071,
"step": 550
},
{
"epoch": 1.49,
"learning_rate": 1.2e-05,
"loss": 3.5329,
"step": 600
},
{
"epoch": 1.61,
"learning_rate": 1.3000000000000001e-05,
"loss": 3.3935,
"step": 650
},
{
"epoch": 1.73,
"learning_rate": 1.4e-05,
"loss": 3.18,
"step": 700
},
{
"epoch": 1.86,
"learning_rate": 1.5000000000000002e-05,
"loss": 3.0269,
"step": 750
},
{
"epoch": 1.98,
"learning_rate": 1.6000000000000003e-05,
"loss": 2.8984,
"step": 800
},
{
"epoch": 2.0,
"eval_cer": 0.9960395255351591,
"eval_loss": 2.7950191497802734,
"eval_runtime": 47.7431,
"eval_samples_per_second": 135.391,
"eval_steps_per_second": 8.462,
"eval_wer": 0.9928168659986352,
"step": 808
},
{
"epoch": 2.1,
"learning_rate": 1.7e-05,
"loss": 2.7876,
"step": 850
},
{
"epoch": 2.23,
"learning_rate": 1.8e-05,
"loss": 2.7058,
"step": 900
},
{
"epoch": 2.35,
"learning_rate": 1.9e-05,
"loss": 2.6375,
"step": 950
},
{
"epoch": 2.48,
"learning_rate": 2e-05,
"loss": 2.5938,
"step": 1000
},
{
"epoch": 2.6,
"learning_rate": 1.989010989010989e-05,
"loss": 2.5391,
"step": 1050
},
{
"epoch": 2.72,
"learning_rate": 1.9780219780219784e-05,
"loss": 2.4169,
"step": 1100
},
{
"epoch": 2.85,
"learning_rate": 1.967032967032967e-05,
"loss": 2.264,
"step": 1150
},
{
"epoch": 2.97,
"learning_rate": 1.9560439560439563e-05,
"loss": 2.1179,
"step": 1200
},
{
"epoch": 3.0,
"eval_cer": 0.9960395255351591,
"eval_loss": 1.9177764654159546,
"eval_runtime": 47.4792,
"eval_samples_per_second": 136.144,
"eval_steps_per_second": 8.509,
"eval_wer": 0.9928168659986352,
"step": 1212
},
{
"epoch": 3.09,
"learning_rate": 1.9450549450549452e-05,
"loss": 2.0151,
"step": 1250
},
{
"epoch": 3.22,
"learning_rate": 1.9340659340659342e-05,
"loss": 1.9512,
"step": 1300
},
{
"epoch": 3.34,
"learning_rate": 1.923076923076923e-05,
"loss": 1.8304,
"step": 1350
},
{
"epoch": 3.47,
"learning_rate": 1.9120879120879124e-05,
"loss": 1.7452,
"step": 1400
},
{
"epoch": 3.59,
"learning_rate": 1.901098901098901e-05,
"loss": 1.6516,
"step": 1450
},
{
"epoch": 3.71,
"learning_rate": 1.8901098901098903e-05,
"loss": 1.5666,
"step": 1500
},
{
"epoch": 3.84,
"learning_rate": 1.8791208791208793e-05,
"loss": 1.5196,
"step": 1550
},
{
"epoch": 3.96,
"learning_rate": 1.8681318681318682e-05,
"loss": 1.4282,
"step": 1600
},
{
"epoch": 4.0,
"eval_cer": 0.4791183983841264,
"eval_loss": 1.0854228734970093,
"eval_runtime": 47.4019,
"eval_samples_per_second": 136.366,
"eval_steps_per_second": 8.523,
"eval_wer": 0.6262256222389828,
"step": 1616
},
{
"epoch": 4.08,
"learning_rate": 1.8571428571428575e-05,
"loss": 1.372,
"step": 1650
},
{
"epoch": 4.21,
"learning_rate": 1.8461538461538465e-05,
"loss": 1.3009,
"step": 1700
},
{
"epoch": 4.33,
"learning_rate": 1.835164835164835e-05,
"loss": 1.2673,
"step": 1750
},
{
"epoch": 4.46,
"learning_rate": 1.8241758241758244e-05,
"loss": 1.1968,
"step": 1800
},
{
"epoch": 4.58,
"learning_rate": 1.8131868131868133e-05,
"loss": 1.1639,
"step": 1850
},
{
"epoch": 4.7,
"learning_rate": 1.8021978021978023e-05,
"loss": 1.1464,
"step": 1900
},
{
"epoch": 4.83,
"learning_rate": 1.7912087912087915e-05,
"loss": 1.0984,
"step": 1950
},
{
"epoch": 4.95,
"learning_rate": 1.78021978021978e-05,
"loss": 1.0793,
"step": 2000
},
{
"epoch": 5.0,
"eval_cer": 0.294362264599299,
"eval_loss": 0.7671939134597778,
"eval_runtime": 47.1803,
"eval_samples_per_second": 137.006,
"eval_steps_per_second": 8.563,
"eval_wer": 0.49962288546492833,
"step": 2020
},
{
"epoch": 5.07,
"learning_rate": 1.7692307692307694e-05,
"loss": 1.0631,
"step": 2050
},
{
"epoch": 5.2,
"learning_rate": 1.7582417582417584e-05,
"loss": 1.0267,
"step": 2100
},
{
"epoch": 5.32,
"learning_rate": 1.7472527472527473e-05,
"loss": 1.0496,
"step": 2150
},
{
"epoch": 5.45,
"learning_rate": 1.7362637362637363e-05,
"loss": 0.9783,
"step": 2200
},
{
"epoch": 5.57,
"learning_rate": 1.7252747252747256e-05,
"loss": 0.9673,
"step": 2250
},
{
"epoch": 5.69,
"learning_rate": 1.7142857142857142e-05,
"loss": 0.9404,
"step": 2300
},
{
"epoch": 5.82,
"learning_rate": 1.7032967032967035e-05,
"loss": 0.9489,
"step": 2350
},
{
"epoch": 5.94,
"learning_rate": 1.6923076923076924e-05,
"loss": 0.9064,
"step": 2400
},
{
"epoch": 6.0,
"eval_cer": 0.27366878552050533,
"eval_loss": 0.6211672425270081,
"eval_runtime": 47.5588,
"eval_samples_per_second": 135.916,
"eval_steps_per_second": 8.495,
"eval_wer": 0.4573142261968897,
"step": 2424
},
{
"epoch": 6.06,
"learning_rate": 1.6813186813186814e-05,
"loss": 0.9205,
"step": 2450
},
{
"epoch": 6.19,
"learning_rate": 1.6703296703296707e-05,
"loss": 0.8951,
"step": 2500
},
{
"epoch": 6.31,
"learning_rate": 1.6593406593406596e-05,
"loss": 0.8795,
"step": 2550
},
{
"epoch": 6.44,
"learning_rate": 1.6483516483516486e-05,
"loss": 0.8895,
"step": 2600
},
{
"epoch": 6.56,
"learning_rate": 1.6373626373626375e-05,
"loss": 0.8843,
"step": 2650
},
{
"epoch": 6.68,
"learning_rate": 1.6263736263736265e-05,
"loss": 0.8283,
"step": 2700
},
{
"epoch": 6.81,
"learning_rate": 1.6153846153846154e-05,
"loss": 0.8294,
"step": 2750
},
{
"epoch": 6.93,
"learning_rate": 1.6043956043956047e-05,
"loss": 0.8366,
"step": 2800
},
{
"epoch": 7.0,
"eval_cer": 0.24499495039505734,
"eval_loss": 0.5246793627738953,
"eval_runtime": 47.4984,
"eval_samples_per_second": 136.089,
"eval_steps_per_second": 8.506,
"eval_wer": 0.413173867758503,
"step": 2828
},
{
"epoch": 7.05,
"learning_rate": 1.5934065934065933e-05,
"loss": 0.8077,
"step": 2850
},
{
"epoch": 7.18,
"learning_rate": 1.5824175824175826e-05,
"loss": 0.8373,
"step": 2900
},
{
"epoch": 7.3,
"learning_rate": 1.5714285714285715e-05,
"loss": 0.7896,
"step": 2950
},
{
"epoch": 7.43,
"learning_rate": 1.5604395604395605e-05,
"loss": 0.7666,
"step": 3000
},
{
"epoch": 7.55,
"learning_rate": 1.5494505494505498e-05,
"loss": 0.7846,
"step": 3050
},
{
"epoch": 7.67,
"learning_rate": 1.5384615384615387e-05,
"loss": 0.7748,
"step": 3100
},
{
"epoch": 7.8,
"learning_rate": 1.5274725274725277e-05,
"loss": 0.7596,
"step": 3150
},
{
"epoch": 7.92,
"learning_rate": 1.5164835164835166e-05,
"loss": 0.7425,
"step": 3200
},
{
"epoch": 8.0,
"eval_cer": 0.2257272421236064,
"eval_loss": 0.45023345947265625,
"eval_runtime": 47.1685,
"eval_samples_per_second": 137.041,
"eval_steps_per_second": 8.565,
"eval_wer": 0.3785511618719247,
"step": 3232
},
{
"epoch": 8.04,
"learning_rate": 1.5054945054945056e-05,
"loss": 0.7275,
"step": 3250
},
{
"epoch": 8.17,
"learning_rate": 1.4945054945054947e-05,
"loss": 0.7249,
"step": 3300
},
{
"epoch": 8.29,
"learning_rate": 1.4835164835164836e-05,
"loss": 0.7246,
"step": 3350
},
{
"epoch": 8.42,
"learning_rate": 1.4725274725274727e-05,
"loss": 0.7058,
"step": 3400
},
{
"epoch": 8.54,
"learning_rate": 1.4615384615384615e-05,
"loss": 0.7114,
"step": 3450
},
{
"epoch": 8.66,
"learning_rate": 1.4505494505494506e-05,
"loss": 0.7049,
"step": 3500
},
{
"epoch": 8.79,
"learning_rate": 1.4395604395604396e-05,
"loss": 0.674,
"step": 3550
},
{
"epoch": 8.91,
"learning_rate": 1.4285714285714287e-05,
"loss": 0.7017,
"step": 3600
},
{
"epoch": 9.0,
"eval_cer": 0.2082021426166855,
"eval_loss": 0.39116355776786804,
"eval_runtime": 47.8558,
"eval_samples_per_second": 135.072,
"eval_steps_per_second": 8.442,
"eval_wer": 0.3509320116366771,
"step": 3636
},
{
"epoch": 9.03,
"learning_rate": 1.4175824175824178e-05,
"loss": 0.6818,
"step": 3650
},
{
"epoch": 9.16,
"learning_rate": 1.4065934065934068e-05,
"loss": 0.6718,
"step": 3700
},
{
"epoch": 9.28,
"learning_rate": 1.3956043956043957e-05,
"loss": 0.6451,
"step": 3750
},
{
"epoch": 9.41,
"learning_rate": 1.3846153846153847e-05,
"loss": 0.6496,
"step": 3800
},
{
"epoch": 9.53,
"learning_rate": 1.3736263736263738e-05,
"loss": 0.6437,
"step": 3850
},
{
"epoch": 9.65,
"learning_rate": 1.3626373626373627e-05,
"loss": 0.6289,
"step": 3900
},
{
"epoch": 9.78,
"learning_rate": 1.3516483516483519e-05,
"loss": 0.6422,
"step": 3950
},
{
"epoch": 9.9,
"learning_rate": 1.3406593406593406e-05,
"loss": 0.6275,
"step": 4000
},
{
"epoch": 10.0,
"eval_cer": 0.19792471138042336,
"eval_loss": 0.3406831622123718,
"eval_runtime": 47.4155,
"eval_samples_per_second": 136.327,
"eval_steps_per_second": 8.52,
"eval_wer": 0.332794598283231,
"step": 4040
},
{
"epoch": 10.02,
"learning_rate": 1.3296703296703298e-05,
"loss": 0.6054,
"step": 4050
},
{
"epoch": 10.15,
"learning_rate": 1.3186813186813187e-05,
"loss": 0.6368,
"step": 4100
},
{
"epoch": 10.27,
"learning_rate": 1.3076923076923078e-05,
"loss": 0.6517,
"step": 4150
},
{
"epoch": 10.4,
"learning_rate": 1.296703296703297e-05,
"loss": 0.5973,
"step": 4200
},
{
"epoch": 10.52,
"learning_rate": 1.2857142857142859e-05,
"loss": 0.6143,
"step": 4250
},
{
"epoch": 10.64,
"learning_rate": 1.2747252747252747e-05,
"loss": 0.6007,
"step": 4300
},
{
"epoch": 10.77,
"learning_rate": 1.2637362637362638e-05,
"loss": 0.6099,
"step": 4350
},
{
"epoch": 10.89,
"learning_rate": 1.2527472527472529e-05,
"loss": 0.5853,
"step": 4400
},
{
"epoch": 11.0,
"eval_cer": 0.19198399968316204,
"eval_loss": 0.3044804036617279,
"eval_runtime": 47.1639,
"eval_samples_per_second": 137.054,
"eval_steps_per_second": 8.566,
"eval_wer": 0.32263046367129977,
"step": 4444
},
{
"epoch": 11.01,
"learning_rate": 1.2417582417582419e-05,
"loss": 0.5824,
"step": 4450
},
{
"epoch": 11.14,
"learning_rate": 1.230769230769231e-05,
"loss": 0.5675,
"step": 4500
},
{
"epoch": 11.26,
"learning_rate": 1.21978021978022e-05,
"loss": 0.5906,
"step": 4550
},
{
"epoch": 11.39,
"learning_rate": 1.2087912087912089e-05,
"loss": 0.6308,
"step": 4600
},
{
"epoch": 11.51,
"learning_rate": 1.1978021978021978e-05,
"loss": 0.5545,
"step": 4650
},
{
"epoch": 11.63,
"learning_rate": 1.186813186813187e-05,
"loss": 0.5603,
"step": 4700
},
{
"epoch": 11.76,
"learning_rate": 1.1758241758241759e-05,
"loss": 0.54,
"step": 4750
},
{
"epoch": 11.88,
"learning_rate": 1.164835164835165e-05,
"loss": 0.5551,
"step": 4800
},
{
"epoch": 12.0,
"eval_cer": 0.1864789401770332,
"eval_loss": 0.2657150328159332,
"eval_runtime": 47.4966,
"eval_samples_per_second": 136.094,
"eval_steps_per_second": 8.506,
"eval_wer": 0.31386704018963474,
"step": 4848
},
{
"epoch": 12.0,
"learning_rate": 1.1538461538461538e-05,
"loss": 0.5421,
"step": 4850
},
{
"epoch": 12.13,
"learning_rate": 1.1428571428571429e-05,
"loss": 0.5352,
"step": 4900
},
{
"epoch": 12.25,
"learning_rate": 1.131868131868132e-05,
"loss": 0.5306,
"step": 4950
},
{
"epoch": 12.38,
"learning_rate": 1.120879120879121e-05,
"loss": 0.5574,
"step": 5000
},
{
"epoch": 12.5,
"learning_rate": 1.1098901098901101e-05,
"loss": 0.555,
"step": 5050
},
{
"epoch": 12.62,
"learning_rate": 1.098901098901099e-05,
"loss": 0.5331,
"step": 5100
},
{
"epoch": 12.75,
"learning_rate": 1.087912087912088e-05,
"loss": 0.5215,
"step": 5150
},
{
"epoch": 12.87,
"learning_rate": 1.076923076923077e-05,
"loss": 0.5225,
"step": 5200
},
{
"epoch": 13.0,
"learning_rate": 1.065934065934066e-05,
"loss": 0.5105,
"step": 5250
},
{
"epoch": 13.0,
"eval_cer": 0.18267688469078597,
"eval_loss": 0.24552097916603088,
"eval_runtime": 47.4722,
"eval_samples_per_second": 136.164,
"eval_steps_per_second": 8.51,
"eval_wer": 0.30855152102862476,
"step": 5252
},
{
"epoch": 13.12,
"learning_rate": 1.054945054945055e-05,
"loss": 0.5578,
"step": 5300
},
{
"epoch": 13.24,
"learning_rate": 1.0439560439560441e-05,
"loss": 0.5168,
"step": 5350
},
{
"epoch": 13.37,
"learning_rate": 1.0329670329670332e-05,
"loss": 0.5363,
"step": 5400
},
{
"epoch": 13.49,
"learning_rate": 1.021978021978022e-05,
"loss": 0.512,
"step": 5450
},
{
"epoch": 13.61,
"learning_rate": 1.010989010989011e-05,
"loss": 0.5085,
"step": 5500
},
{
"epoch": 13.74,
"learning_rate": 1e-05,
"loss": 0.4896,
"step": 5550
},
{
"epoch": 13.86,
"learning_rate": 9.890109890109892e-06,
"loss": 0.5197,
"step": 5600
},
{
"epoch": 13.99,
"learning_rate": 9.780219780219781e-06,
"loss": 0.5073,
"step": 5650
},
{
"epoch": 14.0,
"eval_cer": 0.18317194399889106,
"eval_loss": 0.23889391124248505,
"eval_runtime": 47.6163,
"eval_samples_per_second": 135.752,
"eval_steps_per_second": 8.484,
"eval_wer": 0.3091620874187408,
"step": 5656
},
{
"epoch": 14.11,
"learning_rate": 9.670329670329671e-06,
"loss": 0.4856,
"step": 5700
},
{
"epoch": 14.23,
"learning_rate": 9.560439560439562e-06,
"loss": 0.5116,
"step": 5750
},
{
"epoch": 14.36,
"learning_rate": 9.450549450549452e-06,
"loss": 0.4966,
"step": 5800
},
{
"epoch": 14.48,
"learning_rate": 9.340659340659341e-06,
"loss": 0.4882,
"step": 5850
},
{
"epoch": 14.6,
"learning_rate": 9.230769230769232e-06,
"loss": 0.4852,
"step": 5900
},
{
"epoch": 14.73,
"learning_rate": 9.120879120879122e-06,
"loss": 0.4962,
"step": 5950
},
{
"epoch": 14.85,
"learning_rate": 9.010989010989011e-06,
"loss": 0.4839,
"step": 6000
},
{
"epoch": 14.98,
"learning_rate": 8.9010989010989e-06,
"loss": 0.4722,
"step": 6050
},
{
"epoch": 15.0,
"eval_cer": 0.17808273431157054,
"eval_loss": 0.2169932723045349,
"eval_runtime": 46.7989,
"eval_samples_per_second": 138.123,
"eval_steps_per_second": 8.633,
"eval_wer": 0.30298459217756707,
"step": 6060
},
{
"epoch": 15.1,
"learning_rate": 8.791208791208792e-06,
"loss": 0.4853,
"step": 6100
},
{
"epoch": 15.22,
"learning_rate": 8.681318681318681e-06,
"loss": 0.507,
"step": 6150
},
{
"epoch": 15.35,
"learning_rate": 8.571428571428571e-06,
"loss": 0.4966,
"step": 6200
},
{
"epoch": 15.47,
"learning_rate": 8.461538461538462e-06,
"loss": 0.5092,
"step": 6250
},
{
"epoch": 15.59,
"learning_rate": 8.351648351648353e-06,
"loss": 0.4625,
"step": 6300
},
{
"epoch": 15.72,
"learning_rate": 8.241758241758243e-06,
"loss": 0.4779,
"step": 6350
},
{
"epoch": 15.84,
"learning_rate": 8.131868131868132e-06,
"loss": 0.4631,
"step": 6400
},
{
"epoch": 15.97,
"learning_rate": 8.021978021978023e-06,
"loss": 0.481,
"step": 6450
},
{
"epoch": 16.0,
"eval_cer": 0.17830056040713677,
"eval_loss": 0.20887333154678345,
"eval_runtime": 47.3142,
"eval_samples_per_second": 136.619,
"eval_steps_per_second": 8.539,
"eval_wer": 0.3022662787774306,
"step": 6464
},
{
"epoch": 16.09,
"learning_rate": 7.912087912087913e-06,
"loss": 0.4574,
"step": 6500
},
{
"epoch": 16.21,
"learning_rate": 7.802197802197802e-06,
"loss": 0.4749,
"step": 6550
},
{
"epoch": 16.34,
"learning_rate": 7.692307692307694e-06,
"loss": 0.466,
"step": 6600
},
{
"epoch": 16.46,
"learning_rate": 7.582417582417583e-06,
"loss": 0.4489,
"step": 6650
},
{
"epoch": 16.58,
"learning_rate": 7.472527472527473e-06,
"loss": 0.4841,
"step": 6700
},
{
"epoch": 16.71,
"learning_rate": 7.362637362637364e-06,
"loss": 0.4736,
"step": 6750
},
{
"epoch": 16.83,
"learning_rate": 7.252747252747253e-06,
"loss": 0.4453,
"step": 6800
},
{
"epoch": 16.96,
"learning_rate": 7.1428571428571436e-06,
"loss": 0.4738,
"step": 6850
},
{
"epoch": 17.0,
"eval_cer": 0.17634012554704054,
"eval_loss": 0.20021960139274597,
"eval_runtime": 46.7477,
"eval_samples_per_second": 138.274,
"eval_steps_per_second": 8.642,
"eval_wer": 0.3004345796070826,
"step": 6868
},
{
"epoch": 17.08,
"learning_rate": 7.032967032967034e-06,
"loss": 0.4469,
"step": 6900
},
{
"epoch": 17.2,
"learning_rate": 6.923076923076923e-06,
"loss": 0.4408,
"step": 6950
},
{
"epoch": 17.33,
"learning_rate": 6.813186813186814e-06,
"loss": 0.4471,
"step": 7000
},
{
"epoch": 17.45,
"learning_rate": 6.703296703296703e-06,
"loss": 0.4468,
"step": 7050
},
{
"epoch": 17.57,
"learning_rate": 6.5934065934065935e-06,
"loss": 0.4348,
"step": 7100
},
{
"epoch": 17.7,
"learning_rate": 6.483516483516485e-06,
"loss": 0.433,
"step": 7150
},
{
"epoch": 17.82,
"learning_rate": 6.373626373626373e-06,
"loss": 0.4479,
"step": 7200
},
{
"epoch": 17.95,
"learning_rate": 6.2637362637362645e-06,
"loss": 0.4518,
"step": 7250
},
{
"epoch": 18.0,
"eval_cer": 0.17651834689795837,
"eval_loss": 0.19896449148654938,
"eval_runtime": 46.712,
"eval_samples_per_second": 138.38,
"eval_steps_per_second": 8.649,
"eval_wer": 0.3006141579571167,
"step": 7272
},
{
"epoch": 18.07,
"learning_rate": 6.153846153846155e-06,
"loss": 0.4314,
"step": 7300
},
{
"epoch": 18.19,
"learning_rate": 6.043956043956044e-06,
"loss": 0.4413,
"step": 7350
},
{
"epoch": 18.32,
"learning_rate": 5.934065934065935e-06,
"loss": 0.4276,
"step": 7400
},
{
"epoch": 18.44,
"learning_rate": 5.824175824175825e-06,
"loss": 0.4326,
"step": 7450
},
{
"epoch": 18.56,
"learning_rate": 5.7142857142857145e-06,
"loss": 0.4662,
"step": 7500
},
{
"epoch": 18.69,
"learning_rate": 5.604395604395605e-06,
"loss": 0.4266,
"step": 7550
},
{
"epoch": 18.81,
"learning_rate": 5.494505494505495e-06,
"loss": 0.4281,
"step": 7600
},
{
"epoch": 18.94,
"learning_rate": 5.384615384615385e-06,
"loss": 0.4402,
"step": 7650
},
{
"epoch": 19.0,
"eval_cer": 0.17635992791936475,
"eval_loss": 0.19003288447856903,
"eval_runtime": 47.6013,
"eval_samples_per_second": 135.795,
"eval_steps_per_second": 8.487,
"eval_wer": 0.2998599288869734,
"step": 7676
},
{
"epoch": 19.06,
"learning_rate": 5.274725274725275e-06,
"loss": 0.427,
"step": 7700
},
{
"epoch": 19.18,
"learning_rate": 5.164835164835166e-06,
"loss": 0.4166,
"step": 7750
},
{
"epoch": 19.31,
"learning_rate": 5.054945054945055e-06,
"loss": 0.4612,
"step": 7800
},
{
"epoch": 19.43,
"learning_rate": 4.945054945054946e-06,
"loss": 0.4286,
"step": 7850
},
{
"epoch": 19.55,
"learning_rate": 4.8351648351648355e-06,
"loss": 0.4271,
"step": 7900
},
{
"epoch": 19.68,
"learning_rate": 4.725274725274726e-06,
"loss": 0.4215,
"step": 7950
},
{
"epoch": 19.8,
"learning_rate": 4.615384615384616e-06,
"loss": 0.4486,
"step": 8000
},
{
"epoch": 19.93,
"learning_rate": 4.505494505494506e-06,
"loss": 0.4387,
"step": 8050
},
{
"epoch": 20.0,
"eval_cer": 0.17396384086813602,
"eval_loss": 0.18259279429912567,
"eval_runtime": 47.0879,
"eval_samples_per_second": 137.275,
"eval_steps_per_second": 8.58,
"eval_wer": 0.29695075961642065,
"step": 8080
},
{
"epoch": 20.05,
"learning_rate": 4.395604395604396e-06,
"loss": 0.4323,
"step": 8100
},
{
"epoch": 20.17,
"learning_rate": 4.2857142857142855e-06,
"loss": 0.4124,
"step": 8150
},
{
"epoch": 20.3,
"learning_rate": 4.175824175824177e-06,
"loss": 0.4112,
"step": 8200
},
{
"epoch": 20.42,
"learning_rate": 4.065934065934066e-06,
"loss": 0.4347,
"step": 8250
},
{
"epoch": 20.54,
"learning_rate": 3.9560439560439565e-06,
"loss": 0.4031,
"step": 8300
},
{
"epoch": 20.67,
"learning_rate": 3.846153846153847e-06,
"loss": 0.4122,
"step": 8350
},
{
"epoch": 20.79,
"learning_rate": 3.7362637362637367e-06,
"loss": 0.4125,
"step": 8400
},
{
"epoch": 20.92,
"learning_rate": 3.6263736263736266e-06,
"loss": 0.4212,
"step": 8450
},
{
"epoch": 21.0,
"eval_cer": 0.17331036258143726,
"eval_loss": 0.17667880654335022,
"eval_runtime": 47.2671,
"eval_samples_per_second": 136.755,
"eval_steps_per_second": 8.547,
"eval_wer": 0.29547821714614086,
"step": 8484
},
{
"epoch": 21.04,
"learning_rate": 3.516483516483517e-06,
"loss": 0.4213,
"step": 8500
},
{
"epoch": 21.16,
"learning_rate": 3.406593406593407e-06,
"loss": 0.4322,
"step": 8550
},
{
"epoch": 21.29,
"learning_rate": 3.2967032967032968e-06,
"loss": 0.4116,
"step": 8600
},
{
"epoch": 21.41,
"learning_rate": 3.1868131868131867e-06,
"loss": 0.404,
"step": 8650
},
{
"epoch": 21.53,
"learning_rate": 3.0769230769230774e-06,
"loss": 0.4016,
"step": 8700
},
{
"epoch": 21.66,
"learning_rate": 2.9670329670329673e-06,
"loss": 0.4031,
"step": 8750
},
{
"epoch": 21.78,
"learning_rate": 2.8571428571428573e-06,
"loss": 0.4072,
"step": 8800
},
{
"epoch": 21.91,
"learning_rate": 2.7472527472527476e-06,
"loss": 0.3893,
"step": 8850
},
{
"epoch": 22.0,
"eval_cer": 0.17188459177409454,
"eval_loss": 0.17065875232219696,
"eval_runtime": 47.0103,
"eval_samples_per_second": 137.502,
"eval_steps_per_second": 8.594,
"eval_wer": 0.2937183493158065,
"step": 8888
},
{
"epoch": 22.03,
"learning_rate": 2.6373626373626375e-06,
"loss": 0.4191,
"step": 8900
},
{
"epoch": 22.15,
"learning_rate": 2.5274725274725274e-06,
"loss": 0.4094,
"step": 8950
},
{
"epoch": 22.28,
"learning_rate": 2.4175824175824177e-06,
"loss": 0.4275,
"step": 9000
},
{
"epoch": 22.4,
"learning_rate": 2.307692307692308e-06,
"loss": 0.4044,
"step": 9050
},
{
"epoch": 22.52,
"learning_rate": 2.197802197802198e-06,
"loss": 0.4023,
"step": 9100
},
{
"epoch": 22.65,
"learning_rate": 2.0879120879120883e-06,
"loss": 0.3937,
"step": 9150
},
{
"epoch": 22.77,
"learning_rate": 1.9780219780219782e-06,
"loss": 0.4118,
"step": 9200
},
{
"epoch": 22.9,
"learning_rate": 1.8681318681318684e-06,
"loss": 0.4055,
"step": 9250
},
{
"epoch": 23.0,
"eval_cer": 0.17228063922057862,
"eval_loss": 0.17037759721279144,
"eval_runtime": 47.8098,
"eval_samples_per_second": 135.202,
"eval_steps_per_second": 8.45,
"eval_wer": 0.2942930000359157,
"step": 9292
},
{
"epoch": 23.02,
"learning_rate": 1.7582417582417585e-06,
"loss": 0.3926,
"step": 9300
},
{
"epoch": 23.14,
"learning_rate": 1.6483516483516484e-06,
"loss": 0.4367,
"step": 9350
},
{
"epoch": 23.27,
"learning_rate": 1.5384615384615387e-06,
"loss": 0.4156,
"step": 9400
},
{
"epoch": 23.39,
"learning_rate": 1.4285714285714286e-06,
"loss": 0.3998,
"step": 9450
},
{
"epoch": 23.51,
"learning_rate": 1.3186813186813187e-06,
"loss": 0.4496,
"step": 9500
},
{
"epoch": 23.64,
"learning_rate": 1.2087912087912089e-06,
"loss": 0.4061,
"step": 9550
},
{
"epoch": 23.76,
"learning_rate": 1.098901098901099e-06,
"loss": 0.3822,
"step": 9600
},
{
"epoch": 23.89,
"learning_rate": 9.890109890109891e-07,
"loss": 0.394,
"step": 9650
},
{
"epoch": 24.0,
"eval_cer": 0.17158755618923147,
"eval_loss": 0.16843372583389282,
"eval_runtime": 47.3805,
"eval_samples_per_second": 136.427,
"eval_steps_per_second": 8.527,
"eval_wer": 0.29339510828574505,
"step": 9696
},
{
"epoch": 24.01,
"learning_rate": 8.791208791208792e-07,
"loss": 0.4072,
"step": 9700
},
{
"epoch": 24.13,
"learning_rate": 7.692307692307694e-07,
"loss": 0.3867,
"step": 9750
},
{
"epoch": 24.26,
"learning_rate": 6.593406593406594e-07,
"loss": 0.4118,
"step": 9800
},
{
"epoch": 24.38,
"learning_rate": 5.494505494505495e-07,
"loss": 0.3978,
"step": 9850
},
{
"epoch": 24.5,
"learning_rate": 4.395604395604396e-07,
"loss": 0.4148,
"step": 9900
},
{
"epoch": 24.63,
"learning_rate": 3.296703296703297e-07,
"loss": 0.4074,
"step": 9950
},
{
"epoch": 24.75,
"learning_rate": 2.197802197802198e-07,
"loss": 0.4055,
"step": 10000
},
{
"epoch": 24.88,
"learning_rate": 1.098901098901099e-07,
"loss": 0.4309,
"step": 10050
},
{
"epoch": 25.0,
"learning_rate": 0.0,
"loss": 0.3997,
"step": 10100
},
{
"epoch": 25.0,
"eval_cer": 0.17101328739182955,
"eval_loss": 0.16850610077381134,
"eval_runtime": 47.0414,
"eval_samples_per_second": 137.411,
"eval_steps_per_second": 8.588,
"eval_wer": 0.29274862622562225,
"step": 10100
},
{
"epoch": 25.0,
"step": 10100,
"total_flos": 5.390210696735239e+18,
"train_loss": 1.0812275544723662,
"train_runtime": 21945.8534,
"train_samples_per_second": 29.454,
"train_steps_per_second": 0.46
}
],
"logging_steps": 50,
"max_steps": 10100,
"num_train_epochs": 25,
"save_steps": 500,
"total_flos": 5.390210696735239e+18,
"trial_name": null,
"trial_params": null
}