xlsr_mid1_ko-en / trainer_state.json
yesj1234's picture
Upload folder using huggingface_hub
43fc318
raw
history blame contribute delete
No virus
12 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 14.996463098325867,
"eval_steps": 2000,
"global_step": 31800,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.24,
"learning_rate": 0.00014879999999999998,
"loss": 14.6823,
"step": 500
},
{
"epoch": 0.47,
"learning_rate": 0.0002985,
"loss": 4.0589,
"step": 1000
},
{
"epoch": 0.71,
"learning_rate": 0.0002951785714285714,
"loss": 1.959,
"step": 1500
},
{
"epoch": 0.94,
"learning_rate": 0.00029030844155844153,
"loss": 1.5961,
"step": 2000
},
{
"epoch": 0.94,
"eval_cer": 0.27122803037904003,
"eval_loss": 1.068536400794983,
"eval_runtime": 2688.7775,
"eval_samples_per_second": 6.291,
"eval_steps_per_second": 0.393,
"step": 2000
},
{
"epoch": 1.18,
"learning_rate": 0.00028543831168831166,
"loss": 1.4159,
"step": 2500
},
{
"epoch": 1.41,
"learning_rate": 0.0002805681818181818,
"loss": 1.3166,
"step": 3000
},
{
"epoch": 1.65,
"learning_rate": 0.0002757077922077922,
"loss": 1.2577,
"step": 3500
},
{
"epoch": 1.89,
"learning_rate": 0.0002708376623376623,
"loss": 1.2068,
"step": 4000
},
{
"epoch": 1.89,
"eval_cer": 0.21168921247442604,
"eval_loss": 0.8059473037719727,
"eval_runtime": 2690.7607,
"eval_samples_per_second": 6.286,
"eval_steps_per_second": 0.393,
"step": 4000
},
{
"epoch": 2.12,
"learning_rate": 0.00026596753246753245,
"loss": 1.1463,
"step": 4500
},
{
"epoch": 2.36,
"learning_rate": 0.0002610974025974026,
"loss": 1.0865,
"step": 5000
},
{
"epoch": 2.59,
"learning_rate": 0.000256237012987013,
"loss": 1.0765,
"step": 5500
},
{
"epoch": 2.83,
"learning_rate": 0.0002513668831168831,
"loss": 1.0519,
"step": 6000
},
{
"epoch": 2.83,
"eval_cer": 0.17837652734942439,
"eval_loss": 0.6763827800750732,
"eval_runtime": 2755.5593,
"eval_samples_per_second": 6.138,
"eval_steps_per_second": 0.384,
"step": 6000
},
{
"epoch": 3.07,
"learning_rate": 0.00024649675324675324,
"loss": 1.0204,
"step": 6500
},
{
"epoch": 3.3,
"learning_rate": 0.00024162662337662335,
"loss": 0.9806,
"step": 7000
},
{
"epoch": 3.54,
"learning_rate": 0.0002367564935064935,
"loss": 0.9693,
"step": 7500
},
{
"epoch": 3.77,
"learning_rate": 0.00023189610389610387,
"loss": 0.9522,
"step": 8000
},
{
"epoch": 3.77,
"eval_cer": 0.1666790265096821,
"eval_loss": 0.6237545609474182,
"eval_runtime": 2657.2446,
"eval_samples_per_second": 6.365,
"eval_steps_per_second": 0.398,
"step": 8000
},
{
"epoch": 4.01,
"learning_rate": 0.000227025974025974,
"loss": 0.9543,
"step": 8500
},
{
"epoch": 4.24,
"learning_rate": 0.00022215584415584413,
"loss": 0.9079,
"step": 9000
},
{
"epoch": 4.48,
"learning_rate": 0.00021728571428571427,
"loss": 0.9006,
"step": 9500
},
{
"epoch": 4.72,
"learning_rate": 0.00021242532467532466,
"loss": 0.8855,
"step": 10000
},
{
"epoch": 4.72,
"eval_cer": 0.15723901464423282,
"eval_loss": 0.5901318788528442,
"eval_runtime": 2755.8864,
"eval_samples_per_second": 6.137,
"eval_steps_per_second": 0.384,
"step": 10000
},
{
"epoch": 4.95,
"learning_rate": 0.0002075551948051948,
"loss": 0.8858,
"step": 10500
},
{
"epoch": 5.19,
"learning_rate": 0.00020268506493506492,
"loss": 0.8449,
"step": 11000
},
{
"epoch": 5.42,
"learning_rate": 0.0001978246753246753,
"loss": 0.8309,
"step": 11500
},
{
"epoch": 5.66,
"learning_rate": 0.00019295454545454545,
"loss": 0.8353,
"step": 12000
},
{
"epoch": 5.66,
"eval_cer": 0.14726462133076249,
"eval_loss": 0.5560417175292969,
"eval_runtime": 2734.9608,
"eval_samples_per_second": 6.184,
"eval_steps_per_second": 0.387,
"step": 12000
},
{
"epoch": 5.89,
"learning_rate": 0.00018808441558441555,
"loss": 0.8255,
"step": 12500
},
{
"epoch": 6.13,
"learning_rate": 0.0001832142857142857,
"loss": 0.808,
"step": 13000
},
{
"epoch": 6.37,
"learning_rate": 0.00017834415584415584,
"loss": 0.7827,
"step": 13500
},
{
"epoch": 6.6,
"learning_rate": 0.00017347402597402595,
"loss": 0.7765,
"step": 14000
},
{
"epoch": 6.6,
"eval_cer": 0.14182047400725015,
"eval_loss": 0.5313007831573486,
"eval_runtime": 2764.1566,
"eval_samples_per_second": 6.119,
"eval_steps_per_second": 0.383,
"step": 14000
},
{
"epoch": 6.84,
"learning_rate": 0.00016861363636363634,
"loss": 0.7766,
"step": 14500
},
{
"epoch": 7.07,
"learning_rate": 0.00016375324675324673,
"loss": 0.7511,
"step": 15000
},
{
"epoch": 7.31,
"learning_rate": 0.0001588831168831169,
"loss": 0.7287,
"step": 15500
},
{
"epoch": 7.55,
"learning_rate": 0.000154012987012987,
"loss": 0.7333,
"step": 16000
},
{
"epoch": 7.55,
"eval_cer": 0.13388763594009692,
"eval_loss": 0.5099530220031738,
"eval_runtime": 2760.9388,
"eval_samples_per_second": 6.126,
"eval_steps_per_second": 0.383,
"step": 16000
},
{
"epoch": 7.78,
"learning_rate": 0.00014914285714285713,
"loss": 0.7285,
"step": 16500
},
{
"epoch": 8.02,
"learning_rate": 0.00014427272727272726,
"loss": 0.719,
"step": 17000
},
{
"epoch": 8.25,
"learning_rate": 0.0001394025974025974,
"loss": 0.6828,
"step": 17500
},
{
"epoch": 8.49,
"learning_rate": 0.00013453246753246753,
"loss": 0.6887,
"step": 18000
},
{
"epoch": 8.49,
"eval_cer": 0.13040652250727414,
"eval_loss": 0.49017849564552307,
"eval_runtime": 2752.9478,
"eval_samples_per_second": 6.144,
"eval_steps_per_second": 0.384,
"step": 18000
},
{
"epoch": 8.72,
"learning_rate": 0.00012966233766233766,
"loss": 0.6893,
"step": 18500
},
{
"epoch": 8.96,
"learning_rate": 0.00012480194805194805,
"loss": 0.6834,
"step": 19000
},
{
"epoch": 9.2,
"learning_rate": 0.00011993181818181817,
"loss": 0.6572,
"step": 19500
},
{
"epoch": 9.43,
"learning_rate": 0.00011506168831168829,
"loss": 0.6547,
"step": 20000
},
{
"epoch": 9.43,
"eval_cer": 0.12521102614324914,
"eval_loss": 0.47851961851119995,
"eval_runtime": 2750.0743,
"eval_samples_per_second": 6.15,
"eval_steps_per_second": 0.385,
"step": 20000
},
{
"epoch": 9.67,
"learning_rate": 0.00011019155844155843,
"loss": 0.6438,
"step": 20500
},
{
"epoch": 9.9,
"learning_rate": 0.00010533116883116881,
"loss": 0.6419,
"step": 21000
},
{
"epoch": 10.14,
"learning_rate": 0.00010046103896103896,
"loss": 0.6238,
"step": 21500
},
{
"epoch": 10.37,
"learning_rate": 9.560064935064933e-05,
"loss": 0.612,
"step": 22000
},
{
"epoch": 10.37,
"eval_cer": 0.1199806313989452,
"eval_loss": 0.45936959981918335,
"eval_runtime": 2703.4007,
"eval_samples_per_second": 6.257,
"eval_steps_per_second": 0.391,
"step": 22000
},
{
"epoch": 10.61,
"learning_rate": 9.073051948051948e-05,
"loss": 0.6138,
"step": 22500
},
{
"epoch": 10.85,
"learning_rate": 8.58603896103896e-05,
"loss": 0.6128,
"step": 23000
},
{
"epoch": 11.08,
"learning_rate": 8.099025974025973e-05,
"loss": 0.6003,
"step": 23500
},
{
"epoch": 11.32,
"learning_rate": 7.612987012987012e-05,
"loss": 0.5855,
"step": 24000
},
{
"epoch": 11.32,
"eval_cer": 0.1176489833665595,
"eval_loss": 0.4468931555747986,
"eval_runtime": 2737.3716,
"eval_samples_per_second": 6.179,
"eval_steps_per_second": 0.387,
"step": 24000
},
{
"epoch": 11.55,
"learning_rate": 7.125974025974026e-05,
"loss": 0.5766,
"step": 24500
},
{
"epoch": 11.79,
"learning_rate": 6.638961038961039e-05,
"loss": 0.5821,
"step": 25000
},
{
"epoch": 12.03,
"learning_rate": 6.151948051948051e-05,
"loss": 0.5765,
"step": 25500
},
{
"epoch": 12.26,
"learning_rate": 5.664935064935064e-05,
"loss": 0.5538,
"step": 26000
},
{
"epoch": 12.26,
"eval_cer": 0.11556380514489371,
"eval_loss": 0.4398212134838104,
"eval_runtime": 2705.0289,
"eval_samples_per_second": 6.253,
"eval_steps_per_second": 0.391,
"step": 26000
},
{
"epoch": 12.5,
"learning_rate": 5.178896103896104e-05,
"loss": 0.5612,
"step": 26500
},
{
"epoch": 12.73,
"learning_rate": 4.691883116883116e-05,
"loss": 0.5511,
"step": 27000
},
{
"epoch": 12.97,
"learning_rate": 4.2048701298701296e-05,
"loss": 0.5497,
"step": 27500
},
{
"epoch": 13.2,
"learning_rate": 3.717857142857143e-05,
"loss": 0.5341,
"step": 28000
},
{
"epoch": 13.2,
"eval_cer": 0.11241640747348813,
"eval_loss": 0.43176981806755066,
"eval_runtime": 2707.434,
"eval_samples_per_second": 6.247,
"eval_steps_per_second": 0.391,
"step": 28000
},
{
"epoch": 13.44,
"learning_rate": 3.231818181818181e-05,
"loss": 0.5317,
"step": 28500
},
{
"epoch": 13.68,
"learning_rate": 2.7448051948051945e-05,
"loss": 0.5315,
"step": 29000
},
{
"epoch": 13.91,
"learning_rate": 2.2577922077922077e-05,
"loss": 0.5265,
"step": 29500
},
{
"epoch": 14.15,
"learning_rate": 1.7707792207792207e-05,
"loss": 0.5229,
"step": 30000
},
{
"epoch": 14.15,
"eval_cer": 0.11112952970070276,
"eval_loss": 0.4251420199871063,
"eval_runtime": 2738.5837,
"eval_samples_per_second": 6.176,
"eval_steps_per_second": 0.386,
"step": 30000
},
{
"epoch": 14.38,
"learning_rate": 1.2837662337662336e-05,
"loss": 0.5171,
"step": 30500
},
{
"epoch": 14.62,
"learning_rate": 7.967532467532467e-06,
"loss": 0.5147,
"step": 31000
},
{
"epoch": 14.85,
"learning_rate": 3.1071428571428566e-06,
"loss": 0.5162,
"step": 31500
},
{
"epoch": 15.0,
"step": 31800,
"total_flos": 2.1355952953477825e+20,
"train_loss": 1.0674577844967632,
"train_runtime": 77454.0437,
"train_samples_per_second": 26.282,
"train_steps_per_second": 0.411
}
],
"logging_steps": 500,
"max_steps": 31800,
"num_train_epochs": 15,
"save_steps": 2000,
"total_flos": 2.1355952953477825e+20,
"trial_name": null,
"trial_params": null
}