polaris_bert_0001 / trainer_state.json
logoyazilim's picture
Upload 15 files
bad6c8f
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 15.0,
"eval_steps": 500,
"global_step": 39555,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.19,
"learning_rate": 2.9620781190747064e-05,
"loss": 1.691,
"step": 500
},
{
"epoch": 0.38,
"learning_rate": 2.9241562381494123e-05,
"loss": 1.3596,
"step": 1000
},
{
"epoch": 0.57,
"learning_rate": 2.8862343572241182e-05,
"loss": 1.2355,
"step": 1500
},
{
"epoch": 0.76,
"learning_rate": 2.8483124762988245e-05,
"loss": 1.1379,
"step": 2000
},
{
"epoch": 0.95,
"learning_rate": 2.8103905953735308e-05,
"loss": 1.0569,
"step": 2500
},
{
"epoch": 1.14,
"learning_rate": 2.7724687144482367e-05,
"loss": 0.886,
"step": 3000
},
{
"epoch": 1.33,
"learning_rate": 2.7345468335229427e-05,
"loss": 0.8132,
"step": 3500
},
{
"epoch": 1.52,
"learning_rate": 2.696624952597649e-05,
"loss": 0.8062,
"step": 4000
},
{
"epoch": 1.71,
"learning_rate": 2.6587030716723552e-05,
"loss": 0.7833,
"step": 4500
},
{
"epoch": 1.9,
"learning_rate": 2.620781190747061e-05,
"loss": 0.779,
"step": 5000
},
{
"epoch": 2.09,
"learning_rate": 2.582859309821767e-05,
"loss": 0.6686,
"step": 5500
},
{
"epoch": 2.28,
"learning_rate": 2.5449374288964734e-05,
"loss": 0.5732,
"step": 6000
},
{
"epoch": 2.46,
"learning_rate": 2.5070155479711797e-05,
"loss": 0.5754,
"step": 6500
},
{
"epoch": 2.65,
"learning_rate": 2.4690936670458856e-05,
"loss": 0.5762,
"step": 7000
},
{
"epoch": 2.84,
"learning_rate": 2.4311717861205915e-05,
"loss": 0.5617,
"step": 7500
},
{
"epoch": 3.03,
"learning_rate": 2.3932499051952978e-05,
"loss": 0.5578,
"step": 8000
},
{
"epoch": 3.22,
"learning_rate": 2.3553280242700038e-05,
"loss": 0.4115,
"step": 8500
},
{
"epoch": 3.41,
"learning_rate": 2.31740614334471e-05,
"loss": 0.4282,
"step": 9000
},
{
"epoch": 3.6,
"learning_rate": 2.279484262419416e-05,
"loss": 0.4324,
"step": 9500
},
{
"epoch": 3.79,
"learning_rate": 2.2415623814941223e-05,
"loss": 0.4301,
"step": 10000
},
{
"epoch": 3.98,
"learning_rate": 2.2036405005688282e-05,
"loss": 0.4238,
"step": 10500
},
{
"epoch": 4.17,
"learning_rate": 2.1657186196435345e-05,
"loss": 0.3113,
"step": 11000
},
{
"epoch": 4.36,
"learning_rate": 2.1277967387182404e-05,
"loss": 0.3149,
"step": 11500
},
{
"epoch": 4.55,
"learning_rate": 2.0898748577929467e-05,
"loss": 0.3164,
"step": 12000
},
{
"epoch": 4.74,
"learning_rate": 2.0519529768676526e-05,
"loss": 0.3165,
"step": 12500
},
{
"epoch": 4.93,
"learning_rate": 2.014031095942359e-05,
"loss": 0.3291,
"step": 13000
},
{
"epoch": 5.12,
"learning_rate": 1.976109215017065e-05,
"loss": 0.2555,
"step": 13500
},
{
"epoch": 5.31,
"learning_rate": 1.9381873340917708e-05,
"loss": 0.2403,
"step": 14000
},
{
"epoch": 5.5,
"learning_rate": 1.900265453166477e-05,
"loss": 0.239,
"step": 14500
},
{
"epoch": 5.69,
"learning_rate": 1.8623435722411833e-05,
"loss": 0.2374,
"step": 15000
},
{
"epoch": 5.88,
"learning_rate": 1.8244216913158893e-05,
"loss": 0.2505,
"step": 15500
},
{
"epoch": 6.07,
"learning_rate": 1.7864998103905952e-05,
"loss": 0.2215,
"step": 16000
},
{
"epoch": 6.26,
"learning_rate": 1.7485779294653015e-05,
"loss": 0.1792,
"step": 16500
},
{
"epoch": 6.45,
"learning_rate": 1.7106560485400078e-05,
"loss": 0.1811,
"step": 17000
},
{
"epoch": 6.64,
"learning_rate": 1.6727341676147137e-05,
"loss": 0.1923,
"step": 17500
},
{
"epoch": 6.83,
"learning_rate": 1.6348122866894197e-05,
"loss": 0.2011,
"step": 18000
},
{
"epoch": 7.02,
"learning_rate": 1.596890405764126e-05,
"loss": 0.1877,
"step": 18500
},
{
"epoch": 7.21,
"learning_rate": 1.5589685248388322e-05,
"loss": 0.144,
"step": 19000
},
{
"epoch": 7.39,
"learning_rate": 1.5210466439135383e-05,
"loss": 0.1431,
"step": 19500
},
{
"epoch": 7.58,
"learning_rate": 1.4831247629882443e-05,
"loss": 0.153,
"step": 20000
},
{
"epoch": 7.77,
"learning_rate": 1.4452028820629504e-05,
"loss": 0.1555,
"step": 20500
},
{
"epoch": 7.96,
"learning_rate": 1.4072810011376565e-05,
"loss": 0.1532,
"step": 21000
},
{
"epoch": 8.15,
"learning_rate": 1.3693591202123626e-05,
"loss": 0.1235,
"step": 21500
},
{
"epoch": 8.34,
"learning_rate": 1.3314372392870687e-05,
"loss": 0.1191,
"step": 22000
},
{
"epoch": 8.53,
"learning_rate": 1.2935153583617748e-05,
"loss": 0.1241,
"step": 22500
},
{
"epoch": 8.72,
"learning_rate": 1.2555934774364809e-05,
"loss": 0.118,
"step": 23000
},
{
"epoch": 8.91,
"learning_rate": 1.217671596511187e-05,
"loss": 0.1268,
"step": 23500
},
{
"epoch": 9.1,
"learning_rate": 1.1797497155858931e-05,
"loss": 0.1087,
"step": 24000
},
{
"epoch": 9.29,
"learning_rate": 1.1418278346605992e-05,
"loss": 0.0939,
"step": 24500
},
{
"epoch": 9.48,
"learning_rate": 1.1039059537353053e-05,
"loss": 0.1023,
"step": 25000
},
{
"epoch": 9.67,
"learning_rate": 1.0659840728100115e-05,
"loss": 0.103,
"step": 25500
},
{
"epoch": 9.86,
"learning_rate": 1.0280621918847176e-05,
"loss": 0.106,
"step": 26000
},
{
"epoch": 10.05,
"learning_rate": 9.901403109594235e-06,
"loss": 0.1004,
"step": 26500
},
{
"epoch": 10.24,
"learning_rate": 9.522184300341298e-06,
"loss": 0.0823,
"step": 27000
},
{
"epoch": 10.43,
"learning_rate": 9.142965491088357e-06,
"loss": 0.0807,
"step": 27500
},
{
"epoch": 10.62,
"learning_rate": 8.76374668183542e-06,
"loss": 0.0879,
"step": 28000
},
{
"epoch": 10.81,
"learning_rate": 8.38452787258248e-06,
"loss": 0.085,
"step": 28500
},
{
"epoch": 11.0,
"learning_rate": 8.005309063329542e-06,
"loss": 0.0833,
"step": 29000
},
{
"epoch": 11.19,
"learning_rate": 7.6260902540766016e-06,
"loss": 0.0626,
"step": 29500
},
{
"epoch": 11.38,
"learning_rate": 7.2468714448236635e-06,
"loss": 0.0733,
"step": 30000
},
{
"epoch": 11.57,
"learning_rate": 6.867652635570725e-06,
"loss": 0.0723,
"step": 30500
},
{
"epoch": 11.76,
"learning_rate": 6.488433826317786e-06,
"loss": 0.0701,
"step": 31000
},
{
"epoch": 11.95,
"learning_rate": 6.109215017064847e-06,
"loss": 0.0761,
"step": 31500
},
{
"epoch": 12.14,
"learning_rate": 5.729996207811908e-06,
"loss": 0.0583,
"step": 32000
},
{
"epoch": 12.32,
"learning_rate": 5.350777398558969e-06,
"loss": 0.0558,
"step": 32500
},
{
"epoch": 12.51,
"learning_rate": 4.97155858930603e-06,
"loss": 0.0585,
"step": 33000
},
{
"epoch": 12.7,
"learning_rate": 4.592339780053091e-06,
"loss": 0.0607,
"step": 33500
},
{
"epoch": 12.89,
"learning_rate": 4.213120970800152e-06,
"loss": 0.0605,
"step": 34000
},
{
"epoch": 13.08,
"learning_rate": 3.833902161547213e-06,
"loss": 0.0511,
"step": 34500
},
{
"epoch": 13.27,
"learning_rate": 3.454683352294274e-06,
"loss": 0.0461,
"step": 35000
},
{
"epoch": 13.46,
"learning_rate": 3.075464543041335e-06,
"loss": 0.0475,
"step": 35500
},
{
"epoch": 13.65,
"learning_rate": 2.696245733788396e-06,
"loss": 0.052,
"step": 36000
},
{
"epoch": 13.84,
"learning_rate": 2.3170269245354572e-06,
"loss": 0.0508,
"step": 36500
},
{
"epoch": 14.03,
"learning_rate": 1.9378081152825183e-06,
"loss": 0.0457,
"step": 37000
},
{
"epoch": 14.22,
"learning_rate": 1.5585893060295792e-06,
"loss": 0.0427,
"step": 37500
},
{
"epoch": 14.41,
"learning_rate": 1.1793704967766403e-06,
"loss": 0.0397,
"step": 38000
},
{
"epoch": 14.6,
"learning_rate": 8.001516875237012e-07,
"loss": 0.038,
"step": 38500
},
{
"epoch": 14.79,
"learning_rate": 4.2093287827076224e-07,
"loss": 0.0434,
"step": 39000
},
{
"epoch": 14.98,
"learning_rate": 4.1714069017823285e-08,
"loss": 0.0413,
"step": 39500
},
{
"epoch": 15.0,
"step": 39555,
"total_flos": 3.307115466467021e+17,
"train_loss": 0.29966140018222515,
"train_runtime": 616667.77,
"train_samples_per_second": 2.052,
"train_steps_per_second": 0.064
}
],
"logging_steps": 500,
"max_steps": 39555,
"num_train_epochs": 15,
"save_steps": 500,
"total_flos": 3.307115466467021e+17,
"trial_name": null,
"trial_params": null
}