BERT-LAW / trainer_state.json
quanghuy123's picture
Initial model upload
bc37c64 verified
raw
history blame
5.52 kB
{
"best_metric": 0.0495530404150486,
"best_model_checkpoint": "./bert_question_answer/checkpoint-506",
"epoch": 12.0,
"eval_steps": 500,
"global_step": 759,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.9960474308300395,
"grad_norm": 535022.625,
"learning_rate": 6.666666666666667e-06,
"loss": 4.5676,
"step": 63
},
{
"epoch": 0.9960474308300395,
"eval_loss": 1.4936771392822266,
"eval_runtime": 124.1238,
"eval_samples_per_second": 50.417,
"eval_steps_per_second": 0.749,
"step": 63
},
{
"epoch": 1.992094861660079,
"grad_norm": 169985.234375,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.5263,
"step": 126
},
{
"epoch": 1.992094861660079,
"eval_loss": 0.20066042244434357,
"eval_runtime": 123.7513,
"eval_samples_per_second": 50.569,
"eval_steps_per_second": 0.752,
"step": 126
},
{
"epoch": 2.9881422924901186,
"grad_norm": 111777.1484375,
"learning_rate": 2e-05,
"loss": 0.1157,
"step": 189
},
{
"epoch": 2.9881422924901186,
"eval_loss": 0.08579555153846741,
"eval_runtime": 124.3773,
"eval_samples_per_second": 50.315,
"eval_steps_per_second": 0.748,
"step": 189
},
{
"epoch": 4.0,
"grad_norm": 48445.76953125,
"learning_rate": 1.8306878306878308e-05,
"loss": 0.0586,
"step": 253
},
{
"epoch": 4.0,
"eval_loss": 0.0610487125813961,
"eval_runtime": 124.3926,
"eval_samples_per_second": 50.308,
"eval_steps_per_second": 0.748,
"step": 253
},
{
"epoch": 4.996047430830039,
"grad_norm": 95084.5546875,
"learning_rate": 1.6640211640211642e-05,
"loss": 0.0365,
"step": 316
},
{
"epoch": 4.996047430830039,
"eval_loss": 0.05348861962556839,
"eval_runtime": 124.0651,
"eval_samples_per_second": 50.441,
"eval_steps_per_second": 0.75,
"step": 316
},
{
"epoch": 5.992094861660079,
"grad_norm": 38486.77734375,
"learning_rate": 1.4973544973544975e-05,
"loss": 0.0261,
"step": 379
},
{
"epoch": 5.992094861660079,
"eval_loss": 0.053615033626556396,
"eval_runtime": 124.6756,
"eval_samples_per_second": 50.194,
"eval_steps_per_second": 0.746,
"step": 379
},
{
"epoch": 6.988142292490118,
"grad_norm": 53503.58203125,
"learning_rate": 1.3306878306878308e-05,
"loss": 0.0191,
"step": 442
},
{
"epoch": 6.988142292490118,
"eval_loss": 0.05153428390622139,
"eval_runtime": 124.176,
"eval_samples_per_second": 50.396,
"eval_steps_per_second": 0.749,
"step": 442
},
{
"epoch": 8.0,
"grad_norm": 49217.56640625,
"learning_rate": 1.1613756613756614e-05,
"loss": 0.0149,
"step": 506
},
{
"epoch": 8.0,
"eval_loss": 0.0495530404150486,
"eval_runtime": 124.4318,
"eval_samples_per_second": 50.293,
"eval_steps_per_second": 0.747,
"step": 506
},
{
"epoch": 8.996047430830039,
"grad_norm": 78619.8828125,
"learning_rate": 9.947089947089947e-06,
"loss": 0.0108,
"step": 569
},
{
"epoch": 8.996047430830039,
"eval_loss": 0.05309264734387398,
"eval_runtime": 124.173,
"eval_samples_per_second": 50.397,
"eval_steps_per_second": 0.749,
"step": 569
},
{
"epoch": 9.992094861660078,
"grad_norm": 68375.4375,
"learning_rate": 8.28042328042328e-06,
"loss": 0.0093,
"step": 632
},
{
"epoch": 9.992094861660078,
"eval_loss": 0.055722925812006,
"eval_runtime": 124.3567,
"eval_samples_per_second": 50.323,
"eval_steps_per_second": 0.748,
"step": 632
},
{
"epoch": 10.988142292490119,
"grad_norm": 52463.015625,
"learning_rate": 6.613756613756615e-06,
"loss": 0.0081,
"step": 695
},
{
"epoch": 10.988142292490119,
"eval_loss": 0.052927400916814804,
"eval_runtime": 124.2278,
"eval_samples_per_second": 50.375,
"eval_steps_per_second": 0.749,
"step": 695
},
{
"epoch": 12.0,
"grad_norm": 42119.37109375,
"learning_rate": 4.920634920634921e-06,
"loss": 0.0063,
"step": 759
},
{
"epoch": 12.0,
"eval_loss": 0.05621393024921417,
"eval_runtime": 124.2369,
"eval_samples_per_second": 50.371,
"eval_steps_per_second": 0.749,
"step": 759
}
],
"logging_steps": 500,
"max_steps": 945,
"num_input_tokens_seen": 0,
"num_train_epochs": 15,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 4,
"early_stopping_threshold": 0.001
},
"attributes": {
"early_stopping_patience_counter": 4
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.6178240952660787e+17,
"train_batch_size": 68,
"trial_name": null,
"trial_params": null
}