tiny_bert_rand_20_v1_stsb / trainer_state.json
Hartunka's picture
End of training
29a229a verified
{
"best_global_step": 23,
"best_metric": 2.225278854370117,
"best_model_checkpoint": "tiny_bert_rand_20_v1_stsb/checkpoint-23",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 138,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 10.341554641723633,
"learning_rate": 4.9e-05,
"loss": 3.3912,
"step": 23
},
{
"epoch": 1.0,
"eval_combined_score": 0.11742589155637043,
"eval_loss": 2.225278854370117,
"eval_pearson": 0.12497857622984128,
"eval_runtime": 0.4625,
"eval_samples_per_second": 3243.388,
"eval_spearmanr": 0.10987320688289957,
"eval_steps_per_second": 12.974,
"step": 23
},
{
"epoch": 2.0,
"grad_norm": 6.209749221801758,
"learning_rate": 4.8e-05,
"loss": 2.0454,
"step": 46
},
{
"epoch": 2.0,
"eval_combined_score": 0.09966272607457684,
"eval_loss": 2.6571903228759766,
"eval_pearson": 0.1080683161104216,
"eval_runtime": 0.4957,
"eval_samples_per_second": 3026.061,
"eval_spearmanr": 0.09125713603873208,
"eval_steps_per_second": 12.104,
"step": 46
},
{
"epoch": 3.0,
"grad_norm": 4.432772636413574,
"learning_rate": 4.7e-05,
"loss": 1.8227,
"step": 69
},
{
"epoch": 3.0,
"eval_combined_score": 0.1716858093451299,
"eval_loss": 2.375758171081543,
"eval_pearson": 0.17960902562737494,
"eval_runtime": 0.4884,
"eval_samples_per_second": 3071.516,
"eval_spearmanr": 0.16376259306288485,
"eval_steps_per_second": 12.286,
"step": 69
},
{
"epoch": 4.0,
"grad_norm": 6.799037933349609,
"learning_rate": 4.600000000000001e-05,
"loss": 1.6031,
"step": 92
},
{
"epoch": 4.0,
"eval_combined_score": 0.23814275891191994,
"eval_loss": 2.4631683826446533,
"eval_pearson": 0.24191407857031005,
"eval_runtime": 0.478,
"eval_samples_per_second": 3138.068,
"eval_spearmanr": 0.23437143925352982,
"eval_steps_per_second": 12.552,
"step": 92
},
{
"epoch": 5.0,
"grad_norm": 10.835053443908691,
"learning_rate": 4.5e-05,
"loss": 1.2975,
"step": 115
},
{
"epoch": 5.0,
"eval_combined_score": 0.27566477480454066,
"eval_loss": 2.430213212966919,
"eval_pearson": 0.27735070545682966,
"eval_runtime": 0.4664,
"eval_samples_per_second": 3216.377,
"eval_spearmanr": 0.2739788441522516,
"eval_steps_per_second": 12.866,
"step": 115
},
{
"epoch": 6.0,
"grad_norm": 8.023301124572754,
"learning_rate": 4.4000000000000006e-05,
"loss": 1.028,
"step": 138
},
{
"epoch": 6.0,
"eval_combined_score": 0.28613560266248894,
"eval_loss": 2.5196170806884766,
"eval_pearson": 0.28598421625786247,
"eval_runtime": 0.4694,
"eval_samples_per_second": 3195.397,
"eval_spearmanr": 0.28628698906711547,
"eval_steps_per_second": 12.782,
"step": 138
},
{
"epoch": 6.0,
"step": 138,
"total_flos": 904528923227136.0,
"train_loss": 1.8646601248478545,
"train_runtime": 26.4109,
"train_samples_per_second": 10883.755,
"train_steps_per_second": 43.543
}
],
"logging_steps": 1,
"max_steps": 1150,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 5
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 904528923227136.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}