xuancoblab2023's picture
Training in progress, epoch 2
dd30444 verified
{
"best_metric": 0.6799937037620022,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-11/checkpoint-3176",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 3176,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.4442338943481445,
"learning_rate": 4.032885899938537e-05,
"loss": 0.6141,
"step": 1588
},
{
"epoch": 1.0,
"eval_accuracy": 0.6636234849677318,
"eval_f1": 0.3630402384500745,
"eval_loss": 0.6011130809783936,
"eval_mcc": 0.16570379533034763,
"eval_precision": 0.4921212121212121,
"eval_recall": 0.28760330578512394,
"eval_runtime": 23.3169,
"eval_samples_per_second": 544.926,
"eval_steps_per_second": 17.069,
"step": 1588
},
{
"epoch": 2.0,
"grad_norm": 2.0027925968170166,
"learning_rate": 3.360738249948781e-05,
"loss": 0.5959,
"step": 3176
},
{
"epoch": 2.0,
"eval_accuracy": 0.6799937037620022,
"eval_f1": 0.26447178002894356,
"eval_loss": 0.5925843119621277,
"eval_mcc": 0.1656860671477833,
"eval_precision": 0.5653518948182521,
"eval_recall": 0.17260920897284535,
"eval_runtime": 23.4673,
"eval_samples_per_second": 541.433,
"eval_steps_per_second": 16.96,
"step": 3176
}
],
"logging_steps": 500,
"max_steps": 11116,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"save_steps": 500,
"total_flos": 7817788152600.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.9830537825786697,
"learning_rate": 4.7050335499282935e-05,
"num_train_epochs": 7,
"temperature": 17
}
}