xuancoblab2023's picture
Training in progress, epoch 1
7520174 verified
raw
history blame
1.25 kB
{
"best_metric": 0.7152641878669276,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-13/checkpoint-192",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 192,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.2103345394134521,
"learning_rate": 0.0007303245817667495,
"loss": 0.5045,
"step": 192
},
{
"epoch": 1.0,
"eval_accuracy": 0.7152641878669276,
"eval_f1": 0.7390134529147983,
"eval_loss": 0.4673319160938263,
"eval_mcc": 0.43784064067818973,
"eval_precision": 0.6821192052980133,
"eval_recall": 0.8062622309197651,
"eval_runtime": 66.234,
"eval_samples_per_second": 15.43,
"eval_steps_per_second": 0.483,
"step": 192
}
],
"logging_steps": 500,
"max_steps": 768,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 235695197280.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"alpha": 0.7599505594326271,
"learning_rate": 0.0009737661090223328,
"num_train_epochs": 4,
"per_device_train_batch_size": 16,
"temperature": 27
}
}