xuancoblab2023's picture
Training in progress, epoch 1
bfb8030 verified
raw
history blame
1.22 kB
{
"best_metric": 0.8916246607212097,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-36/checkpoint-645",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 645,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.4688760042190552,
"learning_rate": 8.897592274282152e-05,
"loss": 0.3238,
"step": 645
},
{
"epoch": 1.0,
"eval_accuracy": 0.8916246607212097,
"eval_f1": 0.0411663807890223,
"eval_loss": 0.30380308628082275,
"eval_mcc": 0.12436574060202066,
"eval_precision": 0.8571428571428571,
"eval_recall": 0.0210896309314587,
"eval_runtime": 9.9325,
"eval_samples_per_second": 519.307,
"eval_steps_per_second": 16.31,
"step": 645
}
],
"logging_steps": 500,
"max_steps": 3870,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 500,
"total_flos": 1586942532600.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.9385779244635338,
"learning_rate": 0.00010677110729138582,
"num_train_epochs": 6,
"temperature": 21
}
}