xuancoblab2023's picture
Training in progress, epoch 2
24d19f1 verified
raw
history blame
1.69 kB
{
"best_metric": 0.7896281800391389,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-192",
"epoch": 2.0,
"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": 1.8004393577575684,
"learning_rate": 0.0007697157586205755,
"loss": 0.4935,
"step": 96
},
{
"epoch": 1.0,
"eval_accuracy": 0.7436399217221135,
"eval_f1": 0.7689594356261024,
"eval_loss": 0.448881596326828,
"eval_precision": 0.6998394863563403,
"eval_recall": 0.8532289628180039,
"eval_runtime": 28.6476,
"eval_samples_per_second": 35.675,
"eval_steps_per_second": 1.117,
"step": 96
},
{
"epoch": 2.0,
"grad_norm": 4.9879961013793945,
"learning_rate": 0.0006841917854405115,
"loss": 0.4571,
"step": 192
},
{
"epoch": 2.0,
"eval_accuracy": 0.7896281800391389,
"eval_f1": 0.8057813911472448,
"eval_loss": 0.42557916045188904,
"eval_precision": 0.7483221476510067,
"eval_recall": 0.87279843444227,
"eval_runtime": 28.772,
"eval_samples_per_second": 35.521,
"eval_steps_per_second": 1.112,
"step": 192
}
],
"logging_steps": 500,
"max_steps": 960,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 471390394560.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.735211359802956,
"learning_rate": 0.0008552397318006393,
"num_train_epochs": 10,
"temperature": 25
}
}