xuancoblab2023's picture
Training in progress, epoch 1
d54604e verified
raw
history blame
1.17 kB
{
"best_metric": 0.7847358121330724,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-14/checkpoint-766",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 766,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.48061203956604,
"learning_rate": 4.112696231809907e-05,
"loss": 0.4707,
"step": 766
},
{
"epoch": 1.0,
"eval_accuracy": 0.7847358121330724,
"eval_f1": 0.8018018018018018,
"eval_loss": 0.4169985055923462,
"eval_precision": 0.7429048414023373,
"eval_recall": 0.8708414872798435,
"eval_runtime": 130.438,
"eval_samples_per_second": 7.835,
"eval_steps_per_second": 1.963,
"step": 766
}
],
"logging_steps": 500,
"max_steps": 4596,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 500,
"total_flos": 235695197280.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"alpha": 0.694449127189597,
"learning_rate": 4.935235478171889e-05,
"num_train_epochs": 6,
"temperature": 10
}
}