xuancoblab2023's picture
Training in progress, epoch 2
ca73059 verified
raw
history blame
1.69 kB
{
"best_metric": 0.8082191780821918,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-41/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": 1.4870496988296509,
"learning_rate": 0.00011097537892965708,
"loss": 0.5464,
"step": 96
},
{
"epoch": 1.0,
"eval_accuracy": 0.7749510763209393,
"eval_f1": 0.8017241379310346,
"eval_loss": 0.4673503041267395,
"eval_precision": 0.7164869029275809,
"eval_recall": 0.9099804305283757,
"eval_runtime": 28.2108,
"eval_samples_per_second": 36.227,
"eval_steps_per_second": 1.134,
"step": 96
},
{
"epoch": 2.0,
"grad_norm": 1.9109100103378296,
"learning_rate": 9.710345656344995e-05,
"loss": 0.4617,
"step": 192
},
{
"epoch": 2.0,
"eval_accuracy": 0.8082191780821918,
"eval_f1": 0.8262411347517731,
"eval_loss": 0.43051373958587646,
"eval_precision": 0.7552674230145867,
"eval_recall": 0.9119373776908023,
"eval_runtime": 28.0456,
"eval_samples_per_second": 36.441,
"eval_steps_per_second": 1.141,
"step": 192
}
],
"logging_steps": 500,
"max_steps": 864,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"save_steps": 500,
"total_flos": 471390394560.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.8078288065121237,
"learning_rate": 0.0001248473012958642,
"num_train_epochs": 9,
"temperature": 4
}
}