xuancoblab2023's picture
Training in progress, epoch 2
30e2245 verified
raw
history blame
1.69 kB
{
"best_metric": 0.812133072407045,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-19/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": 3.265742301940918,
"learning_rate": 0.00016552182978108178,
"loss": 0.5708,
"step": 96
},
{
"epoch": 1.0,
"eval_accuracy": 0.7592954990215264,
"eval_f1": 0.7980295566502462,
"eval_loss": 0.4895075857639313,
"eval_precision": 0.6874115983026874,
"eval_recall": 0.9510763209393346,
"eval_runtime": 24.8356,
"eval_samples_per_second": 41.151,
"eval_steps_per_second": 1.288,
"step": 96
},
{
"epoch": 2.0,
"grad_norm": 4.506702899932861,
"learning_rate": 0.00014713051536096157,
"loss": 0.4657,
"step": 192
},
{
"epoch": 2.0,
"eval_accuracy": 0.812133072407045,
"eval_f1": 0.8318739054290717,
"eval_loss": 0.42986905574798584,
"eval_precision": 0.7527733755942948,
"eval_recall": 0.9295499021526419,
"eval_runtime": 25.1401,
"eval_samples_per_second": 40.652,
"eval_steps_per_second": 1.273,
"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": 0.8822091648395545,
"learning_rate": 0.00018391314420120196,
"num_train_epochs": 10,
"temperature": 8
}
}