xuancoblab2023's picture
Training in progress, epoch 1
c66bcd4 verified
{
"best_metric": 0.7857142857142857,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-11/checkpoint-384",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 384,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 3.698505163192749,
"learning_rate": 0.0004729463641993846,
"loss": 0.4978,
"step": 192
},
{
"epoch": 1.0,
"eval_accuracy": 0.7465753424657534,
"eval_f1": 0.7821698906644239,
"eval_loss": 0.46408411860466003,
"eval_mcc": 0.5218028809356926,
"eval_precision": 0.6858407079646017,
"eval_recall": 0.9099804305283757,
"eval_runtime": 66.6598,
"eval_samples_per_second": 15.332,
"eval_steps_per_second": 0.48,
"step": 192
},
{
"epoch": 2.0,
"grad_norm": 4.018568515777588,
"learning_rate": 0.0,
"loss": 0.4526,
"step": 384
},
{
"epoch": 2.0,
"eval_accuracy": 0.7857142857142857,
"eval_f1": 0.7999999999999999,
"eval_loss": 0.43016862869262695,
"eval_mcc": 0.5773502691896257,
"eval_precision": 0.75,
"eval_recall": 0.8571428571428571,
"eval_runtime": 66.4246,
"eval_samples_per_second": 15.386,
"eval_steps_per_second": 0.482,
"step": 384
}
],
"logging_steps": 500,
"max_steps": 384,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 500,
"total_flos": 471390394560.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"alpha": 0.7646810195593648,
"learning_rate": 0.0009458927283987692,
"num_train_epochs": 2,
"per_device_train_batch_size": 16,
"temperature": 27
}
}