xuancoblab2023's picture
Training in progress, epoch 1
b16addf verified
raw
history blame
1.25 kB
{
"best_metric": 0.7906066536203522,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-20/checkpoint-192",
"epoch": 1.0,
"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": 11.2067289352417,
"learning_rate": 0.00015355053489920167,
"loss": 0.5758,
"step": 192
},
{
"epoch": 1.0,
"eval_accuracy": 0.7906066536203522,
"eval_f1": 0.7938342967244701,
"eval_loss": 0.4803670346736908,
"eval_mcc": 0.5814984242947744,
"eval_precision": 0.7817836812144212,
"eval_recall": 0.8062622309197651,
"eval_runtime": 66.3514,
"eval_samples_per_second": 15.403,
"eval_steps_per_second": 0.482,
"step": 192
}
],
"logging_steps": 500,
"max_steps": 576,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 235695197280.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"alpha": 0.9932487320274002,
"learning_rate": 0.0002303258023488025,
"num_train_epochs": 3,
"per_device_train_batch_size": 16,
"temperature": 12
}
}