kristmh's picture
Training in progress, epoch 3
22e3659 verified
{
"best_metric": 0.3010425673469933,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-2/checkpoint-1070",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 1070,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.93,
"grad_norm": 5.214674472808838,
"learning_rate": 1.8520669838507643e-06,
"loss": 0.6015,
"step": 500
},
{
"epoch": 1.0,
"eval_loss": 0.5738183259963989,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.3412,
"eval_samples_per_second": 3056.962,
"eval_steps_per_second": 193.441,
"step": 535
},
{
"epoch": 1.87,
"grad_norm": 4.423364162445068,
"learning_rate": 1.28741241560358e-06,
"loss": 0.5393,
"step": 1000
},
{
"epoch": 2.0,
"eval_loss": 0.5461441874504089,
"eval_matthews_correlation": 0.3010425673469933,
"eval_runtime": 0.3638,
"eval_samples_per_second": 2866.982,
"eval_steps_per_second": 181.42,
"step": 1070
}
],
"logging_steps": 500,
"max_steps": 2140,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 85414564692768.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 2.4167215520979487e-06,
"num_train_epochs": 4,
"per_device_train_batch_size": 16,
"seed": 33
}
}