shivamklr's picture
Training in progress, epoch 1
9fbd0e0 verified
{
"best_metric": 0.44485820340444643,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola\\run-3\\checkpoint-1605",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1605,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.93,
"grad_norm": 4.072146892547607,
"learning_rate": 5.718435626528386e-05,
"loss": 0.5498,
"step": 500
},
{
"epoch": 1.0,
"eval_loss": 0.5121288299560547,
"eval_matthews_correlation": 0.39294365720435087,
"eval_runtime": 0.8037,
"eval_samples_per_second": 1297.67,
"eval_steps_per_second": 82.115,
"step": 535
},
{
"epoch": 1.87,
"grad_norm": 6.578577995300293,
"learning_rate": 3.130908193710112e-05,
"loss": 0.3359,
"step": 1000
},
{
"epoch": 2.0,
"eval_loss": 0.6010443568229675,
"eval_matthews_correlation": 0.4448508885597646,
"eval_runtime": 1.1063,
"eval_samples_per_second": 942.781,
"eval_steps_per_second": 59.658,
"step": 1070
},
{
"epoch": 2.8,
"grad_norm": 0.5026248693466187,
"learning_rate": 5.433807608918376e-06,
"loss": 0.1888,
"step": 1500
},
{
"epoch": 3.0,
"eval_loss": 0.8050044178962708,
"eval_matthews_correlation": 0.44485820340444643,
"eval_runtime": 1.5026,
"eval_samples_per_second": 694.112,
"eval_steps_per_second": 43.923,
"step": 1605
}
],
"logging_steps": 500,
"max_steps": 1605,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 128783925307044.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 8.305963059346661e-05,
"num_train_epochs": 3,
"per_device_train_batch_size": 16,
"seed": 35
}
}