ana-grassmann's picture
Training in progress, epoch 3
87bdf3b verified
raw
history blame
1.65 kB
{
"best_metric": 0.9808268424206111,
"best_model_checkpoint": "bert-base-uncased-finetuned-spam-real/run-2/checkpoint-105",
"epoch": 3.961904761904762,
"eval_steps": 500,
"global_step": 208,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.99,
"eval_accuracy": 0.9720191731575794,
"eval_loss": 0.08049887418746948,
"eval_runtime": 129.4849,
"eval_samples_per_second": 128.895,
"eval_steps_per_second": 16.118,
"step": 52
},
{
"epoch": 2.0,
"eval_accuracy": 0.9808268424206111,
"eval_loss": 0.0663532018661499,
"eval_runtime": 129.584,
"eval_samples_per_second": 128.797,
"eval_steps_per_second": 16.105,
"step": 105
},
{
"epoch": 2.99,
"eval_accuracy": 0.9679448771719592,
"eval_loss": 0.11977529525756836,
"eval_runtime": 129.6054,
"eval_samples_per_second": 128.776,
"eval_steps_per_second": 16.103,
"step": 157
},
{
"epoch": 3.96,
"eval_accuracy": 0.9803475134811265,
"eval_loss": 0.07485608756542206,
"eval_runtime": 129.6725,
"eval_samples_per_second": 128.709,
"eval_steps_per_second": 16.094,
"step": 208
}
],
"logging_steps": 500,
"max_steps": 208,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"learning_rate": 3.848744961833747e-05,
"num_train_epochs": 4,
"per_device_train_batch_size": 32,
"seed": 40
}
}