datht's picture
Training in progress, epoch 5
2cff75f verified
raw
history blame
2.04 kB
{
"best_metric": 0.7962328767123288,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-SA/run-0/checkpoint-441",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 735,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.7688356164383562,
"eval_loss": 0.5073187947273254,
"eval_runtime": 3.5613,
"eval_samples_per_second": 163.984,
"eval_steps_per_second": 10.389,
"step": 147
},
{
"epoch": 2.0,
"eval_accuracy": 0.7825342465753424,
"eval_loss": 0.5155062675476074,
"eval_runtime": 3.5634,
"eval_samples_per_second": 163.888,
"eval_steps_per_second": 10.383,
"step": 294
},
{
"epoch": 3.0,
"eval_accuracy": 0.7962328767123288,
"eval_loss": 0.6085470914840698,
"eval_runtime": 3.5765,
"eval_samples_per_second": 163.288,
"eval_steps_per_second": 10.345,
"step": 441
},
{
"epoch": 3.4,
"grad_norm": 0.9700286388397217,
"learning_rate": 2.7960981562088062e-05,
"loss": 0.3588,
"step": 500
},
{
"epoch": 4.0,
"eval_accuracy": 0.7808219178082192,
"eval_loss": 0.7084068655967712,
"eval_runtime": 3.5722,
"eval_samples_per_second": 163.483,
"eval_steps_per_second": 10.358,
"step": 588
},
{
"epoch": 5.0,
"eval_accuracy": 0.785958904109589,
"eval_loss": 0.7480510473251343,
"eval_runtime": 3.5839,
"eval_samples_per_second": 162.949,
"eval_steps_per_second": 10.324,
"step": 735
}
],
"logging_steps": 500,
"max_steps": 735,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 1296419714671410.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"learning_rate": 8.745243169419031e-05,
"num_train_epochs": 5,
"per_device_train_batch_size": 32,
"seed": 6
}
}