datht's picture
Training in progress, epoch 1
b9a68b0 verified
raw
history blame
2.04 kB
{
"best_metric": 0.7876712328767124,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-SA/run-2/checkpoint-735",
"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": 0.6643835616438356,
"eval_loss": 0.7592821717262268,
"eval_runtime": 3.589,
"eval_samples_per_second": 162.72,
"eval_steps_per_second": 10.309,
"step": 147
},
{
"epoch": 2.0,
"eval_accuracy": 0.7722602739726028,
"eval_loss": 0.5706833004951477,
"eval_runtime": 3.5712,
"eval_samples_per_second": 163.531,
"eval_steps_per_second": 10.361,
"step": 294
},
{
"epoch": 3.0,
"eval_accuracy": 0.7671232876712328,
"eval_loss": 0.5250597596168518,
"eval_runtime": 3.5872,
"eval_samples_per_second": 162.802,
"eval_steps_per_second": 10.314,
"step": 441
},
{
"epoch": 3.4,
"grad_norm": 3.6389541625976562,
"learning_rate": 1.928469096530994e-06,
"loss": 0.6489,
"step": 500
},
{
"epoch": 4.0,
"eval_accuracy": 0.785958904109589,
"eval_loss": 0.5115081071853638,
"eval_runtime": 3.573,
"eval_samples_per_second": 163.447,
"eval_steps_per_second": 10.355,
"step": 588
},
{
"epoch": 5.0,
"eval_accuracy": 0.7876712328767124,
"eval_loss": 0.5062544345855713,
"eval_runtime": 3.5999,
"eval_samples_per_second": 162.226,
"eval_steps_per_second": 10.278,
"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": 6.031594833830981e-06,
"num_train_epochs": 5,
"per_device_train_batch_size": 32,
"seed": 20
}
}