codypierce's picture
Training in progress, epoch 1
e4625c8 verified
raw
history blame contribute delete
No virus
1.56 kB
{
"best_metric": 0.4183935375368045,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-2/checkpoint-2138",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 2138,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.23,
"grad_norm": 13.065943717956543,
"learning_rate": 9.837377839260441e-06,
"loss": 0.5777,
"step": 500
},
{
"epoch": 0.47,
"grad_norm": 14.142450332641602,
"learning_rate": 9.226512349986941e-06,
"loss": 0.5355,
"step": 1000
},
{
"epoch": 0.7,
"grad_norm": 2.057891845703125,
"learning_rate": 8.615646860713443e-06,
"loss": 0.5373,
"step": 1500
},
{
"epoch": 0.94,
"grad_norm": 7.0049896240234375,
"learning_rate": 8.004781371439942e-06,
"loss": 0.5423,
"step": 2000
},
{
"epoch": 1.0,
"eval_loss": 0.6402870416641235,
"eval_matthews_correlation": 0.4183935375368045,
"eval_runtime": 37.1869,
"eval_samples_per_second": 28.048,
"eval_steps_per_second": 1.775,
"step": 2138
}
],
"logging_steps": 500,
"max_steps": 8552,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 32605608297312.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"learning_rate": 1.0448243328533941e-05,
"num_train_epochs": 4,
"per_device_train_batch_size": 4,
"seed": 17
}
}