stuser2023's picture
Training in progress, epoch 1
b94054c verified
raw
history blame
1.56 kB
{
"best_metric": 0.47921629302778096,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-6/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": 17.90995979309082,
"learning_rate": 1.8573493164868257e-05,
"loss": 0.6076,
"step": 500
},
{
"epoch": 0.47,
"grad_norm": 25.591594696044922,
"learning_rate": 1.700319445292471e-05,
"loss": 0.5721,
"step": 1000
},
{
"epoch": 0.7,
"grad_norm": 17.508258819580078,
"learning_rate": 1.5432895740981165e-05,
"loss": 0.5514,
"step": 1500
},
{
"epoch": 0.94,
"grad_norm": 47.17720031738281,
"learning_rate": 1.3862597029037618e-05,
"loss": 0.5529,
"step": 2000
},
{
"epoch": 1.0,
"eval_loss": 0.4856245219707489,
"eval_matthews_correlation": 0.47921629302778096,
"eval_runtime": 0.8291,
"eval_samples_per_second": 1258.047,
"eval_steps_per_second": 79.608,
"step": 2138
}
],
"logging_steps": 500,
"max_steps": 6414,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 83994162312648.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"learning_rate": 2.01437918768118e-05,
"num_train_epochs": 3,
"per_device_train_batch_size": 4,
"seed": 9
}
}