SjardiWillems's picture
Training in progress, epoch 1
0f431b2 verified
raw
history blame
2.25 kB
{
"best_metric": 0.3393769209893431,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-7/checkpoint-642",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 1070,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_loss": 0.5881524085998535,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.5145,
"eval_samples_per_second": 2027.266,
"eval_steps_per_second": 128.283,
"step": 214
},
{
"epoch": 2.0,
"eval_loss": 0.6095048785209656,
"eval_matthews_correlation": 0.2920277228925403,
"eval_runtime": 0.517,
"eval_samples_per_second": 2017.266,
"eval_steps_per_second": 127.651,
"step": 428
},
{
"epoch": 2.34,
"grad_norm": 7.986351013183594,
"learning_rate": 6.259012645042397e-06,
"loss": 0.5246,
"step": 500
},
{
"epoch": 3.0,
"eval_loss": 0.8854954838752747,
"eval_matthews_correlation": 0.3393769209893431,
"eval_runtime": 0.5407,
"eval_samples_per_second": 1928.84,
"eval_steps_per_second": 122.055,
"step": 642
},
{
"epoch": 4.0,
"eval_loss": 1.2050410509109497,
"eval_matthews_correlation": 0.2903129121495111,
"eval_runtime": 0.518,
"eval_samples_per_second": 2013.528,
"eval_steps_per_second": 127.414,
"step": 856
},
{
"epoch": 4.67,
"grad_norm": 0.35196247696876526,
"learning_rate": 7.68650675706961e-07,
"loss": 0.1995,
"step": 1000
},
{
"epoch": 5.0,
"eval_loss": 1.173661708831787,
"eval_matthews_correlation": 0.3306791468948119,
"eval_runtime": 0.5275,
"eval_samples_per_second": 1977.377,
"eval_steps_per_second": 125.126,
"step": 1070
}
],
"logging_steps": 500,
"max_steps": 1070,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 26085728519712.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"learning_rate": 1.1749374614377834e-05,
"num_train_epochs": 5,
"per_device_train_batch_size": 4,
"seed": 24
}
}