shuvayanti's picture
Training in progress, epoch 4
746fca6
raw
history blame
1.36 kB
{
"best_metric": 0.482985877914811,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-1070",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 1070,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.93,
"learning_rate": 3.177733965790665e-05,
"loss": 0.5312,
"step": 500
},
{
"epoch": 1.0,
"eval_loss": 0.5129074454307556,
"eval_matthews_correlation": 0.42602448983421265,
"eval_runtime": 0.5399,
"eval_samples_per_second": 1932.01,
"eval_steps_per_second": 122.256,
"step": 535
},
{
"epoch": 1.87,
"learning_rate": 1.739845293487197e-05,
"loss": 0.3098,
"step": 1000
},
{
"epoch": 2.0,
"eval_loss": 0.5732018351554871,
"eval_matthews_correlation": 0.482985877914811,
"eval_runtime": 0.724,
"eval_samples_per_second": 1440.52,
"eval_steps_per_second": 91.155,
"step": 1070
}
],
"logging_steps": 500,
"max_steps": 1605,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 85638879604164.0,
"trial_name": null,
"trial_params": {
"learning_rate": 4.615622638094134e-05,
"num_train_epochs": 3,
"per_device_train_batch_size": 16,
"seed": 31
}
}