ensr's picture
Training in progress, epoch 1
aca3606
{
"best_metric": 0.46741180953359257,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola\\run-4\\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,
"learning_rate": 6.042296562538321e-06,
"loss": 0.606,
"step": 500
},
{
"epoch": 0.47,
"learning_rate": 5.242204327032718e-06,
"loss": 0.5464,
"step": 1000
},
{
"epoch": 0.7,
"learning_rate": 4.442112091527114e-06,
"loss": 0.5152,
"step": 1500
},
{
"epoch": 0.94,
"learning_rate": 3.642019856021509e-06,
"loss": 0.5153,
"step": 2000
},
{
"epoch": 1.0,
"eval_loss": 0.5116811394691467,
"eval_matthews_correlation": 0.46741180953359257,
"eval_runtime": 5.9325,
"eval_samples_per_second": 175.81,
"eval_steps_per_second": 11.125,
"step": 2138
}
],
"logging_steps": 500,
"max_steps": 4276,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 500,
"total_flos": 32633550639216.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"learning_rate": 6.842388798043926e-06,
"num_train_epochs": 2,
"per_device_train_batch_size": 4,
"seed": 11
}
}