joseph10's picture
Training in progress, epoch 3
bdf2607
raw
history blame
1.72 kB
{
"best_metric": 0.7488882712618121,
"best_model_checkpoint": "tinybert-TG-HS-HX-parentpretrained\\run-2\\checkpoint-591",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 591,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 1.6784454644765522e-06,
"loss": 0.564,
"step": 197
},
{
"epoch": 1.0,
"eval_accuracy": 0.6989994441356309,
"eval_loss": 0.5322139859199524,
"eval_runtime": 125.0015,
"eval_samples_per_second": 57.567,
"eval_steps_per_second": 0.456,
"step": 197
},
{
"epoch": 2.0,
"learning_rate": 1.258834098357414e-06,
"loss": 0.5261,
"step": 394
},
{
"epoch": 2.0,
"eval_accuracy": 0.7388827126181212,
"eval_loss": 0.496852844953537,
"eval_runtime": 124.8189,
"eval_samples_per_second": 57.652,
"eval_steps_per_second": 0.457,
"step": 394
},
{
"epoch": 3.0,
"learning_rate": 8.392227322382761e-07,
"loss": 0.5052,
"step": 591
},
{
"epoch": 3.0,
"eval_accuracy": 0.7488882712618121,
"eval_loss": 0.48156076669692993,
"eval_runtime": 124.658,
"eval_samples_per_second": 57.726,
"eval_steps_per_second": 0.457,
"step": 591
}
],
"logging_steps": 500,
"max_steps": 985,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 133009215775884.0,
"trial_name": null,
"trial_params": {
"alpha": 0.8786599620319323,
"learning_rate": 2.09805683059569e-06,
"num_train_epochs": 5,
"temperature": 9
}
}