xuancoblab2023's picture
Training in progress, epoch 1
07b4bee verified
raw
history blame
1.25 kB
{
"best_metric": 0.7847358121330724,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-18/checkpoint-192",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 192,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.9128750562667847,
"learning_rate": 0.000468107445983249,
"loss": 0.5305,
"step": 192
},
{
"epoch": 1.0,
"eval_accuracy": 0.7847358121330724,
"eval_f1": 0.7920604914933836,
"eval_loss": 0.45163166522979736,
"eval_mcc": 0.5708901120719992,
"eval_precision": 0.7659963436928702,
"eval_recall": 0.8199608610567515,
"eval_runtime": 67.0893,
"eval_samples_per_second": 15.233,
"eval_steps_per_second": 0.477,
"step": 192
}
],
"logging_steps": 500,
"max_steps": 960,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 235695197280.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"alpha": 0.8570009057234442,
"learning_rate": 0.0005851343074790613,
"num_train_epochs": 5,
"per_device_train_batch_size": 16,
"temperature": 44
}
}