xuancoblab2023's picture
Training in progress, epoch 2
4ad32ca verified
raw
history blame
1.73 kB
{
"best_metric": 0.7906066536203522,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-16/checkpoint-110",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 110,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.115179181098938,
"learning_rate": 0.0001711445020920055,
"loss": 0.4773,
"step": 55
},
{
"epoch": 1.0,
"eval_accuracy": 0.7181996086105675,
"eval_f1": 0.7125748502994013,
"eval_loss": 0.4258935749530792,
"eval_precision": 0.7270875763747454,
"eval_recall": 0.6986301369863014,
"eval_runtime": 27.8796,
"eval_samples_per_second": 36.658,
"eval_steps_per_second": 1.148,
"step": 55
},
{
"epoch": 2.0,
"grad_norm": 2.2601873874664307,
"learning_rate": 0.0001283583765690041,
"loss": 0.4242,
"step": 110
},
{
"epoch": 2.0,
"eval_accuracy": 0.7906066536203522,
"eval_f1": 0.8018518518518519,
"eval_loss": 0.40127235651016235,
"eval_precision": 0.7609841827768014,
"eval_recall": 0.8473581213307241,
"eval_runtime": 27.9127,
"eval_samples_per_second": 36.614,
"eval_steps_per_second": 1.146,
"step": 110
}
],
"logging_steps": 500,
"max_steps": 275,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 471390394560.0,
"train_batch_size": 56,
"trial_name": null,
"trial_params": {
"alpha": 0.6575195229183988,
"learning_rate": 0.00021393062761500687,
"num_train_epochs": 5,
"per_device_train_batch_size": 56,
"temperature": 22
}
}