xuancoblab2023's picture
Training in progress, epoch 2
a204b84 verified
raw
history blame
1.7 kB
{
"best_metric": 0.8111545988258317,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-21/checkpoint-1532",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 1532,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.5445048809051514,
"learning_rate": 0.0001354005618154073,
"loss": 0.4902,
"step": 766
},
{
"epoch": 1.0,
"eval_accuracy": 0.7710371819960861,
"eval_f1": 0.7943760984182776,
"eval_loss": 0.4425993263721466,
"eval_precision": 0.7208931419457735,
"eval_recall": 0.8845401174168297,
"eval_runtime": 133.7206,
"eval_samples_per_second": 7.643,
"eval_steps_per_second": 1.914,
"step": 766
},
{
"epoch": 2.0,
"grad_norm": 6.882767677307129,
"learning_rate": 0.00012035605494702872,
"loss": 0.4409,
"step": 1532
},
{
"epoch": 2.0,
"eval_accuracy": 0.8111545988258317,
"eval_f1": 0.8360237892948172,
"eval_loss": 0.41539597511291504,
"eval_precision": 0.7387387387387387,
"eval_recall": 0.9628180039138943,
"eval_runtime": 133.4678,
"eval_samples_per_second": 7.657,
"eval_steps_per_second": 1.918,
"step": 1532
}
],
"logging_steps": 500,
"max_steps": 7660,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 471390394560.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"alpha": 0.7711149722361785,
"learning_rate": 0.0001504450686837859,
"num_train_epochs": 10,
"temperature": 20
}
}