xuancoblab2023's picture
Training in progress, epoch 1
94a2e48 verified
{
"best_metric": 0.8337155963302753,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-2108",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 2108,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 14.515488624572754,
"learning_rate": 0.00014545600250112875,
"loss": 1.8614,
"step": 527
},
{
"epoch": 1.0,
"eval_accuracy": 0.8176605504587156,
"eval_loss": 1.578995704650879,
"eval_runtime": 2.8296,
"eval_samples_per_second": 308.168,
"eval_steps_per_second": 2.474,
"step": 527
},
{
"epoch": 2.0,
"grad_norm": 19.460262298583984,
"learning_rate": 0.00012121333541760731,
"loss": 0.862,
"step": 1054
},
{
"epoch": 2.0,
"eval_accuracy": 0.8302752293577982,
"eval_loss": 1.6238842010498047,
"eval_runtime": 2.8061,
"eval_samples_per_second": 310.75,
"eval_steps_per_second": 2.495,
"step": 1054
},
{
"epoch": 3.0,
"grad_norm": NaN,
"learning_rate": 9.701666959989899e-05,
"loss": 0.6401,
"step": 1581
},
{
"epoch": 3.0,
"eval_accuracy": 0.8325688073394495,
"eval_loss": 1.6516802310943604,
"eval_runtime": 2.8353,
"eval_samples_per_second": 307.546,
"eval_steps_per_second": 2.469,
"step": 1581
},
{
"epoch": 4.0,
"grad_norm": 11.252717018127441,
"learning_rate": 7.277400251637752e-05,
"loss": 0.5157,
"step": 2108
},
{
"epoch": 4.0,
"eval_accuracy": 0.8337155963302753,
"eval_loss": 1.666493535041809,
"eval_runtime": 2.8206,
"eval_samples_per_second": 309.151,
"eval_steps_per_second": 2.482,
"step": 2108
}
],
"logging_steps": 500,
"max_steps": 3689,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"save_steps": 500,
"total_flos": 32337743850420.0,
"train_batch_size": 128,
"trial_name": null,
"trial_params": {
"alpha": 0.24080905069528658,
"learning_rate": 0.00016969866958465023,
"num_train_epochs": 7,
"temperature": 25
}
}