xuancoblab2023's picture
Training in progress, epoch 2
3087c4f verified
raw
history blame
2.23 kB
{
"best_metric": 0.6653465346534654,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-1188",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1188,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.3426679372787476,
"learning_rate": 0.0003560526201910554,
"loss": 0.6371,
"step": 297
},
{
"epoch": 1.0,
"eval_accuracy": 0.5841584158415841,
"eval_loss": 0.637409508228302,
"eval_runtime": 56.7978,
"eval_samples_per_second": 8.891,
"eval_steps_per_second": 0.282,
"step": 297
},
{
"epoch": 2.0,
"grad_norm": 1.018396258354187,
"learning_rate": 0.0002373684134607036,
"loss": 0.603,
"step": 594
},
{
"epoch": 2.0,
"eval_accuracy": 0.6277227722772277,
"eval_loss": 0.6017976403236389,
"eval_runtime": 55.6441,
"eval_samples_per_second": 9.076,
"eval_steps_per_second": 0.288,
"step": 594
},
{
"epoch": 3.0,
"grad_norm": 1.4982593059539795,
"learning_rate": 0.0001186842067303518,
"loss": 0.588,
"step": 891
},
{
"epoch": 3.0,
"eval_accuracy": 0.6495049504950495,
"eval_loss": 0.5974766612052917,
"eval_runtime": 55.1255,
"eval_samples_per_second": 9.161,
"eval_steps_per_second": 0.29,
"step": 891
},
{
"epoch": 4.0,
"grad_norm": 2.6116485595703125,
"learning_rate": 0.0,
"loss": 0.5769,
"step": 1188
},
{
"epoch": 4.0,
"eval_accuracy": 0.6653465346534654,
"eval_loss": 0.5864288806915283,
"eval_runtime": 56.8255,
"eval_samples_per_second": 8.887,
"eval_steps_per_second": 0.282,
"step": 1188
}
],
"logging_steps": 500,
"max_steps": 1188,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 3111373132560.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.900582717199523,
"learning_rate": 0.0004747368269214072,
"num_train_epochs": 4,
"temperature": 18
}
}