xuancoblab2023's picture
Training in progress, epoch 2
5cf7d98 verified
raw
history blame
1.46 kB
{
"best_metric": 0.8405963302752294,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-42/checkpoint-527",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 1054,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 12.218423843383789,
"learning_rate": 0.0002468577923854863,
"loss": 1.1492,
"step": 527
},
{
"epoch": 1.0,
"eval_accuracy": 0.8405963302752294,
"eval_loss": 1.2373847961425781,
"eval_runtime": 2.8121,
"eval_samples_per_second": 310.092,
"eval_steps_per_second": 2.489,
"step": 527
},
{
"epoch": 2.0,
"grad_norm": 7.051322937011719,
"learning_rate": 0.00012342889619274314,
"loss": 0.5283,
"step": 1054
},
{
"epoch": 2.0,
"eval_accuracy": 0.8302752293577982,
"eval_loss": 1.383708119392395,
"eval_runtime": 2.8134,
"eval_samples_per_second": 309.949,
"eval_steps_per_second": 2.488,
"step": 1054
}
],
"logging_steps": 500,
"max_steps": 1581,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 16141525436100.0,
"train_batch_size": 128,
"trial_name": null,
"trial_params": {
"alpha": 0.47037947579293116,
"learning_rate": 0.00037028668857822943,
"num_train_epochs": 3,
"temperature": 12
}
}