xuancoblab2023's picture
Training in progress, epoch 2
ba380b9 verified
raw
history blame
1.8 kB
{
"best_metric": 0.8082191780821918,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-21/checkpoint-384",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 384,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 5.036266803741455,
"learning_rate": 7.741005485591573e-05,
"loss": 0.556,
"step": 192
},
{
"epoch": 1.0,
"eval_accuracy": 0.786692759295499,
"eval_f1": 0.8080985915492958,
"eval_loss": 0.4501095712184906,
"eval_mcc": 0.5882099387037968,
"eval_precision": 0.7344,
"eval_recall": 0.898238747553816,
"eval_runtime": 67.0331,
"eval_samples_per_second": 15.246,
"eval_steps_per_second": 0.477,
"step": 192
},
{
"epoch": 2.0,
"grad_norm": 7.937936305999756,
"learning_rate": 5.8057541141936786e-05,
"loss": 0.4586,
"step": 384
},
{
"epoch": 2.0,
"eval_accuracy": 0.8082191780821918,
"eval_f1": 0.8161350844277674,
"eval_loss": 0.42737704515457153,
"eval_mcc": 0.6187363370477468,
"eval_precision": 0.7837837837837838,
"eval_recall": 0.8512720156555773,
"eval_runtime": 66.4748,
"eval_samples_per_second": 15.374,
"eval_steps_per_second": 0.481,
"step": 384
}
],
"logging_steps": 500,
"max_steps": 960,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 471390394560.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"alpha": 0.8653499588119579,
"learning_rate": 9.676256856989465e-05,
"num_train_epochs": 5,
"per_device_train_batch_size": 16,
"temperature": 45
}
}