xuancoblab2023's picture
Training in progress, epoch 1
7ab8d9c verified
raw
history blame
2.83 kB
{
"best_metric": 0.6983011130638547,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-5/checkpoint-856",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 856,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 3.334259033203125,
"learning_rate": 0.0007289392500735427,
"loss": 0.5536,
"step": 214
},
{
"epoch": 1.0,
"eval_accuracy": 0.6666666666666666,
"eval_f1": 0.0,
"eval_loss": 0.5510665774345398,
"eval_mcc": 0.0,
"eval_precision": 0.0,
"eval_recall": 0.0,
"eval_runtime": 3.1386,
"eval_samples_per_second": 543.88,
"eval_steps_per_second": 17.205,
"step": 214
},
{
"epoch": 2.0,
"grad_norm": 1.9964511394500732,
"learning_rate": 0.0006074493750612857,
"loss": 0.5347,
"step": 428
},
{
"epoch": 2.0,
"eval_accuracy": 0.6877562975981254,
"eval_f1": 0.17873651771956856,
"eval_loss": 0.5295280814170837,
"eval_mcc": 0.18423582600040866,
"eval_precision": 0.725,
"eval_recall": 0.10193321616871705,
"eval_runtime": 3.1376,
"eval_samples_per_second": 544.038,
"eval_steps_per_second": 17.21,
"step": 428
},
{
"epoch": 3.0,
"grad_norm": 1.638342022895813,
"learning_rate": 0.0004859595000490285,
"loss": 0.5214,
"step": 642
},
{
"epoch": 3.0,
"eval_accuracy": 0.6736965436438196,
"eval_f1": 0.08837970540098199,
"eval_loss": 0.5322084426879883,
"eval_mcc": 0.10428403940757605,
"eval_precision": 0.6428571428571429,
"eval_recall": 0.04745166959578207,
"eval_runtime": 3.131,
"eval_samples_per_second": 545.187,
"eval_steps_per_second": 17.247,
"step": 642
},
{
"epoch": 4.0,
"grad_norm": 1.8640382289886475,
"learning_rate": 0.00036446962503677133,
"loss": 0.5039,
"step": 856
},
{
"epoch": 4.0,
"eval_accuracy": 0.6983011130638547,
"eval_f1": 0.33376455368693403,
"eval_loss": 0.503688633441925,
"eval_mcc": 0.2336907475795427,
"eval_precision": 0.6323529411764706,
"eval_recall": 0.22671353251318102,
"eval_runtime": 3.1488,
"eval_samples_per_second": 542.11,
"eval_steps_per_second": 17.149,
"step": 856
}
],
"logging_steps": 500,
"max_steps": 1498,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"save_steps": 500,
"total_flos": 2099102657760.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.8578412183256148,
"learning_rate": 0.0008504291250857999,
"num_train_epochs": 7,
"temperature": 7
}
}