BERT-WMM / run-2 /checkpoint-1599 /trainer_state.json
HikasaHana's picture
Training in progress, epoch 3
4f0d978 verified
{
"best_metric": 0.6166056394577026,
"best_model_checkpoint": "BERT-WMM/run-2/checkpoint-1066",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1599,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.94,
"grad_norm": 11.24305248260498,
"learning_rate": 2.922625428602704e-06,
"loss": 0.7917,
"step": 500
},
{
"epoch": 1.0,
"eval_accuracy": 0.7352112676056338,
"eval_loss": 0.647247314453125,
"eval_runtime": 2.1238,
"eval_samples_per_second": 1002.939,
"eval_steps_per_second": 63.096,
"step": 533
},
{
"epoch": 1.88,
"grad_norm": 23.33644676208496,
"learning_rate": 1.5929505293294082e-06,
"loss": 0.5783,
"step": 1000
},
{
"epoch": 2.0,
"eval_accuracy": 0.7511737089201878,
"eval_loss": 0.6166056394577026,
"eval_runtime": 2.7158,
"eval_samples_per_second": 784.299,
"eval_steps_per_second": 49.341,
"step": 1066
},
{
"epoch": 2.81,
"grad_norm": 19.725927352905273,
"learning_rate": 2.6327563005611253e-07,
"loss": 0.5084,
"step": 1500
},
{
"epoch": 3.0,
"eval_accuracy": 0.7549295774647887,
"eval_loss": 0.6294087171554565,
"eval_runtime": 2.0645,
"eval_samples_per_second": 1031.734,
"eval_steps_per_second": 64.907,
"step": 1599
}
],
"logging_steps": 500,
"max_steps": 1599,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 507646505902536.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 4.252300327876e-06
}
}