BERT-WMM / run-0 /checkpoint-3198 /trainer_state.json
HikasaHana's picture
Training in progress, epoch 1
08db824 verified
raw
history blame
3.1 kB
{
"best_metric": 0.6369415521621704,
"best_model_checkpoint": "BERT-WMM/run-0/checkpoint-533",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 3198,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.94,
"grad_norm": 11.681629180908203,
"learning_rate": 2.5842410540171958e-05,
"loss": 0.7181,
"step": 500
},
{
"epoch": 1.0,
"eval_accuracy": 0.7525821596244131,
"eval_loss": 0.6369415521621704,
"eval_runtime": 1.9836,
"eval_samples_per_second": 1073.792,
"eval_steps_per_second": 67.553,
"step": 533
},
{
"epoch": 1.88,
"grad_norm": 6.492458820343018,
"learning_rate": 2.1053231418568556e-05,
"loss": 0.4571,
"step": 1000
},
{
"epoch": 2.0,
"eval_accuracy": 0.7497652582159624,
"eval_loss": 0.6769182682037354,
"eval_runtime": 2.0259,
"eval_samples_per_second": 1051.385,
"eval_steps_per_second": 66.144,
"step": 1066
},
{
"epoch": 2.81,
"grad_norm": 13.743987083435059,
"learning_rate": 1.626405229696515e-05,
"loss": 0.2889,
"step": 1500
},
{
"epoch": 3.0,
"eval_accuracy": 0.7596244131455399,
"eval_loss": 0.8726277351379395,
"eval_runtime": 2.0636,
"eval_samples_per_second": 1032.174,
"eval_steps_per_second": 64.935,
"step": 1599
},
{
"epoch": 3.75,
"grad_norm": 31.317466735839844,
"learning_rate": 1.147487317536175e-05,
"loss": 0.1815,
"step": 2000
},
{
"epoch": 4.0,
"eval_accuracy": 0.7572769953051643,
"eval_loss": 1.311642050743103,
"eval_runtime": 2.081,
"eval_samples_per_second": 1023.549,
"eval_steps_per_second": 64.392,
"step": 2132
},
{
"epoch": 4.69,
"grad_norm": 0.05295910686254501,
"learning_rate": 6.685694053758349e-06,
"loss": 0.1073,
"step": 2500
},
{
"epoch": 5.0,
"eval_accuracy": 0.7610328638497652,
"eval_loss": 1.4908134937286377,
"eval_runtime": 2.0562,
"eval_samples_per_second": 1035.88,
"eval_steps_per_second": 65.168,
"step": 2665
},
{
"epoch": 5.63,
"grad_norm": 0.06595510989427567,
"learning_rate": 1.896514932154947e-06,
"loss": 0.045,
"step": 3000
},
{
"epoch": 6.0,
"eval_accuracy": 0.7591549295774648,
"eval_loss": 1.5977472066879272,
"eval_runtime": 2.0716,
"eval_samples_per_second": 1028.204,
"eval_steps_per_second": 64.685,
"step": 3198
}
],
"logging_steps": 500,
"max_steps": 3198,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 500,
"total_flos": 1014949731017880.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 3.063158966177536e-05,
"num_train_epochs": 6,
"per_device_train_batch_size": 16,
"weight_decay": 2.6426532465921284e-05
}
}