sibstrider's picture
Training in progress, epoch 3
e291318 verified
raw
history blame
1.76 kB
{
"best_metric": 0.926530612244898,
"best_model_checkpoint": "rubert-tiny2-finetuned-classification\\run-21\\checkpoint-1650",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1650,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.91,
"learning_rate": 4.073808226669123e-05,
"loss": 1.2386,
"step": 500
},
{
"epoch": 1.0,
"eval_accuracy": 0.8530612244897959,
"eval_loss": 0.5178775787353516,
"eval_runtime": 1.124,
"eval_samples_per_second": 217.971,
"eval_steps_per_second": 14.235,
"step": 550
},
{
"epoch": 1.82,
"learning_rate": 2.875629336472322e-05,
"loss": 0.463,
"step": 1000
},
{
"epoch": 2.0,
"eval_accuracy": 0.9224489795918367,
"eval_loss": 0.3506206274032593,
"eval_runtime": 1.407,
"eval_samples_per_second": 174.129,
"eval_steps_per_second": 11.372,
"step": 1100
},
{
"epoch": 2.73,
"learning_rate": 1.677450446275521e-05,
"loss": 0.3174,
"step": 1500
},
{
"epoch": 3.0,
"eval_accuracy": 0.926530612244898,
"eval_loss": 0.31416016817092896,
"eval_runtime": 1.329,
"eval_samples_per_second": 184.349,
"eval_steps_per_second": 12.039,
"step": 1650
}
],
"logging_steps": 500,
"max_steps": 2200,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"total_flos": 2875119593850.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"learning_rate": 5.271987116865924e-05,
"num_train_epochs": 4,
"per_device_train_batch_size": 4,
"seed": 33
}
}