tatsunori's picture
Training in progress, step 2000
71be5da verified
raw
history blame contribute delete
No virus
2.67 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 6.289308176100629,
"eval_steps": 500,
"global_step": 2000,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.6535483870967742,
"eval_loss": 0.28503966331481934,
"eval_runtime": 2.1194,
"eval_samples_per_second": 1462.691,
"eval_steps_per_second": 30.669,
"step": 318
},
{
"epoch": 1.57,
"grad_norm": 0.7276282906532288,
"learning_rate": 1.685534591194969e-05,
"loss": 0.4585,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8422580645161291,
"eval_loss": 0.1152644231915474,
"eval_runtime": 2.111,
"eval_samples_per_second": 1468.52,
"eval_steps_per_second": 30.792,
"step": 636
},
{
"epoch": 3.0,
"eval_accuracy": 0.8938709677419355,
"eval_loss": 0.06576532125473022,
"eval_runtime": 2.1204,
"eval_samples_per_second": 1462.014,
"eval_steps_per_second": 30.655,
"step": 954
},
{
"epoch": 3.14,
"grad_norm": 0.6005321741104126,
"learning_rate": 1.371069182389937e-05,
"loss": 0.1354,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9119354838709678,
"eval_loss": 0.04726028814911842,
"eval_runtime": 2.0744,
"eval_samples_per_second": 1494.437,
"eval_steps_per_second": 31.335,
"step": 1272
},
{
"epoch": 4.72,
"grad_norm": 0.449545294046402,
"learning_rate": 1.0566037735849058e-05,
"loss": 0.0753,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.92,
"eval_loss": 0.038489848375320435,
"eval_runtime": 4.3863,
"eval_samples_per_second": 706.75,
"eval_steps_per_second": 14.819,
"step": 1590
},
{
"epoch": 6.0,
"eval_accuracy": 0.9261290322580645,
"eval_loss": 0.03405739739537239,
"eval_runtime": 2.3565,
"eval_samples_per_second": 1315.523,
"eval_steps_per_second": 27.584,
"step": 1908
},
{
"epoch": 6.29,
"grad_norm": 0.3650922179222107,
"learning_rate": 7.421383647798742e-06,
"loss": 0.0567,
"step": 2000
}
],
"logging_steps": 500,
"max_steps": 3180,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 567980855842764.0,
"train_batch_size": 48,
"trial_name": null,
"trial_params": {
"alpha": 0.2856698138299478,
"num_train_epochs": 10,
"temperature": 3
}
}