distilbert_rand_10_v1_rte / trainer_state.json
Hartunka's picture
End of training
b15196f verified
{
"best_global_step": 10,
"best_metric": 0.7071229219436646,
"best_model_checkpoint": "distilbert_rand_10_v1_rte/checkpoint-10",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 60,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.1104700565338135,
"learning_rate": 4.9e-05,
"loss": 0.7329,
"step": 10
},
{
"epoch": 1.0,
"eval_accuracy": 0.47653429602888087,
"eval_loss": 0.7071229219436646,
"eval_runtime": 0.1272,
"eval_samples_per_second": 2177.181,
"eval_steps_per_second": 15.72,
"step": 10
},
{
"epoch": 2.0,
"grad_norm": 1.0915528535842896,
"learning_rate": 4.8e-05,
"loss": 0.6816,
"step": 20
},
{
"epoch": 2.0,
"eval_accuracy": 0.49458483754512633,
"eval_loss": 0.7139835357666016,
"eval_runtime": 0.1336,
"eval_samples_per_second": 2073.871,
"eval_steps_per_second": 14.974,
"step": 20
},
{
"epoch": 3.0,
"grad_norm": 0.939078152179718,
"learning_rate": 4.7e-05,
"loss": 0.6469,
"step": 30
},
{
"epoch": 3.0,
"eval_accuracy": 0.5306859205776173,
"eval_loss": 0.7382882833480835,
"eval_runtime": 0.1356,
"eval_samples_per_second": 2042.926,
"eval_steps_per_second": 14.75,
"step": 30
},
{
"epoch": 4.0,
"grad_norm": 3.8303518295288086,
"learning_rate": 4.600000000000001e-05,
"loss": 0.5658,
"step": 40
},
{
"epoch": 4.0,
"eval_accuracy": 0.5342960288808665,
"eval_loss": 0.8602527976036072,
"eval_runtime": 0.1382,
"eval_samples_per_second": 2004.998,
"eval_steps_per_second": 14.477,
"step": 40
},
{
"epoch": 5.0,
"grad_norm": 1.504719614982605,
"learning_rate": 4.5e-05,
"loss": 0.4515,
"step": 50
},
{
"epoch": 5.0,
"eval_accuracy": 0.49097472924187724,
"eval_loss": 0.9618232846260071,
"eval_runtime": 0.1388,
"eval_samples_per_second": 1995.997,
"eval_steps_per_second": 14.412,
"step": 50
},
{
"epoch": 6.0,
"grad_norm": 9.033975601196289,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.3334,
"step": 60
},
{
"epoch": 6.0,
"eval_accuracy": 0.5018050541516246,
"eval_loss": 1.2717946767807007,
"eval_runtime": 0.1468,
"eval_samples_per_second": 1887.432,
"eval_steps_per_second": 13.628,
"step": 60
},
{
"epoch": 6.0,
"step": 60,
"total_flos": 989531467960320.0,
"train_loss": 0.5686906655629476,
"train_runtime": 21.9893,
"train_samples_per_second": 5661.854,
"train_steps_per_second": 22.738
}
],
"logging_steps": 1,
"max_steps": 500,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 5
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 989531467960320.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}