dzungpham's picture
upload graphcodebert robust, best f1 score at 0.54 at robust checkpoint 200
218aef1 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.0128,
"eval_steps": 1000,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00064,
"grad_norm": 1.6144306659698486,
"learning_rate": 1.1520000000000002e-08,
"loss": 0.729,
"step": 10
},
{
"epoch": 0.00128,
"grad_norm": 2.0952296257019043,
"learning_rate": 2.4320000000000002e-08,
"loss": 0.7295,
"step": 20
},
{
"epoch": 0.00192,
"grad_norm": 1.3587689399719238,
"learning_rate": 3.7120000000000004e-08,
"loss": 0.73,
"step": 30
},
{
"epoch": 0.00256,
"grad_norm": 1.2531732320785522,
"learning_rate": 4.9920000000000006e-08,
"loss": 0.7221,
"step": 40
},
{
"epoch": 0.0032,
"grad_norm": 1.437932014465332,
"learning_rate": 6.272000000000001e-08,
"loss": 0.7209,
"step": 50
},
{
"epoch": 0.00384,
"grad_norm": 1.418426752090454,
"learning_rate": 7.552e-08,
"loss": 0.729,
"step": 60
},
{
"epoch": 0.00448,
"grad_norm": 1.9476298093795776,
"learning_rate": 8.832e-08,
"loss": 0.7242,
"step": 70
},
{
"epoch": 0.00512,
"grad_norm": 1.7948051691055298,
"learning_rate": 1.0112000000000001e-07,
"loss": 0.7227,
"step": 80
},
{
"epoch": 0.00576,
"grad_norm": 1.6534360647201538,
"learning_rate": 1.1392e-07,
"loss": 0.7234,
"step": 90
},
{
"epoch": 0.0064,
"grad_norm": 1.0920158624649048,
"learning_rate": 1.2672e-07,
"loss": 0.7328,
"step": 100
},
{
"epoch": 0.00704,
"grad_norm": 1.977837085723877,
"learning_rate": 1.3952000000000002e-07,
"loss": 0.7263,
"step": 110
},
{
"epoch": 0.00768,
"grad_norm": 1.388983130455017,
"learning_rate": 1.5232000000000003e-07,
"loss": 0.7286,
"step": 120
},
{
"epoch": 0.00832,
"grad_norm": 1.2956682443618774,
"learning_rate": 1.6512e-07,
"loss": 0.7251,
"step": 130
},
{
"epoch": 0.00896,
"grad_norm": 1.8125052452087402,
"learning_rate": 1.7792e-07,
"loss": 0.7251,
"step": 140
},
{
"epoch": 0.0096,
"grad_norm": 1.626846194267273,
"learning_rate": 1.9072e-07,
"loss": 0.727,
"step": 150
},
{
"epoch": 0.01024,
"grad_norm": 2.3243086338043213,
"learning_rate": 2.0352e-07,
"loss": 0.726,
"step": 160
},
{
"epoch": 0.01088,
"grad_norm": 1.4734737873077393,
"learning_rate": 2.1632e-07,
"loss": 0.7252,
"step": 170
},
{
"epoch": 0.01152,
"grad_norm": 2.090498685836792,
"learning_rate": 2.2912e-07,
"loss": 0.7273,
"step": 180
},
{
"epoch": 0.01216,
"grad_norm": 1.7563093900680542,
"learning_rate": 2.4192000000000004e-07,
"loss": 0.719,
"step": 190
},
{
"epoch": 0.0128,
"grad_norm": 1.449843168258667,
"learning_rate": 2.5472000000000005e-07,
"loss": 0.7237,
"step": 200
}
],
"logging_steps": 10,
"max_steps": 156250,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 200,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1683910754304000.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}