graphcodebert-best/checkpoint-1650/hyperparams.json

{
    "model_name": "microsoft/graphcodebert-base",
    "output_dir": "output_checkpoints/graphcodebert-best/",
    "num_epochs": 2,
    "max_steps": -1,
    "batch_size": 256,
    "learning_rate": 1e-06,
    "max_length": 512,
    "num_labels": 2,
    "use_wandb": true,
    "freeze_base": true,
    "loss_type": "r-drop",
    "focal_alpha": 1.0,
    "focal_gamma": 2.0,
    "r_drop_alpha": 6.0,
    "infonce_temperature": 0.07,
    "infonce_weight": 0.5,
    "seed": 42,
    "wandb_run_name": "graphcodebert-rdrop-best",
    "resume_from_checkpoint": "checkpoints/graphcodebert-best/checkpoint-1400",
    "save_steps": 100,
    "eval_steps": 20,
    "logging_steps": 2,
    "label_smoothing": 0.5,
    "adversarial_epsilon": 0.5,
    "use_swa": false,
    "swa_start_epoch": 0,
    "swa_lr": 1e-05,
    "data_augmentation": true,
    "aug_rename_prob": 0.8,
    "aug_format_prob": 0.8,
    "mixup_alpha": 1.0,
    "low_pass_keep_ratio": 0.5,
    "freq_consistency_weight": 0.5,
    "hidden_dropout_prob": 0.3,
    "attention_probs_dropout_prob": 0.3,
    "classifier_dropout": 0.3,
    "device": "cuda"
}