dzungpham/graphcodebert-code-classification
0
1{2 "model_name": "microsoft/graphcodebert-base",3 "output_dir": "output_checkpoints/graphcodebert-base-lowLR-highBatchSize/",4 "num_epochs": 1,5 "max_steps": -1,6 "batch_size": 256,7 "learning_rate": 1e-06,8 "max_length": 512,9 "num_labels": 2,10 "use_wandb": true,11 "freeze_base": true,12 "loss_type": "r-drop",13 "focal_alpha": 1.0,14 "focal_gamma": 2.0,15 "r_drop_alpha": 10.0,16 "infonce_temperature": 0.07,17 "infonce_weight": 0.5,18 "seed": 42,19 "resume_from_checkpoint": "checkpoints/graphcodebert-base-lowLR-highBatchSize/checkpoint-500",20 "label_smoothing": 0.5,21 "adversarial_epsilon": 0.5,22 "use_swa": false,23 "swa_start_epoch": 0,24 "swa_lr": 1e-05,25 "data_augmentation": true,26 "aug_rename_prob": 0.8,27 "aug_format_prob": 0.8,28 "mixup_alpha": 1.0,29 "low_pass_keep_ratio": 0.5,30 "freq_consistency_weight": 0.5,31 "hidden_dropout_prob": 0.3,32 "attention_probs_dropout_prob": 0.3,33 "classifier_dropout": 0.3,34 "device": "cuda"35}