| { | |
| "dataset": "cifar10", | |
| "data_dir": "./data", | |
| "batch_size": 128, | |
| "epochs": 300, | |
| "learning_rate": 0.001, | |
| "warmup_lr": 0.0005, | |
| "num_epochs_warmup": 10, | |
| "min_lr": 0.0001, | |
| "weight_decay": 0.05, | |
| "num_workers": 4, | |
| "model_type": "only-gla", | |
| "model_size": "tiny", | |
| "patch_size": 4, | |
| "stride": 4, | |
| "alpha": 0.5, | |
| "drop_rate": 0.2, | |
| "classification_mode": "avgpool", | |
| "patch_embed_version": "v2", | |
| "use_out_act": true, | |
| "use_out_gate": true, | |
| "if_abs_pos_embed": true, | |
| "if_cls_token": false, | |
| "use_middle_cls_token": false, | |
| "use_clstoken": false, | |
| "toeplitz_bandwidth": 32, | |
| "mlp_ratio": 4, | |
| "use_wavelet": false, | |
| "start_decay": 2250, | |
| "prune_range": 100, | |
| "prune_ratio": 0.4, | |
| "output_dir": "./output", | |
| "checkpoint_path": "./checkpoint.pth", | |
| "use_wandb": false, | |
| "is_GLA_first": false, | |
| "is_PE_onlyGLA": true, | |
| "is_PE_onlyFFT": false, | |
| "img_size": 32, | |
| "num_classes": 10, | |
| "depth": 12, | |
| "num_heads": 6, | |
| "embed_dim": 192 | |
| } |