config.json

{
    "dataset": "cifar100",
    "data_dir": "./data",
    "batch_size": 32,
    "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": "not-apply",
    "model_size": "tiny",
    "patch_size": 1,
    "stride": 1,
    "alpha": 0.5,
    "drop_rate": 0.0,
    "drop_path_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,
    "channels": 3,
    "if_rc_pe": false,
    "use_msg": true,
    "use_dirpe": false,
    "pt_hw_seq_len": 14,
    "attn_model": "fused_chunk",
    "hidden_act": "swish",
    "use_lower_bound": true,
    "use_swiglu": true,
    "use_act_in_conv": true,
    "rope_mode": "2dv1",
    "expand_k": 0.5,
    "expand_v": 1,
    "scan_mode": "default",
    "use_bias_in_patch": true,
    "use_act_in_patch": true,
    "init_values": null,
    "use_bias_in_dwconv": true,
    "low_rank": 0,
    "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": true,
    "wandb_project": "PiT-CIFAR-100",
    "wandb_run_name": "HTayy/LinearSpectre_PS1_Cifar100_not_apply",
    "wandb_resume": "allow",
    "wandb_id": "wt5raejo",
    "use_mixup": true,
    "mixup_alpha": 1.0,
    "mixup_prob": 1.0,
    "mixup_mode": "batch",
    "mixup_label_smoothing": 0.1,
    "is_GLA_first": false,
    "is_PE_onlyGLA": true,
    "is_PE_onlyFFT": true,
    "img_size": 32,
    "num_classes": 100,
    "depth": 12,
    "num_heads": 6,
    "embed_dim": 192
}