| { |
| "phase1_root": "/anvil/scratch/x-tding2/data/nsp_r2gs_v3_250/phase1_data/luna500_phase1", |
| "synth_root": "/anvil/scratch/x-tding2/data/nsp_r2gs_v3_250/synthetic_dataset/luna500_cone_ntrain_25_angle_360", |
| "cache_root": "/anvil/scratch/x-tding2/data/nsp_r2gs_v3_250/phase1_data/_phase1_v3_cache_500", |
| "output_dir": "/anvil/scratch/x-tding2/nsp/NSP_R2GS/outputs/v3_strongfusion_warm500_20260716", |
| "max_cases": 500, |
| "seed": 42, |
| "val_ratio": 0.1, |
| "strict_pack": false, |
| "prepare_packs": true, |
| "epochs": 30, |
| "batch_size": 1, |
| "num_workers": 0, |
| "lr": 0.0001, |
| "weight_decay": 0.0001, |
| "eval_every": 2, |
| "save_every": 5, |
| "vol_size": 128, |
| "proj_size": 64, |
| "gap_proj_size": 128, |
| "num_sparse_views": 25, |
| "num_gap_views": 12, |
| "base_ch": 48, |
| "ch_mults": "1,2,4,4", |
| "num_res_blocks": 2, |
| "embed_dim": 256, |
| "view_feat_ch": 24, |
| "lift_feat_ch": 12, |
| "fusion_grid_size": 32, |
| "null_ctx_ch": 24, |
| "null_hidden_ch": 32, |
| "null_gain": 0.1, |
| "xray_base_enabled": 1, |
| "xray_base_feat_ch": 24, |
| "xray_token_dim": 48, |
| "xray_token_grid_size": 4, |
| "xray_num_heads": 4, |
| "xray_num_layers": 2, |
| "xray_guidance_hidden_ch": 16, |
| "xray_fusion_mode": "strong", |
| "xray_fusion_feat_ch": 32, |
| "use_null_branch": 0, |
| "base_ctx_ch": 24, |
| "grad_loss_weight": 0.2, |
| "base_l1_weight": 0.35, |
| "base_grad_weight": 0.05, |
| "null_fourier_weight": 0.08, |
| "null_fourier_warmup": 12, |
| "null_fourier_mode": "mse", |
| "null_fourier_freq_min": 0.0, |
| "null_fourier_freq_max": 0.35, |
| "obs_consistency_weight": 0.02, |
| "null_l1_weight": 0.02, |
| "pred_activation": "none", |
| "softclamp_tau": 0.05, |
| "resume": "/anvil/scratch/x-tding2/nsp/NSP_R2GS_pre_sync_20260714/diffusion_prior/checkpoints/v27_decouplednull_250/best.pth", |
| "resume_optimizer": false |
| } |
