{ "data_path": null, "hdf5_path": "/n/holylfs06/LABS/kempner_fellow_binxuwang/Users/binxuwang/Datasets/NSD_human_fMRI/stimuli/nsd_stimuli.hdf5", "hdf5_key": "imgBrick", "image_root": null, "image_column": "image", "dino_model": "dinov2_vitb14", "dino_repo_path": "/n/holylfs06/LABS/kempner_fellow_binxuwang/Users/binxuwang/torch_cache/hub/facebookresearch_dinov2_main", "image_size": 224, "dino_block": 7, "g0_dist_min": 6, "g0_dist_max": 8, "g1_pos_dist_min": 3, "g1_pos_dist_max": 5, "g1_neg_dist_min": 1, "g1_neg_dist_max": 2, "g2_pos_dist": 1, "g2_neg_dist_min": 4, "batch_size": 512, "batch_size_images": 8, "pairs_per_image": 64, "num_workers": 4, "steps": 100000, "dict_size": 16384, "k": 32, "group_fractions": [ 0.25, 0.25, 0.25, 0.25 ], "group_weights": null, "lr": null, "auxk_alpha": 0.03125, "temp_alpha": 0.1, "warmup_steps": 1000, "decay_start": null, "threshold_beta": 0.999, "threshold_start_step": 1000, "seed": 0, "layer": 0, "lm_name": "dinov2_vitb14", "wandb_name": "MultiscaleSpatialSAE_v2_NSD75k_Block7", "submodule_name": "x_norm_patchtokens", "device": "cuda", "save_dir": "/n/home12/binxuwang/T-SAE-Spatial/ckpts_multiscale_v2_nsd_block7", "save_every": 10000, "init_from_ckpt": null, "log_every": 200, "activation_dim": 768 }