multiscale_v1/run_args.json

{
  "data_path": "/n/home12/binxuwang/T-SAE-Spatial/data/imagenet_data/train-00000-of-00001-18bc3231d015f1e8.parquet",
  "image_root": null,
  "image_column": "image",
  "dino_model": "dinov2_vitb14_reg",
  "dino_repo_path": "/n/holylfs06/LABS/kempner_fellow_binxuwang/Users/binxuwang/torch_cache/hub/facebookresearch_dinov2_main",
  "image_size": 224,
  "dino_block": null,
  "batch_size": 512,
  "batch_size_images": 8,
  "pairs_per_image": 64,
  "neighbor_sampling": "exact",
  "num_workers": 4,
  "group_steps": [
    4,
    2,
    1,
    0
  ],
  "steps": 100000,
  "dict_size": 16384,
  "k": 32,
  "group_fractions": [
    0.25,
    0.25,
    0.25,
    0.25
  ],
  "group_weights": [
    0.25,
    0.25,
    0.25,
    0.25
  ],
  "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",
  "submodule_name": "x_norm_patchtokens",
  "device": "cuda",
  "save_dir": "/n/home12/binxuwang/T-SAE-Spatial/ckpts_multiscale_v1",
  "save_every": 10000,
  "init_from_ckpt": null,
  "activation_dim": 768
}