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Yingying11/semantic_patch_cache

HeatTok Semantic Patch Cache Precomputed .pt caches for HeatTok. Use with HEATTOK_SEMANTIC_CACHE_DIR=/path/to/cache. Filename pattern: {image_hash}_g1_s28.pt or {image_hash}_g1_gd1_s28.pt semantic_patch_cache_vrsbench Dataset: VRSBench (512×512) Caches do not store precomputed global tokens or patch orientations. Gaussian parameters and patch metadata are stored. No need to regenerate .pt files — HeatTok computes global tokens and orientations online at load… See the full description on the dataset page: https://huggingface.co/datasets/Yingying11/semantic_patch_cache.

sourceHugging Faceupdated 22d agoView on Hugging Face
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HeatTok Semantic Patch Cache

Precomputed .pt caches for HeatTok. Use with HEATTOK_SEMANTIC_CACHE_DIR=/path/to/cache.

Filename pattern: {image_hash}_g1_s28.pt or {image_hash}_g1_gd1_s28.pt


semanticpatchcache_vrsbench

  • Dataset: VRSBench (512×512)
  • Caches do not store precomputed global tokens or patch orientations.
  • Gaussian parameters and patch metadata are stored.
  • No need to regenerate .pt files — HeatTok computes global tokens and orientations online at load time.

semanticpatchcache_earthvqa

  • Dataset: EarthVQA (1024×1024)
  • Caches use global downsample divisor 1 (gd1).
  • To use divisor 8 (gd8), no regeneration needed — global branch is rebuilt online from the image processor.

Usage

bash
export HEATTOK_SEMANTIC_CACHE_DIR=/path/to/semantic_patch_cache_vrsbench  # or earthvqa
yaml
use_semantic_patches: true
global_downsample: true
semantic_patch_size: 28
Yingying11/semantic_patch_cache · CoolFace