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README.md
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---
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-
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---
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# HeatTok Semantic Patch Cache
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Precomputed `.pt` caches for HeatTok. Use with `HEATTOK_SEMANTIC_CACHE_DIR=/path/to/cache`.
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Filename pattern: `{image_hash}_g1_s28.pt` or `{image_hash}_g1_gd1_s28.pt`
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---
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## semantic_patch_cache_vrsbench
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- **Dataset:** VRSBench (512×512)
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- Caches do **not** store precomputed global tokens or patch orientations.
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- **Gaussian parameters** and patch metadata **are** stored.
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- **No need to regenerate** `.pt` files — HeatTok computes global tokens and orientations online at load time.
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---
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## semantic_patch_cache_earthvqa
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- **Dataset:** EarthVQA (1024×1024)
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- Caches use **global downsample divisor 1** (`gd1`).
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- To use **divisor 8** (`gd8`), no regeneration needed — global branch is rebuilt online from the image processor.
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---
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## Usage
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```bash
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export HEATTOK_SEMANTIC_CACHE_DIR=/path/to/semantic_patch_cache_vrsbench # or earthvqa
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```
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```yaml
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use_semantic_patches: true
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global_downsample: true
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semantic_patch_size: 28
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```
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