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Register aligned scene latent components

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  1. README.md +9 -7
  2. training/index.json +13 -0
README.md CHANGED
@@ -274,7 +274,7 @@ The image encoders compute features during training.
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  <!-- partprobe3d-ss-targets:end -->
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  <!-- partprobe3d-scenes:start -->
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- ## Voxel-aligned 32³ scene latents
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  These optional caches contain one token per saved reference voxel.
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  Overlapping objects share that token and retain separate membership labels.
@@ -282,11 +282,12 @@ The `latent_valid` flag identifies cells with a native encoder output.
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  Invalid cells retain their reference coordinates and contain zero latent values.
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  The archives preserve the original NPZ files, calibration transforms, and codec provenance.
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- | Dataset | Training views | Transfer, GB |
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- | --- | ---: | ---: |
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- | [3dfront](optional/scene/32/3dfront/index.json) | 39,930 | 4.590 |
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- | [sage](optional/scene/32/sage/index.json) | 17,456 | 1.176 |
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- | [foundationpose](optional/scene/32/foundationpose/index.json) | 42,256 | 5.046 |
 
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  Restore the matching observation bundles before reading scene targets.
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  The `slat-seg` task downloads those observations without SS or object latent targets.
@@ -301,9 +302,10 @@ Restore the selected scene caches:
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  python -m preprocess.huggingface download --repo cubec/PartProbe3D-preprocessed --dataset 3dfront --bundle-root optional/scene/32 --cleanup
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  python -m preprocess.huggingface download --repo cubec/PartProbe3D-preprocessed --dataset sage --bundle-root optional/scene/32 --cleanup
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  python -m preprocess.huggingface download --repo cubec/PartProbe3D-preprocessed --dataset foundationpose --bundle-root optional/scene/32 --cleanup
 
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  ```
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- The restored caches reside under `datasets/<dataset>/slat/32/scene_targets/`.
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  `dataloader.slat_scene.SceneTargetDataset` reads them with their matching saved observations.
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  Raw meshes and source datasets are unnecessary for this reader.
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  Scene downloads remain separate from object targets and default task downloads.
 
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  <!-- partprobe3d-ss-targets:end -->
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  <!-- partprobe3d-scenes:start -->
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+ ## Voxel-aligned scene latents
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  These optional caches contain one token per saved reference voxel.
280
  Overlapping objects share that token and retain separate membership labels.
 
282
  Invalid cells retain their reference coordinates and contain zero latent values.
283
  The archives preserve the original NPZ files, calibration transforms, and codec provenance.
284
 
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+ | Dataset | Grid | Training views | Transfer, GB |
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+ | --- | ---: | ---: | ---: |
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+ | [3dfront](optional/scene/32/3dfront/index.json) | 32³ | 39,930 | 4.590 |
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+ | [sage](optional/scene/32/sage/index.json) | 32³ | 17,456 | 1.176 |
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+ | [foundationpose](optional/scene/32/foundationpose/index.json) | 32³ | 42,256 | 5.046 |
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+ | [omni6dpose](optional/scene/64/omni6dpose/index.json) | 64³ | 44,788 | 5.469 |
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  Restore the matching observation bundles before reading scene targets.
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  The `slat-seg` task downloads those observations without SS or object latent targets.
 
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  python -m preprocess.huggingface download --repo cubec/PartProbe3D-preprocessed --dataset 3dfront --bundle-root optional/scene/32 --cleanup
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  python -m preprocess.huggingface download --repo cubec/PartProbe3D-preprocessed --dataset sage --bundle-root optional/scene/32 --cleanup
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  python -m preprocess.huggingface download --repo cubec/PartProbe3D-preprocessed --dataset foundationpose --bundle-root optional/scene/32 --cleanup
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+ python -m preprocess.huggingface download --repo cubec/PartProbe3D-preprocessed --dataset omni6dpose --bundle-root optional/scene/64 --cleanup
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  ```
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+ The restored caches reside under `datasets/<dataset>/slat/<resolution>/scene_targets/`.
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  `dataloader.slat_scene.SceneTargetDataset` reads them with their matching saved observations.
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  Raw meshes and source datasets are unnecessary for this reader.
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  Scene downloads remain separate from object targets and default task downloads.
training/index.json CHANGED
@@ -224,6 +224,19 @@
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  "comparison": "strictly greater",
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  "resolution": "native"
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  }
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
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  },
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  "base_git_revision": "aac7b493e1e5e10512857a2582233c99fedda9c5",
 
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  "comparison": "strictly greater",
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  "resolution": "native"
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  }
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+ },
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+ "scene/64/omni6dpose": {
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+ "component": "optional/scene/64/omni6dpose",
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+ "bytes": 5469204480,
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+ "views": 44788,
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+ "resolution": 64,
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+ "source_manifest_sha256": "7ffa8b2b7ccd7ae0dcf2c6d966c04efb9e663930d07ac3beb63d37ac0a4e336b",
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+ "mask_policy": {
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+ "version": "visible-mask-area-v1",
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+ "minimum_area_fraction": 0.001,
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+ "comparison": "strictly greater",
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+ "resolution": "native"
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+ }
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  }
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  },
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  "base_git_revision": "aac7b493e1e5e10512857a2582233c99fedda9c5",