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Update README.md

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@@ -95,10 +95,10 @@ everything needed end-to-end.
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  ## Usage
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- The decoder checkpoints are loaded by the inference scripts in the PiD
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- codebase. The exact `(backbone, ckpt_type) → path` mapping is the single source
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  of truth in
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- [`pid/_src/inference/checkpoint_registry.py`](https://github.com/) — clone the
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  repo, point it at this snapshot, and the demos pick the right file
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  automatically:
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  ## Usage
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+ The decoder checkpoints are loaded by the inference scripts in the [PiD
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+ codebase](https://github.com/nv-tlabs/pid). The exact `(backbone, ckpt_type) → path` mapping is the single source
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  of truth in
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+ [`pid/_src/inference/checkpoint_registry.py`](https://github.com/nv-tlabs/PiD/blob/main/pid/_src/inference/checkpoint_registry.py) — clone the
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  repo, point it at this snapshot, and the demos pick the right file
103
  automatically:
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