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Merge nucleic/sleek-ember-seal-uady into dev

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abkslm
2026-07-30 20:56:46 -07:00
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ENERGY_AND_RESIDENCY.md
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@@ -19,6 +19,13 @@ placement.
## macOS
- Generate the ML Program with `convert_coreml.py`, then run the gated `eval.py
--coreml-model ... --coreml-compute-units cpu-and-ne --compare-onnx ...` command from
the README. Preserve the conversion manifest and frozen report with the model metrics.
- Run `inspect_coreml.py` with `--compute-units cpu-and-ne`; preserve its full operation
report and record both `neuralEngineOperationShare` and
`neuralEngineEstimatedCostShare`. A gated evaluation without the ONNX comparison is
invalid.
- Run the release Core ML artifact once with `.cpuAndNeuralEngine`, recording the
`MLComputePlan` ANE operation share and the artifact's required floor.
- Repeat with a diagnostic CPU-only configuration on the same Mac and power source.