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Hybrid diffusion #810

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Hybrid diffusion #810

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@fd0r fd0r commented Jul 25, 2024

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@cla-bot cla-bot bot added the cla-signed label Jul 25, 2024
@fd0r fd0r force-pushed the hybrid_diffusion branch 2 times, most recently from da36c0b to d008da8 Compare July 29, 2024 21:54
This commit adds a small example of running a diffusion model with the
Hybrid FHE model approach.

This needed supporting multi-input hybrid models.

Multi-output isn't supported yet.

Also remote-running hybrid models isn't tested.
@fd0r fd0r force-pushed the hybrid_diffusion branch from d008da8 to 430edf9 Compare July 31, 2024 11:50
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Coverage failed ❌

Coverage details

---------- coverage: platform linux, python 3.8.18-final-0 -----------
Name                                    Stmts   Miss  Cover   Missing
---------------------------------------------------------------------
src/concrete/ml/common/utils.py           159      1    99%   539
src/concrete/ml/torch/hybrid_model.py     168      8    95%   388-390, 498, 505, 521, 524, 545
---------------------------------------------------------------------
TOTAL                                    8132      9    99%

58 files skipped due to complete coverage.

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