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Investigate "https://github.com/ant-research/ace-compiler/" #1218

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ZenithalHourlyRate opened this issue Dec 20, 2024 · 1 comment
Open

Investigate "https://github.com/ant-research/ace-compiler/" #1218

ZenithalHourlyRate opened this issue Dec 20, 2024 · 1 comment
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research synthesis Reading papers to figure out which ideas can be incorporated

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@ZenithalHourlyRate
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ANT-ACE is a Fully Homomorphic Encryption (FHE) Compiler Framework designed for automating Neural Network (NN) Inference. ANT-ACE accepts a pre-trained ONNX model as input and directly generates C/C++ programs to perform NN inference on encrypted data.
@ZenithalHourlyRate ZenithalHourlyRate added the research synthesis Reading papers to figure out which ideas can be incorporated label Dec 20, 2024
@AlexanderViand-Intel
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Interesting! It looks like they partially re-invented the Multi-Level-IR wheel for this:
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(This is written from scratch in C++ as far as I can see, no LLVM/MLIR in sight)

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@ZenithalHourlyRate @AlexanderViand-Intel