Showing 1 open source project for "metal"

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    ANE Training

    ANE Training

    Training neural networks on Apple Neural Engine via APIs

    ...The repository implements a from-scratch transformer training pipeline capable of running both forward and backward passes on ANE hardware without relying on CoreML, Metal, or GPU acceleration. It explores the internal software stack of the Apple Neural Engine by interfacing with private classes such as _ANEClient and compiling custom compute graphs in the MIL format. The project includes performance benchmarks and kernel breakdowns that show how different components of the training loop are distributed between the ANE and CPU. ...
    Downloads: 1 This Week
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