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Awesome GitHub RepositoriesOperator-to-Source Tracebacks

Links each runtime-executed operator back to the exact line of Python source code that produced it for hotspot identification.

Distinct from Source Code Linking: Distinct from Source Code Linking: focuses on mapping runtime operator execution to source lines, not static documentation-to-git hyperlinks.

Explore 1 awesome GitHub repository matching development tools & productivity · Operator-to-Source Tracebacks. Refine with filters or upvote what's useful.

Awesome Operator-to-Source Tracebacks GitHub Repositories

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  • pytorch/executorchAvatar von pytorch

    pytorch/executorch

    4,296Auf GitHub ansehen↗

    ExecuTorch is a lightweight C++ runtime for deploying PyTorch models on mobile, embedded, and edge hardware. It provides an ahead-of-time compilation pipeline that exports, quantizes, and lowers model graphs into compact serialized programs, then executes them through a minimal runtime with hardware acceleration and on-device large language model inference capabilities. The project distinguishes itself through a hardware accelerator delegate system that partitions model subgraphs and offloads computation to specialized backends including NPUs, GPUs, and DSPs from Apple, Arm, Intel, MediaTek,

    ExecuTorch links each runtime-executed operator back to the exact line of Python code that produced it, enabling hotspot identification.

    Pythondeep-learningembeddedgpu
    Auf GitHub ansehen↗4,296
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