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Compute Runtimes · Awesome GitHub Repositories

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Awesome GitHub RepositoriesCompute Runtimes

Execution environments that manage the mapping of parallel algorithms to hardware backends.

Distinguishing note: Focuses on the runtime execution layer for hardware-agnostic compute.

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  • taichi-dev/taichi

    taichi-dev/taichi

    27,982View on GitHub↗

    Taichi is a domain-specific programming language embedded in Python designed for high-performance numerical computing and computer graphics. It functions as a parallel compiler that translates high-level mathematical expressions into optimized machine instructions, enabling developers to write compute-intensive algorithms that execute across diverse hardware architectures, including CPUs, GPUs, and specialized accelerators. The project distinguishes itself through a hardware-agnostic execution layer that maps parallel operations to multiple backends such as CUDA, Metal, and Vulkan. By utilizi

    Provides a hardware-agnostic execution layer that maps parallel algorithms onto diverse backends.

    C++computer-graphicsdifferentiable-programminggpu
    27,982View on GitHub↗