Apache TVM

Apache TVM is an open source ML compiler framework for CPUs, GPUs, FPGA’s, microcontrollers, and specialized accelerators. It supports PyTorch, Tensorflow, MXNet, Darket, and a few other frameworks. The project goal is to enable engineers to optimize and run computations efficiently on any hardware backend.

Project Background

    • Compiler: Apache TVM
    • Author: OctoML
    • Initial Release: October 2020
    • Type: Compiler framework for CPUs and GPUs
    • License: Apache License 2.0
    • Language: Python, C++, and others
    • GitHub: apache/tvm has 7.3k stars, 8 releases, and 614 contributors
    • Community: tvm
    • Twitter: @apachetvm

Source: Apache TVM

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