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Apache TVM

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About

Apache TVM is a deep learning compiler designed to facilitate high-performance machine learning deployment. It serves a wide community including hardware vendors, compiler engineers, and ML researchers. By leveraging community-driven optimizations, TVM enhances the capabilities of ML research and development, aiming to improve performance and reduce costs across the board. The documentation provides users with essential guides to get started, user and developer tutorials, as well as references for various APIs including Python API and other languages. TVM promotes a unified, programmable software stack that is accessible to the broader machine learning community.

Platform

Keywords

machine learning deep learning compiler tvm apache

Task

Features

• unified software stack

• supports diverse hardware

• community-driven optimizations

• high-performance machine learning compilation

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