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Meta Has Developed an AITemplate Which Transforms Deep Neural Networks into C++ Code

October 24, 2022

Via: InfoQ

Meta AI has developed AITemplate (AIT), a unified open-source system with separate acceleration back ends for both AMD and NVIDIA GPU hardware technology. AITemplate (AIT) is a two part Python framework for AI models that transforms them into much faster C++ code. It has a front end that optimizes models through graph transformations and optimizations.

When it comes to providing computational capacity for the use of AI models, GPUs are very important, especially for large-scale pretrained models. The selection of high-performance GPU inference solutions by AI practitioners is currently limited due to their platform-specific nature.

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