![]() ![]() In this blog post I’m going to discuss deep learning compiler technologies that powers PyTorch 2.0. A compiler’s job is to translate and simplify our human readable language code into instructions that a processor understands.Ĭompilers play a very important role in deep learning to improve training and inference performance, improve energy efficiency, and target diverse AI accelerator hardware. ![]() Between the programming language and hardware processors that run it, is an important piece of technology - the compiler. We write code in human readable languages, and as though by magic, it gets translated into electric currents through silicon transistors making them behave like switches and allowing them to implement complex logic - just so we can enjoy cat videos on the internet. ![]()
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