SEPTEMBER 28, 2022

The New Vision of Compiler-Accelerated PyTorch

What makes PyTorch beloved makes it hard to compile. This is a unique challenge faced by an eager-first ML framework like ours. In this talk, we will demonstrate the feasibility of funneling any PyTorch models through the compilers with minimal user intervention and the exciting possibility of a compiler-accelerated PyTorch. And we will share promising early results on our new solution, TorchDynamo.

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