compiler – Andrew Fairless, Ph.D.

What I Read: SciPy builds for Python 3.12

By Andrew Fairless on January 25, 2024November 20, 2023

https://labs.quansight.org/blog/building-scipy-with-flang The ‘eu’ in eucatastrophe – Why SciPy builds for Python 3.12 on Windows are a minor miracleAxel ObermeierPublished November 8, 2023 “…behind the ordinary-seeming “SciPy released builds compatible withContinue readingWhat I Read: SciPy builds for Python 3.12

What I Read: vectorize wide PyTorch expressions

By Andrew Fairless on January 16, 2024November 7, 2023

https://probablymarcus.com/blocks/2023/10/19/vectorizing-wide-pytorch-expressions.html What happens when you vectorize wide PyTorch expressions?Marcus Lewis19 October 2023 “So we see that vectorization has three effects:It lets us keep the GPU busy even when inputs areContinue readingWhat I Read: vectorize wide PyTorch expressions

What I Read: Engineering Trade-Offs in Automatic Differentiation

By Andrew Fairless on March 8, 2022January 20, 2022

https://www.stochasticlifestyle.com/engineering-trade-offs-in-automatic-differentiation-from-tensorflow-and-pytorch-to-jax-and-julia/ Engineering Trade-Offs in Automatic Differentiation: from TensorFlow and PyTorch to Jax and JuliaDecember 25 2021Author: Christopher Rackauckas “To understand the differences between automatic differentiation libraries, let’s talk about theContinue readingWhat I Read: Engineering Trade-Offs in Automatic Differentiation

What I Read: introduction to machine learning compilers and optimizers

By Andrew Fairless on September 30, 2021September 21, 2021

https://huyenchip.com//2021/09/07/a-friendly-introduction-to-machine-learning-compilers-and-optimizers.html A friendly introduction to machine learning compilers and optimizersChip HuyenSep 7, 2021 “…especially when running an ML model on the edge, the model’s success still depends on the hardwareContinue readingWhat I Read: introduction to machine learning compilers and optimizers

Tag: compiler