XLA - Compiler

XLA is a compiler created in 2017.

#704on PLDB

9Years Old

Download source code:

git clone https://github.com/openxla/xla

XLA (Accelerated Linear Algebra) is an open source compiler for machine learning. The XLA compiler takes models from popular frameworks such as PyTorch, TensorFlow, and JAX, and optimizes the models for high-performance execution across different hardware platforms including GPUs, CPUs, and ML accelerators.

Tags: compiler
XLA is developed on GitHub and has 2,877 stars
Early development of XLA happened in Google
XLA is written in C++, Bazel, starlark, Python, Protocol Buffers, Markdown, Diff, CMake, Bourne shell, YAML, SVG, Pascal, Jupyter Notebook, JSON, C, LLVM IR
1 PLDB concepts link to XLA: MLIR