compilers

TVM

2022 Machine Learning Compilation Course Video Lectures

Triton

• Triton With PyTorch

MLIR

• torch-mlir

XLA

AITemplate

https://locust.io/

Other

• GitHub - mirage-project/mirage: A multi-level tensor algebra superoptimizer
  • Generating Fast GPU Kernels without Programming in CUDA/Triton | by Zhihao Jia | Sep, 2024 | Medium

Further Reading

• Why are ML Compilers so Hard?
• A friendly introduction to machine learning compilers and optimizers
• DL Compiler Mini-Summit at PyTorch Conference 2024 - YouTube