Musing from C4ML 2023

A deep dive on TorchInductor

IREE: MLIR-based compilation for Tensor-based programs

Open Source Adoption Lessons and Improvements for a Production ML Compiler

Software Components and Methodology for Designing and Optimizing RISC-V ML Compilers

Decomposable operators in IREE: Winograd Convolutions and Flash Attention

VOSA - A high level IR to enable compilation of imaging and computer vision workloads

MLIR targeting Mobileye’s EyeQ Heterogeneous Platform

Developing and Generating Optimal CUDA Kernels on NVIDIA Tensor Cores

Dataflow reactive ML programming