Comco: A MLIR-Based Intermediate Representation for CUDA Kernel Fusion

Comco is an MLIR dialect providing higher level machine learning primitives and a set of incremental lowerings to MLIR's gpu/nvgpu dialects. Comco also performs basic kernel fusion on tensor and broadcasting operations (i.e. GEMM + AllReduce).