MCFuser generates fused GPU kernels for memory-bound compute-intensive operator chains using tiling-expression search, DAG-based memory-access optimization, and an analytical performance model, beating Ansor by up to 5.9x.
Astitch: enabling a new multi- dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures,
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MCFuser: High-Performance and Rapid Fusion of Memory-Bound Compute-Intensive Operators
MCFuser generates fused GPU kernels for memory-bound compute-intensive operator chains using tiling-expression search, DAG-based memory-access optimization, and an analytical performance model, beating Ansor by up to 5.9x.