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.
Redundancy-free high-performance dynamic GNN training with hier- archical pipeline parallelism,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.DC 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.