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cs.LG2023
ML-driven Hardware Cost Model for MLIR
Dibyendu Das, Sandya Mannarswamy
During early optimization passes, compilers must make predictions for machine-dependent characteristics such as execution unit utilization, number of register spills, latency, thro…
cs.LG2022★ 1 cited
Learning to Combine Instructions in LLVM Compiler
Sandya Mannarswamy, Dibyendu Das
Instruction combiner (IC) is a critical compiler optimization pass, which replaces a sequence of instructions with an equivalent and optimized instruction sequence at basic block l…