CCES Unicamp

KernelFaRer: Replacing Native-Code Idioms with High-Performance Library Calls

N-body simulations and trajectory analysis rely on the calculation of attributes that depend on KernelFaRer is a pattern-matching framework that extends LLVM’s PatternMatch to capture code idioms (e.g. GEMM and SY2K) and replace them with calls to high-performance implementations of such idioms. KernelFaRer can replace idioms with calls to CBLAS — a standard interface across popular linear algebra libraries (e.g. MKL, ESSL, OpenBLAS, and BLIS) —, Eigen via a custom runtime, and LLVM IR’s matrix-multiply intrinsics.

https://github.com/jaopaulolc/KernelFaRer

 

Related posts

Vitor Zucatti master thesis obtained an honorable mention from the ABECM

cces cces

CCES researcher elected for the board of the main computing association in the world

escience

Photoisomerization induced scission of rod-like micelles unravelled with multiscale modeling

escience