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Compiler-Only Code Generation for Performant and Modular Matrix-Multiplication Micro Kernels Using Matrix Engines
DownloadFall 2021
General Matrix-Matrix Multiplication (GEMM) is used widely in many high-performance application domains. In many cases, these applications repeatedly execute their matrix-multiplication subroutine, as is the case in the implementation of a particle-physics simulator or the repeated convolutions...
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On Policy Decisions of Polymorphic Inline Caches in Dynamically-Typed Language Implementations
DownloadFall 2023
Dynamically-typed languages running on Virtual Machines (VMs) are commonly used, but the lack of explicit type information poses a challenge to producing efficient code. In general, without type annotations, it is impossible to statically infer an object's type to determine which methods to...