Feb 22, 2023 · We propose the first domain-specific code generator for iterative in-place stencils. Starting from a generic tensor compiler implemented in the MLIR framework.
Apr 26, 2024 · We propose a domain-specific code generator for in-place stencils, implementing state-of- the-art parallelization, vectorization and ...
Building on recent advances in tensor compiler construction, we propose the first domain-specific code generator for iterative in-place stencils. Starting from ...
Building on recent advances in tensor compiler construction, we propose the first domain-specific code generator for iterative in-place stencils. Starting ...
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Stencil methods for solving PDEs are however readily implemented as semi-automatically generated skeletal frameworks. We have implemented semi-automated stencil ...
Aug 9, 2024 · StencilPy, a portable, high-performance optimized code generator for stencil computations on current CPU, GPU, and wafer-scale solutions.
The ExaStencils code generation framework consists of a source-to-source compiler written in Scala and a multi-layered external DSL called ExaSlang (short ...
In this thesis, I investigate two different optimizations – tiling and partitioning – for stencil computations on parallel architectures through prototyping in ...
YASK—Yet Another Stencil Kernel: A Framework for HPC ... - IEEE Xplore
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This paper describes the YASK (Yet Another Stencil Kernel) framework that simplifies the tasks of defining stencil functions, generating high-performance code.
We propose MSC, a new stencil DSL that 1) decouples the stencil expression, computation optimization and code gener- ation through layered design, 2) addresses ...
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