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Tiling Optimizations for Stencil Computations Using Rewrite Rules in Lift MARISA STOLTZFUS, The University of Edinburgh, United Kingdom BASTIAN SHAKEDOWN, University of Master, Germany MICHEL SEWER,

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How to fill out tiling optimizations for stencil

01

Identify the stencil code that you want to optimize for tiling.

02

Determine the size of the tiles you want to use for the optimizations.

03

Modify the stencil code to incorporate tiling by partitioning the computations into smaller tile-sized chunks.

04

Update the memory accesses in the code to ensure that data locality is maximized within each tile.

05

Implement any necessary synchronization or communication mechanisms to handle dependencies between tiles.

06

Test and benchmark the optimized stencil code to ensure that the tiling optimizations have improved performance.

Who needs tiling optimizations for stencil?

01

Researchers and developers working on numerical simulations, image processing, and other computational tasks that involve stencil computations can benefit from tiling optimizations for stencil.

02

Applications that are memory bandwidth bound or have high computational intensity can also benefit from tiling optimizations to improve cache efficiency and reduce memory access latency.

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What is tiling optimizations for stencil?

Tiling optimizations for stencil involve dividing a computation into smaller tiles to improve memory access patterns and cache utilization.

Who is required to file tiling optimizations for stencil?

Developers and programmers working on stencil computations are required to file tiling optimizations.

How to fill out tiling optimizations for stencil?

To fill out tiling optimizations for stencil, developers need to analyze their computation, identify opportunities for tiling, and implement the necessary changes.

What is the purpose of tiling optimizations for stencil?

The purpose of tiling optimizations for stencil is to improve performance by reducing memory access latency and minimizing data movement.

What information must be reported on tiling optimizations for stencil?

The information reported on tiling optimizations for stencil should include the size of the tiles, the loop structures, and any performance metrics before and after optimization.

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