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Sliding and Patch operators #98

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mrava87 opened this issue May 22, 2024 · 0 comments
Open

Sliding and Patch operators #98

mrava87 opened this issue May 22, 2024 · 0 comments

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@mrava87
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mrava87 commented May 22, 2024

PyLops provides users with a suite of Sliding and Patch operators that divide a 1D, 2D or 3D into windows or patches and applies the same operator to all of them.

An extension of these operators to pylops-mpi would enable parallelism across the windows or patches. This is embarassingly parallel for the adjoint whilst requires writing a common output array for the forward.

These operators could be implemented following a similar procedure to the one developed for the derivatives operator, as some ghosts (aka overlap) between workers is required for the patches to be recombined in the forward pass.

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