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Enable dpnp parfor reduction #999
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mingjie-intel
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Apr 12, 2023
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edited by diptorupd
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- Have you provided a meaningful PR description?
- New config to run the ConstantSizeStaticLocalMemoryPass optionally.
- Adds support for prange reduction loops to numba-dpex.
- Adds a template to generate a tree-reduction kernel for reduction loops that use the "+" or "*" operators.
- Adds code generation for nd-range kernels in the parfor lowerer.
- Refactoring of the parfor lowerer and kernel builder modules.
- New unit test cases.
- Have you added a test, reproducer or referred to an issue with a reproducer?
- Have you tested your changes locally for CPU and GPU devices?
- Have you made sure that new changes do not introduce compiler warnings?
- If this PR is a work in progress, are you filing the PR as a draft?
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- The ConstantSizeStaticLocalMemoryPass pass has limitations that lead to it flagging valid allocations of SLM as unsupported. The config option turns the pass off by default till the issues with the pass are fixed.
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Thank you very much for the feature. I was a long awaited and much needed one.
- Adds a template to generate a tree-reduction kernel for reduction loops that use the "+" or "*" operators. - Adds code generation for nd-range kernels in the parfor lowerer. - Refactoring of the parfor lowerer and kernel builder modules. - New unit test cases.
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…n_final Enable dpnp parfor reduction ee08e9b
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