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[torch-mlir] add MPACT as an example torch-mlir based compiler #3928

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merged 1 commit into from
Dec 19, 2024

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aartbik
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@aartbik aartbik commented Dec 19, 2024

Rationale:
In addition to IREE and Blade, MPACT provides an MLIR-based example of a PyTorch compiler that uses TORCH-MLIR. It also illustrates propagating sparsity from sparse PyTorch into MLIR, a feature that is not widespread in DL compilers yet.

Rationale:
In addition to IREE and Blade, MPACT provides an MLIR-based example
of a PyTorch compiler that uses TORCH-MLIR. It also illustrates
propagating sparsity from sparse PyTorch into MLIR, a feature that
is not widespread in DL compilers yet.
@aartbik aartbik merged commit 2f8dbca into llvm:main Dec 19, 2024
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@aartbik aartbik deleted the bik branch December 19, 2024 22:35
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Is this project still active? The last substantive commit I see is from seven months ago. It is of a substantially different level of maturity and investment than the other two and I'd prefer that we only list projects that are active.

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aartbik commented Dec 19, 2024

Is this project still active? The last substantive commit I see is from seven months ago. It is of a substantially different level of maturity and investment than the other two and I'd prefer that we only list projects that are active.

I plan to actively work on this again. But regardless, I thought it would be nice illustration of a (perhaps still academic) way to propagate sparsity into an MLIR pipeline.

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There isn't much there. Can we only use this page for advertising projects that are active and somewhat mature.

In the new year, we can refactor the docs to have sections for things that are more niche or up and coming.

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aartbik commented Dec 20, 2024

There isn't much there. Can we only use this page for advertising projects that are active and somewhat mature.

In the new year, we can refactor the docs to have sections for things that are more niche or up and coming.

Noted. I will remove.

rahuls-cerebras added a commit that referenced this pull request Jan 3, 2025
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3 participants