[GSoC 2026] [MLIR] Interest in MLIR Sparsifier for GSoC

[GSoC 2026] [MLIR] Interest in MLIR Sparsifier for GSoC

• [GSoC 2026] [MLIR] Interest in MLIR Sparsifier for GSoC Hello@aartbik, I have been studying your paper ‘Compiler Support for Sparse Tensor Computations in MLIR’ and the current d

Language Internals · February 25, 2026 (updated February 25, 2026) · 2 min · 227 words
MLIR ExecutionContext vs custom action handler infrastructure

MLIR ExecutionContext vs custom action handler infrastructure

• MLIR ExecutionContext vs custom action handler infrastructure Hi, I have recently rediscoveredAction: Tracing and Debugging MLIR-based Compilers - MLIRand wanted to use it within

Language Internals · February 24, 2026 (updated February 25, 2026) · 2 min · 392 words
MLIR support for Neuromorphic workflows

MLIR support for Neuromorphic workflows

• MLIR support for Neuromorphic workflows Hi all, I´m an electronics engineer working on SNNs (Spiking Neural Networks) on the edge for the last years. • Seems that right now the N

Language Internals · February 24, 2026 (updated February 25, 2026) · 2 min · 314 words
MLIR Sparsifier GSOC Project

MLIR Sparsifier GSOC Project

• MLIR Sparsifier GSOC Project Good day! • I was browsing MLIR’s docs and noticed that there aresome open projectssuitable for GSOC. • I am particularly interested in the MLIR spar

Language Internals · February 20, 2026 (updated February 24, 2026) · 1 min · 198 words
Canonicalization in MLIR

Canonicalization in MLIR

• Canonicalization in MLIR There have been enough RFCs, presentations and discussions about what does it mean, in MLIR, to have a canonical form and how to converge to such forms.

Language Internals · February 16, 2026 (updated February 24, 2026) · 2 min · 265 words
[MLIR][Concept] 'Inherent Attribute' vs 'Discardable Attribute' and 'Property'

[MLIR][Concept] 'Inherent Attribute' vs 'Discardable Attribute' and 'Property'

• [MLIR][Concept] ‘Inherent Attribute’ vs ‘Discardable Attribute’ and ‘Property’ Hello I was reading the documentation and became confused of the difference between inherent attrib

Language Internals · February 15, 2026 (updated February 24, 2026) · 1 min · 206 words
Establishing a Scalable Sparse Ecosystem with the Universal Sparse Tensor

Establishing a Scalable Sparse Ecosystem with the Universal Sparse Tensor

• UST decouples tensor sparsity from memory representation, enabling flexible storage formats. • Developers describe storage via a DSL, focusing solely on sparsity patterns. • Comp