Spatten Efficient Sparse Attention Architecture

May 25, 2026
Media Summary: To solve this, the authors introduce RTPurbo, a highly Presentation at HPCA 2020 on paper "SpArch: How do we scale LLMs beyond current limits? This lecture explores the transition from quadratic

Spatten Efficient Sparse Attention Architecture - Detailed Analysis & Overview

To solve this, the authors introduce RTPurbo, a highly Presentation at HPCA 2020 on paper "SpArch: How do we scale LLMs beyond current limits? This lecture explores the transition from quadratic Project & Seminar, ETH Zürich, Spring 2022 Hands-on Acceleration on Heterogeneous Computing Systems ... It is the first model built on a fully sub-quadratic UPDATE: This series was a build-up to a more polished tutorial on BigBird, and it's available now! Check out our complete guide ...

ISCA'23: The 50th International Symposium on Computer

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Short Intro for HPCA'21 SpAtten: Efficient Sparse Attention Architecture by Hanrui Wang
HPCA' SpAtten: Efficient Sparse Attention Architecture w/ Cascade Token/Head Pruning by Hanrui Wang
Chip Demo for "SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning"
How Attention Got So Efficient [GQA/MLA/DSA]
The End of Standard Attention? | DeepSeek-V4 Explained
RTPurbo: 100-Step Sparse Attention for LLMs
DeepSeek Sparse Attention Explained: 80% Cheaper Long-Context AI
Is Sparse Attention more Interpretable?
Arxiv 2021: Sparse attention Planning
Hanrui Wang's Talk at HPCA'20 on "SpArch: Efficient Architecture for Sparse Matrix Multiplication"
Stanford CS336 2026 L4: Linear Time Attention and Sparse Architectural Alternatives
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