systolic-arrays topic

AutoSA: Polyhedral-Based Systolic Array Compiler

UCLA-VAST

A general framework for optimizing DNN dataflow on systolic array

horizon-research

Productive and portable performance programming across spatial architectures (FPGAs, etc.) and vector architectures (GPUs, etc.)

IntelLabs

Research and Materials on Hardware implementation of Transformer Model

aliemo

A systolic array simulator for multi-cycle MACs and varying-byte words, with the paper accepted to HPCA 2022.

diwu1990

This work implements a dynamic programming algorithm for performing local sequence alignment. Through parallelism, it can run 136X times faster than a software running the same algorithm.

jasonlin316

Systolic-array based Deep Learning Accelerator generator

maao666

AI acceleration using matrix multiplication with half the multiplications

trevorpogue

Systolic Three Matrix Multiplier for Graph Convolutional Networks using High Level Synthesis

ic-lab-duth

Tiny ASIC implementation for "The Era of 1-bit LLMs All Large Language Models are in 1.58 Bits" matrix multiplication unit

rejunity