Cornell Zhang Research Group

heterocl

HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing

bnn-fpga

Binarized Convolutional Neural Networks on Software-Programmable FPGAs

rosetta

Rosetta: A Realistic High-level Synthesis Benchmark Suite for Software Programmable FPGAs

allo

Allo: A Programming Model for Composable Accelerator Design

GraphZoom

GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding

dnn-quant-ocs

DNN quantization with outlier channel splitting

FracBNN

FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations

HiSparse

High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS

dnn-gating

Conditional channel- and precision-pruning on neural networks

GraphLily

A graph linear algebra overlay

facedetect-fpga

hcl-dialect

HeteroCL-MLIR dialect for accelerator design

GARNET

GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks

quickest

QuickEst repository: Quick Estimation of Quality of Results

UniSparse

Polynormer

Polynormer: Polynomial-Expressive Graph Transformer in Linear Time

HOGA

Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits

uptune

A Generic Distributed Auto-Tuning Infrastructure

datuner

DATuner Repository

llm-datatypes

Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs

GLAIVE

Graph-learning assisted instruction vulnerability estimation published in DATE 2020

allo-pldi24-artifact

Artifact evaluation of PLDI'24 paper "Allo: A Programming Model for Composable Accelerator Design"

SPADE

bsg_bladerunner

Meta-Repository for Bespoke Silicon Group's Manycore Architecture (A.K.A HammerBlade)

Dagger

HW/SW co-designed end-host RPC stack

FeatGraph

pokebnn

JAX quantization library used for PokeBNN project

tutorial-fccm21

RapidStream

[FPGA 2022, Best Paper Award] Parallel placement and routing of Vivado HLS dataflow designs.

svpp

Mixing HLS and Backend Versions in Vitis