zhuhanqing

Lightening-Transformer

[HPCA24] Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accelerator

Lightening-Transformer-AE

Artifact evaluation for HPCA'24 paper Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accelerator

AICircuit

The implementation of AICircuit: A Multi-Level Dataset and Benchmark for AI-Driven Analog Integrated Circuit Design

Butterfly_Acc

The codes and artifacts associated with our MICRO'22 paper titled: "Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design"

ELight

Implementation of efficient and aging-resilient photonic in-memory neurocomputing engine, ASP-DAC 2022

AnalogVNN

A fully modular framework for modeling and optimizing analog neural networks

DCNO-ICLR2024

This is the code for DCNO(Dilated convolution neural operator for multiscale partial differential equations)

deit

Official DeiT repository

DNN-Chip-Predictor

[ICASSP'20] DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architectures

DREAMPlace

Deep learning toolkit-enabled VLSI placement

git_test

lectures

Material for cuda-mode lectures

LeViT

LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference

llm-awq

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

LLM-for-Photonics

Leveraging LLMs to design and optimize nanophotonics

maestro

An analytical cost model evaluating DNN mappings (dataflows and tiling).

MCBench

MicroAdam

This repository contains code for the MicroAdam paper.

MNSIM_Python

MNSIM_Python_v1.0. The former circuits-level version link: https://github.com/Zhu-Zhenhua/MNSIM_V1.1

NeurOLight

A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022

pytorch-distributed

A quickstart and benchmark for pytorch distributed training.

pytorch-fgvc-dataset

PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017

pytorch-onn

A PyTorch Library for Photonic Integrated Circuit Simulation and Photonic AI Computing

Q-GaLore

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.

Q-ViT

The official implementation of the NeurIPS 2022 paper Q-ViT.

RobustQuantization

source code of the paper: Robust Quantization: One Model to Rule Them All

SpinQuant

Code repo for the paper "SpinQuant LLM quantization with learned rotations"

survey-DAC

ViTCoD

[HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design

zhuhanqing.github.io

My personal website