gju06051

compress

Optimized Go Compression Packages

um-apps

lz4

Extremely Fast Compression algorithm

hwacha-template

Template for projects using the Hwacha data-parallel accelerator

scaleModel

PPT-GPU

Performance Prediction Toolkit for GPUs

mafia

MAFIA: Multiple Application Framework for GPU architectures

nvtop

GPU & Accelerator process monitoring for AMD, Apple, Huawei, Intel, NVIDIA and Qualcomm

gpustat

📊 A simple command-line utility for querying and monitoring GPU status

HUVM

altis

A benchmarking suite for heterogeneous systems. The primary goal of this project is to improve and update aspects of existing benchmarking suites which are either insufficient or outdated.

cuda-training-series

Training materials associated with NVIDIA's CUDA Training Series (www.olcf.ornl.gov/cuda-training-series/)

UVM_benchmark

nvcomp

Repository for nvCOMP docs and examples. nvCOMP is a library for fast lossless compression/decompression on the GPU that can be downloaded from https://developer.nvidia.com/nvcomp.

gpgpu-sim_simulations

A repository that compliments gpgpu-sim, providing automated regression scripts, simulation launching utilities and the code + arguments for simulations that complete in a reasonable amount of time on GPGPU-Sim.

gpgpu-sim_simulations

A repository that compliments gpgpu-sim, providing automated regression scripts, simulation launching utilities and the code + arguments for simulations that complete in a reasonable amount of time on GPGPU-Sim.

BabelStream

STREAM, for lots of devices written in many programming models

nvidia-libraries-study

gem5-gpu

sieve

This repository contains the scripts used by Sieve

cactus

awesome-linux-configs

This repository provides awesome configurations for linux environment. (vim, bash, tmux, ctags)

stream-ebpc

Provides the hardware code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Lukas Cavigelli, Georg Rutishauser, Luca Benini.

ExtendedBitPlaneCompression

Provides the code for the paper "EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators" by Lukas Cavigelli, Georg Rutishauser, Luca Benini.

BDICompression

Source code for the Base-Delta-Immediate Compression Algorithm (described in the PACT 2012 paper by Pekhimenko et al. at http://users.ece.cmu.edu/~omutlu/pub/bdi-compression_pact12.pdf)

gpuFI-4

gpuFI-4 is a detailed microarchitecture-level fault injection framework to assess the cross-layer vulnerability of hardware structures and entire Nvidia GPU chips for single and multiple bit faults, built on top of the state-of-the-art simulator GPGPU-Sim 4.0.

CUDAMicroBench

gpu-rodinia

Rodinia benchmark

nccl

Optimized primitives for collective multi-GPU communication

AI-Profiler

This material contains content on how to profile and optimize simple Pytorch mnist code using NVIDIA Nsight Systems and Pytorch Profiler