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amgcl

C++ library for solving large sparse linear systems with algebraic multigrid method

cloverleaf_opencl

comd

Classical molecular dynamics proxy application.

computeapps

Compute applications.

cuda-flux

CUDA Flux is a profiler for GPU applications which reports the basic block executions frequencies of compute kernels

deep-batch-scheduler

repo for the deep batch scheduler research

deepbench

Benchmarking Deep Learning operations on different hardware

dwarfcode

gpu-powermoedl

machine learning model for execution time and power prediction of CUDA kernels

image_class

基于keras集成多种图像分类模型： VGG16、VGG19、InceptionV3、Xception、MobileNet、AlexNet、LeNet、ZF_Net、ResNet18、ResNet34、ResNet50、ResNet_101、ResNet_152、DenseNet

information-retrieval

信息检索作业

libmsr

Wrapper library for model-specific registers. APIs cover RAPL, performance counters, clocks and turbo.

light_mappo

Lightweight version of MAPPO to help you quickly migrate to your local environment.

llvm

llvm program slice

llvmslicing

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

marl-code-pytorch

Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.

marlpower

opendwarfs

The OpenDwarfs project provides a benchmark suite consisting of different computation/communication idioms, i.e., dwarfs, for state-of-art multicore and GPU systems. The first instantiation of the OpenDwarfs has been realized in OpenCL.

openmp

openmp运行时库

pynvml

Provide Python access to the NVML library for GPU diagnostics

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

rl-dvfs

Reinforcement Learning DVFS for XU3/XU4/MC1

rlfreq

Online Power Management for Multi-Cores: A Reinforcement Learning Based Approach

tealeaf_opencl

Version of TeaLeaf using OpenCL

th_sweep3d

training

Reference implementations of MLPerf™ training benchmarks

variorum

Tool for hardware-level feature control

vgg16-pytorch

VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset