GuanhuaWang

sensAI

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

SystemPaper

This is a paper review repo. of top-tier Computer System Conferences

codeGen

a simple c/cuda code generator

NVLink-benchmark

NVLink microbenchmark with IBM Power8 and NVIDIA P100 GPU - Master Thesis

airflow

a simple practice of using airflow for ML workflow

Benefault

A way for task preemption in Big data analytics platform

apex-install

bargraph

Clustered/Stacked Filled Bar Graph Generator

benchmarkML

Just to run some benchmark test over existing popular deep learning platforms.

codetest

Distributed-TensorFlow-Guide

Distributed TensorFlow basics and examples of training algorithms

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

guanhuawang.github.io

latex-sigcomm18

MachineLearning

Some simple machine learning functions are implemented

Megatron-LM-E1

megatron-log

nvidia-driver-rpm

OpenMP_MPI

parity

Fast, light, robust Ethereum implementation.

PipelineShuffle

This is a PipelineShuffle project designed for Apache Spark

primitives

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-classification

Classification with PyTorch.

pytorch-ubench

some e2e test over pytorch

RDMA

Try disaggregate memory allocation for HDFS write

RDMA-Tutorial

A tutorial on RDMA based programming using code examples

tensorflow

Computation using data flow graphs for scalable machine learning

Tensorflow-Reduce

Just try distributed Tensor Flow

tp-graph