Luo-Liang

OSDP-public

Composable + Tunable = Optimal

dpdk-caching-client

torchrec

Pytorch domain library for recommendation systems

academic

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

alpa

Auto parallelization for large-scale neural networks

ATP

Active Topology Probing

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

cppzmq

Header-only C++ binding for libzmq

dlrm

An implementation of a deep learning recommendation model (DLRM)

dpdk-echo

C++ rewrite dpdk-echo

examples

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

f-stack

F-Stack is an user space network development kit with high performance based on DPDK, FreeBSD TCP/IP stack and coroutine API.

F-stack-bw2

F-stack bandwidth measurement tool

gloo

Collective communications library with various primitives for multi-machine training.

hiredis

Minimalistic C client for Redis >= 1.2

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

nccl-tests

NCCL Tests

ntttcp-for-linux

A Linux network throughput multiple-thread benchmark tool.

paleo

An analytical performance modeling tool for deep neural networks.

param

PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for evaluation of training and inference platforms.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

randomstuff

redis-benchmark-slim

Slim multi client redis latency test

ResNet-18-Caffemodel-on-ImageNet

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

scholarly

Retrieve author and publication information from Google Scholar in a friendly, Pythonic way

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

UWThesis

Class file for University of Washington thesis formatting