fankaibit2011

x-deeplearning

An industrial deep learning framework for high-dimension sparse data

EasyRec

A framework for large scale recommendation algorithms.

RecommenderSystem

protostuff

Java serialization library, proto compiler, code generator

server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

kubeflow

Machine Learning Toolkit for Kubernetes

serving

A flexible, high-performance serving system for machine learning models

AISystem

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

Are-u-ok

pcm

Intel® Performance Counter Monitor (Intel® PCM)

Megatron-LM

Ongoing research training transformer models at scale

veGiantModel

ps-lite

A lightweight parameter server interface

HugeCTR

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

MS-AMP

Microsoft Automatic Mixed Precision Library

nccl

Optimized primitives for collective multi-GPU communication

Ad-papers

Papers on Computational Advertising

dien

byteps

A high performance and generic framework for distributed DNN training

ps-lite

A lightweight parameter server interface

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

custom-op

Guide for building custom op for TensorFlow

arxiv-helper

基于arxiv的论文检索和阅读工具

io

Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO

pmdk

Persistent Memory Development Kit