gongweibao

Paddle

PArallel Distributed Deep LEarning

benchmark

book

brpc

Most common RPC framework used throughout Baidu, with 600,000+ instances and 500+ kinds of services, called "baidu-rpc" inside Baidu.

cloud

PaddleCloud web site and utilities

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cuda-api-wrappers

Thin C++-flavored wrappers for the CUDA Runtime API

deeplearning

The Gritty Details of Deep Learning

DeepLearningExamples

Deep Learning Examples

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

edl

Elastic Deep Learning using PaddlePaddle and Kubernetes

ERNIE

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

FasterTransformer

Transformer related optimization, including BERT, GPT

FleetX

Paddle Distributed Training Examples. 飞桨分布式训练示例 Resnet Bert GPT MOE DataParallel ModelParallel PipelineParallel HybridParallel AutoParallel Zero Sharding Recompute GradientMerge Offload AMP DGC LocalSGD Wide&Deep

FluidDoc

horovod

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

Megatron-LM

Ongoing research training transformer language models at scale, including: BERT & GPT-2

models

Model configurations

paddle-ce-latest-kpis

Paddle Continuous Evaluation, keep updating.

PaddleCustomDevice

PaddlePaddle custom device implementaion. (『飞桨』自定义硬件接入实现)

PaddlePaddle.org

PaddlePaddle.org is the repository for the website of the PaddlePaddle open source project.

Perf

SOTA benchmark

python-etcd3

Python client for the etcd API v3

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

recordio

An implementation of the RecordIO file format.

Serving

A flexible, high-performance carrier for machine learning models（『飞桨』服务器端部署库）

TASO

The Tensor Algebra SuperOptimizer for Deep Learning

testcapi

tutorials

volcano

A Kubernetes Native Batch System