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ai-rank

面向产业应用的AI开源评测基准

artical

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

blank

boost

Super-project for modularized Boost

byteps

A high performance and generic framework for distributed DNN training

cmake-examples

Useful CMake Examples

community

PaddlePaddle Developer Community

cpd-video

Learning Spatiotemporal Features via Video and Text Pair Discrimination

decord

An efficient video loader for deep learning with smart shuffling that's super easy to digest

deep-gradient-compression

[ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

deeplearningexamples

Deep Learning Examples

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepspeed

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

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

diopi

docs

Documentations for PaddlePaddle

fairscale

PyTorch extensions for high performance and large scale training.

fastmoe

A fast MoE impl for PyTorch

flow

Flow is a fast, secure, and developer-friendly blockchain built to support the next generation of games, apps, and the digital assets that power them 🌊

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

grpc

The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)

horovod

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

imagenet

This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)

learn_git

megatron-deepspeed

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

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

nccl-tests

NCCL Tests

oneflow

OneFlow is a performance-centered and open-source deep learning framework.

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator