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aitemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

anakin

bladedisc

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

cinn

a Compiler Infrastructure for Neural Networks

cutlass

CUDA Templates for Linear Algebra Subroutines

deepdetect

Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

djl

An Engine-Agnostic Deep Learning Framework in Java

dlpack

common in-memory tensor structure

ernie

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

flatbuffers

FlatBuffers: Memory Efficient Serialization Library

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

flexgen

Running large language models like OPT-175B/GPT-3 on a single GPU. Focusing on high-throughput large-batch generation.

fluiddoc

Documentations for PaddlePaddle

halide

a language for fast, portable data-parallel computation

halideir

Symbolic Expression and Statement Module for new DSLs

horovod

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

isl

Integer Set Library (source repository: http://repo.or.cz/w/isl.git)

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.

megengine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

mpi4py

Python bindings for MPI

oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX

paddle

PArallel Distributed Deep LEarning （PaddlePaddle核心框架，高性能单机、分布式训练和跨平台部署）

paddle-infer-doc

paddle inference document

paddle-inference-demo

paddle-lite

Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎）

paddleapitest

paddlenlp

👑 Easy-to-use and powerful NLP library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.