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System for AI Education Resource.
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.
Awesome resources for GPUs
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052
Pluggable in-process caching engine to build and scale high performance services
Useful CMake Examples
C++11/14/17/20 multithreading, involving operating system principles and concurrent programming technology.
An unofficial cuda assembler, for all generations of SASS, hopefully ：）
Samples for CUDA Developers which demonstrates features in CUDA Toolkit
Training materials associated with NVIDIA's CUDA Training Series (www.olcf.ornl.gov/cuda-training-series/)
CUDA Library Samples
CUDA Templates for Linear Algebra Subroutines
CV-CUDA™ is an open-source, graphics processing unit (GPU)-accelerated library for cloud-scale image processing and computer vision.
A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.
DeepRec is a recommendation engine based on TensorFlow.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
C++11全套设计模式-23种指针的用法(a full DesignPattern implement with c++11)
OpenDILab Decision AI Engine
Documentations for PaddlePaddle
Reverse engineered API of Microsoft's Bing Chat AI
Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large scales
Transformer related optimization, including BERT, GPT
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.