Popular GitHub Repositories for Accelerator

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

Massively parallel rigidbody physics simulation on accelerator hardware.

A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes most common requirements and best practices.

:metal: TT-NN operator library, and TT-Metalium low level kernel programming model.

Contains examples for the Movidius Neural Compute Stick.

免费，可商用，Java AI 人工智能一站式解决方案，为工作减负，为产品研发加速。项目类别包括：Java版 Pytorch 训练引擎，AI SDK，web应用等在内，合计超过100个项目组成的项目集。| Artificial Intelligence Accelerator Kit. It provides: a project collection consisting of over 100 projects, including AI SDK, web applications, desktop applications, image generation,

Chat and Ask on your own data. Accelerator to quickly upload your own enterprise data and use OpenAI services to chat to that uploaded data and ask questions

This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.

Backend.AI is a streamlined, container-based computing cluster platform that hosts popular computing/ML frameworks and diverse programming languages, with pluggable heterogeneous accelerator support including CUDA GPU, ROCm GPU, TPU, IPU and other NPUs.

QKeras: a quantization deep learning library for Tensorflow Keras

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

Implementation of a Tensor Processing Unit for embedded systems and the IoT.

An open-source, high-performance inference accelerator engine supporting various large language models such as DEEPSEEK, GPT, GEMINI, and CLAUDE.

Vision AI Solution Accelerator

ML model optimization product to accelerate inference.

HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs

FPGA Accelerator for CNN using Vivado HLS

Algebraic enhancements for GEMM & AI accelerators

Research and Materials on Hardware implementation of Transformer Model

Free TPU for FPGA with compiler supporting Pytorch/Caffe/Darknet/NCNN. An AI processor for using Xilinx FPGA to solve image classification, detection, and segmentation problem.