sheng-qin

CUDA-Programming-Guide-in-Chinese

This is a Chinese translation of the CUDA programming guide

tvm_mlir_learn

compiler learning resources collect.

CPlusPlusThings

C++那些事

Paddle-Lite

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）

MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

tvm-cn

TVM Documentation in Chinese Simplified / TVM 中文文档

TNN

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

openvino

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

onnxruntime

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

onnx

Open standard for machine learning interoperability

onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX

dlsys_hw1

ColossalAI

Making large AI models cheaper, faster and more accessible

ppl.nn

A primitive library for neural network

CS149-parallel-computing

Learning materials for Stanford CS149 : Parallel Computing

deepx_core

deepx_core是一个专注于张量计算/深度学习的基础库

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rocBLAS

Next generation BLAS implementation for ROCm platform

user.js

user.js 浏览器脚本

CollapseNav.Net.Tool-Doc

Doc of CollapseNav.Net.Tool

mindspore

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

erkaman.github.io

The source code of my website.

FBGEMM

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

Benchmark_SpGEMM_using_CSR

CSR-based SpGEMM on nVidia and AMD GPUs

how-to-optimize-gemm

C-Plus-Plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.