XiaotaoChen's repositories
model-quantization
Collections of model quantization algorithms
AI-System
Resources for AI System Education
ArmNeonOptimization
Arm neon optimization practice
ax-samples
Samples code for world class Artificial Intelligence SoCs for computer vision applications.
bolt
Bolt is a deep learning library with high performance and heterogeneous flexibility.
coding-interview
coding for interview
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
dmlc-core
A common bricks library for building scalable and portable distributed machine learning.
embedded-ai.bench
benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.
horovod
Distributed training framework for TensorFlow, Keras, and PyTorch.
InferLLM
a lightweight LLM model inference framework
mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
mshadow
Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning
nudtpaper
A LaTeX template for Master/PhD Thesis of NUDT
onnx-modifier
A tool to modify onnx models in a visualization fashion, based on Netron and flask.
opencv-mobile
The minimal opencv for Android, iOS, ARM Linux, Windows, Linux, MacOS, WebAssembly
Single-Path-One-Shot-NAS-MXNet
Single Path One-Shot NAS MXNet implementation with full training and searching pipeline. Support both Block and Channel Selection. Searched models better than the original paper are provided.
TNN
TNN：由腾讯优图实验室打造，移动端高性能、轻量级推理框架，同时拥有跨平台、高性能、模型压缩、代码裁剪等众多突出优势。TNN框架在原有Rapidnet、ncnn框架的基础上进一步加强了移动端设备的支持以及性能优化，同时也借鉴了业界主流开源框架高性能和良好拓展性的优点。目前TNN已经在手Q、微视、P图等应用中落地，欢迎大家参与协同共建，促进TNN推理框架进一步完善。