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Table of Contents

latest

Get Started

Get Started

Build

Build from Source
Use Docker Image
Build from Script
CMake Build Option Spec

Run & Test

How to convert model
How to write config
How to evaluate model
Quantize model
Useful Tools

SDK Usage

SDK Documentation

Benchmark

Supported models
Benchmark
Test on embedded device
Test on TVM
Quantization test result

OpenMMLab Codebase Support

MMPretrain Deployment
MMDetection Deployment
MMSegmentation Deployment
MMagic Deployment
MMOCR Deployment
MMPose Deployment
MMDetection3d Deployment
MMRotate Deployment
MMAction2 Deployment

Backend Support

Supported ncnn feature
onnxruntime Support
OpenVINO Support
PPLNN Support
SNPE feature support
TensorRT Support
TorchScript support
Supported RKNN feature
TVM feature support
Core ML feature support

Custom Ops

ONNX Runtime Ops
TensorRT Ops
ncnn Ops

Developer Guide

mmdeploy Architecture
How to support new models
How to support new backends
How to add test units for backend ops
How to test rewritten models
How to get partitioned ONNX models
How to do regression test

Experimental feature

ONNX export Optimizer

Appendix

Cross compile snpe inference server on Ubuntu 18

FAQ

Frequently Asked Questions

Switch Language

English
简体中文

API Reference

apis
apis/tensorrt
apis/onnxruntime
apis/ncnn
apis/pplnn

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