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Tech riderRev. 2 Oct 2026

MegEngine

Ch 067.3of 36 Deep Learning Software
  1. 1Runs onAndroid, iOS, Linux, Mac, self-hosted, Windows
  2. 2CostsFree plan
  3. 3Training modelocal
  4. 4Deployment targetsmultiple
  5. 5GPU accelerationYes
  6. 6Distributed trainingYes
  7. 7Supported languagesPython, C++
  8. 8Model formatsMegEngine .mge/traced module, Caffe, ONNX, TFLite
8 lines stated Written from the maker's own pages: megengine.org.cn, github.com
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Overview

MegEngine is ranked #6 of 36 in deep learning software on Specifiction. It runs on Android, iOS, Linux, macOS, Self-hosted, Windows. There is a free plan.

MegEngine plans and pricing

All plans
MegEngine Free Open source framework; Python packages for Linux 64-bit, Windows 64-bit, macOS 10.14+ and Android 7+ (Python 3.6–3.9); other platforms supported for inference github.com · 2 Oct 2026

Compared on deep learning software

Free plan
Yesmegengine.org.cn
Training mode
localmegengine.org.cn
Deployment targets
multiplemegengine.org.cn
GPU acceleration
Yesmegengine.org.cn
Distributed training
Yesmegengine.org.cn
Supported languages
Python, C++megengine.org.cn
Model formats
MegEngine .mge/traced module, Caffe, ONNX, TFLitemegengine.org.cn

Facts

Purpose
MegEngine is a fast, scalable deep learning framework with automatic differentiation.github.com · 2 Oct 2026
Training and inference
The framework uses one model for both training and inference, including quantization and dynamic shapes.github.com · 2 Oct 2026
GPU memory
The project says enabling DTR can reduce GPU memory use to one-third of the original.github.com · 2 Oct 2026
Inference hardware
The project describes inference support across x86, Arm, CUDA and ROCm.github.com · 2 Oct 2026
Install platforms
Python packages are listed for 64-bit Linux and Windows, macOS 10.14+ and Android 7+, with macOS and Android limited to CPU-only installation.megengine.org.cn · 2 Oct 2026
Install requirements
The installation guide lists Python 3.6–3.9 and says GPU use requires compatible device drivers.megengine.org.cn · 2 Oct 2026
Deployment runtimes
MegEngine Lite offers C/C++, Rust and Python runtimes for model deployment.megengine.org.cn · 2 Oct 2026
Integrations
MegFile provides Python file interfaces for S3, HTTP and local files.megengine.org.cn · 2 Oct 2026
Model conversion
MgeConvert converts between MegEngine and third-party model formats.megengine.org.cn · 2 Oct 2026
Video processing
MegFlow is a streaming computation framework for AI applications.megengine.org.cn · 2 Oct 2026
Security guidance
MegEngine advises users to check environment, model, data and privacy risks and recommends sandboxing models from other sources.megengine.org.cn · 2 Oct 2026
Vulnerability reporting
The security page directs vulnerability reports to [email protected] and says the team replies within 24 hours of receiving a report.megengine.org.cn · 2 Oct 2026
Support
The project lists GitHub issues, a forum, QQ group and [email protected] for contact.github.com · 2 Oct 2026
Intended users
The official site presents tutorials for beginners and advanced developers and describes the framework as supporting model development through deployment.megengine.org.cn · 2 Oct 2026

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Where it ranks on Specifiction

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Sources