BSD Ports

misc/mmdnn 0.3.1_2 DragonFly

Tools to inter-operate among different deep learning frameworks

System
DragonFly
Repository
DPorts
Maintainer
[email protected] (as in FreeBSD)
License
MIT
Categories
misc, python
Package size
564.2 KiB, 4843.2 KiB installed

Description

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

A comprehensive, cross-framework solution to convert, visualize and diagnose deep neural network models. The "MM" in MMdnn stands for model management and "dnn" is an acronym for the deep neural network.

Major features: * Find model

  • We provide a model collection to help you find some popular models
  • We provide a model visualizer to display the network architecture more intuitively * Conversion
  • We implement a universal converter to convert DNN models between frameworks, which means you can train on one framework and deploy on another * Retrain
  • In the converter, we can generate some training/inference code snippet to simplify the retrain/evaluate work * Deployment

In the other systems

SystemPortVersion
DragonFlymisc/mmdnn0.3.1_2
FreeBSDmisc/mmdnn0.3.1_5
HardenedBSDmisc/mmdnn0.3.1_5
GhostBSDmisc/mmdnn0.3.1_5

Install

Binary package:

pkg install mmdnn

From DPorts:

cd /usr/dports/misc/mmdnn && make install clean

Dependencies

Run dependencies 5

No port depends on this one.