FreeBSD Ports

misc/mmdnn 0.3.1_5

Tools to inter-operate among different deep learning frameworks

Repository
FreeBSD ports
Maintainer
[email protected]
License
MIT
Categories
misc, python
Package size
596.7 KiB, 4591.6 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

Install

As a binary package — by origin, or by package name:

pkg install misc/mmdnn
pkg install mmdnn

From the ports tree:

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

To depend on this port in another port's Makefile:

RUN_DEPENDS=	mmdnn>0:misc/mmdnn

Packages

The version each package repository carries. “-” means the repository builds no package of it, “n/a” that there is no such repository.

Repositoryaarch64amd64armv6armv7i386
FreeBSD:14:latest0.3.1_50.3.1_5-0.3.1_20.3.1_5
FreeBSD:14:quarterly0.3.1_50.3.1_5n/a0.3.1_20.3.1_5
FreeBSD:15:latest0.3.1_50.3.1_5n/a0.3.1_20.3.1_2
FreeBSD:15:quarterly0.3.1_50.3.1_5n/an/an/a
FreeBSD:16:latest0.3.1_50.3.1_5n/an/an/a
FreeBSD:16:quarterlyn/an/an/an/an/a

Dependencies

As this port's Makefile names them.

Runtime 3

The full lists below include those, and their dependencies in turn.

All build dependencies 11
All run dependencies 64

No port depends on this one.

Configuration

No options to configure.

USES
python
Service scripts
none

Files

distinfo 1
FileSizeSHA256
microsoft-MMdnn-0.3.1_GH0.tar.gz2.264185e+065d5c8491b322d62ce12d7b352448ec29d6733cdc64e5b73f3fe23fa28a01e388

Commit history 0

No commits in the history this site was built from.