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meta-tensorflow

Overview

``` TensorFlow is an open source software library for high performance numerical computation primarily used in machine learning. Its flexible architecture allows easy deployment of computation across a variety of types of platforms (CPUs, GPUs, TPUs), and a range of systems from single desktops to clusters of servers to mobile and edge devices. (https://www.tensorflow.org/)

The build system of TensorFlow is Bazel (https://bazel.build/).

This layer integrates TensorFlow to OE/Yocto platform - Integrate Google's bazel to Yocto - Add Yocto toolchain for bazel to support cross compiling. - Replace python package system(pip/wheel) with Yocto package system(rpm/deb/ipk). ```

Prerequisite(s)

1. Based on Yocto

Yocto layer dependencies ``` URI: git://github.com/openembedded/openembedded-core.git branch: master revision: HEAD

URI: git://github.com/openembedded/bitbake.git branch: master revision: HEAD

URI: git://github.com/openembedded/meta-openembedded.git layers: meta-python, meta-oe branch: master revision: HEAD ```

2. Based on Wind River Linux

Wind River Linux (CI/CD branch)

Installation

Build and Run

Demo 1. Facial recognition

1.1 Based on Yocto

Face recognition on Yocto

1.2 Based on Wind River Linux

Face recognition on Wind River Linux

picture

Demo 2. Neural Machine Translation

Demo 3. Minigo: A minimalist Go engine modeled after AlphaGo Zero

Project License

``` Copyright (C) 2019 Wind River Systems, Inc.

All metadata is MIT licensed unless otherwise stated. Source code included in tree for individual recipes is under the LICENSE stated in each recipe (.bb file) unless otherwise stated. ```

Legal Notices

``` If product is based on Wind River Linux:

All product names, logos, and brands are property of their respective owners. All company, product and service names used in this software are for identification purposes only. Wind River are registered trademarks of Wind River Systems.

Disclaimer of Warranty / No Support: Wind River does not provide support and maintenance services for this software, under Wind River’s standard Software Support and Maintenance Agreement or otherwise. Unless required by applicable law, Wind River provides the software (and each contributor provides its contribution) on an “AS IS” BASIS, WITHOUT WARRANTIES OF ANY KIND, either express or implied, including, without limitation, any warranties of TITLE, NONINFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the software and assume ay risks associated with your exercise of permissions under the license. ```

Attribution

TensorFlow, the TensorFlow logo and any related marks are trademarks of Google Inc.