Swift for TensorFlow Models
This repository contains TensorFlow models written in Swift.
Use the tensorflow-xx branch that corresponds to the release you are using from Swift for TensorFlow releases. For example, for the 0.6 release, use the tensorflow-0.6 branch.
Actual development occurs on the master branch.
As new packages are released, master is pushed to stable.
For general information about Swift for TensorFlow development, please visit
tensorflow/swift.
Development
Use Swift Package Manager to develop Swift for TensorFlow models.
Build
swift build
Test
swift test
Experimental CMake Support
There is experimental support for building with CMake. This is required to build the models on Windows, and can also be used to cross-compile the models and the demo programs.
NOTE: tests are currently not supported with the CMake based build.
It is highly recommended that you use CMake 3.16 or newer to ensure that -B and parallel builds function properly in the example commands below.
macOS:
cmake \
-B /BinaryCache/tensorflow-swift-models \
-D CMAKE_BUILD_TYPE=Release \
-D CMAKE_Swift_COMPILER=$(TOOLCHAINS=tensorflow xcrun -f swiftc) \
-G Ninja \
-S /SourceCache/tensorflow-swift-models
Linux:
cmake \
-B /BinaryCache/tensorflow-swift-models \
-D CMAKE_BUILD_TYPE=Release \
-D CMAKE_Swift_COMPILER=$(which swiftc) \
-G Ninja \
-S /SourceCache/tensorflow-swift-models
Windows:
set SDKROOT=C:/Library/Developer/Platforms/Windows.platform/Developer/SDKs/Windows.sdk
"%ProgramFiles%\CMake\bin\cmake.exe" ^
-B C:/BinaryCache/tensorflow-swift-models ^
-D BUILD_SHARED_LIBS=YES ^
-D CMAKE_BUILD_TYPE=Release ^
-D CMAKE_Swift_COMPILER=C:/Library/Developer/Toolchains/unknown-Asserts-development.xctoolchain/usr/bin/swiftc.exe ^
-D CMAKE_Swift_FLAGS="-sdk %SDKROOT% -I %SDKROOT%/usr/lib/swift -L %SDKROOT%/usr/lib/swift/windows" ^
-G Ninja ^
-S C:/SourceCache/tensorflow-swift-models
Bugs
Please report model-related bugs and feature requests using GitHub issues in
this repository.
Community
Discussion about Swift for TensorFlow happens on the
swift@tensorflow.org
mailing list.
Contributing
We welcome contributions: please read the Contributor Guide
to get started. It's always a good idea to discuss your plans on the mailing
list before making any major submissions.
Code of Conduct
In the interest of fostering an open and welcoming environment, we as
contributors and maintainers pledge to making participation in our project and
our community a harassment-free experience for everyone, regardless of age, body
size, disability, ethnicity, gender identity and expression, level of
experience, education, socio-economic status, nationality, personal appearance,
race, religion, or sexual identity and orientation.
The Swift for TensorFlow community is guided by our Code of
Conduct, which we encourage everybody to read before
participating.