isabella232 / swift-models

Models and examples built with Swift for TensorFlow

Swift for TensorFlow Models

This repository contains TensorFlow models written in Swift.

Active development occurs on the main branch.

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.

For general information about Swift for TensorFlow development, please visit tensorflow/swift.

Development

macOS and Linux

Use Swift Package Manager to develop Swift for TensorFlow models.

Build

swift build

Test

swift test

Windows

Build

swift build -Xswiftc -use-ld=lld -c release

Test

swift test -Xswiftc -use-ld=lld -c debug

Using CMake for Development

Use CMake to develop Swift for TensorFlow models.

Experimental CMake Support

There is experimental support for building with CMake. This can be used to cross-compile the models and the demo programs.

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. To install this version on Ubuntu, we recommend following the instructions at Kitware's apt repo.

Prerequisite: Ninja build tool. Find installation commands for your favorite package manager here.

macOS:

# Configure
cmake                                                              \
  -B /BinaryCache/tensorflow-swift-models                          \
  -D BUILD_TESTING=YES                                             \
  -D CMAKE_BUILD_TYPE=Release                                      \
  -D CMAKE_Swift_COMPILER=$(TOOLCHAINS=tensorflow xcrun -f swiftc) \
  -G Ninja                                                         \
  -S /SourceCache/tensorflow-swift-models
# Build
cmake --build /BinaryCache/tensorflow-swift-models
# Test
cmake --build /BinaryCache/tensorflow-swift-models --target test

Linux:

# Configure
cmake                                     \
  -B /BinaryCache/tensorflow-swift-models \
  -D BUILD_TESTING=NO                     \
  -D CMAKE_BUILD_TYPE=Release             \
  -D CMAKE_Swift_COMPILER=$(which swiftc) \
  -G Ninja                                \
  -S /SourceCache/tensorflow-swift-models
# Build
cmake --build /BinaryCache/tensorflow-swift-models

Windows:

set DEVELOPER_LIBRARY_DIR=%SystemDrive%/Library/Developer/Platforms/Windows.platform/Developer/Library
:: Configure
"%ProgramFiles%\CMake\bin\cmake.exe"                                                                                                                                                   ^
  -B %SystemDrive%/BinaryCache/tensorflow-swift-models                                                                                                                                 ^
  -D BUILD_SHARED_LIBS=YES                                                                                                                                                             ^
  -D BUILD_TESTING=YES                                                                                                                                                                 ^
  -D CMAKE_BUILD_TYPE=Release                                                                                                                                                          ^
  -D CMAKE_Swift_COMPILER=%SystemDrive%/Library/Developer/Toolchains/unknown-Asserts-development.xctoolchain/usr/bin/swiftc.exe                                                        ^
  -D CMAKE_Swift_FLAGS="-sdk %SDKROOT% -I %DEVELOPER_LIBRARY_DIR%/XCTest-development/usr/lib/swift/windows/x86_64 -L %DEVELOPER_LIBRARY_DIR%/XCTest-development/usr/lib/swift/windows" ^
  -G Ninja                                                                                                                                                                             ^
  -S %SystemDrive%/SourceCache/tensorflow-swift-models
:: Build
"%ProgramFiles%\CMake\bin\cmake.exe" --build %SystemDrive%/BinaryCache/tensorflow-swift-models
:: Test
"%ProgramFiles%\CMake\bin\cmake.exe" --build %SystemDrive%/BinaryCache/tensorflow-swift-models --target test

Bugs

Please report model-related bugs and feature requests using GitHub issues in this repository.

Community

Discussion about Swift for TensorFlow happens on the [email protected] 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.