tfmiss

The missing OPs, layer & etc. for TensorFlow

Development

Environment

Install all dependencies including python headers. Do not use pyenv on MacOS X, otherwise tests mostly likely will fail.

Build PIP package manually

You can build the pip package with Bazel v0.25.3:

export PYTHON_BIN_PATH=`which python2.7`
$PYTHON_BIN_PATH -m pip install -U tensorflow  # Only if you did not install it yet
./configure.sh
bazel clean --expunge
bazel test --test_output=errors //tfmiss/...
bazel build build_pip_pkg
bazel-bin/build_pip_pkg wheels

Build release with Linux docker container

docker run -it -v `pwd`:/tfmiss tensorflow/tensorflow:custom-op-ubuntu16 /tfmiss/build_linux_release.sh

Install and test PIP package

Once the pip package has been built, you can install it with:

pip install wheels/*.whl

Now you can test out the pip package:

cd /
python -c "import tensorflow as tf;import tfmiss as tfm;print(tfm.text.zero_digits('123').numpy())"