tensorflow-serving Dockerfile

Dockerfile

FROM katacoda/tensorflow-serving-devel:latest
WORKDIR /serving
EXPOSE 9000
CMD ["bazel-bin/tensorflow_serving/model_servers/tensorflow_model_server", "--port=9000", "--model_name=inception", "--model_base_path=inception-export"]

# Client Example
# bazel-bin/tensorflow_serving/example/inception_client --server=localhost:9000 --image=/path/to/my_cat_image.jpg

COPY . /serving
RUN cd /serving/tensorflow && \
	echo '\n' | ./configure && \
	cd .. && \
	bazel build -c opt tensorflow_serving/...

RUN curl -O http://download.tensorflow.org/models/image/imagenet/inception-v3-2016-03-01.tar.gz && \
	tar xzf inception-v3-2016-03-01.tar.gz && \
	rm inception-v3-2016-03-01.tar.gz

RUN bazel-bin/tensorflow_serving/example/inception_saved_model --checkpoint_dir=inception-v3 --output_dir=inception-export

echo '\n' | ./configure causes it to fail at the moment. Build manually :'(