Added cpu dockerfile

docker/Dockerfile.training

@@ -0,0 +1,85 @@
+FROM tensorflow/tensorflow:1.6.0
+
+# Setup environment for tensorflow models
+RUN apt-get update && apt-get install -y \
+        build-essential \
+        curl \
+        git \
+        libfreetype6-dev \
+        libpng12-dev \
+        libzmq3-dev \
+        pkg-config \
+        python-dev \
+        python-numpy \
+        python-pip \
+        protobuf-compiler \
+        python-pil \
+        python-lxml \
+        python-tk \
+        software-properties-common \
+        swig \
+        zip \
+        zlib1g-dev \
+        libcurl3-dev \
+        && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
+RUN apt-get install python-pip python-dev build-essential
+
+# Set up grpc
+RUN pip install enum34 futures mock six matplotlib jupyter && \
+    pip install --pre 'protobuf>=3.0.0a3' && \
+    pip install -i https://testpypi.python.org/simple --pre grpcio
+
+WORKDIR /
+RUN git clone -b r1.4 https://github.com/tensorflow/tensorflow.git
+
+# Set up Bazel.
+
+# Running bazel inside a `docker build` command causes trouble, cf:
+#   https://github.com/bazelbuild/bazel/issues/134
+# The easiest solution is to set up a bazelrc file forcing --batch.
+RUN echo "startup --batch" >>/etc/bazel.bazelrc
+# Similarly, we need to workaround sandboxing issues:
+#   https://github.com/bazelbuild/bazel/issues/418
+RUN echo "build --spawn_strategy=standalone --genrule_strategy=standalone" \
+    >>/etc/bazel.bazelrc
+# Install the most recent bazel release.
+ENV BAZEL_VERSION 0.5.4
+WORKDIR /
+RUN mkdir /bazel && \
+    cd /bazel && \
+    curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -O https://github.com/bazelbuild/bazel/releases/download/$BAZEL_VERSION/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \
+    curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -o /bazel/LICENSE.txt https://raw.githubusercontent.com/bazelbuild/bazel/master/LICENSE && \
+    chmod +x bazel-*.sh && \
+    ./bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \
+    cd / && \
+    rm -f /bazel/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh
+
+WORKDIR /tensorflow
+RUN tensorflow/tools/ci_build/builds/configured CPU \
+	bazel build tensorflow/tools/graph_transforms:transform_graph
+
+WORKDIR /
+RUN git clone https://github.com/tensorflow/models.git
+RUN git clone https://github.com/cocodataset/cocoapi.git
+WORKDIR /cocoapi/PythonAPI 
+RUN pip install Cython && make
+RUN cp -r pycocotools /models/research/
+
+WORKDIR /models/research/
+RUN protoc object_detection/protos/*.proto --python_out=.
+ENV PYTHONPATH=$PYTHONPATH:/models/research/:/models/research/slim
+
+# Add dataset into docker file
+# Add volumes for output graph and 
+VOLUME /data
+
+# Add files to dockerfile
+ADD . /
+RUN chmod +x /run.sh
+
+EXPOSE 8000
+ENTRYPOINT ["/run.sh"]
+CMD [""]