TensorFlow v1.0.1 Dockerfile

Dockerfile

FROM ubuntu:14.04

MAINTAINER Peng Jingtian <[email protected]>

# Set apt proxy

COPY apt.conf /etc/apt/apt.conf

# Set proxy

ARG proxy
ENV http_proxy $proxy
ENV https_proxy $proxy

# Pick up some TF dependencies

RUN apt-get update && apt-get install -y --no-install-recommends \
        build-essential \
        curl \
        libfreetype6-dev \
        libpng12-dev \
        libzmq3-dev \
        pkg-config \
        python \
        python-dev \
        rsync \
        software-properties-common \
        unzip \
        libtcmalloc-minimal4 \
        && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

RUN curl -O https://bootstrap.pypa.io/get-pip.py && \
    python get-pip.py && \
    rm get-pip.py

RUN pip --no-cache-dir install \
        numpy \
        scipy \
        sklearn \
        pandas \
        Pillow \
        keras \
        grpcio \
        h5py


# Install TensorFlow CPU version from tensorflow-release repo

COPY tensorflow-1.0.1-cp27-none-linux_x86_64.whl /tensorflow-1.0.1-cp27-none-linux_x86_64.whl

RUN pip --no-cache-dir install \
    /tensorflow-1.0.1-cp27-none-linux_x86_64.whl

# Romove TensorFlow Whl

RUN rm /tensorflow-1.0.1-cp27-none-linux_x86_64.whl

# Copy Tensorflow serving deps

COPY tf_easy_save /tf_easy_save
RUN pip install /tf_easy_save

Error: free(): invalid pointer python error
#This error arose during CS6980 project.
We got this error while importing pytorch alongwith matlab and skimage.
Solution:
This is the key point to fix the free() bug:
sudo apt-get install -y libtcmalloc-minimal4