This is a minimal docker file to run quiver https://github.com/jakebian/quiver

Dockerfile

FROM continuumio/miniconda

RUN pip install https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.11.0-cp27-none-linux_x86_64.whl

RUN pip install h5py

RUN apt-get install -y git

RUN git clone  https://github.com/jakebian/quiver.git

RUN apt-get install -y libjpeg62-turbo-dev gcc

RUN pip install keras flask flask_cors gevent numpy pillow

RUN cd quiver && python setup.py develop

run.py

from keras.models import Sequential
from keras.layers import Convolution2D, MaxPooling2D
from keras.layers import Activation, Dropout, Flatten, Dense

model = Sequential()
model.add(Convolution2D(32, 3, 3, input_shape=(32,32,3)))
model.add(Activation('relu'))
model.add(MaxPooling2D(pool_size=(2, 2)))

model.add(Flatten())  
model.add(Dense(64))
model.add(Activation('relu'))
model.add(Dropout(0.5))
model.add(Dense(1))
model.add(Activation('sigmoid'))

model.compile(loss='binary_crossentropy',
              optimizer='rmsprop',
              metrics=['accuracy'])

print(model.summary())

from quiver_engine import server
server.launch(model)

run.sh

docker build -t quiver:try6 . && docker run -it -p 5000:5000 -v `pwd`:/tmp quiver:try6 python /tmp/run.py