bird song classifier, ftw

Build docker image with caffe + jupyter:

$ docker build -t caffe-jupyter:latest docker/

Run notebook in docker image:

• sh -c to avoid "restarting kernel" failures, due to some exec conflict between docker and ipython:
  • ipython/ipython#7062
  • jupyter/docker-notebook#6

$ RUN_ARGS='-p 8888:8888' bin/docker-run jupyter notebook --ip 0.0.0.0 --debug --no-browser

Run ipython in docker image:

$ bin/docker-run ipython

XXX --net=host doesn't work as expected in Docker for Mac, since the "host" is xhyve, not osx:

• https://forums.docker.com/t/should-docker-run-net-host-work/14215

TODO Enable cpu parallelism in caffe:

• http://stackoverflow.com/questions/31395729/how-to-enable-multithreading-with-caffe
• BVLC/caffe#1539
• https://hub.docker.com/r/kaixhin/caffe/~/dockerfile/
• https://hub.docker.com/r/tleyden5iwx/caffe-cpu-master/~/dockerfile/

TODO Try googlenet