Adding DenseNet to batch update experiment.
Speeding up deep concat.
Adding time collection per layer.
coding dense networks
speeding up volume copy functions
speeding up AVGPool
Speeding up maxpooling.
Speeding up Maxpooling.
Collecting timings per layer.