[example] elaborate net surgery description
Fix Makefile warning error message.
use layer_param instead of layers_[layer_id]->layer_param()
Add param_propagate_down_ vector to layer, populate according to
blobs_lr in Net::Init
Make ConvolutionLayer and InnerProductLayer abide by param_propagate_down_
Use Blobs instead of SyncedMemorys for the bias_multiplier_'s.
Add Net Test to verify correct param_propagate_down behavior.
Merge pull request #660 from jeffdonahue/param-propagate-down

Conditionally compute parameter gradients
Another bugfix related to my CPU/GPU test changes: make NetTest a
MultiDeviceTest (Caffe:set_mode(Caffe::CPU/GPU) isn't run without this).
move using statements inside namespace caffe to avoid polluting the whole name space.
neuron_layers.hpp should not need to include leveldb
configure Makefile for CPU-only build
stub out GPU layer methods to crash loudly in CPU-only mode
add guards to drop GPU code in CPU-only mode
collect CUDA includes and calls, separate from CPU-only mode, leave out

- collect CUDA includes in device_alternate.hpp
- add guards for CUDA code
- move GPU code into cu from cpp
- make CUDA includes and libraries conditional in Makefile
- drop CUDA dependency from travis-ci build
switch travis build to CPU-only flag, drop runtestnogpu target
relax benchmark test timing for cheap hardware / CI build
check CPU-only everything, CPU + GPU build with travis
Merge pull request #561 from shelhamer/cpu-only-build

CPU-only build

no GPU, no CUDA, no problem!
compute_image_mean namespace fix.