support for more than 2 dimensions in hdf5 files
Merge pull request #217 from tdomhan/multidhdf5

support for more than 2 dimensions in hdf5 files
add SplitLayer and Net::AddSplits to transform shared bottom blobs into
split layers
add split layer insertion tests; move split insertion code to util file
file models
everything in its right place
Add and test Net::HasBlob and GetBlob to simplify feature extraction

Inspired by @kencoken's commit f36e715
https://github.com/kencoken/caffe/commit/f36e71569455c9fbb4bf8a63c2d53224e32a4e7b

Related issues:
#20: Extract the middle features
#112: pythonic export of features and params for wrapper
#139: About dump_network.cpp
Add and test Net::HasLayer and GetLayerByName
Add __builtin_popcount* based fast Hamming distance math function
Add image retrieval example
Add feature extraction example
Add feature binarization example
Simplify image retrieval example to use binary features directly
Fix bugs in the feature extraction example
Enhance help, log message & format of the feature extraction example
Fix bugs of the feature binarization example
Fix bugs in the image retrieval example
Fix saving real valued feature bug in the feature extraction example
Change feature binarization threshold to be the mean of all the values
 rather than zero in the feature binarization example
No print