As a very quick update 
Within the last week or so
- downloaded the datasets that were used in 300 Faces in the Wild.
- implemented basic functions like image pre-processing, convolution + maxpooling etc.

Still not sure what to do with unshared convolution, plus there are some other questions that were not specified in the paper.

Will put together more about use of shared memory when I have time.

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