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CUDA-fication of CapsuleNetwork's Dynamic Routing #3

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  • CUDA enabled from cmake
  • UnifiedBlob classes are abstraction of arrays of vectors in many shapes
  • vector matrix multiplication for FP.

…cuda layer (for network) started; timing unit tests made (for simple timings); FP (and little BP) using cuda kernels done using seq conv. layer (bad timing);
…nd squashed bugs in par_kernels, fails over 3 tensor channels; removed unnecessary class, added Device Timer, added timing structs and methods in main
…fault sizes; added user side menu system; included host data for DATA; updated ProgressBar feel
…train); updated default GA and Caps parameter; added (redundant) mutex with (not working) threading; cuda Nan checking; updated chromosome for bounds (and size)
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