fix gpu HOG implementation:
move hog::set_up_constants from constructor to compute method if user changed CUDA device between constructor and computation, some variables were uninitialized
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move hog::set_up_constants from constructor to compute method if user changed CUDA device between constructor and computation, some variables were uninitialized