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There are some inconsistencies in the style, variable names and implementations in the C++ and CUDA code. These should be fixed for a cleaner and more readable code. Including but not limited to:
Using = vs {} to define the initial values of variables
Using size_t versus int for small integers
Consistently using j and h prefixes for CPU functions