How can I increase memory access speed in a GPU? (CUDA)?

Carefully consider what type of access pattern you are getting in the arrays, within a warp. The threads in a warp should access consecutive addresses in a "row-major" order. If you by chance ended up with something like a "column-major" access pattern, your code will be issuing many more memory transactions than necessary.

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