python merge 2d array

How do I combine the two numpy arrays element wise? I did a quick test of 50,000 elements in each array (100,000 ... True User Jaime: Time of execution: 0.02767023558 Valid Array?: True Tested using Python 2.7, Windows 7 Enterprise 64-bit, Intel share | .

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