Unable to Install Tensorflow (MemoryError)

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I tried to install Tensorflow on Linux Ubuntu 16.04 from source and using pip and I keep getting the following error return base64.b64encode(b).decode("ascii") MemoryError. I tried to google this problem but only found a website written in Chinese (probably) http://juncollin.hatenablog.com/entry/2017/03/05/025318 that doesn't really help.

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