Added support for running TF based models on GPU in Linux #4277
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Modified the GPU samples to take a dependency on both the linux and
windows TF GPU redist.
Modified the readme content to explain how to use on linux.
Tested on Ubuntu 18.04 with GTX1070, was able to run on the GPU without any issue.