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low GPU utilization with tf option #15

Description

@lacava

I'm getting low utilization of the GPU using the tensorflow evaluation strategy. There are a few things to try:

  • use this method to profile tensorflow and see where the inefficiencies lay.

  • according to this, using feed_dict is not a good idea. need to look into using pipelines or variables for feeding input data to the graphs.

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