I'm getting low utilization of the GPU using the tensorflow evaluation strategy. There are a few things to try:
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use this method to profile tensorflow and see where the inefficiencies lay.
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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.