Troubleshooting TensorFlow / KERAS GPU Process
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Common issues:

* Model too big
  (print the KERAS model---is the number of parameters doable with the GPU?)

* Batch size too large

* Memory not released from previous processing

  (use `with tf.Session() as sess:` code block)