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Enable dynamic memory growth
Currently Tensorflow will use all memory it has available on startup. In newer versions dynamic memory-growth can be enabled. This should be added as an option in configure_tensorflow.
@marcromeyn , please update the status on this.
@gabrielspmoreira , please procide mising details here