Once you have done the Tensorflow setup with GPU, ensure you have the latest TensorFlow 2.x GPU installed in your GPU supporting machine,

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Tensorflow 2.0 comes with new aliases for random_normal. Outputs random values from a normal distribution. Using tf.random.normal should execute successfully.

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