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RCS-knowledge-base/tensorflow/20220601.GPU-troubleshooting.md
Wirawan Purwanto 65aca0abe2 * Initial notes on TensorFlow/GPU troubleshooting.
2022-07-20 23:11:35 -04:00

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Troubleshooting TensorFlow / KERAS GPU Process

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)