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Performance issues about tf.function #806
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We are investigating this kind of issues, and your answer will be of great help to our work. Can you take a look? Thank you in advance! @Dovyski @zubairahmed-ai @najlepsiwebdesigner |
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Hello! Our static bug checker has found a performance issue in Image-to-Image-Translation-with-GAN/TensorFlow/pix2pix-tensorflow-single_gpu.py: Python type argument
epoch
is passed to tf.function decorated functiontrain_step
instead of tensors. As there is a for loop, every time the value changes, a new graph will be generated, and that can trigger tf.function retracing warning.Similar problem in Image-to-Image-Translation-with-GAN/TensorFlow/.ipynb_checkpoints/pix2pix-tensorflow-single_gpu-checkpoint.py
Here is the tensorflow document to support it.
Looking forward to your reply.
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