9

I am using AUTOTUNE for audio processing.

import tensorflow as tf
AUTOTUNE = tf.data.AUTOTUNE

But i am getting attribute error which said "module 'tensorflow._api.v2.data' has no attribute 'AUTOTUNE'". Tensorflow version is 2.3.0. How to solve this?

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1
  • Also, I'm not sure what you're expecting AUTOTUNE to do, as it seems to be used for automatic data pipelining for performance reasons. Commented Apr 6, 2021 at 3:16

4 Answers 4

Reset to default
26

According to the TensorFlow 2.3 documentation, AUTOTUNE lies under the tensorflow.data.experimental namespace. So using

AUTOTUNE = tf.data.experimental.AUTOTUNE

should avoid this error.

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2

With TF 2.3, Autotune was experimental and was in nightly build but in TF 2.5, it is in packages. We can do this if we want to train the model in TF 2.5 or TF 2.3.

try:
    AUTOTUNE = tf.data.AUTOTUNE     
except:
    AUTOTUNE = tf.data.experimental.AUTOTUNE
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0

At least TF 2.4 you should install.

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0

Upgrade your TensorFlow using following comment

pip install --upgrade tensorflow
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