Getting attribute error when using AUTOTUNE in Tensorflow?

user_11383872 0
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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?

tensorflow python
4 Answers

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.

user_100448610

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
user_92733170

At least TF 2.4 you should install.

user_75486100

Upgrade your TensorFlow using following comment

pip install --upgrade tensorflow
user_135735360
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