AttributeError: module 'tensorflow.keras' has no attribute 'utils_dataset_from_directory'

Question

dbl001 OP

Created Jul ’21

Replies 1

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Views 3.3k

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I am running tensorflow-macos and tensorflow-metal on Big Sur.

I am getting this error: AttributeError: module 'tensorflow.keras' has no attribute 'utils_dataset_from_directory'

https://github.com/keras-team/keras-io/issues/12

Can I install tf_nightly? Or does it conflict with tensorflow-macos?

 from tensorflow import keras
from tensorflow.python.framework.ops import disable_eager_execution
dataset = keras.utils_dataset_from_directory(
    "celeba_gan",
    label_mode=None,
    image_size=(64, 64),
    batch_size=32,
    smart_resize=True)
 
---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
/var/folders/3n/56fpv14n4wj0c1l1sb106pzw0000gn/T/ipykernel_41859/2519466253.py in <module>
      1 from tensorflow import keras
      2 from tensorflow.python.framework.ops import disable_eager_execution
----> 3 dataset = keras.utils_dataset_from_directory(
      4     "celeba_gan",
      5     label_mode=None,
 
AttributeError: module 'tensorflow.keras' has no attribute 'utils_dataset_from_directory'

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Answer 1

Frameworks Engineer OP

Apple

Jul ’21

You are correct, tf_nightly (this is TF master, => v2.7) will conflict with tensorflow-macos (this is based on v2.5). There are also major changes in keras with latest release which is part of core TF: https://github.com/tensorflow/tensorflow/releases/tag/v2.6.0-rc1

I tried running with tf-nightly and ran into similar issue.

0

	from tensorflow import keras
	from tensorflow.python.framework.ops import disable_eager_execution
	dataset = keras.utils_dataset_from_directory(
	"celeba_gan",
	label_mode=None,
	image_size=(64, 64),
	batch_size=32,
	smart_resize=True)

	---------------------------------------------------------------------------
	AttributeError Traceback (most recent call last)
	/var/folders/3n/56fpv14n4wj0c1l1sb106pzw0000gn/T/ipykernel_41859/2519466253.py in <module>
	1 from tensorflow import keras
	2 from tensorflow.python.framework.ops import disable_eager_execution
	----> 3 dataset = keras.utils_dataset_from_directory(
	4 "celeba_gan",
	5 label_mode=None,

	AttributeError: module 'tensorflow.keras' has no attribute 'utils_dataset_from_directory'