CODEWITHSUNDEEP
python-3.8
Raghu
Raghu

Reputation: 201

AttributeError: module 'keras.optimizers' has no attribute 'Adam'

When i am using "optimizer = keras.optimizers.Adam(learning_rate)" i am getting this error "AttributeError: module 'keras.optimizers' has no attribute 'Adam". I am using python3.8 keras 2.6 and backend tensorflow 1.13.2 for running the program. Please help to resolve !

Upvotes: 20

Views: 64016

Answers (5)

Bharath Jatoth
Bharath Jatoth

Reputation: 73

There are ways to solve your problem as you are using keras 2.6 and tensorflow too:

  • use (from keras.optimizer_v2.adam import Adam as Adam) but go through the function documentation once to specify your learning rate and beta values
  • you can also use (Adam = keras.optimizers.Adam).
  • (import tensorflow as tf) then (Adam = tf.keras.optimizers.Adam)

Use the form that is useful for the environment you set

Upvotes: 1

Van Victor
Van Victor

Reputation: 51

Make sure you've imported tensorflow:

import tensorflow as tf

Then use

tf.optimizers.Adam(learning_rate)

Upvotes: 5

tarmas99
tarmas99

Reputation: 429

As per the documentation , try to import keras into your code like this,

>>> from tensorflow import keras

This has helped me as well.

Upvotes: 14

Abhinav Kaushal Keshari
Abhinav Kaushal Keshari

Reputation: 578

Use tf.keras.optimizers.Adam(learning_rate) instead of keras.optimizers.Adam(learning_rate)

Upvotes: 31

Harika M
Harika M

Reputation: 1

I think you are using Keras directly. Instead of giving as from keras.distribute import —> give as from tensorflow.keras.distribute import

Hope this would help you.. It is working for me.

Upvotes: 0

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