module 'tensorflow' has no attribute 'log'

Question

fashion_model.compile(
    loss = keras.losses.categorical_crossentropy,
    optimizer = tf.keras.optimizers.Adam(),
    metrics = ['accuracy']
)

When I execute this line of code I am facing the error

module 'tensorflow' has no attribute 'log'

and my tensorflow version is 2.0

Solution 1

loss = tf.keras.losses.categorical_crossentropy

I also faced a similar issue then i called tensorflow with each Keras object and it resolved it

Solution 2

substitute tf.math.log for tf.log in tf 2.0.

Solution 3

If you know the exact line where tf.log is, replace it with tf.math.log.
if not, you can use this guide to Automatically upgrade code to TensorFlow 2

Comments

[Akash Basudevan]

Can you post the complete code?