CODEWITHSUNDEEP
pythontensorflowjupyter-notebookgoogle-colaboratoryattributeerror
user10026373
user10026373

Reputation:

How to fix: AttributeError: module 'tensorflow' has no attribute 'optimizers' in JupyterNotebook (using colab.research)

I am trying to run my neural network in colab.research page, but I am still getting error AttributeError: module 'tensorflow' has no attribute 'optimizers' at this line:

opt = tensorflow.optimizers.RMSprop(learning_rate=0.00001, decay=1e-6)

My importing part from the code:

import tensorflow
from tensorflow.keras.preprocessing.image import ImageDataGenerator
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Dense, Dropout, Activation, Flatten
from tensorflow.keras.layers import Conv2D, MaxPooling2D
from keras import optimizers
import os

Tensorflow version:

print(tensroflow.__version__) # 1.15.0

Upvotes: 8

Views: 20747

Answers (2)

tri.akki7
tri.akki7

Reputation: 129

Use this:

opt = tensorflow.compat.v1.train.RMSPropOptimizer(learning_rate=0.00001, decay=1e-6)

Reference: https://www.tensorflow.org/api_docs/python/tf/compat/v1/train/RMSPropOptimizer

Upvotes: 0

Rajarishi Devarajan
Rajarishi Devarajan

Reputation: 581

optimizers is part of the keras library. Either do

from tensorflow.keras import optimizers

And then use

optimizers.RMSprop()

in your code Or

opt = tensorflow.keras.optimizers.RMSprop()

Upvotes: 11

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