Importing submodules on Tensorflow v2.8

General Discussion
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#1

Hello,
I was trying to import the optimizer module from the tensorflow package.
on the docomentation site it says:
from tensorflow.keras.optimizers import SGD
while on my pycharm, I need to import that way:
from tensorflow.python.keras.optimizers_v2 import Adam
BECAUSE I CANT FIND SGD ANYWHERE.
Also, tensorflow.python has 2 submodules named “python”.
please help.

#3

In TF2.x, you can import optimizers as shown below

from tensorflow.keras.optimizers import SGD
from tensorflow.keras.optimizers import Adam

Working code as shown below

import tensorflow as tf
print(tf.__version__)
from tensorflow.keras.optimizers import SGD

opt = SGD(learning_rate=0.1)
var = tf.Variable(1.0)
loss = lambda: (var ** 2)/2.0         
step_count = opt.minimize(loss, [var]).numpy()
var.numpy()

Output:

2.8.2
0.9