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.

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
```