tensorflow_hub to pull BERT embedding on windows machine

I would like to get BERT embedding using tensorflow hub. I found it very easy to get ELMO embedding and my steps are below. Could anyone explain how to get BERT embedding on a windows machine? I found this but couldn't get it work on windows machine

1. https://tfhub.dev/google/elmo/3 go to this link and then download.

2. Unzip it twice till you see "tfhub_module.pb", provide path of that folder to get embedding

       import tensorflow as tf
       import tensorflow_hub as hub
   
       elmo = hub.Module("C:/Users/nnnn/Desktop/BERT/elmo/3.tar/3", trainable=True)
   
       with tf.Session() as sess:
           sess.run(tf.global_variables_initializer())
           abc1=sess.run(elmo(x, signature="default", as_dict=True)["default"])
   

from tensorflow_hub to pull BERT embedding on windows machine