1

GOAL to use a pre trained model from a TensorFlow example project more specifically Tensorflow hub

1.

  • To do that am trying to install tensorflow_hub with the following command: conda install -c conda-forge tensorflow-hub
  • conda list OUTPUT: .... tensorflow-hub 0.12.0 pyhca92ed8_0 conda-forge ....
  • To a sagemenaker EC2 instance's anaconda environment.
  • The whole installation process runs thru without any error, but when I am trying to import the package it act like it is not installed import tensorflow_hub as hub
  • ERROR
---------------------------------------------------------------------------
ModuleNotFoundError                       Traceback (most recent call last)
<ipython-input-14-5c017171c13e> in <module>
----> 1 import tensorflow_hub as hub

ModuleNotFoundError: No module named 'tensorflow_hub'
  • I have manually downloaded the model and uploaded to the ec2 but I don't know how to load it in and use it
  1. Adding with pip tensorflow_hub https://stackoverflow.com/a/43729857/10270590
1. Run `conda create -n venv_name` and `source activate venv_name`, where `venv_name` is the name of your virtual environment. 

2. Run `conda install pip`. This will install pip to your venv directory. 

3. Find your anaconda directory, and find the actual venv folder. It should be somewhere like `/anaconda/envs/venv_name/`. 

4. Install new packages by doing `/anaconda/envs/venv_name/bin/pip install package_name`.

OUTPUT

(tf2p37) ubuntu@ip:~/anaconda3/envs/tf2p37/bin$ pip install --upgrade tensorflow-hub
Requirement already satisfied: tensorflow-hub in /home/ubuntu/anaconda3/envs/tf2p37/lib/python3.7/site-packages (0.12.0)
Requirement already satisfied: protobuf>=3.8.0 in /home/ubuntu/anaconda3/envs/tf2p37/lib/python3.7/site-packages (from tensorflow-hub) (3.15.2)
Requirement already satisfied: numpy>=1.12.0 in /home/ubuntu/anaconda3/envs/tf2p37/lib/python3.7/site-packages (from tensorflow-hub) (1.19.5)
Requirement already satisfied: six>=1.9 in /home/ubuntu/anaconda3/envs/tf2p37/lib/python3.7/site-packages (from protobuf>=3.8.0->tensorflow-hub) (1.15.0)
  • it is ther but it still don't want to get imported when I execute : import tensorflow_hub as hub
sogu
  • 2,738
  • 5
  • 31
  • 90
  • 1) Please try installing(then importing) the latest versions of tensorflow2.x and tensorflow-hub in a fresh anaconda virtual environment after opening a new notebook in sagemaker(newly created kernel) using the commands below:- a)!pip install --upgrade tensorflow b)!pip install --upgrade tensorflow_hub c)import tensorflow as tf d)import tensorflow_hub as hub 2)for loading the model through hub, please use: hub_model = hub.load('https://tfhub.dev/google/magenta/arbitrary-image-stylization-v1-256/2') –  May 26 '21 at 14:00

1 Answers1

0
  • I just installed from the Jupiter notebook
  • pip install --upgrade tensorflow_hub
  • this did not overwrite all the other files somehow.
  • The base environment was a SageMaker conda_tensorflow2_p36
  • you can activate it as conda activate tensorflow2_p36
sogu
  • 2,738
  • 5
  • 31
  • 90