XPU Jupyter containers do not appear to have Jupyter installed in them

[jketreno]

Describe the bug

I was trying to use the images documented here. However, they do not appear to have Jupyter in them:

docker run -it --rm \
    -p 8888:8888 \
    --device /dev/dri \
    -v /dev/dri/by-path:/dev/dri/by-path \
    --ipc=host \
    intel/intel-extension-for-pytorch:2.1.20-xpu-pip-base
(idp) root@5711063c540f:/# python -m jupyter --version
/opt/conda/envs/idp/bin/python: No module named jupyter

Within the container, if I manually install jupyter then the server is there:

(idp) root@5711063c540f:/# cat << EOF > requirements.txt
jupyterlab==4.3.0a0
jupyterhub==5.0.0
notebook==7.3.0a0
jupyter-server-proxy>=4.1.2
EOF
(idp) root@5711063c540f:/# pip install -r requirements.txt
(idp) root@5711063c540f:/# python -m jupyter --version
Selected Jupyter core packages...
IPython          : 8.26.0
ipykernel        : 6.29.5
ipywidgets       : not installed
jupyter_client   : 8.6.2
jupyter_core     : 5.7.2
jupyter_server   : 2.14.1
jupyterlab       : 4.3.0a0
nbclient         : 0.10.0
nbconvert        : 7.16.4
nbformat         : 5.10.4
notebook         : 7.3.0a0
qtconsole        : not installed
traitlets        : 5.14.3

Error Logs

/opt/conda/envs/idp/bin/python: No module named jupyter

Reproduction Instructions

docker run -it --rm \
    -p 8888:8888\
    --device /dev/dri \
    -v /dev/dri/by-path:/dev/dri/by-path \
    --ipc=host \
    intel/intel-extension-for-pytorch:2.1.20-xpu-pip-base \
    python -m jupyter --version
/opt/conda/envs/idp/bin/python: No module named jupyter

I have tried the tags xpu-jupyter, 2.1.20-xpu-pip-base, and 2.1.10-xpu-pip-base all with the same effect.

### Affected Subfolder

- [ ] classical-ml
- [ ] enterprise
- [ ] preset
- [ ] python
- [X] pytorch
- [ ] tensorflow
- [ ] test-runner
- [ ] workflows

### Versions

```Markdown
Using the image published at intel/intel-extension-for-pytorch:{xpu-jupyter,2.1.20-xpu-pip-base,2.1.10-xpu-pip-base}

[sramakintel]

@jketreno thanks for reaching out. The image you are trying to pull and test does not have jupyter in it. Please you this command/image: docker pull intel/intel-extension-for-pytorch:2.1.20-xpu-pip-jupyter

[jketreno]

Thanks. Can you update https://github.com/intel/ai-containers/blob/main/pytorch/README.md#xpu-images to list/use the correct tags?

Thanks.