Use notebook with slurm - visual-studio-code

Question

I want to be able to connect to our institution's cluster using VS Code Remote SSH without the server running on a compute node instead of the login node. The preferred workflow is to SSH into the login node and then use a command to allocate a job and spin up an interactive shell on a compute node, and then run the jupyter notebook kernel on those node.
I launch jupyter-lab through this bash script
#!/bin/bash
#SBATCH -J jupyterTest
#SBATCH -N 1
#SBATCH --mem=16GB
#SBATCH --time=5:00:00
#SBATCH --output=/home/adufour/work/jupyter.log
#Load necessary modules
module purge
source /home/adufour/.bashrc
conda activate singlecell
#Go to the folder you wanna run jupyter in
cd ~/work
#Start the notebook
jupyter lab --ip=0.0.0.0 --port=8888
Which give me the following log :
[I 2021-02-16 16:14:29.363 ServerApp] jupyterlab | extension was successfully linked.
[I 2021-02-16 16:14:31.551 ServerApp] nbclassic | extension was successfully linked.
[I 2021-02-16 16:14:31.690 LabApp] JupyterLab extension loaded from /work/adufour/anaconda3/envs/singlecell/lib/python3.9/site-packages/jupyterlab
[I 2021-02-16 16:14:31.691 LabApp] JupyterLab application directory is /work/adufour/anaconda3/envs/singlecell/share/jupyter/lab
[I 2021-02-16 16:14:31.698 ServerApp] jupyterlab | extension was successfully loaded.
[I 2021-02-16 16:14:31.714 ServerApp] nbclassic | extension was successfully loaded.
[I 2021-02-16 16:14:31.719 ServerApp] Serving notebooks from local directory: /work/adufour
[I 2021-02-16 16:14:31.719 ServerApp] Jupyter Server 1.3.0 is running at:
[I 2021-02-16 16:14:31.719 ServerApp] http://node126:8888/lab?token=6a1178ff82901e42559423100b13ba12105935432fb0efdd
[I 2021-02-16 16:14:31.719 ServerApp] or http://127.0.0.1:8888/lab?token=6a1178ff82901e42559423100b13ba12105935432fb0efdd
[I 2021-02-16 16:14:31.719 ServerApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).
[C 2021-02-16 16:14:31.744 ServerApp]
To access the server, open this file in a browser:
file:///home/adufour/.local/share/jupyter/runtime/jpserver-108627-open.html
Or copy and paste one of these URLs:
http://node126:8888/lab?token=6a1178ff82901e42559423100b13ba12105935432fb0efdd
or http://127.0.0.1:8888/lab?token=6a1178ff82901e42559423100b13ba12105935432fb0efdd
Unable to connect to VS Code server.
Error in request