This offering is currently in beta.
Documentation for Jupyter Lab can be found here: https://jupyterlab.readthedocs.io/en/latest/
The academic OpenOndemand offering at https://linuxlab.engr.wustl.edu offers GPU-enabled Jupyter Lab environments for instructors, TAs, and students in specific classes that require their use.
This application supports users running against a single nVIDIA RTX 4000 Ada GPU.
Resource Request
At job start, users may specify how much GPU RAM they wish to consume during their computations. Based on that choice, additional system resources are allocated. Depending on the class or assignment, you may have been directed which choice is the best fit for your project.
GPU RAM usage is not controlled by the scheduler. It is the responsibility of each user to make sure they use only that amount that has been requested.
CPU and System RAM usage is enforced.
20GB GPU RAM (Maximum)
120G of System RAM
30 CPU Cores
This sets the GPU to exclusive access mode, and only the allocated job will be allowed access to the GPU
10GB GPU RAM
60G of System RAM
12 CPU Cores
4 GB or 2GB of GPU RAM
16G of System RAM
4 CPU Cores
Working Directory
You can direct Jupyter Lab to start within a specific directory - simply enter the full path in the text box provided. Your academic home directory is the default:
/home/warehouse/wustlkey
As an example, if you are in the class EIT300 and you are working on project 2 - you may have placed your files in
/home/warehouse/wustlkey/EIT300/project2
Hours
The current maximum in beta is 4 hours.
The scheduler puts a limit on the number of hours a job will run. You may enter a number of hours here up to the defined maximum.
Python Packages Available
Users can utilize “pip” to install more packages. Subsequent updates to this environment may or may not continue to support user installed packages.
The environment is built (as of 6/17/24) with:
channels: - pytorch - conda-forge - nvidia - defaults dependencies: - pip - python=3.11 - pytorch - pytorch-lightning - torchvision - pytorch-cuda=12.1 - numpy - magma-cuda121 - torchaudio - jupyter - ipykernel - websockify - torchtriton Package Version ------------------------- -------------- anyio 4.4.0 argon2-cffi 23.1.0 argon2-cffi-bindings 21.2.0 arrow 1.3.0 asttokens 2.4.1 async-lru 2.0.4 async-timeout 4.0.3 attrs 23.2.0 Babel 2.14.0 beautifulsoup4 4.12.3 bleach 6.1.0 Brotli 1.1.0 cached-property 1.5.2 certifi 2024.6.2 cffi 1.16.0 charset-normalizer 3.3.2 colorama 0.4.6 comm 0.2.2 cryptography 42.0.8 debugpy 1.8.1 decorator 5.1.1 defusedxml 0.7.1 entrypoints 0.4 exceptiongroup 1.2.0 executing 2.0.1 fastjsonschema 2.20.0 filelock 3.15.1 fqdn 1.5.1 fsspec 2024.6.0 gmpy2 2.1.5 h11 0.14.0 h2 4.1.0 hpack 4.0.0 httpcore 1.0.5 httpx 0.27.0 hyperframe 6.0.1 idna 3.7 importlib_metadata 7.1.0 importlib_resources 6.4.0 ipykernel 6.29.4 ipython 8.25.0 ipywidgets 8.1.3 isoduration 20.11.0 jedi 0.19.1 Jinja2 3.1.4 json5 0.9.25 jsonpointer 3.0.0 jsonschema 4.22.0 jsonschema-specifications 2023.12.1 jupyter 1.0.0 jupyter_client 8.6.2 jupyter-console 6.6.3 jupyter_core 5.7.2 jupyter-events 0.10.0 jupyter-lsp 2.2.5 jupyter_server 2.14.1 jupyter_server_terminals 0.5.3 jupyterlab 4.2.2 jupyterlab_pygments 0.3.0 jupyterlab_server 2.27.2 jupyterlab_widgets 3.0.11 jwcrypto 1.5.6 lightning-utilities 0.11.2 MarkupSafe 2.1.5 matplotlib-inline 0.1.7 mistune 3.0.2 mpmath 1.3.0 nbclient 0.10.0 nbconvert 7.16.4 nbformat 5.10.4 nest_asyncio 1.6.0 networkx 3.3 notebook 7.2.1 notebook_shim 0.2.4 numpy 2.0.0 overrides 7.7.0 packaging 24.1 pandocfilters 1.5.0 parso 0.8.4 pexpect 4.9.0 pickleshare 0.7.5 Pillow 9.4.0 pip 24.0 pkgutil_resolve_name 1.3.10 platformdirs 4.2.2 prometheus_client 0.20.0 prompt_toolkit 3.0.47 psutil 5.9.8 ptyprocess 0.7.0 pure-eval 0.2.2 pycparser 2.22 Pygments 2.18.0 PySocks 1.7.1 python-dateutil 2.9.0 python-json-logger 2.0.7 pytorch-lightning 2.3.0 pytz 2024.1 PyYAML 6.0.1 pyzmq 26.0.3 qtconsole 5.5.2 QtPy 2.4.1 redis 5.0.6 referencing 0.35.1 requests 2.32.3 rfc3339-validator 0.1.4 rfc3986-validator 0.1.1 rpds-py 0.18.1 Send2Trash 1.8.3 setuptools 70.0.0 six 1.16.0 sniffio 1.3.1 soupsieve 2.5 stack-data 0.6.2 sympy 1.12.1 terminado 0.18.1 tinycss2 1.3.0 tomli 2.0.1 torch 2.3.1 torchaudio 2.3.1 torchmetrics 1.4.0.post0 torchvision 0.18.1 tornado 6.4.1 tqdm 4.66.4 traitlets 5.14.3 triton 2.3.1 types-python-dateutil 2.9.0.20240316 typing_extensions 4.12.2 typing-utils 0.1.0 uri-template 1.3.0 urllib3 2.2.1 wcwidth 0.2.13 webcolors 24.6.0 webencodings 0.5.1 websocket-client 1.8.0 websockify 0.12.0 wheel 0.43.0 widgetsnbextension 4.0.11 zipp 3.19.2