Notebook Containers
When you launch a Notebook, it runs inside a container preloaded with the notebook files and dependencies. The following is a list of containers that Paperspace maintains:
Name | Description | URL |
Fast.ai + PyTorch | Paperspace's Fast.ai template is built for getting up and running with the enormously popular Fast.ai online MOOC called Practical Deep Learning for Coders. | GitHub |
TensorFlow (1.5.0 GPU Py3) | Official docker images for deep learning framework TensorFlow (http://www.tensorflow.org) | |
TensorFlow (1.5.0 CPU Py3) | Official docker images for deep learning framework TensorFlow (http://www.tensorflow.org) | |
Deepo (Python 2.7) | A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment. (https://hub.docker.com/r/ufoym/deepo) | GitHub |
Deepo (Python 3.6) | A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment. (https://hub.docker.com/r/ufoym/deepo) | GitHub |
JupyterLab Data Science Stack | Jupyter Notebook Data Science Stack | |
JupyterLab Data R Stack | Jupyter Notebook R Stack | |
NVIDIA RAPIDS dev ubuntu18.04 | Suite of open source libraries to execute end-to-end data science and analytics pipelines. Written in Python, and built on Apache Arrow. |
Custom containers feature lets you pull your own image from a container registry such as Docker Hub. This article will help you prepare a custom Docker container to use with Gradient, show you how to bring that Container into Gradient, and create a notebook with your custom container. We recommend using Docker to get the container image from your system to Gradient.
Container Name = Path and tags of image eg ufoym/deepo:all-jupyter-py36
Username = your Docker Hub username, can be left blank for public images
Password = your Docker Hub password, can be left blank for public images
Default Entrypoint = must be Jupyter compatible, defaults to 'jupyter notebook' if left blank
Container user = optional user, defaults to 'root' if left blank
See a tutorial on using custom containers here.
This page provides help about pulling containers from various public and private repositories:
https://support.paperspace.com/hc/en-us/articles/360003415434-Containers-Public-Private
