RAPIDS Demo Container

Get started with our preconfigured RAPIDS demo container, featuring several demo notebooks using cuDF, cuML, cuGraph, Dask, and XGBoost

  1. RAPIDS Demo Container
    1. Current Version
      1. RAPIDS 0.10 - 17 October 2019
    2. Former Versions
      1. RAPIDS 0.9 - 21 August 2019
      2. RAPIDS 0.8 - 27 June 2019
      3. RAPIDS 0.7 - 16 May 2019
      4. RAPIDS 0.6 - 28 Mar 2019
      5. RAPIDS 0.5.1 - 26 Feb 2019
      6. RAPIDS 0.4 - 05 Dec 2018
    3. Tags
      1. Common Tags
      2. Other Tags
    4. Prerequisites
    5. Usage
      1. Start Container and Notebook Server
        1. Preferred - Docker CE v19+ and nvidia-container-toolkit
        2. Legacy - Docker CE v18 and nvidia-docker2
      2. Use JupyterLab to Explore the Notebooks
      3. Custom Data and Advanced Usage
        1. Preferred - Docker CE v19+ and nvidia-container-toolkit
        2. Legacy - Docker CE v18 and nvidia-docker2
      4. Access Documentation within Notebooks
    6. More Information
    7. Where can I get help or file bugs/requests?
    8. Full Tag List
      1. RAPIDS 0.10 Images
        1. Ubuntu 16.04
        2. Ubuntu 18.04
        3. CentOS 7
      2. RAPIDS 0.9 Images
        1. Ubuntu 16.04
        2. Ubuntu 18.04
        3. CentOS 7
      3. RAPIDS 0.8 Images
        1. Ubuntu 16.04
        2. Ubuntu 18.04
        3. CentOS 7
      4. RAPIDS 0.7 Images
        1. Ubuntu 16.04
        2. Ubuntu 18.04
        3. CentOS 7
      5. RAPIDS 0.6 Images
        1. Ubuntu 16.04
        2. Ubuntu 18.04
        3. CentOS 7
      6. RAPIDS 0.5 Images
        1. Ubuntu 16.04
        2. Ubuntu 18.04
        3. CentOS 7
      7. RAPIDS 0.4 Images
        1. Ubuntu 16.04

Current Version

RAPIDS 0.10 - 17 October 2019

Versions of libraries included in the 0.10 images:

Updates & changes

  • Added cuSpatial, the GPU-accelerated spatial and trajectory data management and analytics library.
  • Added support for CUDA 10.1.
  • Updated containers with v0.10.0 release of cuDF, cuML, cuGraph, cuStrings, and RMM, as well as updated versions of xgboost, dask-xgboost, and dask-cuda.

Former Versions

RAPIDS 0.9 - 21 August 2019

Versions of libraries included in the 0.9 images:

Updates & changes

  • Updated containers with v0.9.0 release of cuDF, cuML, cuGraph, cuStrings, RMM, and dask-cuda.

RAPIDS 0.8 - 27 June 2019

Versions of libraries included in the 0.8 images:

Updates & changes

  • Updated containers with v0.8.0 release of cuDF, cuML, cuGraph, cuStrings, RMM, dask-cuda, dask-cudf, and dask-cuml.

RAPIDS 0.7 - 16 May 2019

Versions of libraries included in the 0.7 images:

Updates & changes

  • Updated containers with v0.7.2 release of cuDf and v0.7.0 release of cuML, cuGraph, cuStrings, RMM, dask-cuda, dask-cudf, and dask-cuml.
  • Added example notebooks for cuGraph and additional cuML example notebooks in the runtime & devel containers

RAPIDS 0.6 - 28 Mar 2019

Versions of libraries included in the 0.6 images:

RAPIDS 0.5.1 - 26 Feb 2019

0.5 image list

Versions of libraries included in the 0.5 images:

Updates & changes

  • Added CentOS 7 images
  • Reduced the number of example notebooks in the runtime/devel containers
  • Updated containers with v0.5.1 release of cuDf & cuML

RAPIDS 0.4 - 05 Dec 2018

0.4 image list

Versions of libraries included in the 0.4 images:

Tags

The RAPIDS image is based on the runtime nvidia/cuda image. This means it is a drop-in replacement, making it easy to gain the RAPIDS libraries while maintaining support for existing CUDA applications.

RAPIDS images come in three types:

  • base - contains a RAPIDS environment ready for use.
    Use this image if you want to use RAPIDS as a part of your pipeline.
  • runtime - extends the base image by adding a notebook server and example notebooks.
    Use this image if you want to explore RAPIDS through notebooks and examples.
  • devel - contains the compiler toolchain, the debugging tools, the headers and the libraries for RAPIDS development, as well as the RAPIDS source code and all build artifacts in place.
    Use this image to develop RAPIDS from source.

Common Tags

For most users the runtime image will be sufficient to get started with RAPIDS, you can use the following tags to pull the latest stable image:

  • latest or cuda9.2-runtime-ubuntu16.04
    with gcc 5.4 and Python 3.6
  • cuda10.0-runtime-ubuntu18.04
    with gcc 7.3 and Python 3.6

Other Tags

View the full tag list for all available images.

Prerequisites

Usage

Start Container and Notebook Server

Preferred - Docker CE v19+ and nvidia-container-toolkit

$ docker pull rapidsai/rapidsai:cuda9.2-runtime-ubuntu16.04
$ docker run --gpus all --rm -it -p 8888:8888 -p 8787:8787 -p 8786:8786 \
         rapidsai/rapidsai:cuda9.2-runtime-ubuntu16.04

NOTE: This will open a shell with JupyterLab running in the background on port 8888 on your host machine.

Legacy - Docker CE v18 and nvidia-docker2

$ docker pull rapidsai/rapidsai:cuda9.2-runtime-ubuntu16.04
$ docker run --runtime=nvidia --rm -it -p 8888:8888 -p 8787:8787 -p 8786:8786 \
         rapidsai/rapidsai:cuda9.2-runtime-ubuntu16.04

NOTE: This will open a shell with JupyterLab running in the background on port 8888 on your host machine.

Use JupyterLab to Explore the Notebooks

Notebooks can be found in the following directories within the container:

  • /rapids/notebooks/xgboost - XGBoost demo notebooks
  • /rapids/notebooks/cudf - cuDF demo notebooks
  • /rapids/notebooks/cuml - cuML demo notebooks
  • /rapids/notebooks/cugraph - cuGraph demo notebooks
  • /rapids/notebooks/tutorials - Tutorials with end-to-end workflows

For a full description of each notebook, see the README in the notebooks repository.

Custom Data and Advanced Usage

You are free to modify the above steps. For example, you can launch an interactive session with your own data:

Preferred - Docker CE v19+ and nvidia-container-toolkit

$ docker run --gpus all --rm -it -p 8888:8888 -p 8787:8787 -p 8786:8786 \
         -v /path/to/host/data:/rapids/my_data \
         rapidsai/rapidsai:cuda9.2-runtime-ubuntu16.04

Legacy - Docker CE v18 and nvidia-docker2

$ docker run --runtime=nvidia --rm -it -p 8888:8888 -p 8787:8787 -p 8786:8786 \
         -v /path/to/host/data:/rapids/my_data \
         rapidsai/rapidsai:cuda9.2-runtime-ubuntu16.04

This will map data from your host operating system to the container OS in the /rapids/my_data directory. You may need to modify the provided notebooks for the new data paths.

Access Documentation within Notebooks

You can check the documentation for RAPIDS APIs inside the JupyterLab notebook using a ? command, like this:

[1] ?cudf.read_csv

This prints the function signature and its usage documentation. If this is not enough, you can see the full code for the function using ??:

[1] ??pygdf.read_csv

Check out the RAPIDS documentation for more detailed information and a RAPIDS cheat sheet.

More Information

Check out the RAPIDS and XGBoost API docs.

Learn how to setup a mult-node cuDF and XGBoost data preparation and distributed training environment by following the mortgage data example notebook and scripts.

Where can I get help or file bugs/requests?

Please submit issues with the container to this GitHub repository: https://github.com/rapidsai/docs

For issues with RAPIDS libraries like cuDF, cuML, RMM, or others file an issue in the related GitHub project.

Additional help can be found on Stack Overflow or Google Groups.

Full Tag List

Using the image types above base, runtime, or devel we use the following tag naming scheme for RAPIDS images:

0.10-cuda9.2-devel-ubuntu16.04-py3.6
^       ^    ^        ^         ^
|       |    type     |         python version
|       |             |
|       cuda version  |
|                     |
RAPIDS version        linux version

The base and runtime image types can be found in the rapidsai/rapidsai DockerHub repo, and the devel image types can be found in the rapidsai/rapidsai-dev DockerHub repo.

RAPIDS 0.10 Images

Ubuntu 16.04

All ubuntu16.04 images use gcc 5.4

CUDA 9.2

Short Tags Full Tag Image Type Python Version
cuda9.2-base-ubuntu16.04 0.10-cuda9.2-base-ubuntu16.04 base 3.6
latest
or
cuda9.2-runtime-ubuntu16.04
0.10-cuda9.2-runtime-ubuntu16.04 runtime 3.6
0.10-cuda9.2-devel-ubuntu16.04-py3.6 devel 3.6
0.10-cuda9.2-devel-ubuntu16.04-py3.7 devel 3.7

CUDA 10.0

Short Tags Full Tag Image Type Python Version
cuda10.0-base-ubuntu16.04 0.10-cuda10.0-base-ubuntu16.04 base 3.6
cuda10.0-runtime-ubuntu16.04 0.10-cuda10.0-runtime-ubuntu16.04 runtime 3.6
0.10-cuda10.0-devel-ubuntu16.04-py3.6 devel 3.6
0.10-cuda10.0-devel-ubuntu16.04-py3.7 devel 3.7

CUDA 10.1

Short Tags Full Tag Image Type Python Version
cuda10.1-base-ubuntu16.04 0.10-cuda10.1-base-ubuntu16.04 base 3.6
cuda10.1-runtime-ubuntu16.04 0.10-cuda10.1-runtime-ubuntu16.04 runtime 3.6
0.10-cuda10.1-devel-ubuntu16.04-py3.6 devel 3.6
0.10-cuda10.1-devel-ubuntu16.04-py3.7 devel 3.7

Ubuntu 18.04

All ubuntu18.04 images use gcc 7.3

CUDA 9.2

Short Tags Full Tag Image Type Python Version
cuda9.2-base-ubuntu18.04 0.10-cuda9.2-base-ubuntu18.04 base 3.6
cuda9.2-runtime-ubuntu18.04 0.10-cuda9.2-runtime-ubuntu18.04 runtime 3.6
0.10-cuda9.2-devel-ubuntu18.04-py3.6 devel 3.6
0.10-cuda9.2-devel-ubuntu18.04-py3.7 devel 3.7

CUDA 10.0

Short Tags Full Tag Image Type Python Version
cuda10.0-base-ubuntu18.04 0.10-cuda10.0-base-ubuntu18.04 base 3.6
cuda10.0-runtime-ubuntu18.04 0.10-cuda10.0-runtime-ubuntu18.04 runtime 3.6
0.10-cuda10.0-devel-ubuntu18.04-py3.6 devel 3.6
0.10-cuda10.0-devel-ubuntu18.04-py3.7 devel 3.7

CUDA 10.1

Short Tags Full Tag Image Type Python Version
cuda10.1-base-ubuntu18.04 0.10-cuda10.1-base-ubuntu18.04 base 3.6
cuda10.1-runtime-ubuntu18.04 0.10-cuda10.1-runtime-ubuntu18.04 runtime 3.6
0.10-cuda10.1-devel-ubuntu18.04-py3.6 devel 3.6
0.10-cuda10.1-devel-ubuntu18.04-py3.7 devel 3.7

CentOS 7

All centos7 images use gcc 7.3

CUDA 9.2

Short Tags Full Tag Image Type Python Version
cuda9.2-base-centos7 0.10-cuda9.2-base-centos7 base 3.6
cuda9.2-runtime-centos7 0.10-cuda9.2-runtime-centos7 runtime 3.6
0.10-cuda9.2-devel-centos7-py3.6 devel 3.6
0.10-cuda9.2-devel-centos7-py3.7 devel 3.7

CUDA 10.0

Short Tags Full Tag Image Type Python Version
cuda10.0-base-centos7 0.10-cuda10.0-base-centos7 base 3.6
cuda10.0-runtime-centos7 0.10-cuda10.0-runtime-centos7 runtime 3.6
0.10-cuda10.0-devel-centos7-py3.6 devel 3.6
0.10-cuda10.0-devel-centos7-py3.7 devel 3.7

CUDA 10.1

Short Tags Full Tag Image Type Python Version
cuda10.1-base-centos7 0.10-cuda10.1-base-centos7 base 3.6
cuda10.1-runtime-centos7 0.10-cuda10.1-runtime-centos7 runtime 3.6
0.10-cuda10.1-devel-centos7-py3.6 devel 3.6
0.10-cuda10.1-devel-centos7-py3.7 devel 3.7

RAPIDS 0.9 Images

Ubuntu 16.04

All ubuntu16.04 images use gcc 5.4

CUDA 9.2

Full Tag Image Type Python Version
0.9-cuda9.2-base-ubuntu16.04 base 3.6
0.9-cuda9.2-runtime-ubuntu16.04 runtime 3.6
0.9-cuda9.2-devel-ubuntu16.04-py3.6 devel 3.6
0.9-cuda9.2-devel-ubuntu16.04-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.9-cuda10.0-base-ubuntu16.04 base 3.6
0.9-cuda10.0-runtime-ubuntu16.04 runtime 3.6
0.9-cuda10.0-devel-ubuntu16.04-py3.6 devel 3.6
0.9-cuda10.0-devel-ubuntu16.04-py3.7 devel 3.7

Ubuntu 18.04

All ubuntu18.04 images use gcc 7.3

CUDA 9.2

Full Tag Image Type Python Version
0.9-cuda9.2-base-ubuntu18.04 base 3.6
0.9-cuda9.2-runtime-ubuntu18.04 runtime 3.6
0.9-cuda9.2-devel-ubuntu18.04-py3.6 devel 3.6
0.9-cuda9.2-devel-ubuntu18.04-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.9-cuda10.0-base-ubuntu18.04 base 3.6
0.9-cuda10.0-runtime-ubuntu18.04 runtime 3.6
0.9-cuda10.0-devel-ubuntu18.04-py3.6 devel 3.6
0.9-cuda10.0-devel-ubuntu18.04-py3.7 devel 3.7

CentOS 7

All centos7 images use gcc 7.3

CUDA 9.2

Full Tag Image Type Python Version
0.9-cuda9.2-base-centos7 base 3.6
0.9-cuda9.2-runtime-centos7 runtime 3.6
0.9-cuda9.2-devel-centos7-py3.6 devel 3.6
0.9-cuda9.2-devel-centos7-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.9-cuda10.0-base-centos7 base 3.6
0.9-cuda10.0-runtime-centos7 runtime 3.6
0.9-cuda10.0-devel-centos7-py3.6 devel 3.6
0.9-cuda10.0-devel-centos7-py3.7 devel 3.7

RAPIDS 0.8 Images

Ubuntu 16.04

All ubuntu16.04 images use gcc 5.4

CUDA 9.2

Full Tag Image Type Python Version
0.8-cuda9.2-base-ubuntu16.04-gcc5-py3.6 base 3.6
0.8-cuda9.2-base-ubuntu16.04-gcc5-py3.7 base 3.7
0.8-cuda9.2-runtime-ubuntu16.04-gcc5-py3.6 runtime 3.6
0.8-cuda9.2-runtime-ubuntu16.04-gcc5-py3.7 runtime 3.7
0.8-cuda9.2-devel-ubuntu16.04-gcc5-py3.6 devel 3.6
0.8-cuda9.2-devel-ubuntu16.04-gcc5-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.8-cuda10.0-base-ubuntu16.04-gcc5-py3.6 base 3.6
0.8-cuda10.0-base-ubuntu16.04-gcc5-py3.7 base 3.7
0.8-cuda10.0-runtime-ubuntu16.04-gcc5-py3.6 runtime 3.6
0.8-cuda10.0-runtime-ubuntu16.04-gcc5-py3.7 runtime 3.7
0.8-cuda10.0-devel-ubuntu16.04-gcc5-py3.6 devel 3.6
0.8-cuda10.0-devel-ubuntu16.04-gcc5-py3.7 devel 3.7

Ubuntu 18.04

All ubuntu18.04 images use gcc 7.3

CUDA 9.2

Full Tag Image Type Python Version
0.8-cuda9.2-base-ubuntu18.04-gcc7-py3.6 base 3.6
0.8-cuda9.2-base-ubuntu18.04-gcc7-py3.7 base 3.7
0.8-cuda9.2-runtime-ubuntu18.04-gcc7-py3.6 runtime 3.6
0.8-cuda9.2-runtime-ubuntu18.04-gcc7-py3.7 runtime 3.7
0.8-cuda9.2-devel-ubuntu18.04-gcc7-py3.6 devel 3.6
0.8-cuda9.2-devel-ubuntu18.04-gcc7-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.8-cuda10.0-base-ubuntu18.04-gcc7-py3.6 base 3.6
0.8-cuda10.0-base-ubuntu18.04-gcc7-py3.7 base 3.7
0.8-cuda10.0-runtime-ubuntu18.04-gcc7-py3.6 runtime 3.6
0.8-cuda10.0-runtime-ubuntu18.04-gcc7-py3.7 runtime 3.7
0.8-cuda10.0-devel-ubuntu18.04-gcc7-py3.6 devel 3.6
0.8-cuda10.0-devel-ubuntu18.04-gcc7-py3.7 devel 3.7

CentOS 7

All centos7 images use gcc 7.3

CUDA 9.2

Full Tag Image Type Python Version
0.8-cuda9.2-base-centos7-gcc7-py3.6 base 3.6
0.8-cuda9.2-base-centos7-gcc7-py3.7 base 3.7
0.8-cuda9.2-runtime-centos7-gcc7-py3.6 runtime 3.6
0.8-cuda9.2-runtime-centos7-gcc7-py3.7 runtime 3.7
0.8-cuda9.2-devel-centos7-gcc7-py3.6 devel 3.6
0.8-cuda9.2-devel-centos7-gcc7-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.8-cuda10.0-base-centos7-gcc7-py3.6 base 3.6
0.8-cuda10.0-base-centos7-gcc7-py3.7 base 3.7
0.8-cuda10.0-runtime-centos7-gcc7-py3.6 runtime 3.6
0.8-cuda10.0-runtime-centos7-gcc7-py3.7 runtime 3.7
0.8-cuda10.0-devel-centos7-gcc7-py3.6 devel 3.6
0.8-cuda10.0-devel-centos7-gcc7-py3.7 devel 3.7

RAPIDS 0.7 Images

Ubuntu 16.04

All ubuntu16.04 images use gcc 5.4

CUDA 9.2

Full Tag Image Type Python Version
0.7-cuda9.2-base-ubuntu16.04-gcc5-py3.6 base 3.6
0.7-cuda9.2-base-ubuntu16.04-gcc5-py3.7 base 3.7
0.7-cuda9.2-runtime-ubuntu16.04-gcc5-py3.6 runtime 3.6
0.7-cuda9.2-runtime-ubuntu16.04-gcc5-py3.7 runtime 3.7
0.7-cuda9.2-devel-ubuntu16.04-gcc5-py3.6 devel 3.6
0.7-cuda9.2-devel-ubuntu16.04-gcc5-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.7-cuda10.0-base-ubuntu16.04-gcc5-py3.6 base 3.6
0.7-cuda10.0-base-ubuntu16.04-gcc5-py3.7 base 3.7
0.7-cuda10.0-runtime-ubuntu16.04-gcc5-py3.6 runtime 3.6
0.7-cuda10.0-runtime-ubuntu16.04-gcc5-py3.7 runtime 3.7
0.7-cuda10.0-devel-ubuntu16.04-gcc5-py3.6 devel 3.6
0.7-cuda10.0-devel-ubuntu16.04-gcc5-py3.7 devel 3.7

Ubuntu 18.04

All ubuntu18.04 images use gcc 7.3

CUDA 9.2

Full Tag Image Type Python Version
0.7-cuda9.2-base-ubuntu18.04-gcc7-py3.6 base 3.6
0.7-cuda9.2-base-ubuntu18.04-gcc7-py3.7 base 3.7
0.7-cuda9.2-runtime-ubuntu18.04-gcc7-py3.6 runtime 3.6
0.7-cuda9.2-runtime-ubuntu18.04-gcc7-py3.7 runtime 3.7
0.7-cuda9.2-devel-ubuntu18.04-gcc7-py3.6 devel 3.6
0.7-cuda9.2-devel-ubuntu18.04-gcc7-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.7-cuda10.0-base-ubuntu18.04-gcc7-py3.6 base 3.6
0.7-cuda10.0-base-ubuntu18.04-gcc7-py3.7 base 3.7
0.7-cuda10.0-runtime-ubuntu18.04-gcc7-py3.6 runtime 3.6
0.7-cuda10.0-runtime-ubuntu18.04-gcc7-py3.7 runtime 3.7
0.7-cuda10.0-devel-ubuntu18.04-gcc7-py3.6 devel 3.6
0.7-cuda10.0-devel-ubuntu18.04-gcc7-py3.7 devel 3.7

CentOS 7

All centos7 images use gcc 7.3

CUDA 9.2

Full Tag Image Type Python Version
0.7-cuda9.2-base-centos7-gcc7-py3.6 base 3.6
0.7-cuda9.2-base-centos7-gcc7-py3.7 base 3.7
0.7-cuda9.2-runtime-centos7-gcc7-py3.6 runtime 3.6
0.7-cuda9.2-runtime-centos7-gcc7-py3.7 runtime 3.7
0.7-cuda9.2-devel-centos7-gcc7-py3.6 devel 3.6
0.7-cuda9.2-devel-centos7-gcc7-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.7-cuda10.0-base-centos7-gcc7-py3.6 base 3.6
0.7-cuda10.0-base-centos7-gcc7-py3.7 base 3.7
0.7-cuda10.0-runtime-centos7-gcc7-py3.6 runtime 3.6
0.7-cuda10.0-runtime-centos7-gcc7-py3.7 runtime 3.7
0.7-cuda10.0-devel-centos7-gcc7-py3.6 devel 3.6
0.7-cuda10.0-devel-centos7-gcc7-py3.7 devel 3.7

RAPIDS 0.6 Images

Ubuntu 16.04

All ubuntu16.04 images use gcc 5.4

CUDA 9.2

Full Tag Image Type Python Version
0.6-cuda9.2-base-ubuntu16.04-gcc5-py3.6 base 3.6
0.6-cuda9.2-base-ubuntu16.04-gcc5-py3.7 base 3.7
0.6-cuda9.2-runtime-ubuntu16.04-gcc5-py3.6 runtime 3.6
0.6-cuda9.2-runtime-ubuntu16.04-gcc5-py3.7 runtime 3.7
0.6-cuda9.2-devel-ubuntu16.04-gcc5-py3.6 devel 3.6
0.6-cuda9.2-devel-ubuntu16.04-gcc5-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.6-cuda10.0-base-ubuntu16.04-gcc5-py3.6 base 3.6
0.6-cuda10.0-base-ubuntu16.04-gcc5-py3.7 base 3.7
0.6-cuda10.0-runtime-ubuntu16.04-gcc5-py3.6 runtime 3.6
0.6-cuda10.0-runtime-ubuntu16.04-gcc5-py3.7 runtime 3.7
0.6-cuda10.0-devel-ubuntu16.04-gcc5-py3.6 devel 3.6
0.6-cuda10.0-devel-ubuntu16.04-gcc5-py3.7 devel 3.7

Ubuntu 18.04

All ubuntu18.04 images use gcc 7.3

CUDA 9.2

Full Tag Image Type Python Version
0.6-cuda9.2-base-ubuntu18.04-gcc7-py3.6 base 3.6
0.6-cuda9.2-base-ubuntu18.04-gcc7-py3.7 base 3.7
0.6-cuda9.2-runtime-ubuntu18.04-gcc7-py3.6 runtime 3.6
0.6-cuda9.2-runtime-ubuntu18.04-gcc7-py3.7 runtime 3.7
0.6-cuda9.2-devel-ubuntu18.04-gcc7-py3.6 devel 3.6
0.6-cuda9.2-devel-ubuntu18.04-gcc7-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.6-cuda10.0-base-ubuntu18.04-gcc7-py3.6 base 3.6
0.6-cuda10.0-base-ubuntu18.04-gcc7-py3.7 base 3.7
0.6-cuda10.0-runtime-ubuntu18.04-gcc7-py3.6 runtime 3.6
0.6-cuda10.0-runtime-ubuntu18.04-gcc7-py3.7 runtime 3.7
0.6-cuda10.0-devel-ubuntu18.04-gcc7-py3.6 devel 3.6
0.6-cuda10.0-devel-ubuntu18.04-gcc7-py3.7 devel 3.7

CentOS 7

All centos7 images use gcc 7.3

CUDA 9.2

Full Tag Image Type Python Version
0.6-cuda9.2-base-centos7-gcc7-py3.6 base 3.6
0.6-cuda9.2-base-centos7-gcc7-py3.7 base 3.7
0.6-cuda9.2-runtime-centos7-gcc7-py3.6 runtime 3.6
0.6-cuda9.2-runtime-centos7-gcc7-py3.7 runtime 3.7
0.6-cuda9.2-devel-centos7-gcc7-py3.6 devel 3.6
0.6-cuda9.2-devel-centos7-gcc7-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.6-cuda10.0-base-centos7-gcc7-py3.6 base 3.6
0.6-cuda10.0-base-centos7-gcc7-py3.7 base 3.7
0.6-cuda10.0-runtime-centos7-gcc7-py3.6 runtime 3.6
0.6-cuda10.0-runtime-centos7-gcc7-py3.7 runtime 3.7
0.6-cuda10.0-devel-centos7-gcc7-py3.6 devel 3.6
0.6-cuda10.0-devel-centos7-gcc7-py3.7 devel 3.7

RAPIDS 0.5 Images

Ubuntu 16.04

All ubuntu16.04 images use gcc 5.4

CUDA 9.2

Full Tag Image Type Python Version
0.5-cuda9.2-base-ubuntu16.04-gcc5-py3.6 base 3.6
0.5-cuda9.2-base-ubuntu16.04-gcc5-py3.7 base 3.7
0.5-cuda9.2-runtime-ubuntu16.04-gcc5-py3.6 runtime 3.6
0.5-cuda9.2-runtime-ubuntu16.04-gcc5-py3.7 runtime 3.7
0.5-cuda9.2-devel-ubuntu16.04-gcc5-py3.6 devel 3.6
0.5-cuda9.2-devel-ubuntu16.04-gcc5-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.5-cuda10.0-base-ubuntu16.04-gcc5-py3.6 base 3.6
0.5-cuda10.0-base-ubuntu16.04-gcc5-py3.7 base 3.7
0.5-cuda10.0-runtime-ubuntu16.04-gcc5-py3.6 runtime 3.6
0.5-cuda10.0-runtime-ubuntu16.04-gcc5-py3.7 runtime 3.7
0.5-cuda10.0-devel-ubuntu16.04-gcc5-py3.6 devel 3.6
0.5-cuda10.0-devel-ubuntu16.04-gcc5-py3.7 devel 3.7

Ubuntu 18.04

All ubuntu18.04 images use gcc 7.3

CUDA 9.2

Full Tag Image Type Python Version
0.5-cuda9.2-base-ubuntu18.04-gcc7-py3.6 base 3.6
0.5-cuda9.2-base-ubuntu18.04-gcc7-py3.7 base 3.7
0.5-cuda9.2-runtime-ubuntu18.04-gcc7-py3.6 runtime 3.6
0.5-cuda9.2-runtime-ubuntu18.04-gcc7-py3.7 runtime 3.7
0.5-cuda9.2-devel-ubuntu18.04-gcc7-py3.6 devel 3.6
0.5-cuda9.2-devel-ubuntu18.04-gcc7-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.5-cuda10.0-base-ubuntu18.04-gcc7-py3.6 base 3.6
0.5-cuda10.0-base-ubuntu18.04-gcc7-py3.7 base 3.7
0.5-cuda10.0-runtime-ubuntu18.04-gcc7-py3.6 runtime 3.6
0.5-cuda10.0-runtime-ubuntu18.04-gcc7-py3.7 runtime 3.7
0.5-cuda10.0-devel-ubuntu18.04-gcc7-py3.6 devel 3.6
0.5-cuda10.0-devel-ubuntu18.04-gcc7-py3.7 devel 3.7

CentOS 7

All centos7 images use gcc 7.3

CUDA 9.2

Full Tag Image Type Python Version
0.5-cuda9.2-base-centos7-gcc7-py3.6 base 3.6
0.5-cuda9.2-base-centos7-gcc7-py3.7 base 3.7
0.5-cuda9.2-runtime-centos7-gcc7-py3.6 runtime 3.6
0.5-cuda9.2-runtime-centos7-gcc7-py3.7 runtime 3.7
0.5-cuda9.2-devel-centos7-gcc7-py3.6 devel 3.6
0.5-cuda9.2-devel-centos7-gcc7-py3.7 devel 3.7

CUDA 10.0

Full Tag Image Type Python Version
0.5-cuda10.0-base-centos7-gcc7-py3.6 base 3.6
0.5-cuda10.0-base-centos7-gcc7-py3.7 base 3.7
0.5-cuda10.0-runtime-centos7-gcc7-py3.6 runtime 3.6
0.5-cuda10.0-runtime-centos7-gcc7-py3.7 runtime 3.7
0.5-cuda10.0-devel-centos7-gcc7-py3.6 devel 3.6
0.5-cuda10.0-devel-centos7-gcc7-py3.7 devel 3.7

RAPIDS 0.4 Images

NOTE: This release uses non-standard lables but have been kept for legacy users.

Ubuntu 16.04

All ubuntu16.04 images use gcc 5.4

CUDA 9.2

Full Tag Image Type Python Version Notes
cuda9.2_ubuntu16.04 runtime 3.5 jupyter user by default
cuda9.2_ubuntu16.04_root runtime 3.5 root user by default

CUDA 10.0

Full Tag Image Type Python Version Notes
cuda10.0_ubuntu16.04 runtime 3.5 jupyter user by default
cuda10.0_ubuntu16.04_root runtime 3.5 root user by default