Suite of libraries for data analytics and machine learning on GPUs.
Rapids is available on Puhti and Mahti. Some older versions are available on Puhti only. Currently supported RAPIDS versions:
- 21.12 using Singularity, based on RAPIDS official Docker images:
- 0.16 using Singularity:
- 0.15 using Singularity:
- 0.14 using Singularity:
- 0.11 (Puhti only)
Modules ending with
-sng are based on NVIDIA's optimized container images from
If you find that some package is missing, you can often install it yourself with
pip install --user. If you think that some important RAPIDS-related package
should be included in the module provided by CSC, you can send an email to
Some modules are Singularity-based. Wrapper scripts have been provided so that
common commands such as
pip3 should work as
normal. For more information, see CSC's general instructions on how to run
RAPIDS is licensed under Apache License 2.0
To use this software, initialize it with:
module load rapids
to access the default version.
This will show all available versions:
module avail rapids
To check the exact packages and versions included in the loaded module you can run:
Note that login nodes are not intended for heavy computing, please use slurm batch jobs instead. See our instructions on how to use the batch job system.
The GPU nodes have fast local storage which is useful for IO-intensive applications. See our general instructions on how to take the fast local storage into use.
Last edited Wed Jan 26 2022