RSN 26 - Support for 22.10 cuml/cugraph Users

Author RAPIDS Ops


Topic Platform Support Change
RAPIDS Version v22.10
Created 14 December 2022
Updated 05 September 2023


RAPIDS 22.10 cuML and cuGraph users will need to add libcusparse<12 libcusolver<= to conda install commands for installing cuML or cuGraph.


conda create -n rapids-22.10 -c rapidsai -c conda-forge -c nvidia  cugraph=22.10 python=3.8 cudatoolkit=11.5 libcusparse<12 libcusolver<=


Impact is limited to RAPIDS 22.10 cuml and cugraph users.


Since the release of RAPIDS 22.10, some packages that cuML and cuGraph depend on have upgraded and introduced incompatibilities. Conda will install these newer dependencies by default when installing 22.10 cuML or cuGraph, which will result in runtime errors such as:

error while loading shared libraries: cannot open shared object file: No such file or directory

In order to restrict conda to installing only compatible versions of these dependencies, the workaround above should be applied. This workaround is not needed for RAPIDS releases 22.12 and beyond.