[FEA]: Upgrade to CUDA 12.x

[mdemoret-nv]

Is this a new feature, an improvement, or a change to existing functionality?

Change

How would you describe the priority of this feature request

High

Please provide a clear description of problem this feature solves

As the RAPIDS packages begin to move to CUDA 12, so should MRC to stay up to date on the latest features, performance, and bug fixes.

Describe your ideal solution

Upgrade all dependencies to CUDA 12.x

Completion Criteria

• Determine which version of 12.x to support
  • [Optional] Add matrix to dependencies.yml if more than one version of 12.x will be supported
  • [Optional] Add build matrix to CI if more than one version of 12.x will be supported
• Determine if CUDA 11.x will still be supported
  • [Optional] Add matrix to dependencies.yml if 11.x will continue to be supported
  • [Optional] Add build matrix to CI if 11.x will continue to be supported
• Change all CUDA dependencies in conda environment files to 12.x
• Update conda channels to use nvidia/label/cuda-12.0
• Update conda build meta.yml to support CUDA 12
  • [Optional] Add a matrix to conda_build_config.yaml` if more than one version of CUDA will be supported
• Ensure build in CI is functioning correctly
• Ensure all tests pass and run correctly
• Update documentation with new requirements and installation instructions for different versions of CUDA

Describe any alternatives you have considered

No response

Additional context

No response

Code of Conduct

• I agree to follow MRC's Code of Conduct
• I have searched the open feature requests and have found no duplicates for this feature request