Hello, I want to couple the machine learning model with the atmospheric model in the cesm2.1.0 simulation using F Torch. I have configured the F Torch environment and conducted offline tests which were successful. I would like to know where I can make the model also use the F Torch environment.
Couple the machine learning model with the atmospheric model
Thanks for writing. I believe running CESM with FTorch isn't an officially supported configuration, so our options to help are limited. But I found some resources on the web which maybe will help you with getting CESM coupled with FTorch, however these are unsupported community-developed solutions.
github.com
I also found a medium post on this: Hybrid AI-HPC Workflows: Integrating PyTorch with CESM on NVIDIA GH200
GitHub - WillyChap/CESM at release-cesm2.1.5-ftorch
The Community Earth System Model. Contribute to WillyChap/CESM development by creating an account on GitHub.
github.com
Thank you for your reply. I configured the environment and attempted to integrate the machine learning model into the mode. The compilation was successful, but when running an error occurred，cesm.log： /runout/f2000/bld/cesm.exe: error while loading shared libraries: libiconv.so.2: cannot open shared object file: No such file or directory. Even when I added it in the csh file： setenv LD_LIBRARY_PATH /usr/local/lib:/usr/libiconv/lib64:${LD_LIBRARY_PATH} , the same error was still reported. How should I solve this?