I am trying to profile the nerfstudio implementation of the method nerfacto. I used cprofile while the running the scripts and then used the .pstats file generated by Cprofile to visualize the results with Snakeviz.
Visualization using snakeviz
I did: python -m cProfile -o profile_data.profile $(which ns-train) nerfacto –data poster, then : py -m snakeviz profile_data.profile. the project can be executed using : ns-train <method_name> –data <data_folder>, with ns-train the binary leading to the entrypoint of the project.