DeepCam pargs for --adam_eps 1e-6 in run_scripts not supported by parser.py

Hey mlcommons team,

I just noticed for the run_scripts sample that the argument --adam_eps 1e-6 isn't supported. When i was testing this on my slurm system and using the template i noticed it would flag this down.

Run Scripts Argument in Question (Shown in Red)

Parser.py's positional Arguments:

Some unrelated questions, how exactly do i use the .ipynb notebooks (roofline, training_analysis, and nsight) could you give me some context for what they're used for and how i can apply it to my log files . I'm able to run deepcam successfully and to generate the MLLOG files.

Start with parser.py and the run_scripts sample shown in the issue. Reproduce the parser failure using --adam_eps 1e-6, then inspect how positional arguments are handled. Done means the sample argument is accepted without being flagged; the issue also asks for context on the roofline, training_analysis, and nsight notebooks, but no notebook files are named.