script to dump raw info about the system and deps

[gfursin]

Hi @arjunsuresh, Just not to forget, as we discussed yesterday, it may be useful to create a script that is called in post deps of the main CM-MLPerf script to dump "state" dict with

• OS info
• Host CPU info
• GPU info (if used - should be inside state)
• versions of deps (preferably as a list of tags with an associated version)
• any exposed info by MLPerf implementations something like CM_MLPERF_RAW_BATCH_SIZE ... That will be useful for reproducibility and for the future design space exploration! Thanks!!!

[gfursin]

We got similar feedback to add this functionality to CM workflows for MLPerf v4.0 in #1052 - we need to sync on that ...