Thanks, that does reduce the log size significantly! However, it also seems to limit the parallel execution of the trials, so I set TUNE_MAX_PENDING_TRIALS_PG to the number of CPUs used (which I also pass to ray.init).
How exactly is TUNE_MAX_PENDING_TRIALS_PG related to parallel trial execution? I could not understand it from the documentation.