Add master commits to stable-v2
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* Reduce training time by 10% if a high_quality preset is used High quality presets perform a post-fit step which takes 10~15% of total time (by Nick's estimate). To ensure comparisons stay reasonably fair we pre-emptively tell AutoGluon to use less time, so that all frameworks' models are based on "max_total_time" amount of effort. * Allow preset to be str or list and still reduce if hq or gq
This helps more quickly identify at what stage the failure took place. E.g., if it's just a few minutes in, it is probably setup failure (such as connectivity issues).
* Remove ownership changing and starting as user for docker images Since the USER is overwritten by `-u` for non-Windows platforms, which creates issues when the account running the docker image is not the same as the one that created it. * Dont run docker as root since images no longer have associated user * Ignore some additional files not needed to run the benchmark * Create root dir if it does not exist This is required, because otherwise in docker mode a non-existent directory is mounted, which is by default locked to `root` permissions. This in turn makes the benchmark app unable to create the subdirectories when the image is run as user. * Further remove user info from docker build and add run_as option The run_as option is then configurable so that it can be enabled for people who run into issues. Unfortunately, I observed different behavior from two systems with the same OS and docker versions installed. So for now I give up on one unified solution.
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