Logger and analyzer

Although there are already several comprehensive experiment managers (e.g. wandb, tensorboard), our Experiment module is compatible with them and enable customizing experiments in a non-intrusive way to the codes, where users can create a logger by modifying some APIs to track variables of interest and specify the customized logger in optional parameters.

After the logger stores the running-time information into records, the analyzer can read them from the disk. A filter is designed to enable only selecting records of interest, and several APIs are provided for quickly visualizing and analyzing the results by few codes.

Device Scheduler

To be complete.