Found: the events files that I have in the one folder should be in the separate and the folder name will be displayed as an experiment name.
Also found the important note in the SummaryWriter docstring:
comment (string): Comment log_dir suffix appended to the default
``log_dir``. If ``log_dir`` is assigned, this argument has no effect.