[proposal] Add never_show_list to VerboseLogger #414
Description
When logging a lot of metrics, we sometimes don't want to show all of them in the console.
For example, when looking at the means & stds of 10+ activations.
Proposal is to add a never_show_list to VerboseLogger.
class VerboseLogger(Callback):
def __init__(
self,
always_show: List[str] = ["_timers/_fps"],
never_show: List[str] = []
):
"""
Log params into console
Args:
always_show (List[str]): list of metrics to always show
"""
super().__init__(CallbackOrder.Logger)
self.tqdm: tqdm = None
self.step = 0
self.always_show = always_show
self.never_show = never_show
for k in never_show:
assert k not in always_show That way, it is possible to exclude easily metrics for the console logging while keeping them in the logs files for further analysis using TensorBoard or plot_metrics.
act_callback = MonitorActivations(model)
callbacks=[
VerboseLogger(never_show=[*act_callback.metrics_mean, *act_callback.metrics_std]),
act_callback
]Let me know what you think of this small change.
Thanks