Python AdditiveValueMetric Examples

Example #1

File: minimal_example.py Project: catalyst-team/neuro

 def on_loader_start(self, runner):
     """
     Calls runner methods when the dataloader begins and adds
     metrics for loss and macro_dice
     """
     super().on_loader_start(runner)
     self.meters = {
         key: metrics.AdditiveValueMetric(compute_on_call=False)
         for key in ["loss", "macro_dice"]
     }

Example #2

 def on_loader_start(self, runner):
     super().on_loader_start(runner)
     self.meters = {
         key: metrics.AdditiveValueMetric(compute_on_call=False)
         for key in ["loss", "accuracy01", "accuracy03"]
     }

Example #3

 def on_loader_start(self, runner: dl.IRunner):
     super().on_loader_start(runner)
     self.meters = {
         key: metrics.AdditiveValueMetric(compute_on_call=False)
         for key in ["critic_loss", "actor_loss"]
     }