Custom ObserverΒΆ
from dataclasses import dataclass
from olympus.observers import Observer
@dataclass
class ProgressPrinter(Observer):
frequency_epoch: int = 1 # run every epoch
frequency_batch: int = 100 # run every 100 batch
def on_new_batch(self, step, task=None, input=None, context=None):
print('step', step)
def on_new_epoch(self, epoch, task=None, context=None):
print('epoch', epoch)