def test_history_retrieve_empty_list(self, value, check_warn, recwarn):
h = History()
h.new_epoch()
h.record('foo', value)
h.new_batch()
h.record_batch('batch_foo', value)
# Make sure we can access our object
assert h[-1, 'foo'] is value
assert h[-1, 'batches', -1, 'batch_foo'] is value
# There should be no warning about comparison to an empty ndarray
if check_warn:
assert not recwarn.list
def history(self):
"""Return a history filled with epoch and batch data."""
h = History()
for num_epoch in range(self.test_epochs):
h.new_epoch()
h.record('duration', 1)
h.record('total_loss', num_epoch + self.test_batches)
if num_epoch == 2:
h.record('extra', 42)
for num_batch in range(self.test_batches):
h.new_batch()
h.record_batch('loss', num_epoch + num_batch)
if num_batch % 2 == 0 and (num_epoch + 1) != self.test_epochs:
h.record_batch('extra_batch', 23)
return h
