def test_evaluator_with_repeat_dataset(self, recreate_iterator_for_each_eval,
sum_for_1st_time, sum_for_2nd_time):
options = standard_runner.StandardEvaluatorOptions(
recreate_iterator_for_each_eval=recreate_iterator_for_each_eval)
evaluator = TestEvaluatorWithOutputsAggregation(options)
self.assertEqual(evaluator.evaluate(tf.constant(5)), sum_for_1st_time)
self.assertEqual(evaluator.evaluate(tf.constant(5)), sum_for_2nd_time)
def test_evaluator_with_outputs_aggregation(self, use_tf_while_loop):
options = standard_runner.StandardEvaluatorOptions(
use_tf_while_loop=use_tf_while_loop)
evaluator = TestEvaluatorWithOutputsAggregation(options)
self.assertEqual(evaluator.evaluate(tf.constant(10)), 45)
def test_default_evaluator(self, use_tf_while_loop):
options = standard_runner.StandardEvaluatorOptions(
use_tf_while_loop=use_tf_while_loop)
evaluator = TestEvaluator(options)
self.assertEqual(evaluator.evaluate(tf.constant(10)), 10)