def test_without_experimental_new_converter(self):
args = [
'--saved_model_dir=/tmp/saved_model/',
'--output_file=/tmp/output.tflite',
]
# V1 parser.
parser = tflite_convert._get_parser(False)
parsed_args = parser.parse_args(args)
self.assertFalse(parsed_args.experimental_new_converter)
# V2 parser.
parser = tflite_convert._get_parser(True)
parsed_args = parser.parse_args(args)
self.assertFalse(parsed_args.experimental_new_converter)
def test_experimental_new_quantizer(self):
args = [
'--saved_model_dir=/tmp/saved_model/',
'--output_file=/tmp/output.tflite',
'--experimental_new_quantizer',
]
# V1 parser.
parser = tflite_convert._get_parser(use_v2_converter=False)
parsed_args = parser.parse_args(args)
self.assertTrue(parsed_args.experimental_new_quantizer)
# V2 parser.
parser = tflite_convert._get_parser(use_v2_converter=True)
parsed_args = parser.parse_args(args)
self.assertTrue(parsed_args.experimental_new_quantizer)
def test_without_experimental_new_converter(self):
args = [
'--saved_model_dir=/tmp/saved_model/',
'--output_file=/tmp/output.tflite',
]
# Note that when the flag parses to None, the converter uses the default
# value, which is True.
# V1 parser.
parser = tflite_convert._get_parser(use_v2_converter=False)
parsed_args = parser.parse_args(args)
self.assertIsNone(parsed_args.experimental_new_converter)
# V2 parser.
parser = tflite_convert._get_parser(use_v2_converter=True)
parsed_args = parser.parse_args(args)
self.assertIsNone(parsed_args.experimental_new_converter)
def test_experimental_new_quantizer(self, use_v2_converter, new_quantizer):
args = [
'--saved_model_dir=/tmp/saved_model/',
'--output_file=/tmp/output.tflite',
'--experimental_new_quantizer={}'.format(new_quantizer),
]
parser = tflite_convert._get_parser(use_v2_converter=use_v2_converter)
parsed_args = parser.parse_args(args)
self.assertEqual(parsed_args.experimental_new_quantizer, new_quantizer)
def test_experimental_new_converter_none(self, use_v2_converter):
args = [
'--saved_model_dir=/tmp/saved_model/',
'--output_file=/tmp/output.tflite',
'--experimental_new_converter',
]
parser = tflite_convert._get_parser(use_v2_converter=use_v2_converter)
parsed_args = parser.parse_args(args)
self.assertTrue(parsed_args.experimental_new_converter)