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More AutoConfig tests

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This commit is contained in:
Julien Chaumond
2020-01-11 03:43:57 +00:00
parent 6bb3edc300
commit cf8a70bf68
5 changed files with 35 additions and 4 deletions
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10
tests/test_modeling_tf_auto.py
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@@ -19,7 +19,7 @@ import unittest
from transformers import is_tf_available
from .utils import SMALL_MODEL_IDENTIFIER, require_tf, slow
from .utils import DUMMY_UNKWOWN_IDENTIFIER, SMALL_MODEL_IDENTIFIER, require_tf, slow
if is_tf_available():
@@ -30,6 +30,7 @@ if is_tf_available():
TFBertModel,
TFAutoModelWithLMHead,
TFBertForMaskedLM,
TFRobertaForMaskedLM,
TFAutoModelForSequenceClassification,
TFBertForSequenceClassification,
TFAutoModelForQuestionAnswering,
@@ -101,3 +102,10 @@ class TFAutoModelTest(unittest.TestCase):
self.assertIsInstance(model, TFBertForMaskedLM)
self.assertEqual(model.num_parameters(), 14830)
self.assertEqual(model.num_parameters(only_trainable=True), 14830)
def test_from_identifier_from_model_type(self):
logging.basicConfig(level=logging.INFO)
model = TFAutoModelWithLMHead.from_pretrained(DUMMY_UNKWOWN_IDENTIFIER)
self.assertIsInstance(model, TFRobertaForMaskedLM)
self.assertEqual(model.num_parameters(), 14830)
self.assertEqual(model.num_parameters(only_trainable=True), 14830)