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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_auto.py
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@@ -19,7 +19,7 @@ import unittest
from transformers import is_torch_available
from .utils import SMALL_MODEL_IDENTIFIER, require_torch, slow
from .utils import DUMMY_UNKWOWN_IDENTIFIER, SMALL_MODEL_IDENTIFIER, require_torch, slow
if is_torch_available():
@@ -30,6 +30,7 @@ if is_torch_available():
BertModel,
AutoModelWithLMHead,
BertForMaskedLM,
RobertaForMaskedLM,
AutoModelForSequenceClassification,
BertForSequenceClassification,
AutoModelForQuestionAnswering,
@@ -102,3 +103,10 @@ class AutoModelTest(unittest.TestCase):
self.assertIsInstance(model, BertForMaskedLM)
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 = AutoModelWithLMHead.from_pretrained(DUMMY_UNKWOWN_IDENTIFIER)
self.assertIsInstance(model, RobertaForMaskedLM)
self.assertEqual(model.num_parameters(), 14830)
self.assertEqual(model.num_parameters(only_trainable=True), 14830)