Added test for AlbertForTokenClassification
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@@ -207,6 +207,25 @@ class AlbertModelTest(ModelTesterMixin, unittest.TestCase):
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self.parent.assertListEqual(list(result["logits"].size()), [self.batch_size, self.num_labels])
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self.check_loss_output(result)
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def create_and_check_albert_for_token_classification(
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self, config, input_ids, token_type_ids, input_mask, sequence_labels, token_labels, choice_labels
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):
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config.num_labels = self.num_labels
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model = AlbertForTokenClassification(config=config)
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model.to(torch_device)
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model.eval()
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loss, logits = model(
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input_ids, attention_mask=input_mask, token_type_ids=token_type_ids, labels=token_labels
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)
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result = {
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"loss": loss,
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"logits": logits,
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}
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self.parent.assertListEqual(
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list(result["logits"].size()), [self.batch_size, self.seq_length, self.num_labels]
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)
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self.check_loss_output(result)
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def prepare_config_and_inputs_for_common(self):
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config_and_inputs = self.prepare_config_and_inputs()
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(
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