cleanup tf unittests: part 2 (#6260)
* cleanup torch unittests: part 2 * remove trailing comma added by isort, and which breaks flake * one more comma * revert odd balls * part 3: odd cases * more ["key"] -> .key refactoring * .numpy() is not needed * more unncessary .numpy() removed * more simplification
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@@ -145,9 +145,7 @@ class TFXLMModelTester:
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inputs = [input_ids, input_mask]
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result = model(inputs)
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self.parent.assertListEqual(
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list(result["last_hidden_state"].shape), [self.batch_size, self.seq_length, self.hidden_size]
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)
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self.parent.assertEqual(result.last_hidden_state.shape, (self.batch_size, self.seq_length, self.hidden_size))
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def create_and_check_xlm_lm_head(
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self,
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@@ -168,7 +166,7 @@ class TFXLMModelTester:
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result = outputs
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self.parent.assertListEqual(list(result["logits"].shape), [self.batch_size, self.seq_length, self.vocab_size])
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self.parent.assertEqual(result.logits.shape, (self.batch_size, self.seq_length, self.vocab_size))
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def create_and_check_xlm_qa(
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self,
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@@ -188,8 +186,8 @@ class TFXLMModelTester:
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result = model(inputs)
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self.parent.assertListEqual(list(result["start_logits"].shape), [self.batch_size, self.seq_length])
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self.parent.assertListEqual(list(result["end_logits"].shape), [self.batch_size, self.seq_length])
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self.parent.assertEqual(result.start_logits.shape, (self.batch_size, self.seq_length))
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self.parent.assertEqual(result.end_logits.shape, (self.batch_size, self.seq_length))
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def create_and_check_xlm_sequence_classif(
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self,
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@@ -209,7 +207,7 @@ class TFXLMModelTester:
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result = model(inputs)
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self.parent.assertListEqual(list(result["logits"].shape), [self.batch_size, self.type_sequence_label_size])
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self.parent.assertEqual(result.logits.shape, (self.batch_size, self.type_sequence_label_size))
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def create_and_check_xlm_for_token_classification(
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self,
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@@ -227,7 +225,7 @@ class TFXLMModelTester:
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model = TFXLMForTokenClassification(config=config)
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inputs = {"input_ids": input_ids, "attention_mask": input_mask, "token_type_ids": token_type_ids}
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result = model(inputs)
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self.parent.assertListEqual(list(result["logits"].shape), [self.batch_size, self.seq_length, self.num_labels])
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self.parent.assertEqual(result.logits.shape, (self.batch_size, self.seq_length, self.num_labels))
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def create_and_check_xlm_for_multiple_choice(
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self,
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@@ -252,7 +250,7 @@ class TFXLMModelTester:
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"token_type_ids": multiple_choice_token_type_ids,
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}
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result = model(inputs)
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self.parent.assertListEqual(list(result["logits"].shape), [self.batch_size, self.num_choices])
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self.parent.assertEqual(result.logits.shape, (self.batch_size, self.num_choices))
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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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