Add head_mask and decoder_head_mask to FSMT (#9819)
* Add {decoder_,}head_mask to fsmt_modeling.py
* Enable test_headmasking and some changes to docs
* Remove test_head_masking flag from fsmt test file
Remove test_head_masking flag from test_modeling_fsmt.py
since test_head_masking is set to be True by default (thus it is redundant to store).
* Merge master and remove test_head_masking = True
* Rebase necessary due to an update of jaxlib
* Remove test_head_masking=True in tests/test_modeling_fsmt.py
as it is redundant.
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@@ -111,12 +111,20 @@ def prepare_fsmt_inputs_dict(
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config,
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input_ids,
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attention_mask=None,
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head_mask=None,
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decoder_head_mask=None,
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):
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if attention_mask is None:
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attention_mask = input_ids.ne(config.pad_token_id)
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if head_mask is None:
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head_mask = torch.ones(config.encoder_layers, config.encoder_attention_heads, device=torch_device)
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if decoder_head_mask is None:
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decoder_head_mask = torch.ones(config.decoder_layers, config.decoder_attention_heads, device=torch_device)
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return {
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"input_ids": input_ids,
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"attention_mask": attention_mask,
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"head_mask": head_mask,
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"decoder_head_mask": decoder_head_mask,
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}
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@@ -126,7 +134,6 @@ class FSMTModelTest(ModelTesterMixin, GenerationTesterMixin, unittest.TestCase):
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all_generative_model_classes = (FSMTForConditionalGeneration,) if is_torch_available() else ()
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is_encoder_decoder = True
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test_pruning = False
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test_head_masking = False
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test_missing_keys = False
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def setUp(self):
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