Fix CXRBertOutput errors

#5
Files changed (1) hide show
  1. modeling_cxrbert.py +4 -2
modeling_cxrbert.py CHANGED
@@ -3,6 +3,7 @@
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  # Licensed under the MIT License (MIT). See LICENSE in the repo root for license information.
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  # ------------------------------------------------------------------------------------------
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  from typing import Any, Optional, Tuple, Union
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  import torch
@@ -16,9 +17,10 @@ from .configuration_cxrbert import CXRBertConfig
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  BERTTupleOutput = Tuple[T, T, T, T, T]
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  class CXRBertOutput(ModelOutput):
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- last_hidden_state: torch.FloatTensor
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- logits: torch.FloatTensor
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  cls_projected_embedding: Optional[torch.FloatTensor] = None
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  hidden_states: Optional[Tuple[torch.FloatTensor]] = None
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  attentions: Optional[Tuple[torch.FloatTensor]] = None
 
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  # Licensed under the MIT License (MIT). See LICENSE in the repo root for license information.
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  # ------------------------------------------------------------------------------------------
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+ from dataclasses import dataclass
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  from typing import Any, Optional, Tuple, Union
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  import torch
 
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  BERTTupleOutput = Tuple[T, T, T, T, T]
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+ @dataclass
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  class CXRBertOutput(ModelOutput):
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+ last_hidden_state: torch.FloatTensor = None
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+ logits: torch.FloatTensor = None
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  cls_projected_embedding: Optional[torch.FloatTensor] = None
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  hidden_states: Optional[Tuple[torch.FloatTensor]] = None
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  attentions: Optional[Tuple[torch.FloatTensor]] = None