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Effectively allow encoder_outputs input to be a tuple in pix2struct #23932

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fxmarty
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@fxmarty fxmarty commented Jun 1, 2023

Be consistent with the type hint

encoder_outputs: Optional[Tuple[Tuple[torch.FloatTensor]]] = None,
(which should rather be Optional[Union[Tuple[Tuple[torch.FloatTensor]], OrderedDict]] IMO) and follow what is done with other architectures.

Otherwise, currently, with return_dict=True, an error is raised as we later try to access encoder_outputs.last_hidden_state:

if not return_dict:
return decoder_outputs + encoder_outputs
return Seq2SeqLMOutput(
loss=decoder_outputs.loss,
logits=decoder_outputs.logits,
past_key_values=decoder_outputs.past_key_values,
decoder_hidden_states=decoder_outputs.hidden_states,
decoder_attentions=decoder_outputs.attentions,
cross_attentions=decoder_outputs.cross_attentions,
encoder_last_hidden_state=encoder_outputs.last_hidden_state,
encoder_hidden_states=encoder_outputs.hidden_states,
encoder_attentions=encoder_outputs.attentions,
)

This is blocking for the ONNX export support.

@fxmarty fxmarty changed the title Allow encoder_outputs to be a tuple in pix2struct Effectively allow encoder_outputs input to be a tuple in pix2struct Jun 1, 2023
@HuggingFaceDocBuilderDev
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HuggingFaceDocBuilderDev commented Jun 1, 2023

The documentation is not available anymore as the PR was closed or merged.

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@younesbelkada younesbelkada left a comment

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Thank you for fixing!

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@sgugger sgugger left a comment

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Thanks!

@sgugger sgugger merged commit 9a35a7b into huggingface:main Jun 1, 2023
gojiteji pushed a commit to gojiteji/transformers that referenced this pull request Jun 5, 2023
novice03 pushed a commit to novice03/transformers that referenced this pull request Jun 23, 2023
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4 participants