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"HuggingFace offers a convenient
BertEncoder
interface and adds theSelfAttentionOutput
module on top of the PyTorch-basedTransformerEncoder
.However, due to version iteration issues, directly calling the
BertEncoder
provided by HuggingFace may impact future code maintenance.Therefore, the task at hand is to localize the
BertEncoder
(toBertEncoderLocal
), refactor and implement theBertEncoder
on top of a custom PyTorchTransformerEncoderLayer
, and then call it (toCustomTransformerEncoder
) through the PyTorchTransformerEncoder
. This will prepare the code for future language rewrites in the software."