Add scores for generated text in inference mode #164
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Background:
I was using the T5 model and wanted to get the scores at inference mode along with the generated text. However, this feature is not supported by T5 at the moment and I was advised to implement this feature and raise a pull request. Please see google-research/text-to-text-transfer-transformer#311. for more details.
This PR implemented this function to add the scores(log likelihood) along the generated text in the outputs when a model is exported in SavedModel format.
Changed file:
./mesh/mesh_tensorflow/transformer/utils.py
SignatureDef Diff
Below is how a T5 MTF SavedModel SignatureDef looks like before the change:
Below is how a T5 MTF SavedModel SignatureDef looks like after the change: