Remove batch encoder #34
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J535D165
reviewed
Nov 28, 2021
| for x in tqdm(encoded.input_ids): | ||
| embeddings.append(model(x.unsqueeze(0), output_hidden_states=False)[-1].detach().numpy().squeeze()) # noqa: E501 | ||
| for x in tqdm(encoded): | ||
| embeddings.append(model(**x, output_hidden_states=False)[-1].detach().numpy().squeeze()) # noqa: E501 |
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This PR removes the batch encoder. While the performance was better, it removed the ability of variable length abstracts. Retained is the removal of storing embeddings to the result dataframe.