Created
November 17, 2019 15:25
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"""Convert a list of InputFeatures to np.arrays"""
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| def features_to_arrays(features): | |
| """Convert a list of InputFeatures to np.arrays""" | |
| all_input_ids = [] | |
| all_input_mask = [] | |
| all_segment_ids = [] | |
| for feature in features: | |
| all_input_ids.append(feature.input_ids) | |
| all_input_mask.append(feature.input_mask) | |
| all_segment_ids.append(feature.input_type_ids) | |
| return (np.array(all_input_ids, dtype='int32'), | |
| np.array(all_input_mask, dtype='int32'), | |
| np.array(all_segment_ids, dtype='int32')) | |
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