added yandex 1B subset dataset generator #4
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GuyAv46
reviewed
Mar 7, 2022
| from joblib import Parallel, delayed | ||
| import multiprocessing | ||
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| def read_fbin(filename, start_idx=0, chunk_size=None): |
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consider having float and int as parameters?
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Im not sure why we need the two functions and not only float, but it is code duplication beside the type, and maybe in the future we will want to support more types
| return arr.reshape(nvecs, dim) | ||
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| def write_fbin(filename, vecs): |
| f.attrs['point_type'] = point_type | ||
| print('train size: %9d * %4d' % train.shape) | ||
| print('test size: %9d * %4d' % test.shape) | ||
| f.create_dataset('train', (len(train), len( |
create_text_to_image_ds.py
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| write_output(train=train_set, test=test_set, fn=f'Text-to-Image-{size}M.hd5f', distance=distance, point_type='float', count=100) | ||
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| if __name__ == "__main__": | ||
| create_ds() |
GuyAv46
approved these changes
Mar 7, 2022
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