Add raft-ann-bench script to generate synthetic dataset #2023
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python -m raft-ann-bench.generate_dataset --rows 1000000 --cols 128 --dtype float32 dataset/base.fbin
# After the dataset is generated, you can create query and ground truth files
python -m raft-ann-bench.generate_groundtruth dataset/base.fbin --output=dataset --queries=random --n_queries=10000
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divyegala
requested changes
Nov 26, 2023
| import math | ||
| import sys | ||
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| import cuml |
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No package of RAFT should depend on cuML, it's a circular dependency otherwise.
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This PR adds a Python script to generate synthetic dataset.