faiss/gpu/perf/slow.py

25 lines
646 B
Python

# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
#! /usr/bin/env python3
# this is a slow computation to test whether ctrl-C handling works
import faiss
import numpy as np
def test_slow():
d = 256
index = faiss.index_cpu_to_gpu(faiss.StandardGpuResources(),
0, faiss.IndexFlatL2(d))
x = np.random.rand(10 ** 6, d).astype('float32')
print('add')
index.add(x)
print('search')
index.search(x, 10)
print('done')
if __name__ == '__main__':
test_slow()