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Paddle/python/paddle/fluid/tests/unittests/test_hash_op.py

58 lines
2.5 KiB

# Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import unittest
import numpy as np
from op_test import OpTest
class TestScaleOp(OpTest):
def setUp(self):
self.op_type = "hash"
self.init_test_case()
self.inputs = {'X': (self.in_seq, self.lod)}
self.attrs = {'num_hash': 4, 'mod_by': 10000}
self.outputs = {'Out': (self.out_seq, self.lod)}
def init_test_case(self):
np.random.seed = 1
self.in_seq = np.random.randint(0, 10, (30, 1)).astype("int32")
self.lod = [[9, 4, 11, 6]]
# self.out_seq = np.ones([30, 4, 1], dtype=np.int32)
self.out_seq = [
[[9662], [9217], [1129], [8487]], [[9662], [9217], [1129], [8487]],
[[8310], [1327], [1654], [4567]], [[6897], [3218], [2013], [1241]],
[[9407], [6715], [6949], [8094]], [[8473], [694], [5142], [2479]],
[[8310], [1327], [1654], [4567]], [[6897], [3218], [2013], [1241]],
[[4372], [9456], [8204], [6695]], [[6897], [3218], [2013], [1241]],
[[8473], [694], [5142], [2479]], [[4372], [9456], [8204], [6695]],
[[4372], [9456], [8204], [6695]], [[8473], [694], [5142], [2479]],
[[9407], [6715], [6949], [8094]], [[9369], [4525], [8935], [9210]],
[[4372], [9456], [8204], [6695]], [[4372], [9456], [8204], [6695]],
[[9369], [4525], [8935], [9210]], [[6897], [3218], [2013], [1241]],
[[9038], [7951], [5953], [8657]], [[9407], [6715], [6949], [8094]],
[[9662], [9217], [1129], [8487]], [[9369], [4525], [8935], [9210]],
[[9038], [7951], [5953], [8657]], [[9662], [9217], [1129], [8487]],
[[9369], [4525], [8935], [9210]], [[1719], [5986], [9919], [3421]],
[[4372], [9456], [8204], [6695]], [[9038], [7951], [5953], [8657]]
]
self.out_seq = np.array(self.out_seq)
def test_check_output(self):
self.check_output()
if __name__ == "__main__":
unittest.main()