提交 afa64a5c 编写于 作者: H heqiaozhi

add cvm unittest

test=develop
上级 e9d79dd5
# Copyright (c) 2019 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 numpy as np
from math import log
from math import exp
from op_test import OpTest
import unittest
class TestCVMOp(OpTest):
"""
Test cvm op with discrete one-hot labels.
"""
def setUp(self):
self.op_type = "cvm"
batch_size = 4
dims = 11
lod = [[1]]
self.inputs = {
'X': (np.random.uniform(0, 1, [1, dims]).astype("float32"), lod),
'CVM': np.array([[0.6, 0.4]]).astype("float32"),
}
self.attrs = {'use_cvm': False}
out = []
for index, emb in enumerate(self.inputs["X"][0]):
out.append(emb[2:])
self.outputs = {'Y': (np.array(out), lod)}
def test_check_output(self):
self.check_output()
if __name__ == '__main__':
unittest.main()
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