!6347 support not in and add check for grad_with_sens with no sense provided
Merge pull request !6347 from zhangbuxue/support_not_in_and_add_check_for_grad_with_sens_with_no_sense_providedpull/6347/MERGE
mindspore-ci-bot
5 years ago
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# Copyright 2020 Huawei Technologies Co., Ltd
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ============================================================================
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"""Implementation for internal polymorphism `not in` operations."""
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from . import _constexpr_utils as const_utils
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from ... import functional as F
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from ...composite import base
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not_in_ = base.MultitypeFuncGraph("not_in", True)
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"""
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"not_in_" is a multi type func graph object which will determine if a not in b.
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using ".register" decorator
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"""
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@not_in_.register("Number", "Tuple")
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def _number_not_in_tuple(x, y):
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"""
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Determine if a number not in tuple.
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Args:
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x (Number): x
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y (tuple): y
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Returns:
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bool, if x not in y return true, x in y return false.
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"""
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return not const_utils.scalar_in_sequence(x, y)
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@not_in_.register("Number", "List")
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def _number_not_in_list(x, y):
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"""
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Determine if a number not in list.
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Args:
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x (Number): x
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y (list): y
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Returns:
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bool, if x not in y return true, x in y return false.
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"""
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return not const_utils.scalar_in_sequence(x, y)
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@not_in_.register("String", "Tuple")
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def _string_not_in_tuple(x, y):
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"""
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Determine if a str not in a tuple.
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Args:
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x (str): x
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y (tuple): y
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Returns:
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bool, if x not in y return true, x in y return false.
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"""
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return not const_utils.scalar_in_sequence(x, y)
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@not_in_.register("String", "List")
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def _string_not_in_list(x, y):
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"""
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Determine if a str not in a list.
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Args:
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x (str): x
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y (list): y
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Returns:
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bool, if x not in y return true, x in y return false.
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"""
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return not const_utils.scalar_in_sequence(x, y)
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@not_in_.register("String", "Dictionary")
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def _str_not_in_dict(x, y):
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"""
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Determine if a str not in dict.
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Args:
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x: str
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y: dict
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Returns:
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bool, if x not in y return true, x in y return false.
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"""
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return F.not_in_dict(x, y)
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@ -0,0 +1,56 @@
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# Copyright 2020 Huawei Technologies Co., Ltd
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ============================================================================
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""" test not in"""
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import numpy as np
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import mindspore.nn as nn
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from mindspore import context, Tensor
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context.set_context(mode=context.GRAPH_MODE)
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def test_number_not_in_tuple():
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class Net(nn.Cell):
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def __init__(self):
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super(Net, self).__init__()
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self.tuple_ = (2, 3, 4)
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self.list_ = [2, 3, 4]
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self.dict_ = {"a": Tensor(np.ones([1, 2, 3], np.int32)),
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"b": Tensor(np.ones([1, 2, 3], np.int32)),
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"c": Tensor(np.ones([1, 2, 3], np.int32))}
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self.number_in = 3
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self.number_not_in = 5
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self.str_in = "a"
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self.str_not_in = "e"
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def construct(self):
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ret = 0
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if self.number_in not in self.tuple_:
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ret += 1
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if self.number_not_in not in self.tuple_:
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ret += 1
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if self.number_in not in self.list_:
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ret += 3
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if self.number_not_in not in self.list_:
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ret += 3
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if self.str_in not in self.dict_:
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ret += 5
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if self.str_not_in not in self.dict_:
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ret += 5
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return ret
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net = Net()
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output = net()
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assert output == 9
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