forked from huawei/mindspore2022
58 lines
2.1 KiB
C++
58 lines
2.1 KiB
C++
/**
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* This is the C++ adaptation and derivative work of Myia (https://github.com/mila-iqia/myia/).
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*
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* Copyright 2019 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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#ifndef PIPELINE_STATIC_ANALYSIS_UTILS_H_
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#define PIPELINE_STATIC_ANALYSIS_UTILS_H_
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#include <vector>
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#include <utility>
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#include <memory>
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#include <string>
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#include "pipeline/static_analysis/abstract_value.h"
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#include "utils/any.h"
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#include "utils/misc.h"
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#include "utils/convert_utils.h"
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#include "ir/primitive.h"
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namespace mindspore {
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namespace abstract {
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ValuePtr ValueJoin(const ValuePtr &value1, const ValuePtr &value2);
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TypePtr TypeJoin(const TypePtr &type1, const TypePtr &type2);
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ShapePtr ShapeJoin(const ShapePtr &shape1, const ShapePtr &shape2);
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AbstractBasePtr AbstractJoin(const AbstractBasePtrList &args_spec_list);
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AbstractBasePtrList AbstractJoin(const AbstractBasePtrList &spec1, const AbstractBasePtrList &spec2);
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// Return an abstract value for the sensitivity of x.
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// The sensitivity of a function is an Env
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// The sensitivity of J(x) is x
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// else self.Clone;
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AbstractBasePtr SensitivityTransform(const AbstractBasePtr &spec);
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TypePtr CheckTypeList(const TypePtr &predicate, const TypePtrList &args_type_list);
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bool CheckType(const TypePtr &expected_type, const TypePtr &x);
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int GetPositiveAxis(int axis_value, size_t increment);
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// Get broadcasted shape for binary element-wise operation
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ShapePtr GetBroadcastShape(const std::string &op, const AbstractTensorPtr &tensor_x, const AbstractTensorPtr &tensor_y);
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} // namespace abstract
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} // namespace mindspore
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#endif // PIPELINE_STATIC_ANALYSIS_UTILS_H_
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