forked from huawei/mindspore2022
72 lines
3.1 KiB
C++
72 lines
3.1 KiB
C++
/**
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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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#include <set>
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#include <map>
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#include <vector>
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#include <memory>
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#include <string>
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#include "ops/assign.h"
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#include "ops/op_utils.h"
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#include "ir/dtype/ref.h"
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namespace mindspore {
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namespace ops {
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AbstractBasePtr InferImplAssign(const abstract::AnalysisEnginePtr &, const PrimitivePtr &primitive,
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const AbstractBasePtrList &args_spec_list) {
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MS_EXCEPTION_IF_NULL(primitive);
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auto prim_name = primitive->name();
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(void)CheckAndConvertUtils::CheckInteger(
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"Assign infer", SizeToLong(CheckAndConvertUtils::GetRemoveMonadAbsNum(args_spec_list)), kEqual, 2, prim_name);
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auto check_types = common_valid_types;
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(void)check_types.emplace(kBool);
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auto variable_type = args_spec_list[0]->BuildType();
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auto value_type = args_spec_list[1]->BuildType();
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CheckAndConvertUtils::CheckScalarOrTensorTypesSame(std::map<std::string, TypePtr>{{"value", value_type}}, check_types,
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prim_name);
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if (variable_type->isa<RefKeyType>()) {
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return args_spec_list[1]->Broaden();
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}
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(void)CheckAndConvertUtils::CheckTensorTypeValid("variable", variable_type, check_types, prim_name);
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auto variable_shape = CheckAndConvertUtils::ConvertShapePtrToShapeMap(args_spec_list[0]->BuildShape())[kShape];
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auto value_shape = CheckAndConvertUtils::ConvertShapePtrToShapeMap(args_spec_list[1]->BuildShape())[kShape];
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if (variable_shape.size() != value_shape.size()) {
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if (variable_shape.size() == 1 && variable_shape[0] == 1 && value_shape.empty()) {
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return args_spec_list[0];
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} else if (value_shape.size() == 1 && value_shape[0] == 1 && variable_shape.empty()) {
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return args_spec_list[0];
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} else {
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MS_EXCEPTION(ValueError) << "For " << prim_name << ", the rank of value is " << value_shape.size()
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<< ". It should be same with variable's rank " << variable_shape.size() << ".";
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}
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}
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for (uint64_t i = 0; i < variable_shape.size(); i++) {
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if (variable_shape[i] != value_shape[i]) {
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MS_EXCEPTION(ValueError) << "For " << prim_name << ", the shape of value is "
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<< args_spec_list[1]->BuildShape()->ToString()
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<< ". It should be same with variable's shape "
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<< args_spec_list[0]->BuildShape()->ToString() << ".";
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}
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}
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return args_spec_list[0];
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}
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REGISTER_PRIMITIVE_EVAL_IMPL(Assign, prim::kPrimAssign, InferImplAssign, nullptr, true);
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} // namespace ops
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} // namespace mindspore
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