liuxiao93
4 years ago
parent
0db846978e
commit
46b8ab3c40
@ -1,65 +0,0 @@
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/**
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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 "backend/optimizer/ascend/format_type/insert_reshape_for_extract_image_patches_op.h"
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#include <memory>
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#include "backend/optimizer/ascend/ascend_helper.h"
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#include "backend/session/anf_runtime_algorithm.h"
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#include "utils/utils.h"
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#include "base/core_ops.h"
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namespace mindspore {
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namespace opt {
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const BaseRef InsertReshapeForExtractImagePatchesOp::DefinePattern() const {
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VarPtr Xs = std::make_shared<SeqVar>();
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return VectorRef({prim::kPrimExtractImagePatches, Xs});
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}
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const AnfNodePtr InsertReshapeForExtractImagePatchesOp::Process(const FuncGraphPtr &func_graph, const AnfNodePtr &node,
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const EquivPtr &equiv) const {
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MS_EXCEPTION_IF_NULL(func_graph);
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MS_EXCEPTION_IF_NULL(equiv);
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auto extract = CheckAnfNodeIfCNodeAndInputSize(node, 2);
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MS_EXCEPTION_IF_NULL(extract);
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auto in_node = extract->input(1);
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MS_EXCEPTION_IF_NULL(in_node);
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auto extract_kernel_build_info = AnfAlgo::GetSelectKernelBuildInfo(extract);
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auto in_node_kernel_build_info = AnfAlgo::GetSelectKernelBuildInfo(in_node);
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MS_EXCEPTION_IF_NULL(extract_kernel_build_info);
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MS_EXCEPTION_IF_NULL(in_node_kernel_build_info);
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std::vector<AnfNodePtr> reshape_inputs = {NewValueNode(std::make_shared<Primitive>(prim::kPrimReshape->name())),
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in_node};
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auto reshape_builder = std::make_shared<kernel::KernelBuildInfo::KernelBuildInfoBuilder>();
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reshape_builder->SetInputsFormat({kOpFormat_NC1HWC0});
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reshape_builder->SetOutputsFormat({kOpFormat_NC1HWC0});
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reshape_builder->SetInputsDeviceType({AnfAlgo::GetOutputDeviceDataType(in_node, 0)});
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reshape_builder->SetOutputsDeviceType({AnfAlgo::GetOutputDeviceDataType(in_node, 0)});
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reshape_builder->SetKernelType(in_node_kernel_build_info->kernel_type());
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reshape_builder->SetFusionType(in_node_kernel_build_info->fusion_type());
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reshape_builder->SetProcessor(in_node_kernel_build_info->processor());
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auto reshape = func_graph->NewCNode(reshape_inputs);
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reshape->set_scope(in_node->scope());
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auto shape_tmp = AnfAlgo::GetOutputInferShape(in_node, 0);
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AnfAlgo::SetOutputInferTypeAndShape({AnfAlgo::GetOutputDeviceDataType(in_node, 0)},
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{{shape_tmp[0], shape_tmp[2], shape_tmp[3], shape_tmp[1]}}, reshape.get());
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AnfAlgo::SetSelectKernelBuildInfo(reshape_builder->Build(), reshape.get());
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AnfAlgo::SetNodeAttr("nop_op", MakeValue(true), reshape);
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AnfAlgo::SetNodeInput(extract, reshape, 0);
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return extract;
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}
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} // namespace opt
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} // namespace mindspore
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@ -1,41 +0,0 @@
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/**
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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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#ifndef MINDSPORE_CCSRC_BACKEND_OPTIMIZER_ASCEND_FORMAT_TYPE_INSERT_RESHAPE_FOR_EXTRACT_IMAGE_PATCHES_OP_H
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#define MINDSPORE_CCSRC_BACKEND_OPTIMIZER_ASCEND_FORMAT_TYPE_INSERT_RESHAPE_FOR_EXTRACT_IMAGE_PATCHES_OP_H
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#include <vector>
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#include <string>
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#include <utility>
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#include <memory>
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#include "ir/anf.h"
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#include "backend/optimizer/common/pattern_engine.h"
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#include "backend/optimizer/common/helper.h"
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#include "backend/optimizer/common/optimizer.h"
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namespace mindspore {
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namespace opt {
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class InsertReshapeForExtractImagePatchesOp : public PatternProcessPass {
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public:
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explicit InsertReshapeForExtractImagePatchesOp(bool multigraph = true)
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: PatternProcessPass("insert_reshape_for_extract_image_patches_op", multigraph) {}
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~InsertReshapeForExtractImagePatchesOp() override = default;
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const BaseRef DefinePattern() const override;
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const AnfNodePtr Process(const FuncGraphPtr &, const AnfNodePtr &, const EquivPtr &) const override;
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};
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} // namespace opt
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} // namespace mindspore
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#endif // MINDSPORE_CCSRC_BACKEND_OPTIMIZER_ASCEND_FORMAT_TYPE_INSERT_RESHAPE_FOR_EXTRACT_IMAGE_PATCHES_OP_H
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