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70 lines
2.2 KiB
70 lines
2.2 KiB
/* Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved.
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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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http://www.apache.org/licenses/LICENSE-2.0
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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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#include "paddle/fluid/framework/ir/placement_pass_base.h"
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#include <memory>
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#include <string>
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#include "paddle/fluid/framework/operator.h"
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namespace paddle {
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namespace framework {
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namespace ir {
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void PlacementPassBase::ApplyImpl(ir::Graph* graph) const {
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VLOG(3) << "Applies " << GetPlacementName() << " placement strategy.";
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std::string attr_name = GetAttrName();
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const auto& op_types_list = GetOpTypesList();
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if (!graph->Has(attr_name)) {
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graph->Set<bool>(attr_name, new bool(true));
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}
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for (const Node* n : graph->Nodes()) {
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if (n->IsOp()) {
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auto* op = n->Op();
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if ((op->HasAttr(attr_name) || op->HasProtoAttr(attr_name)) &&
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IsSupport(op->Type())) {
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if (op_types_list.empty()) {
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op->SetAttr(attr_name, true);
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} else if (std::find(op_types_list.begin(), op_types_list.end(),
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n->Name()) != op_types_list.end()) {
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op->SetAttr(attr_name, true);
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}
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}
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}
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}
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}
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bool PlacementPassBase::IsSupport(const std::string& op_type) const {
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if (GetAttrName() == "use_cudnn") {
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auto& all_kernels = OperatorWithKernel::AllOpKernels();
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auto it = all_kernels.find(op_type);
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if (it == all_kernels.end()) {
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// All control operators don't have kernel.
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return false;
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}
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for (auto& kernel_pair : it->second) {
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if (platform::is_gpu_place(kernel_pair.first.place_) &&
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(kernel_pair.first.library_type_ == LibraryType::kCUDNN)) {
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return true;
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}
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}
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} else if (GetAttrName() == "use_mkldnn") {
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return true;
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}
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return false;
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}
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} // namespace ir
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} // namespace framework
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} // namespace paddle
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