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70 lines
2.2 KiB
70 lines
2.2 KiB
/* Copyright (c) 2018 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/inference/analysis/tensorrt_subgraph_pass.h"
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#include <gflags/gflags.h>
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#include <gtest/gtest.h>
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#include "paddle/fluid/inference/analysis/dfg_graphviz_draw_pass.h"
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#include "paddle/fluid/inference/analysis/ut_helper.h"
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namespace paddle {
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namespace inference {
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namespace analysis {
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DEFINE_string(dot_dir, "./", "");
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TEST(TensorRTSubGraphPass, main) {
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std::unordered_set<std::string> teller_set(
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{"elementwise_add", "mul", "sigmoid"});
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SubGraphSplitter::NodeInsideSubgraphTeller teller = [&](const Node* node) {
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if (node->type() != Node::Type::kFunction) return false;
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const auto* func = static_cast<const Function*>(node);
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if (teller_set.count(func->func_type())) return true;
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return false;
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};
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Argument argument(FLAGS_inference_model_dir);
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DFG_GraphvizDrawPass::Config config{FLAGS_dot_dir, "origin"};
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DFG_GraphvizDrawPass::Config config1{FLAGS_dot_dir, "fusion"};
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DFG_GraphvizDrawPass dfg_pass(config);
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DFG_GraphvizDrawPass dfg_pass1(config1);
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FluidToDataFlowGraphPass pass0;
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TensorRTSubGraphPass trt_pass(std::move(teller));
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dfg_pass.Initialize(&argument);
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dfg_pass1.Initialize(&argument);
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pass0.Initialize(&argument);
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trt_pass.Initialize(&argument);
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argument.main_dfg.reset(new DataFlowGraph);
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pass0.Run(argument.main_dfg.get());
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dfg_pass.Run(argument.main_dfg.get());
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trt_pass.Run(argument.main_dfg.get());
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dfg_pass1.Run(argument.main_dfg.get());
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// Check the TRT op's block desc
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for (auto& node : argument.main_dfg->nodes.nodes()) {
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if (node->IsFunctionBlock()) {
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LOG(INFO) << "get function block";
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}
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}
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}
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} // namespace analysis
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} // namespace inference
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} // namespace paddle
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