parent
4a3c4b8fa4
commit
c82280e445
@ -1,104 +0,0 @@
|
||||
// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
|
||||
//
|
||||
// Licensed under the Apache License, Version 2.0 (the "License");
|
||||
// you may not use this file except in compliance with the License.
|
||||
// You may obtain a copy of the License at
|
||||
//
|
||||
// http://www.apache.org/licenses/LICENSE-2.0
|
||||
//
|
||||
// Unless required by applicable law or agreed to in writing, software
|
||||
// distributed under the License is distributed on an "AS IS" BASIS,
|
||||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
// See the License for the specific language governing permissions and
|
||||
// limitations under the License.
|
||||
|
||||
#include <string>
|
||||
#include "paddle/fluid/framework/ir/conv_elementwise_add2_act_fuse_pass.h"
|
||||
|
||||
namespace paddle {
|
||||
namespace framework {
|
||||
namespace ir {
|
||||
|
||||
#define GET_IR_NODE(node__) GET_IR_NODE_FROM_SUBGRAPH(node__, node__, pattern);
|
||||
#define GET_NODES \
|
||||
GET_IR_NODE(conv_op); \
|
||||
GET_IR_NODE(conv_out); \
|
||||
GET_IR_NODE(conv_filter); \
|
||||
GET_IR_NODE(elementwise_add_op); \
|
||||
GET_IR_NODE(elementwise_add_in_y); \
|
||||
GET_IR_NODE(elementwise_add_out); \
|
||||
GET_IR_NODE(elementwise_add_op_1); \
|
||||
GET_IR_NODE(elementwise_add_in_y_1); \
|
||||
GET_IR_NODE(elementwise_add_out_1); \
|
||||
GET_IR_NODE(act_op); \
|
||||
GET_IR_NODE(act_out);
|
||||
|
||||
// Inherient the basic infomation from `base_desc`, and modify some fields.
|
||||
framework::proto::OpDesc PrepareOpDesc(
|
||||
const framework::proto::OpDesc& base_desc, const std::string& bias,
|
||||
const std::string& bias1, const std::string& activation,
|
||||
const std::string& output) {
|
||||
auto proto = base_desc;
|
||||
framework::OpDesc desc(proto, nullptr);
|
||||
desc.SetInput("Bias", {bias});
|
||||
desc.SetInput("ResidualData", {bias1});
|
||||
desc.SetAttr("activation", activation);
|
||||
desc.SetOutput("Output", {output});
|
||||
desc.SetAttr("is_test", true);
|
||||
desc.SetAttr("use_cudnn", false);
|
||||
|
||||
return *desc.Proto();
|
||||
}
|
||||
|
||||
void ConvElementwiseAddActFusePass::ApplyImpl(ir::Graph* graph) const {
|
||||
const std::string pattern_name = "conv_elementwise_add_act_fuse";
|
||||
FusePassBase::Init(pattern_name, graph);
|
||||
|
||||
GraphPatternDetector gpd;
|
||||
auto* x = gpd.mutable_pattern()->NewNode("x")->AsInput()->assert_is_op_input(
|
||||
"conv2d", "Input");
|
||||
|
||||
patterns::ConvElementwiseaddAct pattern(gpd.mutable_pattern(), pattern_name);
|
||||
pattern(x);
|
||||
|
||||
auto handler = [&](const GraphPatternDetector::subgraph_t& subgraph,
|
||||
Graph* g) {
|
||||
GET_NODES;
|
||||
|
||||
auto base_op_desc = *conv_op->Op()->Proto();
|
||||
std::string bias_name = elementwise_add_in_y->Name();
|
||||
std::string bias1_name = elementwise_add_in_y_1->Name();
|
||||
std::string act_op_type = act_op->Op()->Type();
|
||||
std::string act_op_out = act_out->Name();
|
||||
|
||||
auto new_op_proto = PrepareOpDesc(base_op_desc, bias_name, bias1_name,
|
||||
act_op_type, act_op_out);
|
||||
framework::OpDesc new_op_desc(new_op_proto, nullptr);
|
||||
|
||||
// Create a new node for the fused op.
|
||||
auto new_conv_op = graph->CreateOpNode(&new_op_desc);
|
||||
|
||||
// Link inputs and outputs.
|
||||
PADDLE_ENFORCE(subgraph.count(x));
|
||||
auto* conv_in_node = subgraph.at(x);
|
||||
|
||||
IR_NODE_LINK_TO(conv_in_node, new_conv_op); // Input
|
||||
IR_NODE_LINK_TO(conv_filter, new_conv_op); // Filter
|
||||
IR_NODE_LINK_TO(elementwise_add_in_y, new_conv_op); // Bias
|
||||
IR_NODE_LINK_TO(elementwise_add_in_y_1, new_conv_op); // ResidualData
|
||||
IR_NODE_LINK_TO(new_conv_op, act_out); // Output
|
||||
|
||||
// Delete the unneeded nodes.
|
||||
GraphSafeRemoveNodes(graph.get(),
|
||||
{conv_op, elementwise_add_op, elementwise_add_op_1,
|
||||
elementwise_add_out});
|
||||
};
|
||||
gpd(graph.get(), handler);
|
||||
}
|
||||
|
||||
} // namespace ir
|
||||
} // namespace framework
|
||||
} // namespace paddle
|
||||
|
||||
REGISTER_PASS(conv_elementwise_add2_act_fuse_pass,
|
||||
paddle::framework::ir::ConvElementwiseAdd2ActFusePass);
|
Loading…
Reference in new issue