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Paddle/paddle/fluid/framework/ir/conv_bn_fuse_pass.h

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2.1 KiB

// 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.
#pragma once
#include <string>
#include "paddle/fluid/framework/ir/fuse_pass_base.h"
#include "paddle/fluid/framework/ir/graph.h"
#include "paddle/fluid/framework/ir/graph_pattern_detector.h"
namespace paddle {
namespace framework {
namespace ir {
/*
* Fuse the Conv and BatchNorm to a ConvBNMKLDNNOp.
*/
class Graph;
class ConvBNFusePass : public FusePassBase {
public:
virtual ~ConvBNFusePass() {}
virtual std::string conv_type() const { return "conv2d"; }
protected:
void ApplyImpl(ir::Graph* graph) const override;
const std::string name_scope_{"conv_bn_fuse"};
};
class ConvEltwiseAddBNFusePass : public FusePassBase {
public:
virtual ~ConvEltwiseAddBNFusePass() {}
virtual std::string conv_type() const { return "conv2d"; }
protected:
void ApplyImpl(ir::Graph* graph) const override;
const std::string name_scope_{"conv_eltwiseadd_bn_fuse"};
};
class ConvTransposeBNFusePass : public ConvBNFusePass {
public:
std::string conv_type() const { return "conv2d_transpose"; }
};
class ConvTransposeEltwiseAddBNFusePass : public ConvEltwiseAddBNFusePass {
public:
std::string conv_type() const { return "conv2d_transpose"; }
};
class DepthwiseConvBNFusePass : public ConvBNFusePass {
public:
std::string conv_type() const { return "depthwise_conv2d"; }
};
class DepthwiseConvEltwiseAddBNFusePass : public ConvEltwiseAddBNFusePass {
public:
std::string conv_type() const { return "depthwise_conv2d"; }
};
} // namespace ir
} // namespace framework
} // namespace paddle