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/* Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserve.
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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/operators/net_op.h"
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#include "paddle/operators/scale_op.h"
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namespace paddle {
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namespace operators {
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// identity is a alias of scale op. This is also a example for creating a alias
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// operator.
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template <typename AttrType>
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class IdentityOpMaker : public framework::OpProtoAndCheckerMaker {
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public:
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IdentityOpMaker(framework::OpProto *proto,
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framework::OpAttrChecker *op_checker)
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: OpProtoAndCheckerMaker(proto, op_checker) {
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AddInput("X", "input tensor of identity op");
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AddOutput("Out", "output tensor of identity op");
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AddComment("identity operator. Just a alias of scale op which scale = 1.0");
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}
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};
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template <typename AttrType>
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class IdentityOp : public NetOp {
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public:
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IdentityOp(const std::string &type, const framework::VariableNameMap &inputs,
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const framework::VariableNameMap &outputs,
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const framework::AttributeMap &attrs)
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: NetOp(type, inputs, outputs, attrs) {
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AppendOp(framework::OpRegistry::CreateOp(
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"scale", {{"X", {Input("X")}}}, {{"Out", {Output("Out")}}},
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{{"scale", static_cast<AttrType>(1)}}));
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}
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};
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} // namespace operators
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} // namespace paddle
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namespace ops = paddle::operators;
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REGISTER_OP_WITHOUT_GRADIENT(identity, ops::IdentityOp<float>,
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ops::IdentityOpMaker<float>);
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