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65 lines
2.4 KiB
65 lines
2.4 KiB
// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
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//
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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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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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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/anakin/convert/activation.h"
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#include <algorithm>
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#include <map>
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namespace paddle {
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namespace inference {
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namespace anakin {
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template <typename TargetT, ::anakin::Precision PrecisionT>
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ActivationOpConverter<TargetT, PrecisionT>::ActivationOpConverter(
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const std::string &op_type)
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: op_type_(op_type) {
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auto it = anakin_op_types_.find(op_type_);
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PADDLE_ENFORCE(it != anakin_op_types_.end(),
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"activation op type is not support");
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anakin_op_type_ = it->second;
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}
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template <typename TargetT, ::anakin::Precision PrecisionT>
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void ActivationOpConverter<TargetT, PrecisionT>::operator()(
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const framework::proto::OpDesc &op, const framework::BlockDesc &block_desc,
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const framework::Scope &scope, bool test_mode) {
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framework::OpDesc op_desc(op, nullptr);
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PADDLE_ENFORCE_EQ(op_desc.Input("X").size(), 1);
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PADDLE_ENFORCE_EQ(op_desc.Output("Out").size(), 1);
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auto op_name = op_desc.Type() + ":" + op_desc.Output("Out").front();
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auto input_name = op_desc.Input("X").front();
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auto output_name = op_desc.Output("Out").front();
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this->engine_->AddOp(op_name, "Activation", {input_name}, {output_name});
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this->engine_->AddOpAttr(op_name, "type", anakin_op_type_);
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if (op_type_ == "swish") {
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float beta = boost::get<float>(op_desc.GetAttr("beta"));
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this->engine_->AddOpAttr(op_name, "clip_relu_num", beta);
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}
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if (op_type_ == "relu6") {
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float threshold = boost::get<float>(op_desc.GetAttr("threshold"));
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this->engine_->AddOpAttr(op_name, "clip_relu_num", threshold);
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}
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}
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} // namespace anakin
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} // namespace inference
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} // namespace paddle
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REGISTER_ANAKIN_OP_CONVERTER(sigmoid, SigmoidOpConverter);
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REGISTER_ANAKIN_OP_CONVERTER(tanh, TanhOpConverter);
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REGISTER_ANAKIN_OP_CONVERTER(swish, SwishOpConverter);
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REGISTER_ANAKIN_OP_CONVERTER(relu6, Relu6OpConverter);
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