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55 lines
2.2 KiB
55 lines
2.2 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/roi_align.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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void RoiAlignOpConverter<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.Input("ROIs").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_x_name = op_desc.Input("X").front();
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auto input_rois_name = op_desc.Input("ROIs").front();
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auto output_name = op_desc.Output("Out").front();
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auto spatial_scale = boost::get<float>(op_desc.GetAttr("spatial_scale"));
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auto pooled_height = boost::get<int>(op_desc.GetAttr("pooled_height"));
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auto pooled_width = boost::get<int>(op_desc.GetAttr("pooled_width"));
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auto sampling_ratio = boost::get<int>(op_desc.GetAttr("sampling_ratio"));
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this->engine_->AddOp(op_name, "RoiAlign", {input_x_name, input_rois_name},
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{output_name});
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this->engine_->AddOpAttr(op_name, "spatial_scale", spatial_scale);
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this->engine_->AddOpAttr(op_name, "pooled_height", pooled_height);
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this->engine_->AddOpAttr(op_name, "pooled_width", pooled_width);
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this->engine_->AddOpAttr(op_name, "sampling_ratio", sampling_ratio);
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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(roi_align, RoiAlignOpConverter);
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