mirror of
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105 lines
4.0 KiB
C++
105 lines
4.0 KiB
C++
/*
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* The MIT License (MIT)
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*
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* Copyright (c) 2015-2023 Advanced Micro Devices, Inc. All rights reserved.
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to deal
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* in the Software without restriction, including without limitation the rights
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* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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* copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in
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* all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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* THE SOFTWARE.
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*/
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#include <migraphx/op/common.hpp>
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#include <migraphx/onnx/op_parser.hpp>
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#include <migraphx/onnx/checks.hpp>
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#include <migraphx/ranges.hpp>
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#include <migraphx/instruction.hpp>
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#include <migraphx/make_op.hpp>
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namespace migraphx {
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inline namespace MIGRAPHX_INLINE_NS {
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namespace onnx {
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struct parse_roialign : op_parser<parse_roialign>
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{
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std::vector<op_desc> operators() const { return {{"RoiAlign"}}; }
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instruction_ref parse(const op_desc& /*opd*/,
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const onnx_parser& parser,
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onnx_parser::node_info info,
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const std::vector<instruction_ref>& args) const
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{
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std::string coord_trans_mode =
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parser.opset_version >= 16 ? "half_pixel" : "output_half_pixel";
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if(const auto* a = "coordinate_transformation_mode"; contains(info.attributes, a))
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{
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coord_trans_mode = info.attributes.at(a).s();
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}
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if(not contains({"half_pixel", "output_half_pixel"}, coord_trans_mode))
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{
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MIGRAPHX_THROW("coordinate_transformation_mode \"" + coord_trans_mode +
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"\": invalid value!");
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}
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migraphx::op::pooling_mode rmode(migraphx::op::pooling_mode::average);
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if(contains(info.attributes, "mode"))
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{
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// read mode; default is "avg"
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if(info.attributes.at("mode").s() == "max")
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{
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rmode = migraphx::op::pooling_mode::max;
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}
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}
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int64_t output_height = 1;
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if(contains(info.attributes, "output_height"))
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{
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output_height = info.attributes.at("output_height").i();
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}
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int64_t output_width = 1;
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if(contains(info.attributes, "output_width"))
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{
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output_width = info.attributes.at("output_width").i();
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}
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int64_t sampling_ratio = 0;
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if(contains(info.attributes, "sampling_ratio"))
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{
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sampling_ratio = info.attributes.at("sampling_ratio").i();
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}
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float spatial_scale = 1.0f;
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if(contains(info.attributes, "spatial_scale"))
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{
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spatial_scale = info.attributes.at("spatial_scale").f();
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}
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return info.add_instruction(make_op("roialign",
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{{"coordinate_transformation_mode", coord_trans_mode},
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{"mode", rmode},
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{"output_height", output_height},
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{"output_width", output_width},
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{"sampling_ratio", sampling_ratio},
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{"spatial_scale", spatial_scale}}),
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args);
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}
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};
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} // namespace onnx
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} // namespace MIGRAPHX_INLINE_NS
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} // namespace migraphx
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