#include #include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace onnx { struct parse_roialign : op_parser { std::vector operators() const { return {{"RoiAlign"}}; } instruction_ref parse(const op_desc& /*opd*/, const onnx_parser& /*parser*/, onnx_parser::node_info info, const std::vector& args) const { std::string coord_trans_mode = "half_pixel"; if(contains(info.attributes, "coordinate_transformation_mode")) { coord_trans_mode = info.attributes.at("coordinate_transformation_mode").s(); } if(not contains({"half_pixel", "output_half_pixel"}, coord_trans_mode)) { MIGRAPHX_THROW("coordinate_transformation_mode \"" + coord_trans_mode + "\": invalid value!"); } std::string mode = "avg"; if(contains(info.attributes, "mode")) { mode = info.attributes.at("mode").s(); } int64_t output_height = 1; if(contains(info.attributes, "output_height")) { output_height = info.attributes.at("output_height").i(); } int64_t output_width = 1; if(contains(info.attributes, "output_width")) { output_width = info.attributes.at("output_width").i(); } int64_t sampling_ratio = 0; if(contains(info.attributes, "sampling_ratio")) { sampling_ratio = info.attributes.at("sampling_ratio").i(); } float spatial_scale = 1.0f; if(contains(info.attributes, "spatial_scale")) { spatial_scale = info.attributes.at("spatial_scale").f(); } return info.add_instruction(make_op("roialign", {{"coordinate_transformation_mode", coord_trans_mode}, {"mode", mode}, {"output_height", output_height}, {"output_width", output_width}, {"sampling_ratio", sampling_ratio}, {"spatial_scale", spatial_scale}}), args); } }; } // namespace onnx } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx