#include #include #include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace onnx { struct parse_if : op_parser { std::vector operators() const { return {{"If"}}; } std::vector parse(const op_desc& /*opd*/, onnx_parser& parser, const onnx_parser::node_info& info, std::vector args) const { migraphx::argument cond_arg = args.front()->eval(); // cond is not constant, need to create sub_modules if(cond_arg.empty()) { MIGRAPHX_THROW( "PARSE_IF: current implementation requires condition input to be constant!"); } if(cond_arg.get_shape().elements() != 1) { MIGRAPHX_THROW("PARSE_IF: condition input can have only one element!"); } auto* mod = info.mod; // then branch if(cond_arg.at()) { const auto& then_graph = info.attributes.at("then_branch").g(); parser.parse_graph(mod, then_graph); } // else branch else { const auto& else_graph = info.attributes.at("else_branch").g(); parser.parse_graph(mod, else_graph); } // inputs of the return instruction are that of the output of the // if instruction instruction_ref ret_ins = std::prev(mod->end()); auto outputs = ret_ins->inputs(); assert(ret_ins->name() == "@return"); mod->remove_instruction(ret_ins); return outputs; } }; } // namespace onnx } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx