#include #include #include #include #include #include #include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { cpp_generator::function& cpp_generator::function::set_body(const module& m, const cpp_generator::generate_module_callback& g) { std::unordered_map names; std::stringstream ss; auto return_ins = std::prev(m.end()); for(auto ins : iterator_for(m)) { ss << "// " << ins->get_operator() << " -> " << ins->get_shape() << "\n"; if(ins->name() == "@param") { names[ins] = migraphx::any_cast(ins->get_operator()).parameter; } else if(ins->name() == "@return") { assert(ins->inputs().size() == 1); return_ins = ins->inputs().front(); } else { std::string n = "z" + std::to_string(names.size()); names[ins] = n; ss << "auto " << n << " = " << g(ins, names) << ";\n"; } } ss << "return " << names.at(return_ins) << ";\n"; body = ss.str(); return *this; } cpp_generator::function& cpp_generator::function::set_types(const module& m) { return cpp_generator::function::set_types(m, [](auto s) { return shape::cpp_type(s.type()); }); } cpp_generator::function& cpp_generator::function::set_types(const module& m, const std::function& parse) { this->params.clear(); auto pmap = m.get_parameter_shapes(); std::map input_map(pmap.begin(), pmap.end()); std::transform( input_map.begin(), input_map.end(), std::back_inserter(this->params), [&](auto&& p) { return param{p.first, parse(p.second)}; }); auto output_shapes = m.get_output_shapes(); assert(not output_shapes.empty()); this->return_type = parse(output_shapes.front()); return *this; } cpp_generator::function& cpp_generator::function::set_generic_types(const module& m) { this->params.clear(); auto pmap = m.get_parameter_shapes(); std::map input_map(pmap.begin(), pmap.end()); std::transform( input_map.begin(), input_map.end(), std::back_inserter(this->params), [&](auto&& p) { return param{p.first, "T" + p.first}; }); std::transform(input_map.begin(), input_map.end(), std::back_inserter(this->tparams), [&](auto&& p) { return "class T" + p.first; }); this->return_type = "auto"; return *this; } struct cpp_generator_impl { std::stringstream fs{}; std::size_t function_count = 0; std::function fmap = nullptr; std::unordered_map point_op_map = {}; }; cpp_generator::cpp_generator() : impl(std::make_unique()) {} cpp_generator::cpp_generator(cpp_generator&&) noexcept = default; cpp_generator& cpp_generator::operator=(cpp_generator rhs) { std::swap(impl, rhs.impl); return *this; } cpp_generator::~cpp_generator() noexcept = default; void cpp_generator::fmap(const std::function& f) { impl->fmap = f; } void cpp_generator::add_point_op(const std::string& op_name, const std::string& code) { impl->point_op_map[op_name] = code; } std::string cpp_generator::generate_point_op(const operation& op, const std::vector& args) { auto v = op.to_value(); std::string code; if(contains(impl->point_op_map, op.name())) { code = impl->point_op_map.at(op.name()); } else { auto attributes = op.attributes(); if(not attributes.contains("point_op")) MIGRAPHX_THROW("op is missing point_op attribute: " + op.name()); code = attributes["point_op"].to(); } return interpolate_string(code, [&](auto start, auto last) -> std::string { auto key = trim({start, last}); if(key.empty()) MIGRAPHX_THROW("Empty parameter"); std::string fselector = "function:"; if(starts_with(key, fselector)) { auto fname = key.substr(fselector.size()); if(impl->fmap == nullptr) return fname; else return impl->fmap(fname); } else if(with_char(::isdigit)(key[0])) { auto i = std::stoul(key); return args.at(i); } else if(v.contains(key)) { return v[key].template to(); } else { return key; } }); } std::string cpp_generator::str() const { return impl->fs.str(); } cpp_generator::function cpp_generator::generate_module(const module& m) { function f; auto name = transform_string(m.name(), [](char c) { if(with_char(::isalnum)(c) or c == '_') return c; return '_'; }); f.set_name(name).set_types(m).set_body( m, [&](instruction_ref ins, const auto& names) -> std::string { if(ins->name() == "@literal") return shape::cpp_type(ins->get_shape().type()) + "(" + ins->get_literal().to_string() + ")"; std::vector args; std::transform(ins->inputs().begin(), ins->inputs().end(), std::back_inserter(args), [&](auto i) { return names.at(i); }); return this->generate_point_op(ins->get_operator(), args); }); return f; } std::string cpp_generator::create_function(const cpp_generator::function& f) { impl->function_count++; if(not f.tparams.empty()) impl->fs << "template<" << join_strings(f.tparams, ", ") << ">\n"; std::string name = f.name.empty() ? "f" + std::to_string(impl->function_count) : f.name; impl->fs << join_strings(f.attributes, " ") << " " << f.return_type << " " << name; char delim = '('; for(auto&& p : f.params) { impl->fs << delim << p.type << " " << p.name; delim = ','; } impl->fs << ") {\n" << f.body << "\n}\n"; return name; } } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx