parse_range.cpp

#include <migraphx/onnx/op_parser.hpp>
#include <migraphx/onnx/checks.hpp>
#include <migraphx/ranges.hpp>
#include <migraphx/instruction.hpp>
#include <migraphx/make_op.hpp>

namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
namespace onnx {

struct parse_range : op_parser<parse_range>
{
    std::vector<op_desc> operators() const { return {{"Range"}}; }

    instruction_ref parse(const op_desc& /*opd*/,
                          const onnx_parser& /*parser*/,
                          onnx_parser::node_info info,
                          std::vector<instruction_ref> args) const
    {
        auto start_arg = args[0]->eval();
        check_arg_empty(start_arg, "PARSE_RANGE: start arg dynamic shape is not supported");
        auto limit_arg = args[1]->eval();
        check_arg_empty(limit_arg, "PARSE_RANGE: limit arg dynamic shape is not supported");
        auto delta_arg = args[2]->eval();
        check_arg_empty(delta_arg, "PARSE_RANGE: delta arg dynamic shape is not supported");

        assert(args[0]->get_shape().elements() == 1 and args[1]->get_shape().elements() == 1 and
               args[2]->get_shape().elements() == 1);

        instruction_ref l0;

        visit_all(start_arg, limit_arg, delta_arg)([&](auto start, auto limit, auto delta) {
            auto start_val = start.front();
            auto limit_val = limit.front();
            auto delta_val = delta.front();

            size_t num_elements = static_cast<size_t>(
                ceil(static_cast<double>(limit_val - start_val) / static_cast<double>(delta_val)));

            assert(num_elements > 0);

            using type = decltype(start_val);

            std::vector<type> range_vals(num_elements);

            std::generate(range_vals.begin(), range_vals.end(), [&]() {
                auto result = start_val;
                start_val += delta_val;
                return result;
            });

            l0 = info.add_literal({shape{args[0]->get_shape().type(), {num_elements}}, range_vals});
        });
        return l0;
    }
};

} // namespace onnx
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx