#include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace onnx { struct parse_softplus : op_parser { std::vector operators() const { return {{"Softplus"}}; } instruction_ref parse(const op_desc& /*opd*/, const onnx_parser& /*parser*/, const onnx_parser::node_info& info, std::vector args) const { // Apply pointwise formula: y = ln(exp(x) + 1) auto mb_ones = info.add_instruction( migraphx::make_op("multibroadcast", {{"out_lens", args[0]->get_shape().lens()}}), info.add_literal(migraphx::literal{migraphx::shape{args[0]->get_shape().type()}, {1}})); auto exp = info.add_instruction(migraphx::make_op("exp"), args[0]); auto add = info.add_instruction(migraphx::make_op("add"), exp, mb_ones); return info.add_instruction(migraphx::make_op("log"), add); } }; } // namespace onnx } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx