/* * The MIT License (MIT) * * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN * THE SOFTWARE. */ #include #include #include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace tf { struct parse_pack : op_parser { std::vector operators() const { return {{"Pack"}}; } instruction_ref parse(const op_desc& /*opd*/, const tf_parser& parser, tf_parser::node_info info, std::vector args) const { // reinterpret as unsqueeze with concat std::vector unsqueezed_args; int64_t axis = 0; if(contains(info.attributes, "axis")) axis = info.attributes.at("axis").i(); size_t input_size = args.front()->get_shape().lens().size(); if(axis > input_size) { MIGRAPHX_THROW("TF_PARSER: axis value of " + to_string(axis) + " must be smaller than input size " + to_string(input_size)); } std::transform( args.begin(), args.end(), std::back_inserter(unsqueezed_args), [&](instruction_ref arg) { return info.add_instruction(make_op("unsqueeze", {{"axes", {axis}}}), arg); }); return parser.to_nhwc( info.add_instruction(make_op("concat", {{"axis", axis}}), unsqueezed_args)); } }; } // namespace tf } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx