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