frigate/docker/rocm/migraphx/tf/parse_biasadd.cpp

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2025-02-04 00:44:02 +03:00
/*
* 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 <migraphx/tf/op_parser.hpp>
#include <migraphx/ranges.hpp>
#include <migraphx/instruction.hpp>
#include <migraphx/make_op.hpp>
namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
namespace tf {
struct parse_biasadd : op_parser<parse_biasadd>
{
bool transpose() const { return true; }
std::vector<op_desc> operators() const { return {{"BiasAdd"}}; }
instruction_ref parse(const op_desc& /*opd*/,
const tf_parser& /*parser*/,
const tf_parser::node_info& info,
std::vector<instruction_ref> args) const
{
uint64_t axis = 1; // assume output of previous layer is in NCHW (broadcast on channel)
auto l0 = info.add_instruction(
make_op("broadcast", {{"axis", axis}, {"out_lens", args[0]->get_shape().lens()}}),
args[1]);
return info.add_instruction(make_op("add"), args[0], l0);
}
};
} // namespace tf
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx