frigate/docker/rocm/migraphx/onnx/parse_scatter.cpp
WhiteWolf84 7eefb89bf6 upload
2025-02-03 22:01:20 +01:00

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C++

/*
* The MIT License (MIT)
*
* Copyright (c) 2015-2024 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/onnx/op_parser.hpp>
#include <migraphx/instruction.hpp>
#include <migraphx/ranges.hpp>
#include <migraphx/make_op.hpp>
namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
namespace onnx {
struct parse_scatter : op_parser<parse_scatter>
{
std::vector<op_desc> operators() const { return {{"ScatterElements"}, {"Scatter"}}; }
instruction_ref parse(const op_desc& /*opd*/,
const onnx_parser& /*parser*/,
const onnx_parser::node_info& info,
const std::vector<instruction_ref>& args) const
{
operation op;
std::string reduction = "none";
int axis = 0;
if(contains(info.attributes, "axis"))
axis = info.attributes.at("axis").i();
if(contains(info.attributes, "reduction"))
{
reduction = info.attributes.at("reduction").s();
// check for a valid reduction attribute. We have an operator for each one.
if(not contains({"none", "add", "mul", "min", "max"}, reduction))
MIGRAPHX_THROW("PARSE_SCATTER: unsupported reduction mode " + reduction);
// merge scatter with reduction attribute to specify which scatter operation. Future
// reduction op names should follow this pattern and should also be added to the check
// above.
}
op = migraphx::make_op("scatter_" + reduction, {{"axis", axis}});
return info.add_instruction(op, args);
}
};
} // namespace onnx
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx