frigate/docker/rocm/migraphx/tf/parse_slice.cpp
WhiteWolf84 931b31452a upload2
2025-02-03 22:44:02 +01:00

70 lines
2.8 KiB
C++

/*
* 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/tf/tf_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_slice : op_parser<parse_slice>
{
std::vector<op_desc> operators() const { return {{"Slice"}}; }
// Use a literal instruction to replace the shape since output of
// shape operator are literals in migraphx
instruction_ref parse(const op_desc& /*opd*/,
const tf_parser& /*parser*/,
const tf_parser::node_info& info,
std::vector<instruction_ref> args) const
{
auto starts = args[1]->eval().get<int32_t>().to_vector();
auto size = args[2]->eval().get<int32_t>().to_vector();
auto axes = args[0]->get_shape().lens();
size_t num_axes = axes.size();
std::vector<int64_t> axes_int64(axes.begin(), axes.end());
std::vector<int64_t> starts_int64(starts.begin(), starts.end());
std::vector<int64_t> ends(num_axes);
std::vector<int64_t> op_axes(num_axes);
std::iota(op_axes.begin(), op_axes.end(), 0);
for(size_t i = 0; i < num_axes; i++)
{
if(size[i] == -1)
ends[i] = axes_int64[i];
else
ends[i] = starts_int64[i] + size[i];
}
auto op = make_op("slice", {{"starts", starts_int64}, {"ends", ends}, {"axes", op_axes}});
return info.add_instruction(op, info.make_contiguous(args[0]));
}
};
} // namespace tf
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx