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

84 lines
3.2 KiB
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/onnx/checks.hpp>
#include <migraphx/ranges.hpp>
#include <migraphx/instruction.hpp>
#include <migraphx/make_op.hpp>
namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
namespace onnx {
struct parse_range : op_parser<parse_range>
{
std::vector<op_desc> operators() const { return {{"Range"}}; }
instruction_ref parse(const op_desc& /*opd*/,
const onnx_parser& /*parser*/,
onnx_parser::node_info info,
std::vector<instruction_ref> args) const
{
auto start_arg = args[0]->eval();
check_arg_empty(start_arg, "PARSE_RANGE: start arg dynamic shape is not supported");
auto limit_arg = args[1]->eval();
check_arg_empty(limit_arg, "PARSE_RANGE: limit arg dynamic shape is not supported");
auto delta_arg = args[2]->eval();
check_arg_empty(delta_arg, "PARSE_RANGE: delta arg dynamic shape is not supported");
assert(args[0]->get_shape().elements() == 1 and args[1]->get_shape().elements() == 1 and
args[2]->get_shape().elements() == 1);
instruction_ref l0;
visit_all(start_arg, limit_arg, delta_arg)([&](auto start, auto limit, auto delta) {
auto start_val = start.front();
auto limit_val = limit.front();
auto delta_val = delta.front();
size_t num_elements =
ceil(static_cast<double>(limit_val - start_val) / static_cast<double>(delta_val));
assert(num_elements > 0);
using type = decltype(start_val);
std::vector<type> range_vals(num_elements);
std::generate(range_vals.begin(), range_vals.end(), [&]() {
auto result = start_val;
start_val += delta_val;
return result;
});
l0 = info.add_literal({shape{args[0]->get_shape().type(), {num_elements}}, range_vals});
});
return l0;
}
};
} // namespace onnx
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx