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TheRock/rocm-libraries/projects/rocprim/benchmark/benchmark_device_reduce.hpp
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Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

135 lines
4.8 KiB
C++

// MIT License
//
// Copyright (c) 2022-2026 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.
#pragma once
#include "primbench.hpp"
#include "benchmark_utils.hpp"
#include "../common/utils_device_ptr.hpp"
#include <hip/hip_runtime.h>
#include <rocprim/block/block_reduce.hpp>
#include <rocprim/device/config_types.hpp>
#include <rocprim/device/detail/device_config_helper.hpp>
#include <rocprim/device/device_reduce.hpp>
#include <rocprim/functional.hpp>
#include <cstddef>
#include <string>
#include <vector>
constexpr const char* get_reduce_method_name(rocprim::block_reduce_algorithm alg)
{
switch(alg)
{
case rocprim::block_reduce_algorithm::raking_reduce: return "raking_reduce";
case rocprim::block_reduce_algorithm::raking_reduce_commutative_only:
return "raking_reduce_commutative_only";
case rocprim::block_reduce_algorithm::using_warp_reduce:
return "using_warp_reduce";
// Not using `default: ...` because it kills effectiveness of -Wswitch
}
return "unknown_algorithm";
}
template<typename Config>
constexpr auto config_name()
{
if constexpr(std::is_same_v<Config, rocprim::default_config>)
{
return std::string("default");
}
else
{
auto config = Config();
return primbench::json{}
.add("bs", config.kernel_config.block_size)
.add("ipt", config.kernel_config.items_per_thread)
.add("method", get_reduce_method_name(config.block_reduce_method));
}
}
template<typename T = int,
typename BinaryFunction = rocprim::plus<T>,
typename Config = rocprim::default_config>
struct device_reduce_benchmark : public primbench::benchmark_interface
{
primbench::json meta() const override
{
return primbench::json{}
.add("lvl", "device")
.add("algo", "device_reduce")
.add("key_type", primbench::name<T>())
.add("cfg", config_name<Config>());
}
void run(primbench::state& state) override
{
const auto& stream = state.stream;
const auto& bytes = state.size;
const auto& seed = state.seed;
size_t items = bytes / sizeof(T);
BinaryFunction reduce_op{};
const auto random_range = limit_random_range<T>(0, 1000);
std::vector<T> input
= get_random_data<T>(items, random_range.first, random_range.second, seed);
common::device_ptr<T> d_input(input);
common::device_ptr<T> d_output(1);
// Allocate temporary storage memory
size_t temp_storage_size_bytes;
// Get size of d_temp_storage
HIP_CHECK(rocprim::reduce<Config>(nullptr,
temp_storage_size_bytes,
d_input.get(),
d_output.get(),
T(),
items,
reduce_op,
stream));
common::device_ptr<void> d_temp_storage(temp_storage_size_bytes);
state.set_items(items);
state.add_reads<T>(items);
state.run(
[&]
{
HIP_CHECK(rocprim::reduce<Config>(d_temp_storage.get(),
temp_storage_size_bytes,
d_input.get(),
d_output.get(),
T(),
items,
reduce_op,
stream));
});
}
};