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// MIT License
//
// Copyright (c) 2019-2024 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.
#ifndef ROCPRIM_BENCHMARK_BLOCK_SORT_PARALLEL_HPP_
#define ROCPRIM_BENCHMARK_BLOCK_SORT_PARALLEL_HPP_
#include "benchmark_utils.hpp"
// Google Benchmark
#include <benchmark/benchmark.h>
// HIP API
#include <hip/hip_runtime.h>
// rocPRIM
#include <rocprim/block/block_load_func.hpp>
#include <rocprim/block/block_sort.hpp>
#include <rocprim/block/block_store_func.hpp>
#include <rocprim/type_traits.hpp>
#include <string>
#include <vector>
#include <cstddef>
template<class KeyType,
class ValueType,
unsigned int BlockSize,
unsigned int ItemsPerThread,
rocprim::block_sort_algorithm block_sort_algorithm,
std::enable_if_t<std::is_same<ValueType, rocprim::empty_type>::value, bool> = true>
__global__ __launch_bounds__(BlockSize) void sort_kernel(const KeyType* input, KeyType* output)
{
const unsigned int lid = threadIdx.x;
const unsigned int block_offset = blockIdx.x * ItemsPerThread * BlockSize;
KeyType keys[ItemsPerThread];
rocprim::block_load_direct_striped<BlockSize>(lid, input + block_offset, keys);
rocprim::block_sort<KeyType, BlockSize, ItemsPerThread, ValueType, block_sort_algorithm> bsort;
bsort.sort(keys);
rocprim::block_store_direct_blocked(lid, output + block_offset, keys);
}
template<class KeyType,
class ValueType,
unsigned int BlockSize,
unsigned int ItemsPerThread,
rocprim::block_sort_algorithm block_sort_algorithm,
std::enable_if_t<!std::is_same<ValueType, rocprim::empty_type>::value, bool> = true>
__global__ __launch_bounds__(BlockSize) void sort_kernel(const KeyType* input, KeyType* output)
{
const unsigned int lid = threadIdx.x;
const unsigned int block_offset = blockIdx.x * ItemsPerThread * BlockSize;
KeyType keys[ItemsPerThread];
ValueType values[ItemsPerThread];
rocprim::block_load_direct_striped<BlockSize>(lid, input + block_offset, keys);
ROCPRIM_UNROLL
for(unsigned int item = 0; item < ItemsPerThread; ++item)
{
values[item] = block_offset + lid * ItemsPerThread + item;
}
rocprim::block_sort<KeyType, BlockSize, ItemsPerThread, ValueType, block_sort_algorithm> bsort;
bsort.sort(keys, values);
ROCPRIM_UNROLL
for(unsigned int item = 0; item < ItemsPerThread; ++item)
{
keys[item] = keys[item] + static_cast<KeyType>(values[item]);
}
rocprim::block_store_direct_blocked(lid, output + block_offset, keys);
}
template<class KeyType,
class ValueType,
unsigned int BlockSize,
unsigned int ItemsPerThread,
rocprim::block_sort_algorithm block_sort_algorithm>
__global__ __launch_bounds__(BlockSize) void stable_sort_kernel(const KeyType* input,
KeyType* output)
{
const unsigned int lid = threadIdx.x;
const unsigned int block_offset = blockIdx.x * ItemsPerThread * BlockSize;
KeyType keys[ItemsPerThread];
rocprim::block_load_direct_striped<BlockSize>(lid, input + block_offset, keys);
using stable_key_type = rocprim::tuple<KeyType, unsigned int>;
stable_key_type stable_keys[ItemsPerThread];
ROCPRIM_UNROLL
for(unsigned int item = 0; item < ItemsPerThread; ++item)
{
stable_keys[item] = rocprim::make_tuple(keys[item], ItemsPerThread * lid + item);
}
// Special comparison that preserves relative order of equal keys
auto stable_compare_function
= [](const stable_key_type& a, const stable_key_type& b) mutable -> bool
{
const bool ab = rocprim::less<KeyType>{}(rocprim::get<0>(a), rocprim::get<0>(b));
return ab
|| (!rocprim::less<KeyType>{}(rocprim::get<0>(b), rocprim::get<0>(a))
&& (rocprim::get<1>(a) < rocprim::get<1>(b)));
};
rocprim::block_sort<stable_key_type,
BlockSize,
ItemsPerThread,
rocprim::empty_type,
block_sort_algorithm>
bsort;
bsort.sort(stable_keys, stable_compare_function);
ROCPRIM_UNROLL
for(unsigned int item = 0; item < ItemsPerThread; ++item)
{
keys[item] = rocprim::get<0>(stable_keys[item]);
}
rocprim::block_store_direct_blocked(lid, output + block_offset, keys);
}
template<class KeyType,
class ValueType,
unsigned int BlockSize,
unsigned int ItemsPerThread,
rocprim::block_sort_algorithm block_sort_algorithm,
const bool stable = false>
struct block_sort_benchmark : public config_autotune_interface
{
private:
static constexpr bool with_values = !std::is_same<ValueType, rocprim::empty_type>::value;
static constexpr unsigned int items_per_block = BlockSize * ItemsPerThread;
static const char* get_block_sort_method_name(rocprim::block_sort_algorithm alg)
{
switch(alg)
{
case rocprim::block_sort_algorithm::merge_sort: return "merge_sort";
case rocprim::block_sort_algorithm::stable_merge_sort: return "stable_merge_sort";
case rocprim::block_sort_algorithm::bitonic_sort:
return "bitonic_sort";
// Not using `default: ...` because it kills effectiveness of -Wswitch
}
return "unknown_algorithm";
}
public:
std::string sort_key() const override
{
using namespace std::string_literals;
return std::string((with_values ? "_pairs"s : "_keys"s) + (stable ? "_stable"s : ""s)
+ pad_string(std::to_string(items_per_block), 5) + ", " + name());
}
std::string name() const override
{
return bench_naming::format_name(
"{lvl:block,algo:sort,key_type:" + std::string(Traits<KeyType>::name()) + ",value_type:"
+ std::string(Traits<ValueType>::name()) + ",stable:" + (stable ? "true" : "false")
+ ",cfg:{bs:" + std::to_string(BlockSize) + ",ipt:" + std::to_string(ItemsPerThread)
+ ",method:" + std::string(get_block_sort_method_name(block_sort_algorithm)) + "}}");
}
static constexpr unsigned int batch_size = 10;
static constexpr unsigned int warmup_size = 5;
static constexpr bool debug_synchronous = false;
static auto dispatch_block_sort(std::false_type /*stable_sort*/,
size_t size,
const hipStream_t stream,
KeyType* d_input,
KeyType* d_output)
{
hipLaunchKernelGGL(
HIP_KERNEL_NAME(
sort_kernel<KeyType, ValueType, BlockSize, ItemsPerThread, block_sort_algorithm>),
dim3(size / items_per_block),
dim3(BlockSize),
0,
stream,
d_input,
d_output);
}
static auto dispatch_block_sort(std::true_type /*stable_sort*/,
size_t size,
const hipStream_t stream,
KeyType* d_input,
KeyType* d_output)
{
hipLaunchKernelGGL(HIP_KERNEL_NAME(stable_sort_kernel<KeyType,
ValueType,
BlockSize,
ItemsPerThread,
block_sort_algorithm>),
dim3(size / items_per_block),
dim3(BlockSize),
0,
stream,
d_input,
d_output);
}
void run(benchmark::State& state,
size_t bytes,
const managed_seed& seed,
hipStream_t stream) const override
{
// Calculate the number of elements N
size_t N = bytes / sizeof(KeyType);
const auto size = items_per_block * ((N + items_per_block - 1) / items_per_block);
std::vector<KeyType> input = get_random_data<KeyType>(size,
generate_limits<KeyType>::min(),
generate_limits<KeyType>::max(),
seed.get_0());
KeyType* d_input;
KeyType* d_output;
HIP_CHECK(hipMalloc(reinterpret_cast<void**>(&d_input), size * sizeof(KeyType)));
HIP_CHECK(hipMalloc(reinterpret_cast<void**>(&d_output), size * sizeof(KeyType)));
HIP_CHECK(hipMemcpy(d_input, input.data(), size * sizeof(KeyType), hipMemcpyHostToDevice));
HIP_CHECK(hipDeviceSynchronize());
static constexpr auto stable_tag = rocprim::detail::bool_constant<stable>{};
// HIP events creation
hipEvent_t start, stop;
HIP_CHECK(hipEventCreate(&start));
HIP_CHECK(hipEventCreate(&stop));
// Run
for(auto _ : state)
{
// Record start event
HIP_CHECK(hipEventRecord(start, stream));
for(size_t i = 0; i < batch_size; i++)
{
dispatch_block_sort(stable_tag, size, stream, d_input, d_output);
}
HIP_CHECK(hipGetLastError());
// Record stop event and wait until it completes
HIP_CHECK(hipEventRecord(stop, stream));
HIP_CHECK(hipEventSynchronize(stop));
float elapsed_mseconds;
HIP_CHECK(hipEventElapsedTime(&elapsed_mseconds, start, stop));
state.SetIterationTime(elapsed_mseconds / 1000);
}
// Destroy HIP events
HIP_CHECK(hipEventDestroy(start));
HIP_CHECK(hipEventDestroy(stop));
state.SetBytesProcessed(state.iterations() * batch_size * size * sizeof(KeyType));
state.SetItemsProcessed(state.iterations() * batch_size * size);
state.counters["sorted_size"] = benchmark::Counter(BlockSize * ItemsPerThread,
benchmark::Counter::kDefaults,
benchmark::Counter::OneK::kIs1024);
HIP_CHECK(hipFree(d_input));
HIP_CHECK(hipFree(d_output));
}
};
#endif // ROCPRIM_BENCHMARK_BLOCK_SORT_PARALLEL_HPP_
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