// MIT License // // Copyright (c) 2025-2026 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 #include #include #include #include #include #include #include #include #include #include #include template __global__ __launch_bounds__(BlockSize) void kernel(const T* d_input, T* d_output) { Subalgo::template run(d_input, d_output); } struct flag_heads { template __device__ static void run(const T* d_input, T* d_output) { const unsigned int lid = threadIdx.x; const unsigned int block_offset = blockIdx.x * ItemsPerThread * BlockSize; T input[ItemsPerThread]; rocprim::block_load_direct_striped(lid, d_input + block_offset, input); ROCPRIM_NO_UNROLL for(unsigned int trial = 0; trial < Trials; ++trial) { rocprim::block_discontinuity bdiscontinuity; bool head_flags[ItemsPerThread]; if(WithTile) { bdiscontinuity.flag_heads(head_flags, T(123), input, rocprim::equal_to()); } else { bdiscontinuity.flag_heads(head_flags, input, rocprim::equal_to()); } for(unsigned int i = 0; i < ItemsPerThread; ++i) { input[i] += head_flags[i]; } rocprim::syncthreads(); } rocprim::block_store_direct_striped(lid, d_output + block_offset, input); } }; struct flag_tails { template __device__ static void run(const T* d_input, T* d_output) { const unsigned int lid = threadIdx.x; const unsigned int block_offset = blockIdx.x * ItemsPerThread * BlockSize; T input[ItemsPerThread]; rocprim::block_load_direct_striped(lid, d_input + block_offset, input); ROCPRIM_NO_UNROLL for(unsigned int trial = 0; trial < Trials; ++trial) { rocprim::block_discontinuity bdiscontinuity; bool tail_flags[ItemsPerThread]; if(WithTile) { bdiscontinuity.flag_tails(tail_flags, T(123), input, rocprim::equal_to()); } else { bdiscontinuity.flag_tails(tail_flags, input, rocprim::equal_to()); } for(unsigned int i = 0; i < ItemsPerThread; ++i) { input[i] += tail_flags[i]; } rocprim::syncthreads(); } rocprim::block_store_direct_striped(lid, d_output + block_offset, input); } }; struct flag_heads_and_tails { template __device__ static void run(const T* d_input, T* d_output) { const unsigned int lid = threadIdx.x; const unsigned int block_offset = blockIdx.x * ItemsPerThread * BlockSize; T input[ItemsPerThread]; rocprim::block_load_direct_striped(lid, d_input + block_offset, input); ROCPRIM_NO_UNROLL for(unsigned int trial = 0; trial < Trials; ++trial) { rocprim::block_discontinuity bdiscontinuity; bool head_flags[ItemsPerThread]; bool tail_flags[ItemsPerThread]; if(WithTile) { bdiscontinuity.flag_heads_and_tails(head_flags, T(123), tail_flags, T(234), input, rocprim::equal_to()); } else { bdiscontinuity.flag_heads_and_tails(head_flags, tail_flags, input, rocprim::equal_to()); } for(unsigned int i = 0; i < ItemsPerThread; ++i) { input[i] += head_flags[i]; input[i] += tail_flags[i]; } rocprim::syncthreads(); } rocprim::block_store_direct_striped(lid, d_output + block_offset, input); } }; template std::string get_algorithm_name() { switch(Algorithm) { case rocprim::block_adjacent_difference_algorithm::adjacent_difference_crosslane: return "crosslane"; case rocprim::block_adjacent_difference_algorithm::adjacent_difference_shared_mem: return "shared_mem"; // Not using `default: ...` because it kills effectiveness of -Wswitch } return "unknown_algorithm"; } template std::string get_subalgo_name() { if constexpr(std::is_same_v) return "flag_heads"; else if constexpr(std::is_same_v) return "flag_tails"; else if constexpr(std::is_same_v) return "flag_heads_and_tails"; else static_assert(sizeof(Subalgo) == 0, "Unknown subalgo"); } template struct block_discontinuity_benchmark : public primbench::benchmark_interface { primbench::json meta() const override { return primbench::json{} .add("lvl", "block") .add("algo", "block_discontinuity") .add("subalgo", get_subalgo_name()) .add("key_type", primbench::name()) .add("cfg", primbench::json{} .add("bs", BlockSize) .add("ipt", ItemsPerThread) .add("with_tile", WithTile) .add("method", get_algorithm_name())); } void run(primbench::state& state) override { const auto& bytes = state.size; const auto& seed = state.seed; const auto& stream = state.stream; size_t N = bytes / sizeof(T); constexpr auto items_per_block = BlockSize * ItemsPerThread; const auto items = items_per_block * ((N + items_per_block - 1) / items_per_block); const auto random_range = limit_random_range(0, 10); std::vector input = get_random_data(items, random_range.first, random_range.second, seed); T* d_input; T* d_output; HIP_CHECK(hipMalloc(reinterpret_cast(&d_input), items * sizeof(T))); HIP_CHECK(hipMalloc(reinterpret_cast(&d_output), items * sizeof(T))); HIP_CHECK(hipMemcpy(d_input, input.data(), items * sizeof(T), hipMemcpyHostToDevice)); state.set_items(items * Trials); state.add_reads(items * Trials); state.run( [&] { kernel <<>>(d_input, d_output); }); HIP_CHECK(hipFree(d_input)); HIP_CHECK(hipFree(d_output)); } };