/****************************************************************************** * Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved. * Modifications Copyright (c) 2019-2025, Advanced Micro Devices, Inc. All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * * Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in the * documentation and/or other materials provided with the distribution. * * Neither the name of the NVIDIA CORPORATION nor the * names of its contributors may be used to endorse or promote products * derived from this software without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE * ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE FOR ANY * DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND * ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * ******************************************************************************/ #pragma once #include #if defined(_CCCL_IMPLICIT_SYSTEM_HEADER_GCC) # pragma GCC system_header #elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_CLANG) # pragma clang system_header #elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_MSVC) # pragma system_header #endif // no system header #if THRUST_DEVICE_COMPILER == THRUST_DEVICE_COMPILER_HIP # include # include # include # include # include # include # include # include // rocprim include # include THRUST_NAMESPACE_BEGIN namespace hip_rocprim { namespace __scan { template THRUST_HIP_RUNTIME_FUNCTION auto invoke_inclusive_scan( execution_policy& policy, void* temporary_storage, size_t& storage_size, InputIt input, OutputIt output, const Size num_items, ScanOp scan_op, const hipStream_t stream, bool debug_sync) -> std::enable_if_t { using acc_type = typename ::std::iterator_traits::value_type; return ::rocprim::inclusive_scan<::rocprim::default_config, InputIt, OutputIt, ScanOp, acc_type>( temporary_storage, storage_size, input, output, num_items, scan_op, stream, debug_sync); } template THRUST_HIP_RUNTIME_FUNCTION auto invoke_inclusive_scan( execution_policy& policy, void* temporary_storage, size_t& storage_size, InputIt input, OutputIt output, const Size num_items, InitValueT init, ScanOp scan_op, const hipStream_t stream, bool debug_sync) -> std::enable_if_t { using acc_type = typename ::std::iterator_traits::value_type; return ::rocprim::inclusive_scan<::rocprim::default_config, InputIt, OutputIt, InitValueT, ScanOp, acc_type>( temporary_storage, storage_size, input, output, init, num_items, scan_op, stream, debug_sync); } template THRUST_HIP_RUNTIME_FUNCTION auto invoke_inclusive_scan( execution_policy& policy, void* temporary_storage, size_t& storage_size, InputIt input, OutputIt output, const Size num_items, ScanOp scan_op, const hipStream_t stream, bool debug_sync) -> std::enable_if_t { using acc_type = typename ::std::iterator_traits::value_type; return ::rocprim::deterministic_inclusive_scan<::rocprim::default_config, InputIt, OutputIt, ScanOp, acc_type>( temporary_storage, storage_size, input, output, num_items, scan_op, stream, debug_sync); } template THRUST_HIP_RUNTIME_FUNCTION auto invoke_inclusive_scan( execution_policy& policy, void* temporary_storage, size_t& storage_size, InputIt input, OutputIt output, const Size num_items, InitValueT init, ScanOp scan_op, const hipStream_t stream, bool debug_sync) -> std::enable_if_t { using acc_type = typename ::std::iterator_traits::value_type; return ::rocprim:: deterministic_inclusive_scan<::rocprim::default_config, InputIt, OutputIt, InitValueT, ScanOp, acc_type>( temporary_storage, storage_size, input, output, init, num_items, scan_op, stream, debug_sync); } template THRUST_HIP_RUNTIME_FUNCTION OutputIt inclusive_scan(execution_policy& policy, InputIt input_it, OutputIt output_it, Size num_items, ScanOp scan_op) { if (num_items == 0) { return output_it; } size_t storage_size = 0; hipStream_t stream = hip_rocprim::stream(policy); bool debug_sync = THRUST_HIP_DEBUG_SYNC_FLAG; // Determine temporary device storage requirements. hip_rocprim::throw_on_error( invoke_inclusive_scan(policy, nullptr, storage_size, input_it, output_it, num_items, scan_op, stream, debug_sync), "scan failed on 1st step"); // Allocate temporary storage. thrust::detail::temporary_array tmp(policy, storage_size); void* ptr = static_cast(tmp.data().get()); // Run scan. hip_rocprim::throw_on_error( invoke_inclusive_scan(policy, ptr, storage_size, input_it, output_it, num_items, scan_op, stream, debug_sync), "scan failed on 2nd step"); hip_rocprim::throw_on_error(hip_rocprim::synchronize_optional(policy), "inclusive_scan: failed to synchronize"); return output_it + num_items; } template THRUST_HIP_RUNTIME_FUNCTION OutputIt inclusive_scan( execution_policy& policy, InputIt input_it, OutputIt output_it, Size num_items, InitValueT init, ScanOp scan_op) { if (num_items == 0) { return output_it; } size_t storage_size = 0; hipStream_t stream = hip_rocprim::stream(policy); bool debug_sync = THRUST_HIP_DEBUG_SYNC_FLAG; // Determine temporary device storage requirements. hip_rocprim::throw_on_error( invoke_inclusive_scan( policy, nullptr, storage_size, input_it, output_it, num_items, init, scan_op, stream, debug_sync), "scan failed on 1st step"); // Allocate temporary storage. thrust::detail::temporary_array tmp(policy, storage_size); void* ptr = static_cast(tmp.data().get()); // Run scan. hip_rocprim::throw_on_error( invoke_inclusive_scan(policy, ptr, storage_size, input_it, output_it, num_items, init, scan_op, stream, debug_sync), "scan failed on 2nd step"); hip_rocprim::throw_on_error(hip_rocprim::synchronize_optional(policy), "inclusive_scan: failed to synchronize"); return output_it + num_items; } template THRUST_HIP_RUNTIME_FUNCTION auto invoke_exclusive_scan( execution_policy& policy, void* temporary_storage, size_t& storage_size, InputIt input, OutputIt output, T init, const Size num_items, ScanOp scan_op, const hipStream_t stream, bool debug_sync) -> std::enable_if_t { using acc_type = ::rocprim::detail::input_type_t; return ::rocprim::exclusive_scan<::rocprim::default_config, InputIt, OutputIt, T, ScanOp, acc_type>( temporary_storage, storage_size, input, output, init, num_items, scan_op, stream, debug_sync); } template THRUST_HIP_RUNTIME_FUNCTION auto invoke_exclusive_scan( execution_policy& policy, void* temporary_storage, size_t& storage_size, InputIt input, OutputIt output, T init, const Size num_items, ScanOp scan_op, const hipStream_t stream, bool debug_sync) -> std::enable_if_t { using acc_type = ::rocprim::detail::input_type_t; return ::rocprim::deterministic_exclusive_scan<::rocprim::default_config, InputIt, OutputIt, T, ScanOp, acc_type>( temporary_storage, storage_size, input, output, init, num_items, scan_op, stream, debug_sync); } template THRUST_HIP_RUNTIME_FUNCTION OutputIt exclusive_scan( execution_policy& policy, InputIt input_it, OutputIt output_it, Size num_items, T init, ScanOp scan_op) { if (num_items == 0) { return output_it; } size_t storage_size = 0; hipStream_t stream = hip_rocprim::stream(policy); bool debug_sync = THRUST_HIP_DEBUG_SYNC_FLAG; // Determine temporary device storage requirements. hip_rocprim::throw_on_error( invoke_exclusive_scan( policy, nullptr, storage_size, input_it, output_it, init, num_items, scan_op, stream, debug_sync), "scan failed on 1st step"); // Allocate temporary storage. thrust::detail::temporary_array tmp(policy, storage_size); void* ptr = static_cast(tmp.data().get()); // Run scan. hip_rocprim::throw_on_error( invoke_exclusive_scan(policy, ptr, storage_size, input_it, output_it, init, num_items, scan_op, stream, debug_sync), "scan failed on 2nd step"); hip_rocprim::throw_on_error(hip_rocprim::synchronize_optional(policy), "exclusive_scan: failed to synchronize"); return output_it + num_items; } } // namespace __scan //------------------------- // Thrust API entry points //------------------------- template THRUST_HOST_DEVICE OutputIt inclusive_scan_n( thrust::hip_rocprim::execution_policy& policy, InputIt first, Size num_items, OutputIt result, T init, ScanOp scan_op) { // struct workaround is required for HIP-clang struct workaround { THRUST_HOST static OutputIt par(execution_policy& policy, InputIt first, Size num_items, OutputIt result, T init, ScanOp scan_op) { return result = __scan::inclusive_scan(policy, first, result, num_items, init, scan_op); } # if !__THRUST_HAS_HIPRT__ THRUST_DEVICE static OutputIt seq(execution_policy& policy, InputIt first, Size num_items, OutputIt result, T init, ScanOp scan_op) { return result = thrust::inclusive_scan( cvt_to_seq(derived_cast(policy)), first, first + num_items, result, init, scan_op); } # endif }; # if __THRUST_HAS_HIPRT__ return workaround::par(policy, first, num_items, result, init, scan_op); # else return workaround::seq(policy, first, num_items, result, init, scan_op); # endif } template THRUST_HOST_DEVICE OutputIt inclusive_scan_n( thrust::hip_rocprim::execution_policy& policy, InputIt first, Size num_items, OutputIt result, ScanOp scan_op) { // struct workaround is required for HIP-clang struct workaround { THRUST_HOST static OutputIt par(execution_policy& policy, InputIt first, Size num_items, OutputIt result, ScanOp scan_op) { return result = __scan::inclusive_scan(policy, first, result, num_items, scan_op); } # if !__THRUST_HAS_HIPRT__ THRUST_DEVICE static OutputIt seq(execution_policy& policy, InputIt first, Size num_items, OutputIt result, ScanOp scan_op) { return result = thrust::inclusive_scan(cvt_to_seq(derived_cast(policy)), first, first + num_items, result, scan_op); } # endif }; # if __THRUST_HAS_HIPRT__ return workaround::par(policy, first, num_items, result, scan_op); # else return workaround::seq(policy, first, num_items, result, scan_op); # endif } template THRUST_HOST_DEVICE OutputIt inclusive_scan( thrust::hip_rocprim::execution_policy& policy, InputIt first, InputIt last, OutputIt result, ScanOp scan_op) { using diff_t = typename thrust::iterator_traits::difference_type; diff_t const num_items = thrust::distance(first, last); return thrust::hip_rocprim::inclusive_scan_n(policy, first, num_items, result, scan_op); } template THRUST_HOST_DEVICE OutputIt inclusive_scan( thrust::hip_rocprim::execution_policy& policy, InputIt first, InputIt last, OutputIt result, T init, ScanOp scan_op) { using diff_t = typename thrust::iterator_traits::difference_type; diff_t const num_items = thrust::distance(first, last); return thrust::hip_rocprim::inclusive_scan_n(policy, first, num_items, result, init, scan_op); } template THRUST_HOST_DEVICE OutputIt inclusive_scan(thrust::hip_rocprim::execution_policy& policy, InputIt first, InputIt last, OutputIt result) { return thrust::hip_rocprim::inclusive_scan(policy, first, last, result, thrust::plus<>{}); } THRUST_EXEC_CHECK_DISABLE template THRUST_HOST_DEVICE OutputIt exclusive_scan_n( thrust::hip_rocprim::execution_policy& policy, InputIt first, Size num_items, OutputIt result, T init, ScanOp scan_op) { // struct workaround is required for HIP-clang struct workaround { THRUST_HOST static OutputIt par(execution_policy& policy, InputIt first, Size num_items, OutputIt result, T init, ScanOp scan_op) { return result = __scan::exclusive_scan(policy, first, result, num_items, init, scan_op); } # if !__THRUST_HAS_HIPRT__ THRUST_DEVICE static OutputIt seq(execution_policy& policy, InputIt first, Size num_items, OutputIt result, T init, ScanOp scan_op) { return result = thrust::exclusive_scan( cvt_to_seq(derived_cast(policy)), first, first + num_items, result, init, scan_op); } # endif }; # if __THRUST_HAS_HIPRT__ return workaround::par(policy, first, num_items, result, init, scan_op); # else return workaround::seq(policy, first, num_items, result, init, scan_op); # endif } template THRUST_HOST_DEVICE OutputIt exclusive_scan( thrust::hip_rocprim::execution_policy& policy, InputIt first, InputIt last, OutputIt result, T init, ScanOp scan_op) { using diff_t = typename thrust::iterator_traits::difference_type; diff_t const num_items = thrust::distance(first, last); return thrust::hip_rocprim::exclusive_scan_n(policy, first, num_items, result, init, scan_op); } template THRUST_HOST_DEVICE OutputIt exclusive_scan( thrust::hip_rocprim::execution_policy& policy, InputIt first, InputIt last, OutputIt result, T init) { return thrust::hip_rocprim::exclusive_scan(policy, first, last, result, init, thrust::plus<>{}); } template THRUST_HOST_DEVICE OutputIt exclusive_scan(thrust::hip_rocprim::execution_policy& policy, InputIt first, InputIt last, OutputIt result) { using init_type = typename thrust::iterator_traits::value_type; return hip_rocprim::exclusive_scan(policy, first, last, result, init_type{}); } } // namespace hip_rocprim THRUST_NAMESPACE_END # include #endif // THRUST_DEVICE_COMPILER == THRUST_DEVICE_COMPILER_HIP