// Copyright (c) 2020-2025 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 #include #include #include #include "include/host_device.h" // BinaryPredicate for the head flag segment representation // equivalent to thrust::not_fn(thrust::project2nd())); template struct head_flag_predicate { __host__ __device__ bool operator()(HeadFlagType, HeadFlagType right) const { return !right; } }; template void print(const Vector& v) { for (size_t i = 0; i < v.size(); i++) { std::cout << v[i] << " "; } std::cout << "\n"; } int main(void) { int keys[] = {0, 0, 0, 1, 1, 2, 2, 2, 2, 3, 4, 4, 5, 5, 5}; // segments represented with keys int flags[] = {1, 0, 0, 1, 0, 1, 0, 0, 0, 1, 1, 0, 1, 0, 0}; // segments represented with head flags int values[] = {2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2}; // values corresponding to each key int N = sizeof(keys) / sizeof(int); // number of elements // copy input data to device thrust::device_vector d_keys(keys, keys + N); thrust::device_vector d_flags(flags, flags + N); thrust::device_vector d_values(values, values + N); // allocate storage for output thrust::device_vector d_output(N); // inclusive scan using keys thrust::inclusive_scan_by_key(d_keys.begin(), d_keys.end(), d_values.begin(), d_output.begin()); std::cout << "Inclusive Segmented Scan w/ Key Sequence\n"; std::cout << " keys : "; print(d_keys); std::cout << " input values : "; print(d_values); std::cout << " output values : "; print(d_output); // inclusive scan using head flags thrust::inclusive_scan_by_key( d_flags.begin(), d_flags.end(), d_values.begin(), d_output.begin(), head_flag_predicate()); std::cout << "\nInclusive Segmented Scan w/ Head Flag Sequence\n"; std::cout << " head flags : "; print(d_flags); std::cout << " input values : "; print(d_values); std::cout << " output values : "; print(d_output); // exclusive scan using keys thrust::exclusive_scan_by_key(d_keys.begin(), d_keys.end(), d_values.begin(), d_output.begin()); std::cout << "\nExclusive Segmented Scan w/ Key Sequence\n"; std::cout << " keys : "; print(d_keys); std::cout << " input values : "; print(d_values); std::cout << " output values : "; print(d_output); // exclusive scan using head flags thrust::exclusive_scan_by_key( d_flags.begin(), d_flags.end(), d_values.begin(), d_output.begin(), 0, head_flag_predicate()); std::cout << "\nExclusive Segmented Scan w/ Head Flag Sequence\n"; std::cout << " head flags : "; print(d_flags); std::cout << " input values : "; print(d_values); std::cout << " output values : "; print(d_output); return 0; }