//===----------------------------------------------------------------------===// // // Part of CUDASTF in CUDA C++ Core Libraries, // under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // SPDX-FileCopyrightText: Copyright (c) 2022-2024 NVIDIA CORPORATION & AFFILIATES. // //===----------------------------------------------------------------------===// #include #include using namespace cuda::experimental::stf; using scalar_t = slice_stream_interface; template __global__ void set_value(T* addr, T val) { *addr = val; } template __global__ void check_value_and_reset(T* addr, T val, T reset_val) { assert(*addr == val); *addr = reset_val; } template __global__ void add_val(T* inout_addr, T val) { *inout_addr += val; } int main() { stream_ctx ctx; const int N = 4; auto var_handle = ctx.logical_data(shape_of>(1)); var_handle.set_symbol("var"); auto redux_op = std::make_shared>(); const int niters = 4; for (int iter = 0; iter < niters; iter++) { // We add i (total = N(N-1)/2 + initial_value) for (int i = 0; i < N; i++) { ctx.task(var_handle.relaxed(redux_op))->*[=](cudaStream_t stream, auto d_var) { add_val<<<1, 1, 0, stream>>>(d_var.data_handle(), i); cuda_safe_call(cudaGetLastError()); }; } // Check that we have the expected value, and reset it so that we can perform another reduction ctx.task(var_handle.rw())->*[=](cudaStream_t stream, auto d_var) { int expected = (N * (N - 1)) / 2; check_value_and_reset<<<1, 1, 0, stream>>>(d_var.data_handle(), expected, 0); }; } ctx.finalize(); }