//===----------------------------------------------------------------------===// // // 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 using namespace cuda::experimental::stf; /* * In this example, the user provides streams in which the STF model inserts the proper dependencies */ static __global__ void cuda_sleep_kernel(long long int clock_cnt) { long long int start_clock = clock64(); long long int clock_offset = 0; while (clock_offset < clock_cnt) { clock_offset = clock64() - start_clock; } } void cuda_sleep(double ms, cudaStream_t stream) { int device; cudaGetDevice(&device); // cudaDevAttrClockRate: Peak clock frequency in kilohertz; int clock_rate; cudaDeviceGetAttribute(&clock_rate, cudaDevAttrClockRate, device); long long int clock_cnt = (long long int) (ms * clock_rate); cuda_sleep_kernel<<<1, 1, 0, stream>>>(clock_cnt); } int main() { stream_ctx ctx; double vA, vB, vC, vD; auto A = ctx.logical_data(make_slice(&vA, 1)); auto B = ctx.logical_data(make_slice(&vB, 1)); auto C = ctx.logical_data(make_slice(&vC, 1)); auto D = ctx.logical_data(make_slice(&vD, 1)); // We are going to submit kernels with the following data accesses, where // K2 and K3 can be executed concurrently, after K1 and been executed, and // before K4 is executed. // K1(Aw); K2(Ar,Bw); K3(Ar, Cw); K4(Br,Cr,Dw); // User-provided streams cudaStream_t K1_stream; cudaStream_t K2_stream; cudaStream_t K3_stream; cudaStream_t K4_stream; cudaStreamCreate(&K1_stream); cudaStreamCreate(&K2_stream); cudaStreamCreate(&K3_stream); cudaStreamCreate(&K4_stream); // Kernel 1 : A(write) auto k1 = ctx.task(A.rw()); k1.set_stream(K1_stream); k1.set_symbol("K1"); k1.start(); cuda_sleep(500, K1_stream); k1.end(); // Kernel 2 : A(read) B(write) auto k2 = ctx.task(A.read(), B.write()); k2.set_stream(K2_stream); k2.set_symbol("K2"); k2.start(); cuda_sleep(500, K2_stream); k2.end(); // Kernel 3 : A(read) C(write) auto k3 = ctx.task(A.read(), C.write()); k3.set_stream(K3_stream); k3.set_symbol("K3"); k3.start(); cuda_sleep(500, K3_stream); k3.end(); // Kernel 4 : B(read) C(read) D(write) auto k4 = ctx.task(B.read(), C.read(), D.write()); k4.set_stream(K4_stream); k4.set_symbol("K4"); k4.start(); cuda_sleep(500, K4_stream); k4.end(); ctx.finalize(); }