/* Copyright (c) 2021, NVIDIA CORPORATION. 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 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 ``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 THE COPYRIGHT OWNER OR * CONTRIBUTORS 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. */ //////////////////////////////////////////////////////////////////////////////// // Global types and parameters //////////////////////////////////////////////////////////////////////////////// #include #include #include #include #include #include #include "binomialOptions_common.h" #include "common_gpu_header.h" #include "realtype.h" // Preprocessed input option data typedef struct { real S; real X; real vDt; real puByDf; real pdByDf; } __TOptionData; static bool moduleLoaded = false; char *cubin, *kernel_file; size_t cubinSize; CUmodule module; //////////////////////////////////////////////////////////////////////////////// // Host-side interface to GPU binomialOptions //////////////////////////////////////////////////////////////////////////////// extern "C" void binomialOptionsGPU(real *callValue, TOptionData *optionData, int optN, int argc, char **argv) { if (!moduleLoaded) { kernel_file = sdkFindFilePath("binomialOptions_kernel.cu", argv[0]); compileFileToCUBIN(kernel_file, argc, argv, &cubin, &cubinSize, 0); module = loadCUBIN(cubin, argc, argv); moduleLoaded = true; } __TOptionData h_OptionData[MAX_OPTIONS]; for (int i = 0; i < optN; i++) { const real T = optionData[i].T; const real R = optionData[i].R; const real V = optionData[i].V; const real dt = T / (real)NUM_STEPS; const real vDt = V * sqrt(dt); const real rDt = R * dt; // Per-step interest and discount factors const real If = exp(rDt); const real Df = exp(-rDt); // Values and pseudoprobabilities of upward and downward moves const real u = exp(vDt); const real d = exp(-vDt); const real pu = (If - d) / (u - d); const real pd = (real)1.0 - pu; const real puByDf = pu * Df; const real pdByDf = pd * Df; h_OptionData[i].S = (real)optionData[i].S; h_OptionData[i].X = (real)optionData[i].X; h_OptionData[i].vDt = (real)vDt; h_OptionData[i].puByDf = (real)puByDf; h_OptionData[i].pdByDf = (real)pdByDf; } CUfunction kernel_addr; checkCudaErrors( cuModuleGetFunction(&kernel_addr, module, "binomialOptionsKernel")); CUdeviceptr d_OptionData; checkCudaErrors( cuModuleGetGlobal(&d_OptionData, NULL, module, "d_OptionData")); checkCudaErrors( cuMemcpyHtoD(d_OptionData, h_OptionData, optN * sizeof(__TOptionData))); dim3 cudaBlockSize(128, 1, 1); dim3 cudaGridSize(optN, 1, 1); checkCudaErrors(cuLaunchKernel(kernel_addr, cudaGridSize.x, cudaGridSize.y, cudaGridSize.z, /* grid dim */ cudaBlockSize.x, cudaBlockSize.y, cudaBlockSize.z, /* block dim */ 0, 0, /* shared mem, stream */ NULL, /* arguments */ 0)); checkCudaErrors(cuCtxSynchronize()); CUdeviceptr d_CallValue; checkCudaErrors(cuModuleGetGlobal(&d_CallValue, NULL, module, "d_CallValue")); checkCudaErrors(cuMemcpyDtoH(callValue, d_CallValue, optN * sizeof(real))); }