// -*- mode: c++ -*- /* Copyright (c) 2010-2011, Intel 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 Intel 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 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. */ #include "options_defs.h" // Cumulative normal distribution function static inline float CND(float X) { float L = abs(X); float k = 1.0 / (1.0 + 0.2316419 * L); float k2 = k*k; float k3 = k2*k; float k4 = k2*k2; float k5 = k3*k2; const float invSqrt2Pi = 0.39894228040f; float w = (0.31938153f * k - 0.356563782f * k2 + 1.781477937f * k3 + -1.821255978f * k4 + 1.330274429f * k5); w *= invSqrt2Pi * exp(-L * L * .5f); if (X > 0.f) w = 1.0 - w; return w; } task void bs_task(uniform float Sa[], uniform float Xa[], uniform float Ta[], uniform float ra[], uniform float va[], uniform float result[], uniform int count) { uniform int first = taskIndex * (count/taskCount); uniform int last = min(count, (int)((taskIndex+1) * (count/taskCount))); foreach (i = first ... last) { float S = Sa[i], X = Xa[i], T = Ta[i], r = ra[i], v = va[i]; float d1 = (log(S/X) + (r + v * v * .5f) * T) / (v * sqrt(T)); float d2 = d1 - v * sqrt(T); result[i] = S * CND(d1) - X * exp(-r * T) * CND(d2); } } export void black_scholes_ispc_tasks(uniform float Sa[], uniform float Xa[], uniform float Ta[], uniform float ra[], uniform float va[], uniform float result[], uniform int count) { uniform int nTasks = max((int)64, (int)count/16384); launch[nTasks] bs_task(Sa, Xa, Ta, ra, va, result, count); } export void black_scholes_ispc(uniform float Sa[], uniform float Xa[], uniform float Ta[], uniform float ra[], uniform float va[], uniform float result[], uniform int count) { foreach (i = 0 ... count) { float S = Sa[i], X = Xa[i], T = Ta[i], r = ra[i], v = va[i]; float d1 = (log(S/X) + (r + v * v * .5f) * T) / (v * sqrt(T)); float d2 = d1 - v * sqrt(T); result[i] = S * CND(d1) - X * exp(-r * T) * CND(d2); } } static inline float binomial_put(float S, float X, float T, float r, float v) { float V[BINOMIAL_NUM]; float dt = T / BINOMIAL_NUM; float u = exp(v * sqrt(dt)); float d = 1. / u; float disc = exp(r * dt); float Pu = (disc - d) / (u - d); for (uniform int j = 0; j < BINOMIAL_NUM; ++j) { float upow = pow(u, (float)(2*j-BINOMIAL_NUM)); V[j] = max(0., X - S * upow); } for (uniform int j = BINOMIAL_NUM-1; j >= 0; --j) for (uniform int k = 0; k < j; ++k) V[k] = ((1 - Pu) * V[k] + Pu * V[k + 1]) / disc; return V[0]; } export void binomial_put_ispc(uniform float Sa[], uniform float Xa[], uniform float Ta[], uniform float ra[], uniform float va[], uniform float result[], uniform int count) { foreach (i = 0 ... count) { float S = Sa[i], X = Xa[i], T = Ta[i], r = ra[i], v = va[i]; result[i] = binomial_put(S, X, T, r, v); } } task void binomial_task(uniform float Sa[], uniform float Xa[], uniform float Ta[], uniform float ra[], uniform float va[], uniform float result[], uniform int count) { uniform int first = taskIndex * (count/taskCount); uniform int last = min(count, (int)((taskIndex+1) * (count/taskCount))); foreach (i = first ... last) { float S = Sa[i], X = Xa[i], T = Ta[i], r = ra[i], v = va[i]; result[i] = binomial_put(S, X, T, r, v); } } export void binomial_put_ispc_tasks(uniform float Sa[], uniform float Xa[], uniform float Ta[], uniform float ra[], uniform float va[], uniform float result[], uniform int count) { uniform int nTasks = max((int)64, (int)count/16384); launch[nTasks] binomial_task(Sa, Xa, Ta, ra, va, result, count); }