/* * Copyright (c) 2014 Advanced Micro Devices, Inc. * * 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 "math.h" #include "../clcmacro.h" _CLC_OVERLOAD _CLC_DEF float tanh(float x) { // The definition of tanh(x) is sinh(x)/cosh(x), which is also equivalent // to the following three formulae: // 1. (exp(x) - exp(-x))/(exp(x) + exp(-x)) // 2. (1 - (2/(exp(2*x) + 1 ))) // 3. (exp(2*x) - 1)/(exp(2*x) + 1) // but computationally, some formulae are better on some ranges. const float large_threshold = 0x1.0a2b24p+3f; uint ux = as_uint(x); uint aux = ux & EXSIGNBIT_SP32; uint xs = ux ^ aux; float y = as_float(aux); float y2 = y*y; float a1 = mad(y2, mad(y2, 0.4891631088530669873e-4F, -0.14628356048797849e-2F), -0.28192806108402678e0F); float b1 = mad(y2, 0.3427017942262751343e0F, 0.845784192581041099e0F); float a2 = mad(y2, mad(y2, 0.3827534993599483396e-4F, -0.12325644183611929e-2F), -0.24069858695196524e0F); float b2 = mad(y2, 0.292529068698052819e0F, 0.72209738473684982e0F); int c = y < 0.9f; float a = c ? a1 : a2; float b = c ? b1 : b2; float zlo = mad(MATH_DIVIDE(a, b), y*y2, y); float p = exp(2.0f * y) + 1.0f; float zhi = 1.0F - MATH_DIVIDE(2.0F, p); float z = y <= 1.0f ? zlo : zhi; z = as_float(xs | as_uint(z)); // Edge cases float sone = as_float(0x3f800000U | xs); z = y > large_threshold ? sone : z; z = aux < 0x39000000 | aux > 0x7f800000 ? x : z; return z; } _CLC_UNARY_VECTORIZE(_CLC_OVERLOAD _CLC_DEF, float, tanh, float); #ifdef cl_khr_fp64 #pragma OPENCL EXTENSION cl_khr_fp64 : enable _CLC_OVERLOAD _CLC_DEF double tanh(double x) { // The definition of tanh(x) is sinh(x)/cosh(x), which is also equivalent // to the following three formulae: // 1. (exp(x) - exp(-x))/(exp(x) + exp(-x)) // 2. (1 - (2/(exp(2*x) + 1 ))) // 3. (exp(2*x) - 1)/(exp(2*x) + 1) // but computationally, some formulae are better on some ranges. // The point at which e^-x is insignificant compared to e^x = ln(2^27) const double large_threshold = 0x1.2b708872320e2p+4; ulong ux = as_ulong(x); ulong ax = ux & ~SIGNBIT_DP64; ulong sx = ux ^ ax; double y = as_double(ax); double y2 = y * y; // y < 0.9 double znl = fma(y2, fma(y2, fma(y2, -0.142077926378834722618091e-7, -0.200047621071909498730453e-3), -0.176016349003044679402273e-1), -0.274030424656179760118928e0); double zdl = fma(y2, fma(y2, fma(y2, 0.2091140262529164482568557e-3, 0.201562166026937652780575e-1), 0.381641414288328849317962e0), 0.822091273968539282568011e0); // 0.9 <= y <= 1 double znm = fma(y2, fma(y2, fma(y2, -0.115475878996143396378318e-7, -0.165597043903549960486816e-3), -0.146173047288731678404066e-1), -0.227793870659088295252442e0); double zdm = fma(y2, fma(y2, fma(y2, 0.173076050126225961768710e-3, 0.167358775461896562588695e-1), 0.317204558977294374244770e0), 0.683381611977295894959554e0); int c = y < 0.9; double zn = c ? znl : znm; double zd = c ? zdl : zdm; double z = y + y*y2 * MATH_DIVIDE(zn, zd); // y > 1 double p = exp(2.0 * y) + 1.0; double zg = 1.0 - 2.0 / p; z = y > 1.0 ? zg : z; // Other cases z = y < 0x1.0p-28 | ax > PINFBITPATT_DP64 ? x : z; z = y > large_threshold ? 1.0 : z; return as_double(sx | as_ulong(z)); } _CLC_UNARY_VECTORIZE(_CLC_OVERLOAD _CLC_DEF, double, tanh, double); #endif // cl_khr_fp64