1*f3087befSAndrew Turner /* 2*f3087befSAndrew Turner * Double-precision e^x function. 3*f3087befSAndrew Turner * 4*f3087befSAndrew Turner * Copyright (c) 2018-2024, Arm Limited. 5*f3087befSAndrew Turner * SPDX-License-Identifier: MIT OR Apache-2.0 WITH LLVM-exception 6*f3087befSAndrew Turner */ 7*f3087befSAndrew Turner 8*f3087befSAndrew Turner #ifndef PL_MATH_EXP_INLINE_H 9*f3087befSAndrew Turner #define PL_MATH_EXP_INLINE_H 10*f3087befSAndrew Turner 11*f3087befSAndrew Turner #include <float.h> 12*f3087befSAndrew Turner #include <math.h> 13*f3087befSAndrew Turner #include <stdint.h> 14*f3087befSAndrew Turner #include "math_config.h" 15*f3087befSAndrew Turner 16*f3087befSAndrew Turner #define N (1 << EXP_TABLE_BITS) 17*f3087befSAndrew Turner #define InvLn2N __exp_data.invln2N 18*f3087befSAndrew Turner #define NegLn2hiN __exp_data.negln2hiN 19*f3087befSAndrew Turner #define NegLn2loN __exp_data.negln2loN 20*f3087befSAndrew Turner #define Shift __exp_data.shift 21*f3087befSAndrew Turner #define T __exp_data.tab 22*f3087befSAndrew Turner #define C2 __exp_data.poly[5 - EXP_POLY_ORDER] 23*f3087befSAndrew Turner #define C3 __exp_data.poly[6 - EXP_POLY_ORDER] 24*f3087befSAndrew Turner #define C4 __exp_data.poly[7 - EXP_POLY_ORDER] 25*f3087befSAndrew Turner #define C5 __exp_data.poly[8 - EXP_POLY_ORDER] 26*f3087befSAndrew Turner #define C6 __exp_data.poly[9 - EXP_POLY_ORDER] 27*f3087befSAndrew Turner 28*f3087befSAndrew Turner /* Handle cases that may overflow or underflow when computing the result that 29*f3087befSAndrew Turner is scale*(1+TMP) without intermediate rounding. The bit representation of 30*f3087befSAndrew Turner scale is in SBITS, however it has a computed exponent that may have 31*f3087befSAndrew Turner overflown into the sign bit so that needs to be adjusted before using it as 32*f3087befSAndrew Turner a double. (int32_t)KI is the k used in the argument reduction and exponent 33*f3087befSAndrew Turner adjustment of scale, positive k here means the result may overflow and 34*f3087befSAndrew Turner negative k means the result may underflow. */ 35*f3087befSAndrew Turner static inline double 36*f3087befSAndrew Turner exp_inline_special_case (double_t tmp, uint64_t sbits, uint64_t ki) 37*f3087befSAndrew Turner { 38*f3087befSAndrew Turner double_t scale, y; 39*f3087befSAndrew Turner 40*f3087befSAndrew Turner if ((ki & 0x80000000) == 0) 41*f3087befSAndrew Turner { 42*f3087befSAndrew Turner /* k > 0, the exponent of scale might have overflowed by <= 460. */ 43*f3087befSAndrew Turner sbits -= 1009ull << 52; 44*f3087befSAndrew Turner scale = asdouble (sbits); 45*f3087befSAndrew Turner y = 0x1p1009 * (scale + scale * tmp); 46*f3087befSAndrew Turner return check_oflow (eval_as_double (y)); 47*f3087befSAndrew Turner } 48*f3087befSAndrew Turner /* k < 0, need special care in the subnormal range. */ 49*f3087befSAndrew Turner sbits += 1022ull << 52; 50*f3087befSAndrew Turner scale = asdouble (sbits); 51*f3087befSAndrew Turner y = scale + scale * tmp; 52*f3087befSAndrew Turner if (y < 1.0) 53*f3087befSAndrew Turner { 54*f3087befSAndrew Turner /* Round y to the right precision before scaling it into the subnormal 55*f3087befSAndrew Turner range to avoid double rounding that can cause 0.5+E/2 ulp error where 56*f3087befSAndrew Turner E is the worst-case ulp error outside the subnormal range. So this 57*f3087befSAndrew Turner is only useful if the goal is better than 1 ulp worst-case error. */ 58*f3087befSAndrew Turner double_t hi, lo; 59*f3087befSAndrew Turner lo = scale - y + scale * tmp; 60*f3087befSAndrew Turner hi = 1.0 + y; 61*f3087befSAndrew Turner lo = 1.0 - hi + y + lo; 62*f3087befSAndrew Turner y = eval_as_double (hi + lo) - 1.0; 63*f3087befSAndrew Turner /* Avoid -0.0 with downward rounding. */ 64*f3087befSAndrew Turner if (WANT_ROUNDING && y == 0.0) 65*f3087befSAndrew Turner y = 0.0; 66*f3087befSAndrew Turner /* The underflow exception needs to be signaled explicitly. */ 67*f3087befSAndrew Turner force_eval_double (opt_barrier_double (0x1p-1022) * 0x1p-1022); 68*f3087befSAndrew Turner } 69*f3087befSAndrew Turner y = 0x1p-1022 * y; 70*f3087befSAndrew Turner return check_uflow (eval_as_double (y)); 71*f3087befSAndrew Turner } 72*f3087befSAndrew Turner 73*f3087befSAndrew Turner /* Top 12 bits of a double (sign and exponent bits). */ 74*f3087befSAndrew Turner static inline uint32_t 75*f3087befSAndrew Turner top12 (double x) 76*f3087befSAndrew Turner { 77*f3087befSAndrew Turner return asuint64 (x) >> 52; 78*f3087befSAndrew Turner } 79*f3087befSAndrew Turner 80*f3087befSAndrew Turner /* Computes exp(x+xtail) where |xtail| < 2^-8/N and |xtail| <= |x|. 81*f3087befSAndrew Turner If hastail is 0 then xtail is assumed to be 0 too. */ 82*f3087befSAndrew Turner static inline double 83*f3087befSAndrew Turner exp_inline (double x, double xtail) 84*f3087befSAndrew Turner { 85*f3087befSAndrew Turner uint32_t abstop; 86*f3087befSAndrew Turner uint64_t ki, idx, top, sbits; 87*f3087befSAndrew Turner /* double_t for better performance on targets with FLT_EVAL_METHOD==2. */ 88*f3087befSAndrew Turner double_t kd, z, r, r2, scale, tail, tmp; 89*f3087befSAndrew Turner 90*f3087befSAndrew Turner abstop = top12 (x) & 0x7ff; 91*f3087befSAndrew Turner if (unlikely (abstop - top12 (0x1p-54) >= top12 (512.0) - top12 (0x1p-54))) 92*f3087befSAndrew Turner { 93*f3087befSAndrew Turner if (abstop - top12 (0x1p-54) >= 0x80000000) 94*f3087befSAndrew Turner /* Avoid spurious underflow for tiny x. */ 95*f3087befSAndrew Turner /* Note: 0 is common input. */ 96*f3087befSAndrew Turner return WANT_ROUNDING ? 1.0 + x : 1.0; 97*f3087befSAndrew Turner if (abstop >= top12 (1024.0)) 98*f3087befSAndrew Turner { 99*f3087befSAndrew Turner if (asuint64 (x) == asuint64 (-INFINITY)) 100*f3087befSAndrew Turner return 0.0; 101*f3087befSAndrew Turner if (abstop >= top12 (INFINITY)) 102*f3087befSAndrew Turner return 1.0 + x; 103*f3087befSAndrew Turner if (asuint64 (x) >> 63) 104*f3087befSAndrew Turner return __math_uflow (0); 105*f3087befSAndrew Turner else 106*f3087befSAndrew Turner return __math_oflow (0); 107*f3087befSAndrew Turner } 108*f3087befSAndrew Turner /* Large x is special cased below. */ 109*f3087befSAndrew Turner abstop = 0; 110*f3087befSAndrew Turner } 111*f3087befSAndrew Turner 112*f3087befSAndrew Turner /* exp(x) = 2^(k/N) * exp(r), with exp(r) in [2^(-1/2N),2^(1/2N)]. */ 113*f3087befSAndrew Turner /* x = ln2/N*k + r, with int k and r in [-ln2/2N, ln2/2N]. */ 114*f3087befSAndrew Turner z = InvLn2N * x; 115*f3087befSAndrew Turner #if TOINT_INTRINSICS 116*f3087befSAndrew Turner kd = roundtoint (z); 117*f3087befSAndrew Turner ki = converttoint (z); 118*f3087befSAndrew Turner #elif EXP_USE_TOINT_NARROW 119*f3087befSAndrew Turner /* z - kd is in [-0.5-2^-16, 0.5] in all rounding modes. */ 120*f3087befSAndrew Turner kd = eval_as_double (z + Shift); 121*f3087befSAndrew Turner ki = asuint64 (kd) >> 16; 122*f3087befSAndrew Turner kd = (double_t) (int32_t) ki; 123*f3087befSAndrew Turner #else 124*f3087befSAndrew Turner /* z - kd is in [-1, 1] in non-nearest rounding modes. */ 125*f3087befSAndrew Turner kd = eval_as_double (z + Shift); 126*f3087befSAndrew Turner ki = asuint64 (kd); 127*f3087befSAndrew Turner kd -= Shift; 128*f3087befSAndrew Turner #endif 129*f3087befSAndrew Turner r = x + kd * NegLn2hiN + kd * NegLn2loN; 130*f3087befSAndrew Turner /* The code assumes 2^-200 < |xtail| < 2^-8/N. */ 131*f3087befSAndrew Turner if (!__builtin_constant_p (xtail) || xtail != 0.0) 132*f3087befSAndrew Turner r += xtail; 133*f3087befSAndrew Turner /* 2^(k/N) ~= scale * (1 + tail). */ 134*f3087befSAndrew Turner idx = 2 * (ki % N); 135*f3087befSAndrew Turner top = ki << (52 - EXP_TABLE_BITS); 136*f3087befSAndrew Turner tail = asdouble (T[idx]); 137*f3087befSAndrew Turner /* This is only a valid scale when -1023*N < k < 1024*N. */ 138*f3087befSAndrew Turner sbits = T[idx + 1] + top; 139*f3087befSAndrew Turner /* exp(x) = 2^(k/N) * exp(r) ~= scale + scale * (tail + exp(r) - 1). */ 140*f3087befSAndrew Turner /* Evaluation is optimized assuming superscalar pipelined execution. */ 141*f3087befSAndrew Turner r2 = r * r; 142*f3087befSAndrew Turner /* Without fma the worst case error is 0.25/N ulp larger. */ 143*f3087befSAndrew Turner /* Worst case error is less than 0.5+1.11/N+(abs poly error * 2^53) ulp. */ 144*f3087befSAndrew Turner #if EXP_POLY_ORDER == 4 145*f3087befSAndrew Turner tmp = tail + r + r2 * C2 + r * r2 * (C3 + r * C4); 146*f3087befSAndrew Turner #elif EXP_POLY_ORDER == 5 147*f3087befSAndrew Turner tmp = tail + r + r2 * (C2 + r * C3) + r2 * r2 * (C4 + r * C5); 148*f3087befSAndrew Turner #elif EXP_POLY_ORDER == 6 149*f3087befSAndrew Turner tmp = tail + r + r2 * (0.5 + r * C3) + r2 * r2 * (C4 + r * C5 + r2 * C6); 150*f3087befSAndrew Turner #endif 151*f3087befSAndrew Turner if (unlikely (abstop == 0)) 152*f3087befSAndrew Turner return exp_inline_special_case (tmp, sbits, ki); 153*f3087befSAndrew Turner scale = asdouble (sbits); 154*f3087befSAndrew Turner /* Note: tmp == 0 or |tmp| > 2^-200 and scale > 2^-739, so there 155*f3087befSAndrew Turner is no spurious underflow here even without fma. */ 156*f3087befSAndrew Turner return eval_as_double (scale + scale * tmp); 157*f3087befSAndrew Turner } 158*f3087befSAndrew Turner 159*f3087befSAndrew Turner #endif 160