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Diffstat (limited to 'math/aarch64/experimental/erff_2u.c')
-rw-r--r-- | math/aarch64/experimental/erff_2u.c | 81 |
1 files changed, 81 insertions, 0 deletions
diff --git a/math/aarch64/experimental/erff_2u.c b/math/aarch64/experimental/erff_2u.c new file mode 100644 index 000000000000..9487f60dd1e3 --- /dev/null +++ b/math/aarch64/experimental/erff_2u.c @@ -0,0 +1,81 @@ +/* + * Single-precision erf(x) function. + * + * Copyright (c) 2023-2024, Arm Limited. + * SPDX-License-Identifier: MIT OR Apache-2.0 WITH LLVM-exception + */ + +#include "math_config.h" +#include "test_sig.h" +#include "test_defs.h" + +#define TwoOverSqrtPiMinusOne 0x1.06eba8p-3f +#define Shift 0x1p16f +#define OneThird 0x1.555556p-2f + +/* Fast erff approximation based on series expansion near x rounded to + nearest multiple of 1/128. + Let d = x - r, and scale = 2 / sqrt(pi) * exp(-r^2). For x near r, + + erf(x) ~ erf(r) + + scale * d * [ + + 1 + - r d + + 1/3 (2 r^2 - 1) d^2 + - 1/6 (r (2 r^2 - 3) ) d^3 + + 1/30 (4 r^4 - 12 r^2 + 3) d^4 + ] + + This single precision implementation uses only the following terms: + + erf(x) ~ erf(r) + scale * d * [1 - r * d - 1/3 * d^2] + + Values of erf(r) and scale are read from lookup tables. + For |x| > 3.9375, erf(|x|) rounds to 1.0f. + + Maximum error: 1.93 ULP + erff(0x1.c373e6p-9) got 0x1.fd686cp-9 + want 0x1.fd6868p-9. */ +float +arm_math_erff (float x) +{ + /* Get absolute value and sign. */ + uint32_t ix = asuint (x); + uint32_t ia = ix & 0x7fffffff; + uint32_t sign = ix & ~0x7fffffff; + + /* |x| < 0x1p-62. Triggers exceptions. */ + if (unlikely (ia < 0x20800000)) + return fmaf (TwoOverSqrtPiMinusOne, x, x); + + if (ia < 0x407b8000) /* |x| < 4 - 8 / 128 = 3.9375. */ + { + /* Lookup erf(r) and scale(r) in tables, e.g. set erf(r) to 0 and scale + to 2/sqrt(pi), when x reduced to r = 0. */ + float a = asfloat (ia); + float z = a + Shift; + uint32_t i = asuint (z) - asuint (Shift); + float r = z - Shift; + float erfr = __v_erff_data.tab[i].erf; + float scale = __v_erff_data.tab[i].scale; + + /* erf(x) ~ erf(r) + scale * d * (1 - r * d - 1/3 * d^2). */ + float d = a - r; + float d2 = d * d; + float y = -fmaf (OneThird, d, r); + y = fmaf (fmaf (y, d2, d), scale, erfr); + return asfloat (asuint (y) | sign); + } + + /* Special cases : erff(nan)=nan, erff(+inf)=+1 and erff(-inf)=-1. */ + if (unlikely (ia >= 0x7f800000)) + return (1.0f - (float) (sign >> 30)) + 1.0f / x; + + /* Boring domain (|x| >= 4.0). */ + return asfloat (sign | asuint (1.0f)); +} + +TEST_ULP (arm_math_erff, 1.43) +TEST_SYM_INTERVAL (arm_math_erff, 0, 3.9375, 40000) +TEST_SYM_INTERVAL (arm_math_erff, 3.9375, inf, 40000) +TEST_SYM_INTERVAL (arm_math_erff, 0, inf, 40000) |