/* * Single-precision vector erfc(x) function. * * Copyright (c) 2023, Arm Limited. * SPDX-License-Identifier: MIT OR Apache-2.0 WITH LLVM-exception */ #include "v_math.h" #include "pl_sig.h" #include "pl_test.h" static const struct data { uint32x4_t offset, table_scale; float32x4_t max, shift; float32x4_t coeffs, third, two_over_five, tenth; #if WANT_SIMD_EXCEPT float32x4_t uflow_bound; #endif } data = { /* Set an offset so the range of the index used for lookup is 644, and it can be clamped using a saturated add. */ .offset = V4 (0xb7fffd7b), /* 0xffffffff - asuint(shift) - 644. */ .table_scale = V4 (0x28000000 << 1), /* asuint (2^-47) << 1. */ .max = V4 (10.0625f), /* 10 + 1/16 = 644/64. */ .shift = V4 (0x1p17f), /* Store 1/3, 2/3 and 2/15 in a single register for use with indexed muls and fmas. */ .coeffs = (float32x4_t){ 0x1.555556p-2f, 0x1.555556p-1f, 0x1.111112p-3f, 0 }, .third = V4 (0x1.555556p-2f), .two_over_five = V4 (-0x1.99999ap-2f), .tenth = V4 (-0x1.99999ap-4f), #if WANT_SIMD_EXCEPT .uflow_bound = V4 (0x1.2639cp+3f), #endif }; #define TinyBound 0x41000000 /* 0x1p-62f << 1. */ #define Thres 0xbe000000 /* asuint(infinity) << 1 - TinyBound. */ #define Off 0xfffffd7b /* 0xffffffff - 644. */ struct entry { float32x4_t erfc; float32x4_t scale; }; static inline struct entry lookup (uint32x4_t i) { struct entry e; float64_t t0 = *((float64_t *) (__erfcf_data.tab - Off + i[0])); float64_t t1 = *((float64_t *) (__erfcf_data.tab - Off + i[1])); float64_t t2 = *((float64_t *) (__erfcf_data.tab - Off + i[2])); float64_t t3 = *((float64_t *) (__erfcf_data.tab - Off + i[3])); float32x4_t e1 = vreinterpretq_f32_f64 ((float64x2_t){ t0, t1 }); float32x4_t e2 = vreinterpretq_f32_f64 ((float64x2_t){ t2, t3 }); e.erfc = vuzp1q_f32 (e1, e2); e.scale = vuzp2q_f32 (e1, e2); return e; } #if WANT_SIMD_EXCEPT static float32x4_t VPCS_ATTR NOINLINE special_case (float32x4_t x, float32x4_t y, uint32x4_t cmp) { return v_call_f32 (erfcf, x, y, cmp); } #endif /* Optimized single-precision vector erfcf(x). Approximation based on series expansion near x rounded to nearest multiple of 1/64. Let d = x - r, and scale = 2 / sqrt(pi) * exp(-r^2). For x near r, erfc(x) ~ erfc(r) - scale * d * poly(r, d), with poly(r, d) = 1 - r d + (2/3 r^2 - 1/3) d^2 - r (1/3 r^2 - 1/2) d^3 + (2/15 r^4 - 2/5 r^2 + 1/10) d^4 Values of erfc(r) and scale are read from lookup tables. Stored values are scaled to avoid hitting the subnormal range. Note that for x < 0, erfc(x) = 2.0 - erfc(-x). Maximum error: 1.63 ULP (~1.0 ULP for x < 0.0). _ZGVnN4v_erfcf(0x1.1dbf7ap+3) got 0x1.f51212p-120 want 0x1.f51216p-120. */ VPCS_ATTR float32x4_t V_NAME_F1 (erfc) (float32x4_t x) { const struct data *dat = ptr_barrier (&data); #if WANT_SIMD_EXCEPT /* |x| < 2^-62. Avoid fabs by left-shifting by 1. */ uint32x4_t ix = vreinterpretq_u32_f32 (x); uint32x4_t cmp = vcltq_u32 (vaddq_u32 (ix, ix), v_u32 (TinyBound)); /* x >= ~9.19 (into subnormal case and uflow case). Comparison is done in integer domain to avoid raising exceptions in presence of nans. */ uint32x4_t uflow = vcgeq_s32 (vreinterpretq_s32_f32 (x), vreinterpretq_s32_f32 (dat->uflow_bound)); cmp = vorrq_u32 (cmp, uflow); float32x4_t xm = x; /* If any lanes are special, mask them with 0 and retain a copy of x to allow special case handler to fix special lanes later. This is only necessary if fenv exceptions are to be triggered correctly. */ if (unlikely (v_any_u32 (cmp))) x = v_zerofy_f32 (x, cmp); #endif float32x4_t a = vabsq_f32 (x); a = vminq_f32 (a, dat->max); /* Lookup erfc(r) and scale(r) in tables, e.g. set erfc(r) to 0 and scale to 2/sqrt(pi), when x reduced to r = 0. */ float32x4_t shift = dat->shift; float32x4_t z = vaddq_f32 (a, shift); /* Clamp index to a range of 644. A naive approach would use a subtract and min. Instead we offset the table address and the index, then use a saturating add. */ uint32x4_t i = vqaddq_u32 (vreinterpretq_u32_f32 (z), dat->offset); struct entry e = lookup (i); /* erfc(x) ~ erfc(r) - scale * d * poly(r, d). */ float32x4_t r = vsubq_f32 (z, shift); float32x4_t d = vsubq_f32 (a, r); float32x4_t d2 = vmulq_f32 (d, d); float32x4_t r2 = vmulq_f32 (r, r); float32x4_t p1 = r; float32x4_t p2 = vfmsq_laneq_f32 (dat->third, r2, dat->coeffs, 1); float32x4_t p3 = vmulq_f32 (r, vfmaq_laneq_f32 (v_f32 (-0.5), r2, dat->coeffs, 0)); float32x4_t p4 = vfmaq_laneq_f32 (dat->two_over_five, r2, dat->coeffs, 2); p4 = vfmsq_f32 (dat->tenth, r2, p4); float32x4_t y = vfmaq_f32 (p3, d, p4); y = vfmaq_f32 (p2, d, y); y = vfmaq_f32 (p1, d, y); y = vfmsq_f32 (e.erfc, e.scale, vfmsq_f32 (d, d2, y)); /* Offset equals 2.0f if sign, else 0.0f. */ uint32x4_t sign = vshrq_n_u32 (vreinterpretq_u32_f32 (x), 31); float32x4_t off = vreinterpretq_f32_u32 (vshlq_n_u32 (sign, 30)); /* Copy sign and scale back in a single fma. Since the bit patterns do not overlap, then logical or and addition are equivalent here. */ float32x4_t fac = vreinterpretq_f32_u32 ( vsraq_n_u32 (vshlq_n_u32 (sign, 31), dat->table_scale, 1)); #if WANT_SIMD_EXCEPT if (unlikely (v_any_u32 (cmp))) return special_case (xm, vfmaq_f32 (off, fac, y), cmp); #endif return vfmaq_f32 (off, fac, y); } PL_SIG (V, F, 1, erfc, -4.0, 10.0) PL_TEST_ULP (V_NAME_F1 (erfc), 1.14) PL_TEST_SYM_INTERVAL (V_NAME_F1 (erfc), 0, 0x1p-26, 40000) PL_TEST_INTERVAL (V_NAME_F1 (erfc), 0x1p-26, 10.0625, 40000) PL_TEST_INTERVAL (V_NAME_F1 (erfc), -0x1p-26, -4.0, 40000) PL_TEST_INTERVAL (V_NAME_F1 (erfc), 10.0625, inf, 40000) PL_TEST_INTERVAL (V_NAME_F1 (erfc), -4.0, -inf, 40000)