/* * Single-precision vector e^x function. * * Copyright (c) 2019-2023, Arm Limited. * SPDX-License-Identifier: MIT OR Apache-2.0 WITH LLVM-exception */ #include "sv_math.h" #include "pl_sig.h" #include "pl_test.h" static const struct data { float poly[5]; float inv_ln2, ln2_hi, ln2_lo, shift, thres; } data = { /* Coefficients copied from the polynomial in AdvSIMD variant, reversed for compatibility with polynomial helpers. */ .poly = { 0x1.ffffecp-1f, 0x1.fffdb6p-2f, 0x1.555e66p-3f, 0x1.573e2ep-5f, 0x1.0e4020p-7f }, .inv_ln2 = 0x1.715476p+0f, .ln2_hi = 0x1.62e4p-1f, .ln2_lo = 0x1.7f7d1cp-20f, /* 1.5*2^17 + 127. */ .shift = 0x1.903f8p17f, /* Roughly 87.3. For x < -Thres, the result is subnormal and not handled correctly by FEXPA. */ .thres = 0x1.5d5e2ap+6f, }; #define C(i) sv_f32 (d->poly[i]) #define ExponentBias 0x3f800000 static svfloat32_t NOINLINE special_case (svfloat32_t x, svfloat32_t y, svbool_t special) { return sv_call_f32 (expf, x, y, special); } /* Optimised single-precision SVE exp function. Worst-case error is 1.04 ulp: SV_NAME_F1 (exp)(0x1.a8eda4p+1) got 0x1.ba74bcp+4 want 0x1.ba74bap+4. */ svfloat32_t SV_NAME_F1 (exp) (svfloat32_t x, const svbool_t pg) { const struct data *d = ptr_barrier (&data); /* exp(x) = 2^n (1 + poly(r)), with 1 + poly(r) in [1/sqrt(2),sqrt(2)] x = ln2*n + r, with r in [-ln2/2, ln2/2]. */ /* Load some constants in quad-word chunks to minimise memory access (last lane is wasted). */ svfloat32_t invln2_and_ln2 = svld1rq (svptrue_b32 (), &d->inv_ln2); /* n = round(x/(ln2/N)). */ svfloat32_t z = svmla_lane (sv_f32 (d->shift), x, invln2_and_ln2, 0); svfloat32_t n = svsub_x (pg, z, d->shift); /* r = x - n*ln2/N. */ svfloat32_t r = svmls_lane (x, n, invln2_and_ln2, 1); r = svmls_lane (r, n, invln2_and_ln2, 2); /* scale = 2^(n/N). */ svbool_t is_special_case = svacgt (pg, x, d->thres); svfloat32_t scale = svexpa (svreinterpret_u32 (z)); /* y = exp(r) - 1 ~= r + C0 r^2 + C1 r^3 + C2 r^4 + C3 r^5 + C4 r^6. */ svfloat32_t p12 = svmla_x (pg, C (1), C (2), r); svfloat32_t p34 = svmla_x (pg, C (3), C (4), r); svfloat32_t r2 = svmul_x (pg, r, r); svfloat32_t p14 = svmla_x (pg, p12, p34, r2); svfloat32_t p0 = svmul_x (pg, r, C (0)); svfloat32_t poly = svmla_x (pg, p0, r2, p14); if (unlikely (svptest_any (pg, is_special_case))) return special_case (x, svmla_x (pg, scale, scale, poly), is_special_case); return svmla_x (pg, scale, scale, poly); } PL_SIG (SV, F, 1, exp, -9.9, 9.9) PL_TEST_ULP (SV_NAME_F1 (exp), 0.55) PL_TEST_SYM_INTERVAL (SV_NAME_F1 (exp), 0, 0x1p-23, 40000) PL_TEST_SYM_INTERVAL (SV_NAME_F1 (exp), 0x1p-23, 1, 50000) PL_TEST_SYM_INTERVAL (SV_NAME_F1 (exp), 1, 0x1p23, 50000) PL_TEST_SYM_INTERVAL (SV_NAME_F1 (exp), 0x1p23, inf, 50000)