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AArch64: Improve codegen of AdvSIMD expf family
Load the polynomial evaluation coefficients into 2 vectors and use lanewise MLAs. Also use intrinsics instead of native operations. expf: 3% improvement in throughput microbenchmark on Neoverse V1, exp2f: 5%, exp10f: 13%, coshf: 14%. Reviewed-by: Wilco Dijkstra <Wilco.Dijkstra@arm.com>
This commit is contained in:
parent
6914774b9d
commit
cff9648d0b
5 changed files with 127 additions and 118 deletions
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@ -23,19 +23,27 @@
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static const struct data
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{
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struct v_expf_data expf_consts;
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uint32x4_t tiny_bound, special_bound;
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uint32x4_t tiny_bound;
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float32x4_t bound;
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#if WANT_SIMD_EXCEPT
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uint32x4_t special_bound;
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#endif
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} data = {
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.expf_consts = V_EXPF_DATA,
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.tiny_bound = V4 (0x20000000), /* 0x1p-63: Round to 1 below this. */
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/* 0x1.5a92d8p+6: expf overflows above this, so have to use special case. */
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.bound = V4 (0x1.5a92d8p+6),
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#if WANT_SIMD_EXCEPT
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.special_bound = V4 (0x42ad496c),
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#endif
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};
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#if !WANT_SIMD_EXCEPT
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static float32x4_t NOINLINE VPCS_ATTR
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special_case (float32x4_t x, float32x4_t y, uint32x4_t special)
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special_case (float32x4_t x, float32x4_t half_t, float32x4_t half_over_t,
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uint32x4_t special)
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{
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return v_call_f32 (coshf, x, y, special);
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return v_call_f32 (coshf, x, vaddq_f32 (half_t, half_over_t), special);
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}
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#endif
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@ -47,14 +55,13 @@ float32x4_t VPCS_ATTR V_NAME_F1 (cosh) (float32x4_t x)
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{
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const struct data *d = ptr_barrier (&data);
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float32x4_t ax = vabsq_f32 (x);
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uint32x4_t iax = vreinterpretq_u32_f32 (ax);
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uint32x4_t special = vcgeq_u32 (iax, d->special_bound);
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#if WANT_SIMD_EXCEPT
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/* If fp exceptions are to be triggered correctly, fall back to the scalar
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variant for all inputs if any input is a special value or above the bound
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at which expf overflows. */
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float32x4_t ax = vabsq_f32 (x);
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uint32x4_t iax = vreinterpretq_u32_f32 (ax);
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uint32x4_t special = vcgeq_u32 (iax, d->special_bound);
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if (__glibc_unlikely (v_any_u32 (special)))
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return v_call_f32 (coshf, x, x, v_u32 (-1));
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@ -63,10 +70,13 @@ float32x4_t VPCS_ATTR V_NAME_F1 (cosh) (float32x4_t x)
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input to 0, which will generate no exceptions. */
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if (__glibc_unlikely (v_any_u32 (tiny)))
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ax = v_zerofy_f32 (ax, tiny);
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float32x4_t t = v_expf_inline (ax, &d->expf_consts);
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#else
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uint32x4_t special = vcageq_f32 (x, d->bound);
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float32x4_t t = v_expf_inline (x, &d->expf_consts);
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#endif
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/* Calculate cosh by exp(x) / 2 + exp(-x) / 2. */
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float32x4_t t = v_expf_inline (ax, &d->expf_consts);
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float32x4_t half_t = vmulq_n_f32 (t, 0.5);
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float32x4_t half_over_t = vdivq_f32 (v_f32 (0.5), t);
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@ -75,7 +85,7 @@ float32x4_t VPCS_ATTR V_NAME_F1 (cosh) (float32x4_t x)
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return vbslq_f32 (tiny, v_f32 (1), vaddq_f32 (half_t, half_over_t));
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#else
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if (__glibc_unlikely (v_any_u32 (special)))
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return special_case (x, vaddq_f32 (half_t, half_over_t), special);
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return special_case (x, half_t, half_over_t, special);
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#endif
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return vaddq_f32 (half_t, half_over_t);
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@ -18,16 +18,15 @@
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<https://www.gnu.org/licenses/>. */
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#include "v_math.h"
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#include "poly_advsimd_f32.h"
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#define ScaleBound 192.0f
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static const struct data
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{
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float32x4_t poly[5];
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float log10_2_and_inv[4];
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float32x4_t shift;
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float32x4_t c0, c1, c3;
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float log10_2_high, log10_2_low, c2, c4;
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float32x4_t inv_log10_2, special_bound;
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uint32x4_t exponent_bias, special_offset, special_bias;
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#if !WANT_SIMD_EXCEPT
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float32x4_t scale_thresh;
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#endif
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@ -37,19 +36,24 @@ static const struct data
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rel error: 0x1.89dafa3p-24
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abs error: 0x1.167d55p-23 in [-log10(2)/2, log10(2)/2]
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maxerr: 1.85943 +0.5 ulp. */
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.poly = { V4 (0x1.26bb16p+1f), V4 (0x1.5350d2p+1f), V4 (0x1.04744ap+1f),
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V4 (0x1.2d8176p+0f), V4 (0x1.12b41ap-1f) },
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.shift = V4 (0x1.8p23f),
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/* Stores constants 1/log10(2), log10(2)_high, log10(2)_low, 0. */
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.log10_2_and_inv = { 0x1.a934fp+1, 0x1.344136p-2, -0x1.ec10cp-27, 0 },
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.c0 = V4 (0x1.26bb16p+1f),
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.c1 = V4 (0x1.5350d2p+1f),
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.c2 = 0x1.04744ap+1f,
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.c3 = V4 (0x1.2d8176p+0f),
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.c4 = 0x1.12b41ap-1f,
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.inv_log10_2 = V4 (0x1.a934fp+1),
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.log10_2_high = 0x1.344136p-2,
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.log10_2_low = 0x1.ec10cp-27,
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/* rint (log2 (2^127 / (1 + sqrt (2)))). */
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.special_bound = V4 (126.0f),
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.exponent_bias = V4 (0x3f800000),
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.special_offset = V4 (0x82000000),
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.special_bias = V4 (0x7f000000),
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#if !WANT_SIMD_EXCEPT
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.scale_thresh = V4 (ScaleBound)
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#endif
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};
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#define ExponentBias v_u32 (0x3f800000)
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#if WANT_SIMD_EXCEPT
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# define SpecialBound 38.0f /* rint(log10(2^127)). */
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@ -67,17 +71,15 @@ special_case (float32x4_t x, float32x4_t y, uint32x4_t cmp)
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#else
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# define SpecialBound 126.0f /* rint (log2 (2^127 / (1 + sqrt (2)))). */
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# define SpecialOffset v_u32 (0x82000000)
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# define SpecialBias v_u32 (0x7f000000)
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# define SpecialBound 126.0f
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static float32x4_t VPCS_ATTR NOINLINE
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special_case (float32x4_t poly, float32x4_t n, uint32x4_t e, uint32x4_t cmp1,
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float32x4_t scale, const struct data *d)
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{
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/* 2^n may overflow, break it up into s1*s2. */
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uint32x4_t b = vandq_u32 (vclezq_f32 (n), SpecialOffset);
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float32x4_t s1 = vreinterpretq_f32_u32 (vaddq_u32 (b, SpecialBias));
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uint32x4_t b = vandq_u32 (vclezq_f32 (n), d->special_offset);
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float32x4_t s1 = vreinterpretq_f32_u32 (vaddq_u32 (b, d->special_bias));
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float32x4_t s2 = vreinterpretq_f32_u32 (vsubq_u32 (e, b));
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uint32x4_t cmp2 = vcagtq_f32 (n, d->scale_thresh);
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float32x4_t r2 = vmulq_f32 (s1, s1);
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@ -112,23 +114,23 @@ float32x4_t VPCS_ATTR NOINLINE V_NAME_F1 (exp10) (float32x4_t x)
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/* exp10(x) = 2^n * 10^r = 2^n * (1 + poly (r)),
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with poly(r) in [1/sqrt(2), sqrt(2)] and
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x = r + n * log10 (2), with r in [-log10(2)/2, log10(2)/2]. */
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float32x4_t log10_2_and_inv = vld1q_f32 (d->log10_2_and_inv);
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float32x4_t z = vfmaq_laneq_f32 (d->shift, x, log10_2_and_inv, 0);
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float32x4_t n = vsubq_f32 (z, d->shift);
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float32x4_t r = vfmsq_laneq_f32 (x, n, log10_2_and_inv, 1);
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r = vfmsq_laneq_f32 (r, n, log10_2_and_inv, 2);
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uint32x4_t e = vshlq_n_u32 (vreinterpretq_u32_f32 (z), 23);
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float32x4_t log10_2_c24 = vld1q_f32 (&d->log10_2_high);
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float32x4_t n = vrndaq_f32 (vmulq_f32 (x, d->inv_log10_2));
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float32x4_t r = vfmsq_laneq_f32 (x, n, log10_2_c24, 0);
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r = vfmaq_laneq_f32 (r, n, log10_2_c24, 1);
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uint32x4_t e = vshlq_n_u32 (vreinterpretq_u32_s32 (vcvtaq_s32_f32 (n)), 23);
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float32x4_t scale = vreinterpretq_f32_u32 (vaddq_u32 (e, ExponentBias));
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float32x4_t scale = vreinterpretq_f32_u32 (vaddq_u32 (e, d->exponent_bias));
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#if !WANT_SIMD_EXCEPT
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uint32x4_t cmp = vcagtq_f32 (n, v_f32 (SpecialBound));
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uint32x4_t cmp = vcagtq_f32 (n, d->special_bound);
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#endif
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float32x4_t r2 = vmulq_f32 (r, r);
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float32x4_t poly
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= vfmaq_f32 (vmulq_f32 (r, d->poly[0]),
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v_pairwise_poly_3_f32 (r, r2, d->poly + 1), r2);
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float32x4_t p12 = vfmaq_laneq_f32 (d->c1, r, log10_2_c24, 2);
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float32x4_t p34 = vfmaq_laneq_f32 (d->c3, r, log10_2_c24, 3);
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float32x4_t p14 = vfmaq_f32 (p12, r2, p34);
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float32x4_t poly = vfmaq_f32 (vmulq_f32 (r, d->c0), p14, r2);
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if (__glibc_unlikely (v_any_u32 (cmp)))
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#if WANT_SIMD_EXCEPT
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@ -21,24 +21,28 @@
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static const struct data
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{
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float32x4_t poly[5];
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uint32x4_t exponent_bias;
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float32x4_t c1, c3;
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uint32x4_t exponent_bias, special_offset, special_bias;
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#if !WANT_SIMD_EXCEPT
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float32x4_t special_bound, scale_thresh;
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float32x4_t scale_thresh, special_bound;
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#endif
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float c0, c2, c4, zero;
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} data = {
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/* maxerr: 1.962 ulp. */
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.poly = { V4 (0x1.59977ap-10f), V4 (0x1.3ce9e4p-7f), V4 (0x1.c6bd32p-5f),
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V4 (0x1.ebf9bcp-3f), V4 (0x1.62e422p-1f) },
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.c0 = 0x1.59977ap-10f,
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.c1 = V4 (0x1.3ce9e4p-7f),
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.c2 = 0x1.c6bd32p-5f,
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.c3 = V4 (0x1.ebf9bcp-3f),
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.c4 = 0x1.62e422p-1f,
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.exponent_bias = V4 (0x3f800000),
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.special_offset = V4 (0x82000000),
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.special_bias = V4 (0x7f000000),
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#if !WANT_SIMD_EXCEPT
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.special_bound = V4 (126.0f),
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.scale_thresh = V4 (192.0f),
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#endif
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};
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#define C(i) d->poly[i]
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#if WANT_SIMD_EXCEPT
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# define TinyBound v_u32 (0x20000000) /* asuint (0x1p-63). */
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#else
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# define SpecialOffset v_u32 (0x82000000)
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# define SpecialBias v_u32 (0x7f000000)
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static float32x4_t VPCS_ATTR NOINLINE
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special_case (float32x4_t poly, float32x4_t n, uint32x4_t e, uint32x4_t cmp1,
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float32x4_t scale, const struct data *d)
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{
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/* 2^n may overflow, break it up into s1*s2. */
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uint32x4_t b = vandq_u32 (vclezq_f32 (n), SpecialOffset);
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float32x4_t s1 = vreinterpretq_f32_u32 (vaddq_u32 (b, SpecialBias));
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uint32x4_t b = vandq_u32 (vclezq_f32 (n), d->special_offset);
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float32x4_t s1 = vreinterpretq_f32_u32 (vaddq_u32 (b, d->special_bias));
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float32x4_t s2 = vreinterpretq_f32_u32 (vsubq_u32 (e, b));
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uint32x4_t cmp2 = vcagtq_f32 (n, d->scale_thresh);
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float32x4_t r2 = vmulq_f32 (s1, s1);
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float32x4_t VPCS_ATTR NOINLINE V_NAME_F1 (exp2) (float32x4_t x)
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{
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const struct data *d = ptr_barrier (&data);
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float32x4_t n, r, r2, scale, p, q, poly;
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uint32x4_t cmp, e;
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#if WANT_SIMD_EXCEPT
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/* asuint(|x|) - TinyBound >= BigBound - TinyBound. */
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uint32x4_t ia = vreinterpretq_u32_f32 (vabsq_f32 (x));
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cmp = vcgeq_u32 (vsubq_u32 (ia, TinyBound), SpecialBound);
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uint32x4_t cmp = vcgeq_u32 (vsubq_u32 (ia, TinyBound), SpecialBound);
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float32x4_t xm = x;
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/* If any lanes are special, mask them with 1 and retain a copy of x to allow
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special_case to fix special lanes later. This is only necessary if fenv
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x = vbslq_f32 (cmp, v_f32 (1), x);
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#endif
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/* exp2(x) = 2^n (1 + poly(r)), with 1 + poly(r) in [1/sqrt(2),sqrt(2)]
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x = n + r, with r in [-1/2, 1/2]. */
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n = vrndaq_f32 (x);
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r = vsubq_f32 (x, n);
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e = vshlq_n_u32 (vreinterpretq_u32_s32 (vcvtaq_s32_f32 (x)), 23);
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scale = vreinterpretq_f32_u32 (vaddq_u32 (e, d->exponent_bias));
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/* exp2(x) = 2^n (1 + poly(r)), with 1 + poly(r) in [1/sqrt(2),sqrt(2)]
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x = n + r, with r in [-1/2, 1/2]. */
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float32x4_t n = vrndaq_f32 (x);
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float32x4_t r = vsubq_f32 (x, n);
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uint32x4_t e = vshlq_n_u32 (vreinterpretq_u32_s32 (vcvtaq_s32_f32 (x)), 23);
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float32x4_t scale = vreinterpretq_f32_u32 (vaddq_u32 (e, d->exponent_bias));
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#if !WANT_SIMD_EXCEPT
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cmp = vcagtq_f32 (n, d->special_bound);
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uint32x4_t cmp = vcagtq_f32 (n, d->special_bound);
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#endif
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r2 = vmulq_f32 (r, r);
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p = vfmaq_f32 (C (1), C (0), r);
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q = vfmaq_f32 (C (3), C (2), r);
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float32x4_t c024 = vld1q_f32 (&d->c0);
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float32x4_t r2 = vmulq_f32 (r, r);
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float32x4_t p = vfmaq_laneq_f32 (d->c1, r, c024, 0);
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float32x4_t q = vfmaq_laneq_f32 (d->c3, r, c024, 1);
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q = vfmaq_f32 (q, p, r2);
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p = vmulq_f32 (C (4), r);
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poly = vfmaq_f32 (p, q, r2);
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p = vmulq_laneq_f32 (r, c024, 2);
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float32x4_t poly = vfmaq_f32 (p, q, r2);
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if (__glibc_unlikely (v_any_u32 (cmp)))
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#if WANT_SIMD_EXCEPT
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@ -21,20 +21,25 @@
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static const struct data
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{
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float32x4_t poly[5];
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float32x4_t inv_ln2, ln2_hi, ln2_lo;
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uint32x4_t exponent_bias;
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float32x4_t c1, c3, c4, inv_ln2;
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float ln2_hi, ln2_lo, c0, c2;
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uint32x4_t exponent_bias, special_offset, special_bias;
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#if !WANT_SIMD_EXCEPT
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float32x4_t special_bound, scale_thresh;
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#endif
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} data = {
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/* maxerr: 1.45358 +0.5 ulp. */
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.poly = { V4 (0x1.0e4020p-7f), V4 (0x1.573e2ep-5f), V4 (0x1.555e66p-3f),
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V4 (0x1.fffdb6p-2f), V4 (0x1.ffffecp-1f) },
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.c0 = 0x1.0e4020p-7f,
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.c1 = V4 (0x1.573e2ep-5f),
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.c2 = 0x1.555e66p-3f,
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.c3 = V4 (0x1.fffdb6p-2f),
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.c4 = V4 (0x1.ffffecp-1f),
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.inv_ln2 = V4 (0x1.715476p+0f),
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.ln2_hi = V4 (0x1.62e4p-1f),
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.ln2_lo = V4 (0x1.7f7d1cp-20f),
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.ln2_hi = 0x1.62e4p-1f,
|
||||
.ln2_lo = 0x1.7f7d1cp-20f,
|
||||
.exponent_bias = V4 (0x3f800000),
|
||||
.special_offset = V4 (0x82000000),
|
||||
.special_bias = V4 (0x7f000000),
|
||||
#if !WANT_SIMD_EXCEPT
|
||||
.special_bound = V4 (126.0f),
|
||||
.scale_thresh = V4 (192.0f),
|
||||
|
@ -59,19 +64,17 @@ special_case (float32x4_t x, float32x4_t y, uint32x4_t cmp)
|
|||
|
||||
#else
|
||||
|
||||
# define SpecialOffset v_u32 (0x82000000)
|
||||
# define SpecialBias v_u32 (0x7f000000)
|
||||
|
||||
static float32x4_t VPCS_ATTR NOINLINE
|
||||
special_case (float32x4_t poly, float32x4_t n, uint32x4_t e, uint32x4_t cmp1,
|
||||
float32x4_t scale, const struct data *d)
|
||||
{
|
||||
/* 2^n may overflow, break it up into s1*s2. */
|
||||
uint32x4_t b = vandq_u32 (vclezq_f32 (n), SpecialOffset);
|
||||
float32x4_t s1 = vreinterpretq_f32_u32 (vaddq_u32 (b, SpecialBias));
|
||||
uint32x4_t b = vandq_u32 (vclezq_f32 (n), d->special_offset);
|
||||
float32x4_t s1 = vreinterpretq_f32_u32 (vaddq_u32 (b, d->special_bias));
|
||||
float32x4_t s2 = vreinterpretq_f32_u32 (vsubq_u32 (e, b));
|
||||
uint32x4_t cmp2 = vcagtq_f32 (n, d->scale_thresh);
|
||||
float32x4_t r2 = vmulq_f32 (s1, s1);
|
||||
// (s2 + p*s2)*s1 = s2(p+1)s1
|
||||
float32x4_t r1 = vmulq_f32 (vfmaq_f32 (s2, poly, s2), s1);
|
||||
/* Similar to r1 but avoids double rounding in the subnormal range. */
|
||||
float32x4_t r0 = vfmaq_f32 (scale, poly, scale);
|
||||
|
@ -84,12 +87,11 @@ special_case (float32x4_t poly, float32x4_t n, uint32x4_t e, uint32x4_t cmp1,
|
|||
float32x4_t VPCS_ATTR NOINLINE V_NAME_F1 (exp) (float32x4_t x)
|
||||
{
|
||||
const struct data *d = ptr_barrier (&data);
|
||||
float32x4_t n, r, r2, scale, p, q, poly;
|
||||
uint32x4_t cmp, e;
|
||||
float32x4_t ln2_c02 = vld1q_f32 (&d->ln2_hi);
|
||||
|
||||
#if WANT_SIMD_EXCEPT
|
||||
/* asuint(x) - TinyBound >= BigBound - TinyBound. */
|
||||
cmp = vcgeq_u32 (
|
||||
uint32x4_t cmp = vcgeq_u32 (
|
||||
vsubq_u32 (vandq_u32 (vreinterpretq_u32_f32 (x), v_u32 (0x7fffffff)),
|
||||
TinyBound),
|
||||
SpecialBound);
|
||||
|
@ -103,22 +105,22 @@ float32x4_t VPCS_ATTR NOINLINE V_NAME_F1 (exp) (float32x4_t x)
|
|||
|
||||
/* 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]. */
|
||||
n = vrndaq_f32 (vmulq_f32 (x, d->inv_ln2));
|
||||
r = vfmsq_f32 (x, n, d->ln2_hi);
|
||||
r = vfmsq_f32 (r, n, d->ln2_lo);
|
||||
e = vshlq_n_u32 (vreinterpretq_u32_s32 (vcvtq_s32_f32 (n)), 23);
|
||||
scale = vreinterpretq_f32_u32 (vaddq_u32 (e, d->exponent_bias));
|
||||
float32x4_t n = vrndaq_f32 (vmulq_f32 (x, d->inv_ln2));
|
||||
float32x4_t r = vfmsq_laneq_f32 (x, n, ln2_c02, 0);
|
||||
r = vfmsq_laneq_f32 (r, n, ln2_c02, 1);
|
||||
uint32x4_t e = vshlq_n_u32 (vreinterpretq_u32_s32 (vcvtq_s32_f32 (n)), 23);
|
||||
float32x4_t scale = vreinterpretq_f32_u32 (vaddq_u32 (e, d->exponent_bias));
|
||||
|
||||
#if !WANT_SIMD_EXCEPT
|
||||
cmp = vcagtq_f32 (n, d->special_bound);
|
||||
uint32x4_t cmp = vcagtq_f32 (n, d->special_bound);
|
||||
#endif
|
||||
|
||||
r2 = vmulq_f32 (r, r);
|
||||
p = vfmaq_f32 (C (1), C (0), r);
|
||||
q = vfmaq_f32 (C (3), C (2), r);
|
||||
float32x4_t r2 = vmulq_f32 (r, r);
|
||||
float32x4_t p = vfmaq_laneq_f32 (d->c1, r, ln2_c02, 2);
|
||||
float32x4_t q = vfmaq_laneq_f32 (d->c3, r, ln2_c02, 3);
|
||||
q = vfmaq_f32 (q, p, r2);
|
||||
p = vmulq_f32 (C (4), r);
|
||||
poly = vfmaq_f32 (p, q, r2);
|
||||
p = vmulq_f32 (d->c4, r);
|
||||
float32x4_t poly = vfmaq_f32 (p, q, r2);
|
||||
|
||||
if (__glibc_unlikely (v_any_u32 (cmp)))
|
||||
#if WANT_SIMD_EXCEPT
|
||||
|
|
|
@ -24,50 +24,45 @@
|
|||
|
||||
struct v_expf_data
|
||||
{
|
||||
float32x4_t poly[5];
|
||||
float32x4_t shift;
|
||||
float invln2_and_ln2[4];
|
||||
float ln2_hi, ln2_lo, c0, c2;
|
||||
float32x4_t inv_ln2, c1, c3, c4;
|
||||
/* asuint(1.0f). */
|
||||
uint32x4_t exponent_bias;
|
||||
};
|
||||
|
||||
/* maxerr: 1.45358 +0.5 ulp. */
|
||||
#define V_EXPF_DATA \
|
||||
{ \
|
||||
.poly = { V4 (0x1.0e4020p-7f), V4 (0x1.573e2ep-5f), V4 (0x1.555e66p-3f), \
|
||||
V4 (0x1.fffdb6p-2f), V4 (0x1.ffffecp-1f) }, \
|
||||
.shift = V4 (0x1.8p23f), \
|
||||
.invln2_and_ln2 = { 0x1.715476p+0f, 0x1.62e4p-1f, 0x1.7f7d1cp-20f, 0 }, \
|
||||
.c0 = 0x1.0e4020p-7f, .c1 = V4 (0x1.573e2ep-5f), .c2 = 0x1.555e66p-3f, \
|
||||
.c3 = V4 (0x1.fffdb6p-2f), .c4 = V4 (0x1.ffffecp-1f), \
|
||||
.ln2_hi = 0x1.62e4p-1f, .ln2_lo = 0x1.7f7d1cp-20f, \
|
||||
.inv_ln2 = V4 (0x1.715476p+0f), .exponent_bias = V4 (0x3f800000), \
|
||||
}
|
||||
|
||||
#define ExponentBias v_u32 (0x3f800000) /* asuint(1.0f). */
|
||||
#define C(i) d->poly[i]
|
||||
|
||||
static inline float32x4_t
|
||||
v_expf_inline (float32x4_t x, const struct v_expf_data *d)
|
||||
{
|
||||
/* Helper routine for calculating exp(x).
|
||||
/* Helper routine for calculating exp(ax).
|
||||
Copied from v_expf.c, with all special-case handling removed - the
|
||||
calling routine should handle special values if required. */
|
||||
|
||||
/* 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]. */
|
||||
float32x4_t n, r, z;
|
||||
float32x4_t invln2_and_ln2 = vld1q_f32 (d->invln2_and_ln2);
|
||||
z = vfmaq_laneq_f32 (d->shift, x, invln2_and_ln2, 0);
|
||||
n = vsubq_f32 (z, d->shift);
|
||||
r = vfmsq_laneq_f32 (x, n, invln2_and_ln2, 1);
|
||||
r = vfmsq_laneq_f32 (r, n, invln2_and_ln2, 2);
|
||||
uint32x4_t e = vshlq_n_u32 (vreinterpretq_u32_f32 (z), 23);
|
||||
float32x4_t scale = vreinterpretq_f32_u32 (vaddq_u32 (e, ExponentBias));
|
||||
/* exp(ax) = 2^n (1 + poly(r)), with 1 + poly(r) in [1/sqrt(2),sqrt(2)]
|
||||
ax = ln2*n + r, with r in [-ln2/2, ln2/2]. */
|
||||
float32x4_t ax = vabsq_f32 (x);
|
||||
float32x4_t ln2_c02 = vld1q_f32 (&d->ln2_hi);
|
||||
float32x4_t n = vrndaq_f32 (vmulq_f32 (ax, d->inv_ln2));
|
||||
float32x4_t r = vfmsq_laneq_f32 (ax, n, ln2_c02, 0);
|
||||
r = vfmsq_laneq_f32 (r, n, ln2_c02, 1);
|
||||
uint32x4_t e = vshlq_n_u32 (vreinterpretq_u32_s32 (vcvtq_s32_f32 (n)), 23);
|
||||
float32x4_t scale = vreinterpretq_f32_u32 (vaddq_u32 (e, d->exponent_bias));
|
||||
|
||||
/* Custom order-4 Estrin avoids building high order monomial. */
|
||||
float32x4_t r2 = vmulq_f32 (r, r);
|
||||
float32x4_t p, q, poly;
|
||||
p = vfmaq_f32 (C (1), C (0), r);
|
||||
q = vfmaq_f32 (C (3), C (2), r);
|
||||
float32x4_t p = vfmaq_laneq_f32 (d->c1, r, ln2_c02, 2);
|
||||
float32x4_t q = vfmaq_laneq_f32 (d->c3, r, ln2_c02, 3);
|
||||
q = vfmaq_f32 (q, p, r2);
|
||||
p = vmulq_f32 (C (4), r);
|
||||
poly = vfmaq_f32 (p, q, r2);
|
||||
p = vmulq_f32 (d->c4, r);
|
||||
float32x4_t poly = vfmaq_f32 (p, q, r2);
|
||||
return vfmaq_f32 (scale, poly, scale);
|
||||
}
|
||||
|
||||
#endif
|
||||
|
|
Loading…
Add table
Reference in a new issue