• Home
  • Line#
  • Scopes#
  • Navigate#
  • Raw
  • Download
1 // Auto-generated file. Do not edit!
2 //   Template: src/f32-sigmoid/avx2-p5.c.in
3 //   Generator: tools/xngen
4 //
5 // Copyright 2019 Google LLC
6 //
7 // This source code is licensed under the BSD-style license found in the
8 // LICENSE file in the root directory of this source tree.
9 
10 #include <assert.h>
11 
12 #include <immintrin.h>
13 
14 #include <xnnpack/common.h>
15 #include <xnnpack/vunary.h>
16 
17 
18 static const int32_t mask_table[14] = {-1, -1, -1, -1, -1, -1, -1, 0, 0, 0, 0, 0, 0, 0};
19 
xnn_f32_sigmoid_ukernel__avx2_rr1_p5_nr1fma_x8(size_t n,const float * x,float * y,const void * params)20 void xnn_f32_sigmoid_ukernel__avx2_rr1_p5_nr1fma_x8(
21     size_t n,
22     const float* x,
23     float* y,
24     const void* params)
25 {
26   assert(n % sizeof(float) == 0);
27 
28   const __m256 vsign_mask = _mm256_set1_ps(-0.0f);
29   const __m256 vmagic_bias = _mm256_set1_ps(0x1.8000FEp23f);
30   const __m256 vlog2e = _mm256_set1_ps(0x1.715476p0f);
31   const __m256 vminus_ln2 = _mm256_set1_ps(-0x1.62E43p-1f);
32   const __m256 vc5 = _mm256_set1_ps(0x1.0F9F9Cp-7f);
33   const __m256 vc4 = _mm256_set1_ps(0x1.573A1Ap-5f);
34   const __m256 vc3 = _mm256_set1_ps(0x1.555A80p-3f);
35   const __m256 vc2 = _mm256_set1_ps(0x1.FFFDC6p-2f);
36   const __m256 vc1 = _mm256_set1_ps(0x1.FFFFF6p-1f);
37   const __m256 vone = _mm256_set1_ps(1.0f);
38   const __m256 vdenorm_cutoff = _mm256_set1_ps(-0x1.5D589Ep+6f);
39 
40   for (; n >= 8 * sizeof(float); n -= 8 * sizeof(float)) {
41     const __m256 vx = _mm256_loadu_ps(x);
42     x += 8;
43 
44     const __m256 vz = _mm256_or_ps(vx, vsign_mask);
45 
46     __m256 vn = _mm256_fmadd_ps(vz, vlog2e, vmagic_bias);
47     const __m256 vs = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn), 23));
48     vn = _mm256_sub_ps(vn, vmagic_bias);
49 
50     __m256 vt = _mm256_fmadd_ps(vn, vminus_ln2, vz);
51 
52     __m256 vp = _mm256_fmadd_ps(vc5, vt, vc4);
53     vp = _mm256_fmadd_ps(vp, vt, vc3);
54     vp = _mm256_fmadd_ps(vp, vt, vc2);
55     vp = _mm256_fmadd_ps(vp, vt, vc1);
56 
57     vt = _mm256_mul_ps(vt, vs);
58     const __m256 ve = _mm256_fmadd_ps(vt, vp, vs);
59 
60     const __m256 vd = _mm256_add_ps(ve, vone);
61     __m256 vr = _mm256_rcp_ps(vd);
62     vr = _mm256_fmadd_ps(_mm256_fnmadd_ps(vr, vd, vone), vr, vr);
63     __m256 vf = _mm256_mul_ps(ve, vr);
64 
65     vf = _mm256_andnot_ps(_mm256_cmp_ps(vz, vdenorm_cutoff, _CMP_LT_OS), vf);
66     vf = _mm256_blendv_ps(_mm256_sub_ps(vone, vf), vf, vx);
67 
68     _mm256_storeu_ps(y, vf);
69     y += 8;
70   }
71   if XNN_UNLIKELY(n != 0) {
72     assert(n >= 1 * sizeof(float));
73     assert(n <= 7 * sizeof(float));
74     __m256i vmask = _mm256_loadu_si256((const __m256i*) ((uintptr_t) &mask_table[7] - n));
75 
76     const __m256 vx = _mm256_maskload_ps(x, vmask);
77 
78     const __m256 vz = _mm256_or_ps(vx, vsign_mask);
79 
80     __m256 vn = _mm256_fmadd_ps(vz, vlog2e, vmagic_bias);
81     const __m256 vs = _mm256_castsi256_ps(_mm256_slli_epi32(_mm256_castps_si256(vn), 23));
82     vn = _mm256_sub_ps(vn, vmagic_bias);
83 
84     __m256 vt = _mm256_fmadd_ps(vn, vminus_ln2, vz);
85 
86     __m256 vp = _mm256_fmadd_ps(vc5, vt, vc4);
87     vp = _mm256_fmadd_ps(vp, vt, vc3);
88     vp = _mm256_fmadd_ps(vp, vt, vc2);
89     vp = _mm256_fmadd_ps(vp, vt, vc1);
90 
91     vt = _mm256_mul_ps(vt, vs);
92     const __m256 ve = _mm256_fmadd_ps(vt, vp, vs);
93 
94     const __m256 vd = _mm256_add_ps(ve, vone);
95     __m256 vr = _mm256_rcp_ps(vd);
96     vr = _mm256_fmadd_ps(_mm256_fnmadd_ps(vr, vd, vone), vr, vr);
97     __m256 vf = _mm256_mul_ps(ve, vr);
98 
99     vf = _mm256_andnot_ps(_mm256_cmp_ps(vz, vdenorm_cutoff, _CMP_LT_OS), vf);
100     vf = _mm256_blendv_ps(_mm256_sub_ps(vone, vf), vf, vx);
101 
102     // _mm256_maskstore_ps(y, vmask, vf) could be used here, but triggers msan failures (probably an msan bug).
103     __m128 vf_lo = _mm256_castps256_ps128(vf);
104     if (n & (4 * sizeof(float))) {
105       _mm_storeu_ps(y, vf_lo);
106       vf_lo = _mm256_extractf128_ps(vf, 1);
107       y += 4;
108     }
109     if (n & (2 * sizeof(float))) {
110       _mm_storel_pi((__m64*) y, vf_lo);
111       vf_lo = _mm_movehl_ps(vf_lo, vf_lo);
112       y += 2;
113     }
114     if (n & (1 * sizeof(float))) {
115       _mm_store_ss(y, vf_lo);
116     }
117   }
118 }
119