1 // Auto-generated file. Do not edit!
2 // Template: src/f32-velu/avx-rr2-p6.c.in
3 // Generator: tools/xngen
4 //
5 // Copyright 2020 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_velu_ukernel__avx_rr2_p6_x48(size_t n,const float * x,float * y,const union xnn_f32_elu_params params[restrict XNN_MIN_ELEMENTS (1)])20 void xnn_f32_velu_ukernel__avx_rr2_p6_x48(
21 size_t n,
22 const float* x,
23 float* y,
24 const union xnn_f32_elu_params params[restrict XNN_MIN_ELEMENTS(1)])
25 {
26 assert(n % sizeof(float) == 0);
27
28 const __m256 vprescale = _mm256_broadcast_ps((const __m128*) params->sse.prescale);
29 const __m256 valpha = _mm256_broadcast_ps((const __m128*) params->sse.alpha);
30 const __m256 vbeta = _mm256_broadcast_ps((const __m128*) params->sse.beta);
31
32 const __m256 vsat_cutoff = _mm256_set1_ps(-0x1.154246p+4f);
33 const __m256 vmagic_bias = _mm256_set1_ps(0x1.8000FEp23f);
34 const __m256 vlog2e = _mm256_set1_ps(0x1.715476p+0f);
35 const __m256 vminus_ln2_hi = _mm256_set1_ps(-0x1.62E440p-1f);
36 const __m256 vminus_ln2_lo = _mm256_set1_ps(0x1.0105C6p-21f);
37 const __m256 vc6 = _mm256_set1_ps(0x1.6b7338p-10f);
38 const __m256 vc5 = _mm256_set1_ps(0x1.12278Ep-7f);
39 const __m256 vc4 = _mm256_set1_ps(0x1.555716p-5f);
40 const __m256 vc3 = _mm256_set1_ps(0x1.5554B0p-3f);
41 const __m256 vc2 = _mm256_set1_ps(0x1.FFFFFEp-2f);
42 const __m256 vone = _mm256_set1_ps(1.0f);
43
44 for (; n >= 48 * sizeof(float); n -= 48 * sizeof(float)) {
45 __m256 vx0 = _mm256_loadu_ps(x);
46 __m256 vx1 = _mm256_loadu_ps(x + 8);
47 __m256 vx2 = _mm256_loadu_ps(x + 16);
48 __m256 vx3 = _mm256_loadu_ps(x + 24);
49 __m256 vx4 = _mm256_loadu_ps(x + 32);
50 __m256 vx5 = _mm256_loadu_ps(x + 40);
51 x += 48;
52
53 const __m256 vz0 = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx0, vprescale));
54 const __m256 vz1 = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx1, vprescale));
55 const __m256 vz2 = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx2, vprescale));
56 const __m256 vz3 = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx3, vprescale));
57 const __m256 vz4 = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx4, vprescale));
58 const __m256 vz5 = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx5, vprescale));
59
60 __m256 vn0 = _mm256_add_ps(_mm256_mul_ps(vz0, vlog2e), vmagic_bias);
61 __m256 vn1 = _mm256_add_ps(_mm256_mul_ps(vz1, vlog2e), vmagic_bias);
62 __m256 vn2 = _mm256_add_ps(_mm256_mul_ps(vz2, vlog2e), vmagic_bias);
63 __m256 vn3 = _mm256_add_ps(_mm256_mul_ps(vz3, vlog2e), vmagic_bias);
64 __m256 vn4 = _mm256_add_ps(_mm256_mul_ps(vz4, vlog2e), vmagic_bias);
65 __m256 vn5 = _mm256_add_ps(_mm256_mul_ps(vz5, vlog2e), vmagic_bias);
66
67 const __m128 vs0_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn0)), 23));
68 const __m128 vs0_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn0, 1)), 23));
69 vn0 = _mm256_sub_ps(vn0, vmagic_bias);
70 const __m128 vs1_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn1)), 23));
71 const __m128 vs1_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn1, 1)), 23));
72 vn1 = _mm256_sub_ps(vn1, vmagic_bias);
73 const __m128 vs2_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn2)), 23));
74 const __m128 vs2_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn2, 1)), 23));
75 vn2 = _mm256_sub_ps(vn2, vmagic_bias);
76 const __m128 vs3_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn3)), 23));
77 const __m128 vs3_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn3, 1)), 23));
78 vn3 = _mm256_sub_ps(vn3, vmagic_bias);
79 const __m128 vs4_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn4)), 23));
80 const __m128 vs4_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn4, 1)), 23));
81 vn4 = _mm256_sub_ps(vn4, vmagic_bias);
82 const __m128 vs5_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn5)), 23));
83 const __m128 vs5_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn5, 1)), 23));
84 vn5 = _mm256_sub_ps(vn5, vmagic_bias);
85
86 __m256 vt0 = _mm256_add_ps(_mm256_mul_ps(vn0, vminus_ln2_hi), vz0);
87 __m256 vs0 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs0_lo), vs0_hi, 1);
88 __m256 vt1 = _mm256_add_ps(_mm256_mul_ps(vn1, vminus_ln2_hi), vz1);
89 __m256 vs1 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs1_lo), vs1_hi, 1);
90 __m256 vt2 = _mm256_add_ps(_mm256_mul_ps(vn2, vminus_ln2_hi), vz2);
91 __m256 vs2 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs2_lo), vs2_hi, 1);
92 __m256 vt3 = _mm256_add_ps(_mm256_mul_ps(vn3, vminus_ln2_hi), vz3);
93 __m256 vs3 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs3_lo), vs3_hi, 1);
94 __m256 vt4 = _mm256_add_ps(_mm256_mul_ps(vn4, vminus_ln2_hi), vz4);
95 __m256 vs4 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs4_lo), vs4_hi, 1);
96 __m256 vt5 = _mm256_add_ps(_mm256_mul_ps(vn5, vminus_ln2_hi), vz5);
97 __m256 vs5 = _mm256_insertf128_ps(_mm256_castps128_ps256(vs5_lo), vs5_hi, 1);
98
99 vt0 = _mm256_add_ps(_mm256_mul_ps(vn0, vminus_ln2_lo), vt0);
100 vt1 = _mm256_add_ps(_mm256_mul_ps(vn1, vminus_ln2_lo), vt1);
101 vt2 = _mm256_add_ps(_mm256_mul_ps(vn2, vminus_ln2_lo), vt2);
102 vt3 = _mm256_add_ps(_mm256_mul_ps(vn3, vminus_ln2_lo), vt3);
103 vt4 = _mm256_add_ps(_mm256_mul_ps(vn4, vminus_ln2_lo), vt4);
104 vt5 = _mm256_add_ps(_mm256_mul_ps(vn5, vminus_ln2_lo), vt5);
105
106 __m256 vp0 = _mm256_add_ps(_mm256_mul_ps(vc6, vt0), vc5);
107 __m256 vp1 = _mm256_add_ps(_mm256_mul_ps(vc6, vt1), vc5);
108 __m256 vp2 = _mm256_add_ps(_mm256_mul_ps(vc6, vt2), vc5);
109 __m256 vp3 = _mm256_add_ps(_mm256_mul_ps(vc6, vt3), vc5);
110 __m256 vp4 = _mm256_add_ps(_mm256_mul_ps(vc6, vt4), vc5);
111 __m256 vp5 = _mm256_add_ps(_mm256_mul_ps(vc6, vt5), vc5);
112
113 vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vc4);
114 vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vc4);
115 vp2 = _mm256_add_ps(_mm256_mul_ps(vp2, vt2), vc4);
116 vp3 = _mm256_add_ps(_mm256_mul_ps(vp3, vt3), vc4);
117 vp4 = _mm256_add_ps(_mm256_mul_ps(vp4, vt4), vc4);
118 vp5 = _mm256_add_ps(_mm256_mul_ps(vp5, vt5), vc4);
119
120 vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vc3);
121 vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vc3);
122 vp2 = _mm256_add_ps(_mm256_mul_ps(vp2, vt2), vc3);
123 vp3 = _mm256_add_ps(_mm256_mul_ps(vp3, vt3), vc3);
124 vp4 = _mm256_add_ps(_mm256_mul_ps(vp4, vt4), vc3);
125 vp5 = _mm256_add_ps(_mm256_mul_ps(vp5, vt5), vc3);
126
127 vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vc2);
128 vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vc2);
129 vp2 = _mm256_add_ps(_mm256_mul_ps(vp2, vt2), vc2);
130 vp3 = _mm256_add_ps(_mm256_mul_ps(vp3, vt3), vc2);
131 vp4 = _mm256_add_ps(_mm256_mul_ps(vp4, vt4), vc2);
132 vp5 = _mm256_add_ps(_mm256_mul_ps(vp5, vt5), vc2);
133
134 vp0 = _mm256_mul_ps(vp0, vt0);
135 vp1 = _mm256_mul_ps(vp1, vt1);
136 vp2 = _mm256_mul_ps(vp2, vt2);
137 vp3 = _mm256_mul_ps(vp3, vt3);
138 vp4 = _mm256_mul_ps(vp4, vt4);
139 vp5 = _mm256_mul_ps(vp5, vt5);
140
141 vt0 = _mm256_mul_ps(vt0, vs0);
142 vs0 = _mm256_sub_ps(vs0, vone);
143 vt1 = _mm256_mul_ps(vt1, vs1);
144 vs1 = _mm256_sub_ps(vs1, vone);
145 vt2 = _mm256_mul_ps(vt2, vs2);
146 vs2 = _mm256_sub_ps(vs2, vone);
147 vt3 = _mm256_mul_ps(vt3, vs3);
148 vs3 = _mm256_sub_ps(vs3, vone);
149 vt4 = _mm256_mul_ps(vt4, vs4);
150 vs4 = _mm256_sub_ps(vs4, vone);
151 vt5 = _mm256_mul_ps(vt5, vs5);
152 vs5 = _mm256_sub_ps(vs5, vone);
153
154 vp0 = _mm256_add_ps(_mm256_mul_ps(vp0, vt0), vt0);
155 vp1 = _mm256_add_ps(_mm256_mul_ps(vp1, vt1), vt1);
156 vp2 = _mm256_add_ps(_mm256_mul_ps(vp2, vt2), vt2);
157 vp3 = _mm256_add_ps(_mm256_mul_ps(vp3, vt3), vt3);
158 vp4 = _mm256_add_ps(_mm256_mul_ps(vp4, vt4), vt4);
159 vp5 = _mm256_add_ps(_mm256_mul_ps(vp5, vt5), vt5);
160
161 const __m256 ve0 = _mm256_mul_ps(_mm256_add_ps(vp0, vs0), valpha);
162 vx0 = _mm256_mul_ps(vx0, vbeta);
163 const __m256 ve1 = _mm256_mul_ps(_mm256_add_ps(vp1, vs1), valpha);
164 vx1 = _mm256_mul_ps(vx1, vbeta);
165 const __m256 ve2 = _mm256_mul_ps(_mm256_add_ps(vp2, vs2), valpha);
166 vx2 = _mm256_mul_ps(vx2, vbeta);
167 const __m256 ve3 = _mm256_mul_ps(_mm256_add_ps(vp3, vs3), valpha);
168 vx3 = _mm256_mul_ps(vx3, vbeta);
169 const __m256 ve4 = _mm256_mul_ps(_mm256_add_ps(vp4, vs4), valpha);
170 vx4 = _mm256_mul_ps(vx4, vbeta);
171 const __m256 ve5 = _mm256_mul_ps(_mm256_add_ps(vp5, vs5), valpha);
172 vx5 = _mm256_mul_ps(vx5, vbeta);
173
174 const __m256 vy0 = _mm256_blendv_ps(vx0, ve0, vx0);
175 const __m256 vy1 = _mm256_blendv_ps(vx1, ve1, vx1);
176 const __m256 vy2 = _mm256_blendv_ps(vx2, ve2, vx2);
177 const __m256 vy3 = _mm256_blendv_ps(vx3, ve3, vx3);
178 const __m256 vy4 = _mm256_blendv_ps(vx4, ve4, vx4);
179 const __m256 vy5 = _mm256_blendv_ps(vx5, ve5, vx5);
180
181 _mm256_storeu_ps(y, vy0);
182 _mm256_storeu_ps(y + 8, vy1);
183 _mm256_storeu_ps(y + 16, vy2);
184 _mm256_storeu_ps(y + 24, vy3);
185 _mm256_storeu_ps(y + 32, vy4);
186 _mm256_storeu_ps(y + 40, vy5);
187 y += 48;
188 }
189 for (; n >= 8 * sizeof(float); n -= 8 * sizeof(float)) {
190 __m256 vx = _mm256_loadu_ps(x);
191 x += 8;
192
193 const __m256 vz = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx, vprescale));
194
195 __m256 vn = _mm256_add_ps(_mm256_mul_ps(vz, vlog2e), vmagic_bias);
196 const __m128 vs_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn)), 23));
197 const __m128 vs_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn, 1)), 23));
198 vn = _mm256_sub_ps(vn, vmagic_bias);
199
200 __m256 vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_hi), vz);
201 __m256 vs = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo), vs_hi, 1);
202 vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_lo), vt);
203
204 __m256 vp = _mm256_add_ps(_mm256_mul_ps(vc6, vt), vc5);
205 vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc4);
206 vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc3);
207 vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc2);
208 vp = _mm256_mul_ps(vp, vt);
209
210 vt = _mm256_mul_ps(vt, vs);
211 vs = _mm256_sub_ps(vs, vone);
212 vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vt);
213
214 const __m256 ve = _mm256_mul_ps(_mm256_add_ps(vp, vs), valpha);
215 vx = _mm256_mul_ps(vx, vbeta);
216 const __m256 vy = _mm256_blendv_ps(vx, ve, vx);
217
218 _mm256_storeu_ps(y, vy);
219 y += 8;
220 }
221 if XNN_UNLIKELY(n != 0) {
222 assert(n >= 1 * sizeof(float));
223 assert(n <= 7 * sizeof(float));
224 __m256i vmask = _mm256_loadu_si256((const __m256i*) ((uintptr_t) &mask_table[7] - n));
225
226 __m256 vx = _mm256_maskload_ps(x, vmask);
227
228 const __m256 vz = _mm256_max_ps(vsat_cutoff, _mm256_mul_ps(vx, vprescale));
229
230 __m256 vn = _mm256_add_ps(_mm256_mul_ps(vz, vlog2e), vmagic_bias);
231 const __m128 vs_lo = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_castps256_ps128(vn)), 23));
232 const __m128 vs_hi = _mm_castsi128_ps(_mm_slli_epi32(_mm_castps_si128(_mm256_extractf128_ps(vn, 1)), 23));
233 vn = _mm256_sub_ps(vn, vmagic_bias);
234
235 __m256 vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_hi), vz);
236 __m256 vs = _mm256_insertf128_ps(_mm256_castps128_ps256(vs_lo), vs_hi, 1);
237 vt = _mm256_add_ps(_mm256_mul_ps(vn, vminus_ln2_lo), vt);
238
239 __m256 vp = _mm256_add_ps(_mm256_mul_ps(vc6, vt), vc5);
240 vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc4);
241 vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc3);
242 vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vc2);
243 vp = _mm256_mul_ps(vp, vt);
244
245 vt = _mm256_mul_ps(vt, vs);
246 vs = _mm256_sub_ps(vs, vone);
247 vp = _mm256_add_ps(_mm256_mul_ps(vp, vt), vt);
248
249 const __m256 ve = _mm256_mul_ps(_mm256_add_ps(vp, vs), valpha);
250 vx = _mm256_mul_ps(vx, vbeta);
251 const __m256 vy = _mm256_blendv_ps(vx, ve, vx);
252
253 // _mm256_maskstore_ps(y, vmask, vf) could be used here, but triggers msan failures (probably an msan bug).
254 __m128 vy_lo = _mm256_castps256_ps128(vy);
255 if (n & (4 * sizeof(float))) {
256 _mm_storeu_ps(y, vy_lo);
257 vy_lo = _mm256_extractf128_ps(vy, 1);
258 y += 4;
259 }
260 if (n & (2 * sizeof(float))) {
261 _mm_storel_pi((__m64*) y, vy_lo);
262 vy_lo = _mm_movehl_ps(vy_lo, vy_lo);
263 y += 2;
264 }
265 if (n & (1 * sizeof(float))) {
266 _mm_store_ss(y, vy_lo);
267 }
268 }
269 }
270