1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/f32-dwconv/up-avx.c.in
3*4bdc9457SAndroid Build Coastguard Worker // Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2019 Google LLC
6*4bdc9457SAndroid Build Coastguard Worker //
7*4bdc9457SAndroid Build Coastguard Worker // This source code is licensed under the BSD-style license found in the
8*4bdc9457SAndroid Build Coastguard Worker // LICENSE file in the root directory of this source tree.
9*4bdc9457SAndroid Build Coastguard Worker
10*4bdc9457SAndroid Build Coastguard Worker #include <assert.h>
11*4bdc9457SAndroid Build Coastguard Worker
12*4bdc9457SAndroid Build Coastguard Worker #include <immintrin.h>
13*4bdc9457SAndroid Build Coastguard Worker
14*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/dwconv.h>
15*4bdc9457SAndroid Build Coastguard Worker
16*4bdc9457SAndroid Build Coastguard Worker
xnn_f32_dwconv_minmax_ukernel_up8x9__fma3_acc2(size_t channels,size_t output_width,const float ** input,const float * weights,float * output,size_t input_stride,size_t output_increment,size_t input_offset,const float * zero,const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])17*4bdc9457SAndroid Build Coastguard Worker void xnn_f32_dwconv_minmax_ukernel_up8x9__fma3_acc2(
18*4bdc9457SAndroid Build Coastguard Worker size_t channels,
19*4bdc9457SAndroid Build Coastguard Worker size_t output_width,
20*4bdc9457SAndroid Build Coastguard Worker const float** input,
21*4bdc9457SAndroid Build Coastguard Worker const float* weights,
22*4bdc9457SAndroid Build Coastguard Worker float* output,
23*4bdc9457SAndroid Build Coastguard Worker size_t input_stride,
24*4bdc9457SAndroid Build Coastguard Worker size_t output_increment,
25*4bdc9457SAndroid Build Coastguard Worker size_t input_offset,
26*4bdc9457SAndroid Build Coastguard Worker const float* zero,
27*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
28*4bdc9457SAndroid Build Coastguard Worker {
29*4bdc9457SAndroid Build Coastguard Worker assert(channels != 0);
30*4bdc9457SAndroid Build Coastguard Worker assert(output_width != 0);
31*4bdc9457SAndroid Build Coastguard Worker
32*4bdc9457SAndroid Build Coastguard Worker const __m256 vmax = _mm256_load_ps(params->avx.max);
33*4bdc9457SAndroid Build Coastguard Worker const __m256 vmin = _mm256_load_ps(params->avx.min);
34*4bdc9457SAndroid Build Coastguard Worker do {
35*4bdc9457SAndroid Build Coastguard Worker const float* i0 = input[0];
36*4bdc9457SAndroid Build Coastguard Worker assert(i0 != NULL);
37*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(i0 != zero) {
38*4bdc9457SAndroid Build Coastguard Worker i0 = (const float*) ((uintptr_t) i0 + input_offset);
39*4bdc9457SAndroid Build Coastguard Worker }
40*4bdc9457SAndroid Build Coastguard Worker const float* i1 = input[1];
41*4bdc9457SAndroid Build Coastguard Worker assert(i1 != NULL);
42*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(i1 != zero) {
43*4bdc9457SAndroid Build Coastguard Worker i1 = (const float*) ((uintptr_t) i1 + input_offset);
44*4bdc9457SAndroid Build Coastguard Worker }
45*4bdc9457SAndroid Build Coastguard Worker const float* i2 = input[2];
46*4bdc9457SAndroid Build Coastguard Worker assert(i2 != NULL);
47*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(i2 != zero) {
48*4bdc9457SAndroid Build Coastguard Worker i2 = (const float*) ((uintptr_t) i2 + input_offset);
49*4bdc9457SAndroid Build Coastguard Worker }
50*4bdc9457SAndroid Build Coastguard Worker const float* i3 = input[3];
51*4bdc9457SAndroid Build Coastguard Worker assert(i3 != NULL);
52*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(i3 != zero) {
53*4bdc9457SAndroid Build Coastguard Worker i3 = (const float*) ((uintptr_t) i3 + input_offset);
54*4bdc9457SAndroid Build Coastguard Worker }
55*4bdc9457SAndroid Build Coastguard Worker const float* i4 = input[4];
56*4bdc9457SAndroid Build Coastguard Worker assert(i4 != NULL);
57*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(i4 != zero) {
58*4bdc9457SAndroid Build Coastguard Worker i4 = (const float*) ((uintptr_t) i4 + input_offset);
59*4bdc9457SAndroid Build Coastguard Worker }
60*4bdc9457SAndroid Build Coastguard Worker const float* i5 = input[5];
61*4bdc9457SAndroid Build Coastguard Worker assert(i5 != NULL);
62*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(i5 != zero) {
63*4bdc9457SAndroid Build Coastguard Worker i5 = (const float*) ((uintptr_t) i5 + input_offset);
64*4bdc9457SAndroid Build Coastguard Worker }
65*4bdc9457SAndroid Build Coastguard Worker const float* i6 = input[6];
66*4bdc9457SAndroid Build Coastguard Worker assert(i6 != NULL);
67*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(i6 != zero) {
68*4bdc9457SAndroid Build Coastguard Worker i6 = (const float*) ((uintptr_t) i6 + input_offset);
69*4bdc9457SAndroid Build Coastguard Worker }
70*4bdc9457SAndroid Build Coastguard Worker const float* i7 = input[7];
71*4bdc9457SAndroid Build Coastguard Worker assert(i7 != NULL);
72*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(i7 != zero) {
73*4bdc9457SAndroid Build Coastguard Worker i7 = (const float*) ((uintptr_t) i7 + input_offset);
74*4bdc9457SAndroid Build Coastguard Worker }
75*4bdc9457SAndroid Build Coastguard Worker const float* i8 = input[8];
76*4bdc9457SAndroid Build Coastguard Worker assert(i8 != NULL);
77*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(i8 != zero) {
78*4bdc9457SAndroid Build Coastguard Worker i8 = (const float*) ((uintptr_t) i8 + input_offset);
79*4bdc9457SAndroid Build Coastguard Worker }
80*4bdc9457SAndroid Build Coastguard Worker input = (const float**) ((uintptr_t) input + input_stride);
81*4bdc9457SAndroid Build Coastguard Worker
82*4bdc9457SAndroid Build Coastguard Worker size_t c = channels;
83*4bdc9457SAndroid Build Coastguard Worker const float* w = weights;
84*4bdc9457SAndroid Build Coastguard Worker for (; c >= 8; c -= 8) {
85*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567p0 = _mm256_load_ps(w);
86*4bdc9457SAndroid Build Coastguard Worker
87*4bdc9457SAndroid Build Coastguard Worker
88*4bdc9457SAndroid Build Coastguard Worker const __m256 vi0x01234567 = _mm256_loadu_ps(i0);
89*4bdc9457SAndroid Build Coastguard Worker i0 += 8;
90*4bdc9457SAndroid Build Coastguard Worker
91*4bdc9457SAndroid Build Coastguard Worker const __m256 vk0x01234567 = _mm256_load_ps(w + 8);
92*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi0x01234567, vk0x01234567, vacc01234567p0);
93*4bdc9457SAndroid Build Coastguard Worker
94*4bdc9457SAndroid Build Coastguard Worker const __m256 vi1x01234567 = _mm256_loadu_ps(i1);
95*4bdc9457SAndroid Build Coastguard Worker i1 += 8;
96*4bdc9457SAndroid Build Coastguard Worker
97*4bdc9457SAndroid Build Coastguard Worker const __m256 vk1x01234567 = _mm256_load_ps(w + 16);
98*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567p1 = _mm256_mul_ps(vi1x01234567, vk1x01234567);
99*4bdc9457SAndroid Build Coastguard Worker
100*4bdc9457SAndroid Build Coastguard Worker const __m256 vi2x01234567 = _mm256_loadu_ps(i2);
101*4bdc9457SAndroid Build Coastguard Worker i2 += 8;
102*4bdc9457SAndroid Build Coastguard Worker
103*4bdc9457SAndroid Build Coastguard Worker const __m256 vk2x01234567 = _mm256_load_ps(w + 24);
104*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi2x01234567, vk2x01234567, vacc01234567p0);
105*4bdc9457SAndroid Build Coastguard Worker
106*4bdc9457SAndroid Build Coastguard Worker const __m256 vi3x01234567 = _mm256_loadu_ps(i3);
107*4bdc9457SAndroid Build Coastguard Worker i3 += 8;
108*4bdc9457SAndroid Build Coastguard Worker
109*4bdc9457SAndroid Build Coastguard Worker const __m256 vk3x01234567 = _mm256_load_ps(w + 32);
110*4bdc9457SAndroid Build Coastguard Worker vacc01234567p1 = _mm256_fmadd_ps(vi3x01234567, vk3x01234567, vacc01234567p1);
111*4bdc9457SAndroid Build Coastguard Worker
112*4bdc9457SAndroid Build Coastguard Worker const __m256 vi4x01234567 = _mm256_loadu_ps(i4);
113*4bdc9457SAndroid Build Coastguard Worker i4 += 8;
114*4bdc9457SAndroid Build Coastguard Worker
115*4bdc9457SAndroid Build Coastguard Worker const __m256 vk4x01234567 = _mm256_load_ps(w + 40);
116*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi4x01234567, vk4x01234567, vacc01234567p0);
117*4bdc9457SAndroid Build Coastguard Worker
118*4bdc9457SAndroid Build Coastguard Worker const __m256 vi5x01234567 = _mm256_loadu_ps(i5);
119*4bdc9457SAndroid Build Coastguard Worker i5 += 8;
120*4bdc9457SAndroid Build Coastguard Worker
121*4bdc9457SAndroid Build Coastguard Worker const __m256 vk5x01234567 = _mm256_load_ps(w + 48);
122*4bdc9457SAndroid Build Coastguard Worker vacc01234567p1 = _mm256_fmadd_ps(vi5x01234567, vk5x01234567, vacc01234567p1);
123*4bdc9457SAndroid Build Coastguard Worker
124*4bdc9457SAndroid Build Coastguard Worker const __m256 vi6x01234567 = _mm256_loadu_ps(i6);
125*4bdc9457SAndroid Build Coastguard Worker i6 += 8;
126*4bdc9457SAndroid Build Coastguard Worker
127*4bdc9457SAndroid Build Coastguard Worker const __m256 vk6x01234567 = _mm256_load_ps(w + 56);
128*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi6x01234567, vk6x01234567, vacc01234567p0);
129*4bdc9457SAndroid Build Coastguard Worker
130*4bdc9457SAndroid Build Coastguard Worker const __m256 vi7x01234567 = _mm256_loadu_ps(i7);
131*4bdc9457SAndroid Build Coastguard Worker i7 += 8;
132*4bdc9457SAndroid Build Coastguard Worker
133*4bdc9457SAndroid Build Coastguard Worker const __m256 vk7x01234567 = _mm256_load_ps(w + 64);
134*4bdc9457SAndroid Build Coastguard Worker vacc01234567p1 = _mm256_fmadd_ps(vi7x01234567, vk7x01234567, vacc01234567p1);
135*4bdc9457SAndroid Build Coastguard Worker
136*4bdc9457SAndroid Build Coastguard Worker const __m256 vi8x01234567 = _mm256_loadu_ps(i8);
137*4bdc9457SAndroid Build Coastguard Worker i8 += 8;
138*4bdc9457SAndroid Build Coastguard Worker
139*4bdc9457SAndroid Build Coastguard Worker const __m256 vk8x01234567 = _mm256_load_ps(w + 72);
140*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi8x01234567, vk8x01234567, vacc01234567p0);
141*4bdc9457SAndroid Build Coastguard Worker
142*4bdc9457SAndroid Build Coastguard Worker w += 80;
143*4bdc9457SAndroid Build Coastguard Worker
144*4bdc9457SAndroid Build Coastguard Worker // Add up all accumulators to vacc01234567p0
145*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_add_ps(vacc01234567p0, vacc01234567p1);
146*4bdc9457SAndroid Build Coastguard Worker
147*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567 = _mm256_max_ps(vacc01234567p0, vmin);
148*4bdc9457SAndroid Build Coastguard Worker vacc01234567 = _mm256_min_ps(vacc01234567, vmax);
149*4bdc9457SAndroid Build Coastguard Worker
150*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(output, vacc01234567);
151*4bdc9457SAndroid Build Coastguard Worker output += 8;
152*4bdc9457SAndroid Build Coastguard Worker }
153*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(c != 0) {
154*4bdc9457SAndroid Build Coastguard Worker assert(c >= 1);
155*4bdc9457SAndroid Build Coastguard Worker assert(c <= 7);
156*4bdc9457SAndroid Build Coastguard Worker const __m256i vmask = _mm256_loadu_si256((const __m256i*) ¶ms->avx.mask_table[7 - c]);
157*4bdc9457SAndroid Build Coastguard Worker
158*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567p0 = _mm256_load_ps(w);
159*4bdc9457SAndroid Build Coastguard Worker
160*4bdc9457SAndroid Build Coastguard Worker const __m256 vi0x01234567 = _mm256_maskload_ps(i0, vmask);
161*4bdc9457SAndroid Build Coastguard Worker const __m256 vk0x01234567 = _mm256_load_ps(w + 8);
162*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi0x01234567, vk0x01234567, vacc01234567p0);
163*4bdc9457SAndroid Build Coastguard Worker
164*4bdc9457SAndroid Build Coastguard Worker const __m256 vi1x01234567 = _mm256_maskload_ps(i1, vmask);
165*4bdc9457SAndroid Build Coastguard Worker const __m256 vk1x01234567 = _mm256_load_ps(w + 16);
166*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567p1 = _mm256_mul_ps(vi1x01234567, vk1x01234567);
167*4bdc9457SAndroid Build Coastguard Worker
168*4bdc9457SAndroid Build Coastguard Worker const __m256 vi2x01234567 = _mm256_maskload_ps(i2, vmask);
169*4bdc9457SAndroid Build Coastguard Worker const __m256 vk2x01234567 = _mm256_load_ps(w + 24);
170*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi2x01234567, vk2x01234567, vacc01234567p0);
171*4bdc9457SAndroid Build Coastguard Worker
172*4bdc9457SAndroid Build Coastguard Worker const __m256 vi3x01234567 = _mm256_maskload_ps(i3, vmask);
173*4bdc9457SAndroid Build Coastguard Worker const __m256 vk3x01234567 = _mm256_load_ps(w + 32);
174*4bdc9457SAndroid Build Coastguard Worker vacc01234567p1 = _mm256_fmadd_ps(vi3x01234567, vk3x01234567, vacc01234567p1);
175*4bdc9457SAndroid Build Coastguard Worker
176*4bdc9457SAndroid Build Coastguard Worker const __m256 vi4x01234567 = _mm256_maskload_ps(i4, vmask);
177*4bdc9457SAndroid Build Coastguard Worker const __m256 vk4x01234567 = _mm256_load_ps(w + 40);
178*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi4x01234567, vk4x01234567, vacc01234567p0);
179*4bdc9457SAndroid Build Coastguard Worker
180*4bdc9457SAndroid Build Coastguard Worker const __m256 vi5x01234567 = _mm256_maskload_ps(i5, vmask);
181*4bdc9457SAndroid Build Coastguard Worker const __m256 vk5x01234567 = _mm256_load_ps(w + 48);
182*4bdc9457SAndroid Build Coastguard Worker vacc01234567p1 = _mm256_fmadd_ps(vi5x01234567, vk5x01234567, vacc01234567p1);
183*4bdc9457SAndroid Build Coastguard Worker
184*4bdc9457SAndroid Build Coastguard Worker const __m256 vi6x01234567 = _mm256_maskload_ps(i6, vmask);
185*4bdc9457SAndroid Build Coastguard Worker const __m256 vk6x01234567 = _mm256_load_ps(w + 56);
186*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi6x01234567, vk6x01234567, vacc01234567p0);
187*4bdc9457SAndroid Build Coastguard Worker
188*4bdc9457SAndroid Build Coastguard Worker const __m256 vi7x01234567 = _mm256_maskload_ps(i7, vmask);
189*4bdc9457SAndroid Build Coastguard Worker const __m256 vk7x01234567 = _mm256_load_ps(w + 64);
190*4bdc9457SAndroid Build Coastguard Worker vacc01234567p1 = _mm256_fmadd_ps(vi7x01234567, vk7x01234567, vacc01234567p1);
191*4bdc9457SAndroid Build Coastguard Worker
192*4bdc9457SAndroid Build Coastguard Worker const __m256 vi8x01234567 = _mm256_maskload_ps(i8, vmask);
193*4bdc9457SAndroid Build Coastguard Worker const __m256 vk8x01234567 = _mm256_load_ps(w + 72);
194*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi8x01234567, vk8x01234567, vacc01234567p0);
195*4bdc9457SAndroid Build Coastguard Worker
196*4bdc9457SAndroid Build Coastguard Worker // Add up all accumulators to vacc01234567p0
197*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_add_ps(vacc01234567p0, vacc01234567p1);
198*4bdc9457SAndroid Build Coastguard Worker
199*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567 = _mm256_max_ps(vacc01234567p0, vmin);
200*4bdc9457SAndroid Build Coastguard Worker vacc01234567 = _mm256_min_ps(vacc01234567, vmax);
201*4bdc9457SAndroid Build Coastguard Worker
202*4bdc9457SAndroid Build Coastguard Worker __m128 vacc0123 = _mm256_castps256_ps128(vacc01234567);
203*4bdc9457SAndroid Build Coastguard Worker if (c & 4) {
204*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(output, vacc0123);
205*4bdc9457SAndroid Build Coastguard Worker vacc0123 = _mm256_extractf128_ps(vacc01234567, 1);
206*4bdc9457SAndroid Build Coastguard Worker output += 4;
207*4bdc9457SAndroid Build Coastguard Worker }
208*4bdc9457SAndroid Build Coastguard Worker if (c & 2) {
209*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) output, vacc0123);
210*4bdc9457SAndroid Build Coastguard Worker vacc0123 = _mm_movehl_ps(vacc0123, vacc0123);
211*4bdc9457SAndroid Build Coastguard Worker output += 2;
212*4bdc9457SAndroid Build Coastguard Worker }
213*4bdc9457SAndroid Build Coastguard Worker if (c & 1) {
214*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(output, vacc0123);
215*4bdc9457SAndroid Build Coastguard Worker output += 1;
216*4bdc9457SAndroid Build Coastguard Worker }
217*4bdc9457SAndroid Build Coastguard Worker }
218*4bdc9457SAndroid Build Coastguard Worker
219*4bdc9457SAndroid Build Coastguard Worker output = (float*) ((uintptr_t) output + output_increment);
220*4bdc9457SAndroid Build Coastguard Worker } while (--output_width != 0);
221*4bdc9457SAndroid Build Coastguard Worker }
222