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_up16x3__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_up16x3__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 input = (const float**) ((uintptr_t) input + input_stride);
51*4bdc9457SAndroid Build Coastguard Worker
52*4bdc9457SAndroid Build Coastguard Worker size_t c = channels;
53*4bdc9457SAndroid Build Coastguard Worker const float* w = weights;
54*4bdc9457SAndroid Build Coastguard Worker for (; c >= 16; c -= 16) {
55*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567p0 = _mm256_load_ps(w);
56*4bdc9457SAndroid Build Coastguard Worker __m256 vacc89ABCDEFp0 = _mm256_load_ps(w + 8);
57*4bdc9457SAndroid Build Coastguard Worker
58*4bdc9457SAndroid Build Coastguard Worker
59*4bdc9457SAndroid Build Coastguard Worker const __m256 vi0x01234567 = _mm256_loadu_ps(i0);
60*4bdc9457SAndroid Build Coastguard Worker const __m256 vi0x89ABCDEF = _mm256_loadu_ps(i0 + 8);
61*4bdc9457SAndroid Build Coastguard Worker i0 += 16;
62*4bdc9457SAndroid Build Coastguard Worker
63*4bdc9457SAndroid Build Coastguard Worker const __m256 vk0x01234567 = _mm256_load_ps(w + 16);
64*4bdc9457SAndroid Build Coastguard Worker const __m256 vk0x89ABCDEF = _mm256_load_ps(w + 24);
65*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi0x01234567, vk0x01234567, vacc01234567p0);
66*4bdc9457SAndroid Build Coastguard Worker vacc89ABCDEFp0 = _mm256_fmadd_ps(vi0x89ABCDEF, vk0x89ABCDEF, vacc89ABCDEFp0);
67*4bdc9457SAndroid Build Coastguard Worker
68*4bdc9457SAndroid Build Coastguard Worker const __m256 vi1x01234567 = _mm256_loadu_ps(i1);
69*4bdc9457SAndroid Build Coastguard Worker const __m256 vi1x89ABCDEF = _mm256_loadu_ps(i1 + 8);
70*4bdc9457SAndroid Build Coastguard Worker i1 += 16;
71*4bdc9457SAndroid Build Coastguard Worker
72*4bdc9457SAndroid Build Coastguard Worker const __m256 vk1x01234567 = _mm256_load_ps(w + 32);
73*4bdc9457SAndroid Build Coastguard Worker const __m256 vk1x89ABCDEF = _mm256_load_ps(w + 40);
74*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567p1 = _mm256_mul_ps(vi1x01234567, vk1x01234567);
75*4bdc9457SAndroid Build Coastguard Worker __m256 vacc89ABCDEFp1 = _mm256_mul_ps(vi1x89ABCDEF, vk1x89ABCDEF);
76*4bdc9457SAndroid Build Coastguard Worker
77*4bdc9457SAndroid Build Coastguard Worker const __m256 vi2x01234567 = _mm256_loadu_ps(i2);
78*4bdc9457SAndroid Build Coastguard Worker const __m256 vi2x89ABCDEF = _mm256_loadu_ps(i2 + 8);
79*4bdc9457SAndroid Build Coastguard Worker i2 += 16;
80*4bdc9457SAndroid Build Coastguard Worker
81*4bdc9457SAndroid Build Coastguard Worker const __m256 vk2x01234567 = _mm256_load_ps(w + 48);
82*4bdc9457SAndroid Build Coastguard Worker const __m256 vk2x89ABCDEF = _mm256_load_ps(w + 56);
83*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi2x01234567, vk2x01234567, vacc01234567p0);
84*4bdc9457SAndroid Build Coastguard Worker vacc89ABCDEFp0 = _mm256_fmadd_ps(vi2x89ABCDEF, vk2x89ABCDEF, vacc89ABCDEFp0);
85*4bdc9457SAndroid Build Coastguard Worker
86*4bdc9457SAndroid Build Coastguard Worker w += 64;
87*4bdc9457SAndroid Build Coastguard Worker
88*4bdc9457SAndroid Build Coastguard Worker // Add up all accumulators to vacc0123456789ABCDEFp0
89*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_add_ps(vacc01234567p0, vacc01234567p1);
90*4bdc9457SAndroid Build Coastguard Worker vacc89ABCDEFp0 = _mm256_add_ps(vacc89ABCDEFp0, vacc89ABCDEFp1);
91*4bdc9457SAndroid Build Coastguard Worker
92*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567 = _mm256_max_ps(vacc01234567p0, vmin);
93*4bdc9457SAndroid Build Coastguard Worker __m256 vacc89ABCDEF = _mm256_max_ps(vacc89ABCDEFp0, vmin);
94*4bdc9457SAndroid Build Coastguard Worker vacc01234567 = _mm256_min_ps(vacc01234567, vmax);
95*4bdc9457SAndroid Build Coastguard Worker vacc89ABCDEF = _mm256_min_ps(vacc89ABCDEF, vmax);
96*4bdc9457SAndroid Build Coastguard Worker
97*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(output, vacc01234567);
98*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(output + 8, vacc89ABCDEF);
99*4bdc9457SAndroid Build Coastguard Worker output += 16;
100*4bdc9457SAndroid Build Coastguard Worker }
101*4bdc9457SAndroid Build Coastguard Worker for (; c >= 8; c -= 8) {
102*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567p0 = _mm256_load_ps(w);
103*4bdc9457SAndroid Build Coastguard Worker
104*4bdc9457SAndroid Build Coastguard Worker const __m256 vi0x01234567 = _mm256_loadu_ps(i0);
105*4bdc9457SAndroid Build Coastguard Worker i0 += 8;
106*4bdc9457SAndroid Build Coastguard Worker
107*4bdc9457SAndroid Build Coastguard Worker const __m256 vk0x01234567 = _mm256_load_ps(w + 16);
108*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi0x01234567, vk0x01234567, vacc01234567p0);
109*4bdc9457SAndroid Build Coastguard Worker
110*4bdc9457SAndroid Build Coastguard Worker const __m256 vi1x01234567 = _mm256_loadu_ps(i1);
111*4bdc9457SAndroid Build Coastguard Worker i1 += 8;
112*4bdc9457SAndroid Build Coastguard Worker
113*4bdc9457SAndroid Build Coastguard Worker const __m256 vk1x01234567 = _mm256_load_ps(w + 32);
114*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567p1 = _mm256_mul_ps(vi1x01234567, vk1x01234567);
115*4bdc9457SAndroid Build Coastguard Worker
116*4bdc9457SAndroid Build Coastguard Worker const __m256 vi2x01234567 = _mm256_loadu_ps(i2);
117*4bdc9457SAndroid Build Coastguard Worker i2 += 8;
118*4bdc9457SAndroid Build Coastguard Worker
119*4bdc9457SAndroid Build Coastguard Worker const __m256 vk2x01234567 = _mm256_load_ps(w + 48);
120*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi2x01234567, vk2x01234567, vacc01234567p0);
121*4bdc9457SAndroid Build Coastguard Worker
122*4bdc9457SAndroid Build Coastguard Worker w += 8;
123*4bdc9457SAndroid Build Coastguard Worker
124*4bdc9457SAndroid Build Coastguard Worker // Add up all accumulators to vacc01234567p0
125*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_add_ps(vacc01234567p0, vacc01234567p1);
126*4bdc9457SAndroid Build Coastguard Worker
127*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567 = _mm256_max_ps(vacc01234567p0, vmin);
128*4bdc9457SAndroid Build Coastguard Worker vacc01234567 = _mm256_min_ps(vacc01234567, vmax);
129*4bdc9457SAndroid Build Coastguard Worker
130*4bdc9457SAndroid Build Coastguard Worker _mm256_storeu_ps(output, vacc01234567);
131*4bdc9457SAndroid Build Coastguard Worker output += 8;
132*4bdc9457SAndroid Build Coastguard Worker }
133*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(c != 0) {
134*4bdc9457SAndroid Build Coastguard Worker assert(c >= 1);
135*4bdc9457SAndroid Build Coastguard Worker assert(c <= 7);
136*4bdc9457SAndroid Build Coastguard Worker const __m256i vmask = _mm256_loadu_si256((const __m256i*) ¶ms->avx.mask_table[7 - c]);
137*4bdc9457SAndroid Build Coastguard Worker
138*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567p0 = _mm256_load_ps(w);
139*4bdc9457SAndroid Build Coastguard Worker
140*4bdc9457SAndroid Build Coastguard Worker const __m256 vi0x01234567 = _mm256_maskload_ps(i0, vmask);
141*4bdc9457SAndroid Build Coastguard Worker const __m256 vk0x01234567 = _mm256_load_ps(w + 16);
142*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi0x01234567, vk0x01234567, vacc01234567p0);
143*4bdc9457SAndroid Build Coastguard Worker
144*4bdc9457SAndroid Build Coastguard Worker const __m256 vi1x01234567 = _mm256_maskload_ps(i1, vmask);
145*4bdc9457SAndroid Build Coastguard Worker const __m256 vk1x01234567 = _mm256_load_ps(w + 32);
146*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567p1 = _mm256_mul_ps(vi1x01234567, vk1x01234567);
147*4bdc9457SAndroid Build Coastguard Worker
148*4bdc9457SAndroid Build Coastguard Worker const __m256 vi2x01234567 = _mm256_maskload_ps(i2, vmask);
149*4bdc9457SAndroid Build Coastguard Worker const __m256 vk2x01234567 = _mm256_load_ps(w + 48);
150*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_fmadd_ps(vi2x01234567, vk2x01234567, vacc01234567p0);
151*4bdc9457SAndroid Build Coastguard Worker
152*4bdc9457SAndroid Build Coastguard Worker // Add up all accumulators to vacc01234567p0
153*4bdc9457SAndroid Build Coastguard Worker vacc01234567p0 = _mm256_add_ps(vacc01234567p0, vacc01234567p1);
154*4bdc9457SAndroid Build Coastguard Worker
155*4bdc9457SAndroid Build Coastguard Worker __m256 vacc01234567 = _mm256_max_ps(vacc01234567p0, vmin);
156*4bdc9457SAndroid Build Coastguard Worker vacc01234567 = _mm256_min_ps(vacc01234567, vmax);
157*4bdc9457SAndroid Build Coastguard Worker
158*4bdc9457SAndroid Build Coastguard Worker __m128 vacc0123 = _mm256_castps256_ps128(vacc01234567);
159*4bdc9457SAndroid Build Coastguard Worker if (c & 4) {
160*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(output, vacc0123);
161*4bdc9457SAndroid Build Coastguard Worker vacc0123 = _mm256_extractf128_ps(vacc01234567, 1);
162*4bdc9457SAndroid Build Coastguard Worker output += 4;
163*4bdc9457SAndroid Build Coastguard Worker }
164*4bdc9457SAndroid Build Coastguard Worker if (c & 2) {
165*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) output, vacc0123);
166*4bdc9457SAndroid Build Coastguard Worker vacc0123 = _mm_movehl_ps(vacc0123, vacc0123);
167*4bdc9457SAndroid Build Coastguard Worker output += 2;
168*4bdc9457SAndroid Build Coastguard Worker }
169*4bdc9457SAndroid Build Coastguard Worker if (c & 1) {
170*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(output, vacc0123);
171*4bdc9457SAndroid Build Coastguard Worker output += 1;
172*4bdc9457SAndroid Build Coastguard Worker }
173*4bdc9457SAndroid Build Coastguard Worker }
174*4bdc9457SAndroid Build Coastguard Worker
175*4bdc9457SAndroid Build Coastguard Worker output = (float*) ((uintptr_t) output + output_increment);
176*4bdc9457SAndroid Build Coastguard Worker } while (--output_width != 0);
177*4bdc9457SAndroid Build Coastguard Worker }
178