1 // Auto-generated file. Do not edit!
2 // Template: src/qs8-dwconv/unipass-sse-mul32.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 #if defined(__GNUC__) || defined(__clang__)
13 #include <x86intrin.h>
14 #else
15 #include <immintrin.h>
16 #include <ammintrin.h>
17 #endif
18
19 #include <xnnpack/dwconv.h>
20 #include <xnnpack/intrinsics-polyfill.h>
21 #include <xnnpack/unaligned.h>
22
23
xnn_qc8_dwconv_minmax_fp32_ukernel_up8x9__xop_mul32(size_t channels,size_t output_width,const int8_t ** input,const void * weights,int8_t * output,size_t input_stride,size_t output_increment,size_t input_offset,const int8_t * zero,const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])24 void xnn_qc8_dwconv_minmax_fp32_ukernel_up8x9__xop_mul32(
25 size_t channels,
26 size_t output_width,
27 const int8_t** input,
28 const void* weights,
29 int8_t* output,
30 size_t input_stride,
31 size_t output_increment,
32 size_t input_offset,
33 const int8_t* zero,
34 const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
35 {
36 assert(channels != 0);
37 assert(output_width != 0);
38
39 do {
40 const int8_t* i0 = input[0];
41 assert(i0 != NULL);
42 if XNN_UNPREDICTABLE(i0 != zero) {
43 i0 = (const int8_t*) ((uintptr_t) i0 + input_offset);
44 }
45 const int8_t* i1 = input[1];
46 assert(i1 != NULL);
47 if XNN_UNPREDICTABLE(i1 != zero) {
48 i1 = (const int8_t*) ((uintptr_t) i1 + input_offset);
49 }
50 const int8_t* i2 = input[2];
51 assert(i2 != NULL);
52 if XNN_UNPREDICTABLE(i2 != zero) {
53 i2 = (const int8_t*) ((uintptr_t) i2 + input_offset);
54 }
55 const int8_t* i3 = input[3];
56 assert(i3 != NULL);
57 if XNN_UNPREDICTABLE(i3 != zero) {
58 i3 = (const int8_t*) ((uintptr_t) i3 + input_offset);
59 }
60 const int8_t* i4 = input[4];
61 assert(i4 != NULL);
62 if XNN_UNPREDICTABLE(i4 != zero) {
63 i4 = (const int8_t*) ((uintptr_t) i4 + input_offset);
64 }
65 const int8_t* i5 = input[5];
66 assert(i5 != NULL);
67 if XNN_UNPREDICTABLE(i5 != zero) {
68 i5 = (const int8_t*) ((uintptr_t) i5 + input_offset);
69 }
70 const int8_t* i6 = input[6];
71 assert(i6 != NULL);
72 if XNN_UNPREDICTABLE(i6 != zero) {
73 i6 = (const int8_t*) ((uintptr_t) i6 + input_offset);
74 }
75 const int8_t* i7 = input[7];
76 assert(i7 != NULL);
77 if XNN_UNPREDICTABLE(i7 != zero) {
78 i7 = (const int8_t*) ((uintptr_t) i7 + input_offset);
79 }
80 const int8_t* i8 = input[8];
81 assert(i8 != NULL);
82 if XNN_UNPREDICTABLE(i8 != zero) {
83 i8 = (const int8_t*) ((uintptr_t) i8 + input_offset);
84 }
85 input = (const int8_t**) ((uintptr_t) input + input_stride);
86
87 size_t c = channels;
88 const void* w = weights;
89 for (; c >= 8; c -= 8) {
90 __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
91 __m128i vacc4567 = _mm_loadu_si128((const __m128i*) ((const int32_t*) w + 4));
92
93
94 const __m128i vi0x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i0)));
95 const __m128i vk0x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 0 * sizeof(int8_t)))));
96 const __m128i vi0x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i0 + 4)));
97 const __m128i vk0x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 4 * sizeof(int8_t)))));
98 i0 += 8;
99
100 vacc0123 = _mm_macc_epi32(vi0x0123, vk0x0123, vacc0123);
101 vacc4567 = _mm_macc_epi32(vi0x4567, vk0x4567, vacc4567);
102
103 const __m128i vi1x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i1)));
104 const __m128i vk1x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 8 * sizeof(int8_t)))));
105 const __m128i vi1x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i1 + 4)));
106 const __m128i vk1x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 12 * sizeof(int8_t)))));
107 i1 += 8;
108
109 vacc0123 = _mm_macc_epi32(vi1x0123, vk1x0123, vacc0123);
110 vacc4567 = _mm_macc_epi32(vi1x4567, vk1x4567, vacc4567);
111
112 const __m128i vi2x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i2)));
113 const __m128i vk2x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 16 * sizeof(int8_t)))));
114 const __m128i vi2x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i2 + 4)));
115 const __m128i vk2x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 20 * sizeof(int8_t)))));
116 i2 += 8;
117
118 vacc0123 = _mm_macc_epi32(vi2x0123, vk2x0123, vacc0123);
119 vacc4567 = _mm_macc_epi32(vi2x4567, vk2x4567, vacc4567);
120
121 const __m128i vi3x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i3)));
122 const __m128i vk3x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 24 * sizeof(int8_t)))));
123 const __m128i vi3x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i3 + 4)));
124 const __m128i vk3x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 28 * sizeof(int8_t)))));
125 i3 += 8;
126
127 vacc0123 = _mm_macc_epi32(vi3x0123, vk3x0123, vacc0123);
128 vacc4567 = _mm_macc_epi32(vi3x4567, vk3x4567, vacc4567);
129
130 const __m128i vi4x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i4)));
131 const __m128i vk4x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 32 * sizeof(int8_t)))));
132 const __m128i vi4x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i4 + 4)));
133 const __m128i vk4x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 36 * sizeof(int8_t)))));
134 i4 += 8;
135
136 vacc0123 = _mm_macc_epi32(vi4x0123, vk4x0123, vacc0123);
137 vacc4567 = _mm_macc_epi32(vi4x4567, vk4x4567, vacc4567);
138
139 const __m128i vi5x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i5)));
140 const __m128i vk5x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 40 * sizeof(int8_t)))));
141 const __m128i vi5x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i5 + 4)));
142 const __m128i vk5x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 44 * sizeof(int8_t)))));
143 i5 += 8;
144
145 vacc0123 = _mm_macc_epi32(vi5x0123, vk5x0123, vacc0123);
146 vacc4567 = _mm_macc_epi32(vi5x4567, vk5x4567, vacc4567);
147
148 const __m128i vi6x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i6)));
149 const __m128i vk6x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 48 * sizeof(int8_t)))));
150 const __m128i vi6x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i6 + 4)));
151 const __m128i vk6x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 52 * sizeof(int8_t)))));
152 i6 += 8;
153
154 vacc0123 = _mm_macc_epi32(vi6x0123, vk6x0123, vacc0123);
155 vacc4567 = _mm_macc_epi32(vi6x4567, vk6x4567, vacc4567);
156
157 const __m128i vi7x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i7)));
158 const __m128i vk7x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 56 * sizeof(int8_t)))));
159 const __m128i vi7x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i7 + 4)));
160 const __m128i vk7x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 60 * sizeof(int8_t)))));
161 i7 += 8;
162
163 vacc0123 = _mm_macc_epi32(vi7x0123, vk7x0123, vacc0123);
164 vacc4567 = _mm_macc_epi32(vi7x4567, vk7x4567, vacc4567);
165
166 const __m128i vi8x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i8)));
167 const __m128i vk8x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 64 * sizeof(int8_t)))));
168 const __m128i vi8x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i8 + 4)));
169 const __m128i vk8x4567 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) ((uintptr_t) w + 8 * sizeof(int32_t) + 68 * sizeof(int8_t)))));
170 i8 += 8;
171
172 vacc0123 = _mm_macc_epi32(vi8x0123, vk8x0123, vacc0123);
173 vacc4567 = _mm_macc_epi32(vi8x4567, vk8x4567, vacc4567);
174
175 w = (const void*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t));
176
177 __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
178 __m128 vscaled4567 = _mm_cvtepi32_ps(vacc4567);
179
180 const __m128 vscale0123 = _mm_loadu_ps((const float*) w);
181 const __m128 vscale4567 = _mm_loadu_ps((const float*) w + 4);
182 w = (const void*) ((const float*) w + 8);
183 vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
184 vscaled4567 = _mm_mul_ps(vscaled4567, vscale4567);
185
186 const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse4.output_max_less_zero_point);
187 vscaled0123 = _mm_min_ps(vscaled0123, voutput_max_less_zero_point);
188 vscaled4567 = _mm_min_ps(vscaled4567, voutput_max_less_zero_point);
189
190 vacc0123 = _mm_cvtps_epi32(vscaled0123);
191 vacc4567 = _mm_cvtps_epi32(vscaled4567);
192
193 const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse4.output_zero_point);
194 __m128i vout01234567 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc4567), voutput_zero_point);
195
196 const __m128i voutput_min = _mm_load_si128((const __m128i*) params->fp32_sse4.output_min);
197 __m128i vout0123456701234567 = _mm_packs_epi16(vout01234567, vout01234567);
198 vout0123456701234567 = _mm_max_epi8(vout0123456701234567, voutput_min);
199
200 _mm_storel_epi64((__m128i*) output, vout0123456701234567);
201 output += 8;
202 }
203 if XNN_UNLIKELY(c != 0) {
204 const int8_t* k = (const int8_t*) ((const int32_t*) w + 8);
205 do {
206 __m128i vacc0123 = _mm_loadu_si128((const __m128i*) w);
207
208 const __m128i vi0x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i0)));
209 const __m128i vk0x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) k)));
210 i0 += 4;
211
212 vacc0123 = _mm_macc_epi32(vi0x0123, vk0x0123, vacc0123);
213 const __m128i vi1x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i1)));
214 const __m128i vk1x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) (k + 8))));
215 i1 += 4;
216
217 vacc0123 = _mm_macc_epi32(vi1x0123, vk1x0123, vacc0123);
218 const __m128i vi2x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i2)));
219 const __m128i vk2x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) (k + 16))));
220 i2 += 4;
221
222 vacc0123 = _mm_macc_epi32(vi2x0123, vk2x0123, vacc0123);
223 const __m128i vi3x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i3)));
224 const __m128i vk3x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) (k + 24))));
225 i3 += 4;
226
227 vacc0123 = _mm_macc_epi32(vi3x0123, vk3x0123, vacc0123);
228 const __m128i vi4x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i4)));
229 const __m128i vk4x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) (k + 32))));
230 i4 += 4;
231
232 vacc0123 = _mm_macc_epi32(vi4x0123, vk4x0123, vacc0123);
233 const __m128i vi5x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i5)));
234 const __m128i vk5x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) (k + 40))));
235 i5 += 4;
236
237 vacc0123 = _mm_macc_epi32(vi5x0123, vk5x0123, vacc0123);
238 const __m128i vi6x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i6)));
239 const __m128i vk6x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) (k + 48))));
240 i6 += 4;
241
242 vacc0123 = _mm_macc_epi32(vi6x0123, vk6x0123, vacc0123);
243 const __m128i vi7x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i7)));
244 const __m128i vk7x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) (k + 56))));
245 i7 += 4;
246
247 vacc0123 = _mm_macc_epi32(vi7x0123, vk7x0123, vacc0123);
248 const __m128i vi8x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128((int) unaligned_load_s32(i8)));
249 const __m128i vk8x0123 = _mm_cvtepi8_epi32(_mm_cvtsi32_si128(*((const int*) (k + 64))));
250 i8 += 4;
251
252 vacc0123 = _mm_macc_epi32(vi8x0123, vk8x0123, vacc0123);
253
254 k += 4;
255
256 __m128 vscaled0123 = _mm_cvtepi32_ps(vacc0123);
257 const __m128 vscale0123 = _mm_loadu_ps((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 72 * sizeof(int8_t)));
258 vscaled0123 = _mm_mul_ps(vscaled0123, vscale0123);
259 vscaled0123 = _mm_min_ps(vscaled0123, _mm_load_ps(params->fp32_sse4.output_max_less_zero_point));
260 vacc0123 = _mm_cvtps_epi32(vscaled0123);
261
262 w = (const void*) ((const int32_t*) w + 4);
263
264 const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse4.output_zero_point);
265 __m128i vout0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0123, vacc0123), voutput_zero_point);
266
267 vout0123 = _mm_packs_epi16(vout0123, vout0123);
268 vout0123 = _mm_max_epi8(vout0123, _mm_load_si128((const __m128i*) params->fp32_sse4.output_min));
269
270 if XNN_LIKELY(c >= 4) {
271 _mm_storeu_si32(output, vout0123);
272 output += 4;
273 c -= 4;
274 } else {
275 if (c & 2) {
276 unaligned_store_u16(output, (uint16_t) _mm_extract_epi16(vout0123, 0));
277 vout0123 = _mm_srli_epi32(vout0123, 16);
278 output += 2;
279 }
280 if (c & 1) {
281 *output = (int8_t) _mm_extract_epi8(vout0123, 0);
282 output += 1;
283 }
284 c = 0;
285 }
286 } while (c != 0);
287 }
288
289 output = (int8_t*) ((uintptr_t) output + output_increment);
290 } while (--output_width != 0);
291 }
292