/src/xnnpack/src/qu8-igemm/gen/qu8-igemm-3x4c8-minmax-fp32-sse41-ld64.c
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1 | | // clang-format off |
2 | | // Auto-generated file. Do not edit! |
3 | | // Template: src/qs8-igemm/MRx4c8-sse.c.in |
4 | | // Generator: tools/xngen |
5 | | // |
6 | | // Copyright 2020 Google LLC |
7 | | // |
8 | | // This source code is licensed under the BSD-style license found in the |
9 | | // LICENSE file in the root directory of this source tree. |
10 | | |
11 | | #include <assert.h> |
12 | | #include <stddef.h> |
13 | | #include <stdint.h> |
14 | | |
15 | | #include <smmintrin.h> |
16 | | |
17 | | #include "src/xnnpack/common.h" |
18 | | #include "src/xnnpack/igemm.h" |
19 | | #include "src/xnnpack/math.h" |
20 | | #include "src/xnnpack/microparams.h" |
21 | | #include "src/xnnpack/unaligned.h" |
22 | | |
23 | | |
24 | | void xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__sse41_ld64( |
25 | | size_t mr, |
26 | | size_t nc, |
27 | | size_t kc, |
28 | | size_t ks, |
29 | | const uint8_t** restrict a, |
30 | | const void* restrict w, |
31 | | uint8_t* restrict c, |
32 | | size_t cm_stride, |
33 | | size_t cn_stride, |
34 | | size_t a_offset, |
35 | | const uint8_t* zero, |
36 | | const union xnn_qu8_conv_minmax_params* restrict params) XNN_OOB_READS |
37 | 0 | { |
38 | 0 | assert(mr != 0); |
39 | 0 | assert(mr <= 3); |
40 | 0 | assert(nc != 0); |
41 | 0 | assert(kc != 0); |
42 | 0 | assert(ks != 0); |
43 | 0 | assert(ks % (3 * sizeof(void*)) == 0); |
44 | 0 | assert(a_offset % sizeof(uint8_t) == 0); |
45 | 0 | assert(a != NULL); |
46 | 0 | assert(w != NULL); |
47 | 0 | assert(c != NULL); |
48 | | |
49 | 0 | kc = round_up_po2(kc, 8 * sizeof(uint8_t)); |
50 | 0 | uint8_t* c0 = c; |
51 | 0 | uint8_t* c1 = (uint8_t*) ((uintptr_t) c0 + cm_stride); |
52 | 0 | if XNN_UNPREDICTABLE(mr < 2) { |
53 | 0 | c1 = c0; |
54 | 0 | } |
55 | 0 | uint8_t* c2 = (uint8_t*) ((uintptr_t) c1 + cm_stride); |
56 | 0 | if XNN_UNPREDICTABLE(mr <= 2) { |
57 | 0 | c2 = c1; |
58 | 0 | } |
59 | |
|
60 | 0 | const __m128 vscale = _mm_set1_ps(params->fp32_scalar.scale); |
61 | 0 | XNN_FORCE_REALIZATION(vscale); |
62 | |
|
63 | 0 | const __m128 voutput_max_less_zero_point = _mm_set1_ps((int32_t) params->fp32_scalar.output_max - (int32_t) params->fp32_scalar.output_zero_point); |
64 | 0 | const __m128i voutput_zero_point = _mm_set1_epi16(params->fp32_scalar.output_zero_point); |
65 | 0 | const __m128i voutput_min = _mm_set1_epi8(params->fp32_scalar.output_min); |
66 | 0 | XNN_FORCE_REALIZATION(voutput_max_less_zero_point); |
67 | 0 | XNN_FORCE_REALIZATION(voutput_zero_point); |
68 | 0 | XNN_FORCE_REALIZATION(voutput_min); |
69 | |
|
70 | 0 | const __m128i vb_zero_point = _mm_set1_epi16(params->fp32_scalar.kernel_zero_point); |
71 | 0 | XNN_FORCE_REALIZATION(vb_zero_point); |
72 | |
|
73 | 0 | do { |
74 | 0 | __m128i vacc0x0 = _mm_cvtsi32_si128(((const int*) w)[0]); |
75 | 0 | __m128i vacc0x1 = _mm_cvtsi32_si128(((const int*) w)[1]); |
76 | 0 | __m128i vacc0x2 = _mm_cvtsi32_si128(((const int*) w)[2]); |
77 | 0 | __m128i vacc0x3 = _mm_cvtsi32_si128(((const int*) w)[3]); |
78 | 0 | __m128i vacc1x0 = vacc0x0; |
79 | 0 | __m128i vacc1x1 = vacc0x1; |
80 | 0 | __m128i vacc1x2 = vacc0x2; |
81 | 0 | __m128i vacc1x3 = vacc0x3; |
82 | 0 | __m128i vacc2x0 = vacc0x0; |
83 | 0 | __m128i vacc2x1 = vacc0x1; |
84 | 0 | __m128i vacc2x2 = vacc0x2; |
85 | 0 | __m128i vacc2x3 = vacc0x3; |
86 | 0 | w = (const int32_t*) w + 4; |
87 | |
|
88 | 0 | size_t p = ks; |
89 | 0 | do { |
90 | 0 | const uint8_t* restrict a0 = a[0]; |
91 | 0 | if XNN_UNPREDICTABLE(a0 != zero) { |
92 | 0 | a0 = (const uint8_t*) ((uintptr_t) a0 + a_offset); |
93 | 0 | } |
94 | 0 | const uint8_t* restrict a1 = a[1]; |
95 | 0 | if XNN_UNPREDICTABLE(a1 != zero) { |
96 | 0 | a1 = (const uint8_t*) ((uintptr_t) a1 + a_offset); |
97 | 0 | } |
98 | 0 | const uint8_t* restrict a2 = a[2]; |
99 | 0 | if XNN_UNPREDICTABLE(a2 != zero) { |
100 | 0 | a2 = (const uint8_t*) ((uintptr_t) a2 + a_offset); |
101 | 0 | } |
102 | 0 | a += 3; |
103 | |
|
104 | 0 | size_t k = 0; |
105 | 0 | while (k < kc) { |
106 | 0 | const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0); |
107 | 0 | const __m128i vxa0 = _mm_cvtepu8_epi16(va0); |
108 | 0 | a0 += 8; |
109 | 0 | const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1); |
110 | 0 | const __m128i vxa1 = _mm_cvtepu8_epi16(va1); |
111 | 0 | a1 += 8; |
112 | 0 | const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2); |
113 | 0 | const __m128i vxa2 = _mm_cvtepu8_epi16(va2); |
114 | 0 | a2 += 8; |
115 | |
|
116 | 0 | const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w); |
117 | 0 | const __m128i vxb0 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb0), vb_zero_point); |
118 | |
|
119 | 0 | vacc0x0 = _mm_add_epi32(vacc0x0, _mm_madd_epi16(vxa0, vxb0)); |
120 | 0 | vacc1x0 = _mm_add_epi32(vacc1x0, _mm_madd_epi16(vxa1, vxb0)); |
121 | 0 | vacc2x0 = _mm_add_epi32(vacc2x0, _mm_madd_epi16(vxa2, vxb0)); |
122 | 0 | const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 8)); |
123 | 0 | const __m128i vxb1 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb1), vb_zero_point); |
124 | |
|
125 | 0 | vacc0x1 = _mm_add_epi32(vacc0x1, _mm_madd_epi16(vxa0, vxb1)); |
126 | 0 | vacc1x1 = _mm_add_epi32(vacc1x1, _mm_madd_epi16(vxa1, vxb1)); |
127 | 0 | vacc2x1 = _mm_add_epi32(vacc2x1, _mm_madd_epi16(vxa2, vxb1)); |
128 | 0 | const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 16)); |
129 | 0 | const __m128i vxb2 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb2), vb_zero_point); |
130 | |
|
131 | 0 | vacc0x2 = _mm_add_epi32(vacc0x2, _mm_madd_epi16(vxa0, vxb2)); |
132 | 0 | vacc1x2 = _mm_add_epi32(vacc1x2, _mm_madd_epi16(vxa1, vxb2)); |
133 | 0 | vacc2x2 = _mm_add_epi32(vacc2x2, _mm_madd_epi16(vxa2, vxb2)); |
134 | 0 | const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 24)); |
135 | 0 | const __m128i vxb3 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb3), vb_zero_point); |
136 | |
|
137 | 0 | vacc0x3 = _mm_add_epi32(vacc0x3, _mm_madd_epi16(vxa0, vxb3)); |
138 | 0 | vacc1x3 = _mm_add_epi32(vacc1x3, _mm_madd_epi16(vxa1, vxb3)); |
139 | 0 | vacc2x3 = _mm_add_epi32(vacc2x3, _mm_madd_epi16(vxa2, vxb3)); |
140 | |
|
141 | 0 | w = (const void*) ((const uint8_t*) w + 32); |
142 | 0 | k += 8 * sizeof(uint8_t); |
143 | 0 | } |
144 | 0 | p -= 3 * sizeof(void*); |
145 | 0 | } while (p != 0); |
146 | |
|
147 | 0 | const __m128i vacc0x01 = _mm_hadd_epi32(vacc0x0, vacc0x1); |
148 | 0 | const __m128i vacc0x23 = _mm_hadd_epi32(vacc0x2, vacc0x3); |
149 | 0 | const __m128i vacc1x01 = _mm_hadd_epi32(vacc1x0, vacc1x1); |
150 | 0 | const __m128i vacc1x23 = _mm_hadd_epi32(vacc1x2, vacc1x3); |
151 | 0 | const __m128i vacc2x01 = _mm_hadd_epi32(vacc2x0, vacc2x1); |
152 | 0 | const __m128i vacc2x23 = _mm_hadd_epi32(vacc2x2, vacc2x3); |
153 | |
|
154 | 0 | __m128i vacc0x0123 = _mm_hadd_epi32(vacc0x01, vacc0x23); |
155 | 0 | __m128i vacc1x0123 = _mm_hadd_epi32(vacc1x01, vacc1x23); |
156 | 0 | __m128i vacc2x0123 = _mm_hadd_epi32(vacc2x01, vacc2x23); |
157 | |
|
158 | 0 | __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123); |
159 | 0 | __m128 vscaled1x0123 = _mm_cvtepi32_ps(vacc1x0123); |
160 | 0 | __m128 vscaled2x0123 = _mm_cvtepi32_ps(vacc2x0123); |
161 | |
|
162 | 0 | vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale); |
163 | 0 | vscaled1x0123 = _mm_mul_ps(vscaled1x0123, vscale); |
164 | 0 | vscaled2x0123 = _mm_mul_ps(vscaled2x0123, vscale); |
165 | |
|
166 | 0 | vscaled0x0123 = _mm_min_ps(vscaled0x0123, voutput_max_less_zero_point); |
167 | 0 | vscaled1x0123 = _mm_min_ps(vscaled1x0123, voutput_max_less_zero_point); |
168 | 0 | vscaled2x0123 = _mm_min_ps(vscaled2x0123, voutput_max_less_zero_point); |
169 | |
|
170 | 0 | vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123); |
171 | 0 | vacc1x0123 = _mm_cvtps_epi32(vscaled1x0123); |
172 | 0 | vacc2x0123 = _mm_cvtps_epi32(vscaled2x0123); |
173 | |
|
174 | 0 | __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point); |
175 | 0 | __m128i vacc22x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc2x0123, vacc2x0123), voutput_zero_point); |
176 | |
|
177 | 0 | __m128i vout = _mm_packus_epi16(vacc01x0123, vacc22x0123); |
178 | |
|
179 | 0 | vout = _mm_max_epu8(vout, voutput_min); |
180 | |
|
181 | 0 | if (nc >= 4) { |
182 | 0 | unaligned_store_u32(c2, (uint32_t) _mm_extract_epi32(vout, 2)); |
183 | 0 | c2 = (uint8_t*) ((uintptr_t) c2 + cn_stride); |
184 | 0 | unaligned_store_u32(c1, (uint32_t) _mm_extract_epi32(vout, 1)); |
185 | 0 | c1 = (uint8_t*) ((uintptr_t) c1 + cn_stride); |
186 | 0 | unaligned_store_u32(c0, (uint32_t) _mm_cvtsi128_si32(vout)); |
187 | 0 | c0 = (uint8_t*) ((uintptr_t) c0 + cn_stride); |
188 | |
|
189 | 0 | a = (const uint8_t**restrict) ((uintptr_t) a - ks); |
190 | |
|
191 | 0 | nc -= 4; |
192 | 0 | } else { |
193 | 0 | if (nc & 2) { |
194 | 0 | unaligned_store_u16(c2, (uint16_t) _mm_extract_epi16(vout, 4)); |
195 | 0 | c2 += 2; |
196 | 0 | unaligned_store_u16(c1, (uint16_t) _mm_extract_epi16(vout, 2)); |
197 | 0 | c1 += 2; |
198 | 0 | unaligned_store_u16(c0, (uint16_t) _mm_extract_epi16(vout, 0)); |
199 | 0 | c0 += 2; |
200 | 0 | vout = _mm_srli_epi32(vout, 16); |
201 | 0 | } |
202 | 0 | if (nc & 1) { |
203 | 0 | *c2 = (uint8_t) _mm_extract_epi8(vout, 8); |
204 | 0 | *c1 = (uint8_t) _mm_extract_epi8(vout, 4); |
205 | 0 | *c0 = (uint8_t) _mm_extract_epi8(vout, 0); |
206 | 0 | } |
207 | |
|
208 | 0 | nc = 0; |
209 | 0 | } |
210 | 0 | } while (nc != 0); |
211 | 0 | } |