/src/xnnpack/src/qs8-qc8w-igemm/gen/qs8-qc8w-igemm-2x4c8-minmax-fp32-avx-ld128.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 | | #ifdef _MSC_VER |
16 | | #include <intrin.h> |
17 | | #else |
18 | | #include <x86intrin.h> |
19 | | #endif |
20 | | |
21 | | #include "src/xnnpack/common.h" |
22 | | #include "src/xnnpack/igemm.h" |
23 | | #include "src/xnnpack/math.h" |
24 | | #include "src/xnnpack/microparams.h" |
25 | | #include "src/xnnpack/unaligned.h" |
26 | | |
27 | | |
28 | | void xnn_qs8_qc8w_igemm_minmax_fp32_ukernel_2x4c8__avx_ld128( |
29 | | size_t mr, |
30 | | size_t nc, |
31 | | size_t kc, |
32 | | size_t ks, |
33 | | const int8_t** restrict a, |
34 | | const void* restrict w, |
35 | | int8_t* restrict c, |
36 | | size_t cm_stride, |
37 | | size_t cn_stride, |
38 | | size_t a_offset, |
39 | | const int8_t* zero, |
40 | | const union xnn_qs8_qc8w_conv_minmax_params* restrict params) XNN_OOB_READS |
41 | 0 | { |
42 | 0 | assert(mr != 0); |
43 | 0 | assert(mr <= 2); |
44 | 0 | assert(nc != 0); |
45 | 0 | assert(kc != 0); |
46 | 0 | assert(ks != 0); |
47 | 0 | assert(ks % (2 * sizeof(void*)) == 0); |
48 | 0 | assert(a_offset % sizeof(int8_t) == 0); |
49 | 0 | assert(a != NULL); |
50 | 0 | assert(w != NULL); |
51 | 0 | assert(c != NULL); |
52 | | |
53 | 0 | kc = round_up_po2(kc, 8 * sizeof(int8_t)); |
54 | 0 | int8_t* c0 = c; |
55 | 0 | int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride); |
56 | 0 | if XNN_UNPREDICTABLE(mr != 2) { |
57 | 0 | c1 = c0; |
58 | 0 | } |
59 | | |
60 | |
|
61 | 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); |
62 | 0 | const __m128i voutput_zero_point = _mm_set1_epi16(params->fp32_scalar.output_zero_point); |
63 | 0 | const __m128i voutput_min = _mm_set1_epi8(params->fp32_scalar.output_min); |
64 | 0 | XNN_FORCE_REALIZATION(voutput_max_less_zero_point); |
65 | 0 | XNN_FORCE_REALIZATION(voutput_zero_point); |
66 | 0 | XNN_FORCE_REALIZATION(voutput_min); |
67 | | |
68 | |
|
69 | 0 | do { |
70 | 0 | __m128i vacc0x0 = _mm_cvtsi32_si128(((const int*) w)[0]); |
71 | 0 | __m128i vacc0x1 = _mm_cvtsi32_si128(((const int*) w)[1]); |
72 | 0 | __m128i vacc0x2 = _mm_cvtsi32_si128(((const int*) w)[2]); |
73 | 0 | __m128i vacc0x3 = _mm_cvtsi32_si128(((const int*) w)[3]); |
74 | 0 | __m128i vacc1x0 = vacc0x0; |
75 | 0 | __m128i vacc1x1 = vacc0x1; |
76 | 0 | __m128i vacc1x2 = vacc0x2; |
77 | 0 | __m128i vacc1x3 = vacc0x3; |
78 | 0 | w = (const int32_t*) w + 4; |
79 | |
|
80 | 0 | size_t p = ks; |
81 | 0 | do { |
82 | 0 | const int8_t* restrict a0 = a[0]; |
83 | 0 | if XNN_UNPREDICTABLE(a0 != zero) { |
84 | 0 | a0 = (const int8_t*) ((uintptr_t) a0 + a_offset); |
85 | 0 | } |
86 | 0 | const int8_t* restrict a1 = a[1]; |
87 | 0 | if XNN_UNPREDICTABLE(a1 != zero) { |
88 | 0 | a1 = (const int8_t*) ((uintptr_t) a1 + a_offset); |
89 | 0 | } |
90 | 0 | a += 2; |
91 | |
|
92 | 0 | size_t k = 0; |
93 | 0 | while (k < kc) { |
94 | 0 | const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0); |
95 | 0 | const __m128i vxa0 = _mm_cvtepi8_epi16(va0); |
96 | 0 | a0 += 8; |
97 | 0 | const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1); |
98 | 0 | const __m128i vxa1 = _mm_cvtepi8_epi16(va1); |
99 | 0 | a1 += 8; |
100 | |
|
101 | 0 | const __m128i vb01 = _mm_load_si128((const __m128i*) w); |
102 | 0 | const __m128i vxb0 = _mm_cvtepi8_epi16(vb01); |
103 | 0 | const __m128i vxb1 = _mm_srai_epi16(_mm_unpackhi_epi8(vb01, vb01), 8); |
104 | |
|
105 | 0 | vacc0x0 = _mm_add_epi32(vacc0x0, _mm_madd_epi16(vxa0, vxb0)); |
106 | 0 | vacc0x1 = _mm_add_epi32(vacc0x1, _mm_madd_epi16(vxa0, vxb1)); |
107 | 0 | vacc1x0 = _mm_add_epi32(vacc1x0, _mm_madd_epi16(vxa1, vxb0)); |
108 | 0 | vacc1x1 = _mm_add_epi32(vacc1x1, _mm_madd_epi16(vxa1, vxb1)); |
109 | 0 | const __m128i vb23 = _mm_load_si128((const __m128i*) ((const int8_t*) w + 16)); |
110 | 0 | const __m128i vxb2 = _mm_cvtepi8_epi16(vb23); |
111 | 0 | const __m128i vxb3 = _mm_srai_epi16(_mm_unpackhi_epi8(vb23, vb23), 8); |
112 | |
|
113 | 0 | vacc0x2 = _mm_add_epi32(vacc0x2, _mm_madd_epi16(vxa0, vxb2)); |
114 | 0 | vacc0x3 = _mm_add_epi32(vacc0x3, _mm_madd_epi16(vxa0, vxb3)); |
115 | 0 | vacc1x2 = _mm_add_epi32(vacc1x2, _mm_madd_epi16(vxa1, vxb2)); |
116 | 0 | vacc1x3 = _mm_add_epi32(vacc1x3, _mm_madd_epi16(vxa1, vxb3)); |
117 | |
|
118 | 0 | w = (const void*) ((const int8_t*) w + 32); |
119 | 0 | k += 8 * sizeof(int8_t); |
120 | 0 | } |
121 | 0 | p -= 2 * sizeof(void*); |
122 | 0 | } while (p != 0); |
123 | |
|
124 | 0 | const __m128i vacc0x01 = _mm_hadd_epi32(vacc0x0, vacc0x1); |
125 | 0 | const __m128i vacc0x23 = _mm_hadd_epi32(vacc0x2, vacc0x3); |
126 | 0 | const __m128i vacc1x01 = _mm_hadd_epi32(vacc1x0, vacc1x1); |
127 | 0 | const __m128i vacc1x23 = _mm_hadd_epi32(vacc1x2, vacc1x3); |
128 | |
|
129 | 0 | __m128i vacc0x0123 = _mm_hadd_epi32(vacc0x01, vacc0x23); |
130 | 0 | __m128i vacc1x0123 = _mm_hadd_epi32(vacc1x01, vacc1x23); |
131 | |
|
132 | 0 | __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123); |
133 | 0 | __m128 vscaled1x0123 = _mm_cvtepi32_ps(vacc1x0123); |
134 | |
|
135 | 0 | const __m128 vscale0123 = _mm_load_ps((const float*) w); |
136 | 0 | w = (const float*) w + 4; |
137 | 0 | vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale0123); |
138 | 0 | vscaled1x0123 = _mm_mul_ps(vscaled1x0123, vscale0123); |
139 | |
|
140 | 0 | vscaled0x0123 = _mm_min_ps(vscaled0x0123, voutput_max_less_zero_point); |
141 | 0 | vscaled1x0123 = _mm_min_ps(vscaled1x0123, voutput_max_less_zero_point); |
142 | |
|
143 | 0 | vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123); |
144 | 0 | vacc1x0123 = _mm_cvtps_epi32(vscaled1x0123); |
145 | |
|
146 | 0 | __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point); |
147 | | |
148 | |
|
149 | 0 | __m128i vout = _mm_packs_epi16(vacc01x0123, vacc01x0123); |
150 | |
|
151 | 0 | vout = _mm_max_epi8(vout, voutput_min); |
152 | |
|
153 | 0 | if (nc >= 4) { |
154 | 0 | unaligned_store_u32(c1, (uint32_t) _mm_extract_epi32(vout, 1)); |
155 | 0 | c1 = (int8_t*) ((uintptr_t) c1 + cn_stride); |
156 | 0 | unaligned_store_u32(c0, (uint32_t) _mm_cvtsi128_si32(vout)); |
157 | 0 | c0 = (int8_t*) ((uintptr_t) c0 + cn_stride); |
158 | |
|
159 | 0 | a = (const int8_t**restrict) ((uintptr_t) a - ks); |
160 | |
|
161 | 0 | nc -= 4; |
162 | 0 | } else { |
163 | 0 | if (nc & 2) { |
164 | 0 | unaligned_store_u16(c1, (uint16_t) _mm_extract_epi16(vout, 2)); |
165 | 0 | c1 += 2; |
166 | 0 | unaligned_store_u16(c0, (uint16_t) _mm_extract_epi16(vout, 0)); |
167 | 0 | c0 += 2; |
168 | 0 | vout = _mm_srli_epi32(vout, 16); |
169 | 0 | } |
170 | 0 | if (nc & 1) { |
171 | 0 | *c1 = (int8_t) _mm_extract_epi8(vout, 4); |
172 | 0 | *c0 = (int8_t) _mm_extract_epi8(vout, 0); |
173 | 0 | } |
174 | |
|
175 | 0 | nc = 0; |
176 | 0 | } |
177 | 0 | } while (nc != 0); |
178 | 0 | } |