/src/xnnpack/src/qu8-gemm/gen/qu8-gemm-1x4c8-minmax-fp32-sse2-ld64.c
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1 | | // clang-format off |
2 | | // Auto-generated file. Do not edit! |
3 | | // Template: src/qs8-gemm/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 <emmintrin.h> |
16 | | |
17 | | #include "src/xnnpack/common.h" |
18 | | #include "src/xnnpack/gemm.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_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64( |
25 | | size_t mr, |
26 | | size_t nc, |
27 | | size_t kc, |
28 | | const uint8_t* restrict a, |
29 | | size_t a_stride, |
30 | | const void* restrict w, |
31 | | uint8_t* restrict c, |
32 | | size_t cm_stride, |
33 | | size_t cn_stride, |
34 | | const union xnn_qu8_conv_minmax_params* restrict params) XNN_OOB_READS |
35 | 0 | { |
36 | 0 | assert(mr != 0); |
37 | 0 | assert(mr <= 1); |
38 | 0 | assert(nc != 0); |
39 | 0 | assert(kc != 0); |
40 | 0 | assert(kc % sizeof(uint8_t) == 0); |
41 | 0 | assert(a != NULL); |
42 | 0 | assert(w != NULL); |
43 | 0 | assert(c != NULL); |
44 | | |
45 | 0 | kc = round_up_po2(kc, 8 * sizeof(uint8_t)); |
46 | 0 | const uint8_t* a0 = a; |
47 | 0 | uint8_t* c0 = c; |
48 | |
|
49 | 0 | const __m128 vscale = _mm_set1_ps(params->fp32_scalar.scale); |
50 | 0 | XNN_FORCE_REALIZATION(vscale); |
51 | |
|
52 | 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); |
53 | 0 | const __m128i voutput_zero_point = _mm_set1_epi16(params->fp32_scalar.output_zero_point); |
54 | 0 | const __m128i voutput_min = _mm_set1_epi8(params->fp32_scalar.output_min); |
55 | 0 | XNN_FORCE_REALIZATION(voutput_max_less_zero_point); |
56 | 0 | XNN_FORCE_REALIZATION(voutput_zero_point); |
57 | 0 | XNN_FORCE_REALIZATION(voutput_min); |
58 | | |
59 | |
|
60 | 0 | const __m128i vb_zero_point = _mm_set1_epi16(params->fp32_scalar.kernel_zero_point); |
61 | 0 | XNN_FORCE_REALIZATION(vb_zero_point); |
62 | 0 | do { |
63 | 0 | __m128i vacc0x0 = _mm_cvtsi32_si128(((const int*) w)[0]); |
64 | 0 | __m128i vacc0x1 = _mm_cvtsi32_si128(((const int*) w)[1]); |
65 | 0 | __m128i vacc0x2 = _mm_cvtsi32_si128(((const int*) w)[2]); |
66 | 0 | __m128i vacc0x3 = _mm_cvtsi32_si128(((const int*) w)[3]); |
67 | 0 | w = (const int32_t*) w + 4; |
68 | |
|
69 | 0 | const __m128i vzero = _mm_setzero_si128(); |
70 | 0 | size_t k = kc; |
71 | | |
72 | |
|
73 | 0 | while (k >= 8 * sizeof(uint8_t)) { |
74 | 0 | const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0); |
75 | 0 | const __m128i vxa0 = _mm_unpacklo_epi8(va0, vzero); |
76 | 0 | a0 += 8; |
77 | |
|
78 | 0 | const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w); |
79 | |
|
80 | 0 | const __m128i vxb0 = _mm_sub_epi16(_mm_unpacklo_epi8(vb0, vzero), vb_zero_point); |
81 | |
|
82 | 0 | vacc0x0 = _mm_add_epi32(vacc0x0, _mm_madd_epi16(vxa0, vxb0)); |
83 | 0 | const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 8)); |
84 | |
|
85 | 0 | const __m128i vxb1 = _mm_sub_epi16(_mm_unpacklo_epi8(vb1, vzero), vb_zero_point); |
86 | |
|
87 | 0 | vacc0x1 = _mm_add_epi32(vacc0x1, _mm_madd_epi16(vxa0, vxb1)); |
88 | 0 | const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 16)); |
89 | |
|
90 | 0 | const __m128i vxb2 = _mm_sub_epi16(_mm_unpacklo_epi8(vb2, vzero), vb_zero_point); |
91 | |
|
92 | 0 | vacc0x2 = _mm_add_epi32(vacc0x2, _mm_madd_epi16(vxa0, vxb2)); |
93 | 0 | const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 24)); |
94 | |
|
95 | 0 | const __m128i vxb3 = _mm_sub_epi16(_mm_unpacklo_epi8(vb3, vzero), vb_zero_point); |
96 | |
|
97 | 0 | vacc0x3 = _mm_add_epi32(vacc0x3, _mm_madd_epi16(vxa0, vxb3)); |
98 | |
|
99 | 0 | w = (const uint8_t*) w + 32; |
100 | 0 | k -= 8 * sizeof(uint8_t); |
101 | 0 | } |
102 | |
|
103 | 0 | const __m128i vacc0x02 = _mm_add_epi32(_mm_unpacklo_epi32(vacc0x0, vacc0x2), _mm_unpackhi_epi32(vacc0x0, vacc0x2)); |
104 | 0 | const __m128i vacc0x13 = _mm_add_epi32(_mm_unpacklo_epi32(vacc0x1, vacc0x3), _mm_unpackhi_epi32(vacc0x1, vacc0x3)); |
105 | |
|
106 | 0 | __m128i vacc0x0123 = _mm_add_epi32(_mm_unpacklo_epi32(vacc0x02, vacc0x13), _mm_unpackhi_epi32(vacc0x02, vacc0x13)); |
107 | |
|
108 | 0 | __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123); |
109 | |
|
110 | 0 | vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale); |
111 | |
|
112 | 0 | vscaled0x0123 = _mm_min_ps(vscaled0x0123, voutput_max_less_zero_point); |
113 | |
|
114 | 0 | vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123); |
115 | |
|
116 | 0 | __m128i vacc00x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc0x0123), voutput_zero_point); |
117 | |
|
118 | 0 | __m128i vout = _mm_packus_epi16(vacc00x0123, vacc00x0123); |
119 | |
|
120 | 0 | vout = _mm_max_epu8(vout, voutput_min); |
121 | |
|
122 | 0 | if (nc >= 4) { |
123 | 0 | unaligned_store_u32(c0, (uint32_t) _mm_cvtsi128_si32(vout)); |
124 | |
|
125 | 0 | c0 = (uint8_t*) ((uintptr_t) c0 + cn_stride); |
126 | |
|
127 | 0 | a0 = (const uint8_t*) ((uintptr_t) a0 - kc); |
128 | |
|
129 | 0 | nc -= 4; |
130 | 0 | } else { |
131 | 0 | if (nc & 2) { |
132 | 0 | unaligned_store_u16(c0, (uint16_t) _mm_extract_epi16(vout, 0)); |
133 | 0 | c0 += 2; |
134 | 0 | vout = _mm_srli_epi32(vout, 16); |
135 | 0 | } |
136 | 0 | if (nc & 1) { |
137 | 0 | *c0 = (uint8_t) _mm_cvtsi128_si32(vout); |
138 | 0 | } |
139 | |
|
140 | 0 | nc = 0; |
141 | 0 | } |
142 | 0 | } while (nc != 0); |
143 | 0 | } |