1 // Auto-generated file. Do not edit!
2 // Template: src/qs8-gemm/MRx4c8-sse.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 #include <emmintrin.h>
13
14 #include <xnnpack/gemm.h>
15 #include <xnnpack/math.h>
16 #include <xnnpack/unaligned.h>
17
18
xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64(size_t mr,size_t nc,size_t kc,const uint8_t * restrict a,size_t a_stride,const void * restrict w,uint8_t * restrict c,size_t cm_stride,size_t cn_stride,const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])19 void xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64(
20 size_t mr,
21 size_t nc,
22 size_t kc,
23 const uint8_t* restrict a,
24 size_t a_stride,
25 const void* restrict w,
26 uint8_t* restrict c,
27 size_t cm_stride,
28 size_t cn_stride,
29 const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
30 {
31 assert(mr != 0);
32 assert(mr <= 1);
33 assert(nc != 0);
34 assert(kc != 0);
35 assert(kc % sizeof(uint8_t) == 0);
36 assert(a != NULL);
37 assert(w != NULL);
38 assert(c != NULL);
39
40 kc = round_up_po2(kc, 8);
41 const uint8_t* a0 = a;
42 uint8_t* c0 = c;
43
44 do {
45 __m128i vacc0x0 = _mm_cvtsi32_si128(((const int*) w)[0]);
46 __m128i vacc0x1 = _mm_cvtsi32_si128(((const int*) w)[1]);
47 __m128i vacc0x2 = _mm_cvtsi32_si128(((const int*) w)[2]);
48 __m128i vacc0x3 = _mm_cvtsi32_si128(((const int*) w)[3]);
49 w = (const int32_t*) w + 4;
50
51 size_t k = 0;
52 const __m128i vb_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.kernel_zero_point);
53 const __m128i vzero = _mm_setzero_si128();
54 while (k < kc) {
55 const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
56 const __m128i vxa0 = _mm_unpacklo_epi8(va0, vzero);
57 a0 += 8;
58
59 const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w);
60 const __m128i vxb0 = _mm_sub_epi16(_mm_unpacklo_epi8(vb0, vzero), vb_zero_point);
61
62 vacc0x0 = _mm_add_epi32(vacc0x0, _mm_madd_epi16(vxa0, vxb0));
63 const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 8));
64 const __m128i vxb1 = _mm_sub_epi16(_mm_unpacklo_epi8(vb1, vzero), vb_zero_point);
65
66 vacc0x1 = _mm_add_epi32(vacc0x1, _mm_madd_epi16(vxa0, vxb1));
67 const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 16));
68 const __m128i vxb2 = _mm_sub_epi16(_mm_unpacklo_epi8(vb2, vzero), vb_zero_point);
69
70 vacc0x2 = _mm_add_epi32(vacc0x2, _mm_madd_epi16(vxa0, vxb2));
71 const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 24));
72 const __m128i vxb3 = _mm_sub_epi16(_mm_unpacklo_epi8(vb3, vzero), vb_zero_point);
73
74 vacc0x3 = _mm_add_epi32(vacc0x3, _mm_madd_epi16(vxa0, vxb3));
75
76 w = (const void*) ((const uint8_t*) w + 32);
77 k += 8 * sizeof(uint8_t);
78 }
79
80 const __m128i vacc0x02 = _mm_add_epi32(_mm_unpacklo_epi32(vacc0x0, vacc0x2), _mm_unpackhi_epi32(vacc0x0, vacc0x2));
81 const __m128i vacc0x13 = _mm_add_epi32(_mm_unpacklo_epi32(vacc0x1, vacc0x3), _mm_unpackhi_epi32(vacc0x1, vacc0x3));
82
83 __m128i vacc0x0123 = _mm_add_epi32(_mm_unpacklo_epi32(vacc0x02, vacc0x13), _mm_unpackhi_epi32(vacc0x02, vacc0x13));
84
85 __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123);
86
87 const __m128 vscale = _mm_load_ps(params->fp32_sse2.scale);
88 vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale);
89
90 const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse2.output_max_less_zero_point);
91 vscaled0x0123 = _mm_min_ps(vscaled0x0123, voutput_max_less_zero_point);
92
93 vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123);
94
95 const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.output_zero_point);
96 __m128i vacc00x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc0x0123), voutput_zero_point);
97
98 __m128i vout = _mm_packus_epi16(vacc00x0123, vacc00x0123);
99
100 vout = _mm_max_epu8(vout, _mm_load_si128((const __m128i*) params->fp32_sse2.output_min));
101
102 if (nc >= 4) {
103 unaligned_store_u32(c0, (uint32_t) _mm_cvtsi128_si32(vout));
104
105 c0 = (uint8_t*) ((uintptr_t) c0 + cn_stride);
106
107 a0 = (const uint8_t*) ((uintptr_t) a0 - kc);
108
109 nc -= 4;
110 } else {
111 if (nc & 2) {
112 unaligned_store_u16(c0, (uint16_t) _mm_extract_epi16(vout, 0));
113 c0 += 2;
114 vout = _mm_srli_epi32(vout, 16);
115 }
116 if (nc & 1) {
117 *c0 = (uint8_t) _mm_cvtsi128_si32(vout);
118 }
119
120 nc = 0;
121 }
122 } while (nc != 0);
123 }
124