• Home
  • Line#
  • Scopes#
  • Navigate#
  • Raw
  • Download
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 <tmmintrin.h>
13 
14 #include <xnnpack/gemm.h>
15 #include <xnnpack/math.h>
16 
17 
xnn_qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld128(size_t mr,size_t nc,size_t kc,const int8_t * restrict a,size_t a_stride,const void * restrict w,int8_t * restrict c,size_t cm_stride,size_t cn_stride,const union xnn_qs8_gemm_params params[restrict XNN_MIN_ELEMENTS (1)])18 void xnn_qs8_gemm_minmax_ukernel_1x4c8__ssse3_ld128(
19     size_t mr,
20     size_t nc,
21     size_t kc,
22     const int8_t* restrict a,
23     size_t a_stride,
24     const void* restrict w,
25     int8_t* restrict c,
26     size_t cm_stride,
27     size_t cn_stride,
28     const union xnn_qs8_gemm_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN
29 {
30   assert(mr != 0);
31   assert(mr <= 1);
32   assert(nc != 0);
33   assert(kc != 0);
34   assert(kc % sizeof(int8_t) == 0);
35   assert(a != NULL);
36   assert(w != NULL);
37   assert(c != NULL);
38 
39   kc = round_up_po2(kc, 8);
40   const int8_t* a0 = a;
41   int8_t* c0 = c;
42 
43   do {
44     __m128i vacc0x0 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[0]);
45     __m128i vacc0x1 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[1]);
46     __m128i vacc0x2 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[2]);
47     __m128i vacc0x3 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[3]);
48     w = (const void*) ((uintptr_t) w + 4 * sizeof(int32_t));
49 
50     size_t k = 0;
51     while (k < kc) {
52       const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
53       const __m128i vxa0 = _mm_unpacklo_epi8(va0, _mm_cmpgt_epi8(_mm_setzero_si128(), va0));
54       a0 += 8;
55 
56       const __m128i vb01 = _mm_load_si128((const __m128i*) w);
57       const __m128i vsb01 = _mm_cmpgt_epi8(_mm_setzero_si128(), vb01);
58       const __m128i vxb0 = _mm_unpacklo_epi8(vb01, vsb01);
59       const __m128i vxb1 = _mm_unpackhi_epi8(vb01, vsb01);
60 
61       vacc0x0 = _mm_add_epi32(vacc0x0, _mm_madd_epi16(vxa0, vxb0));
62       vacc0x1 = _mm_add_epi32(vacc0x1, _mm_madd_epi16(vxa0, vxb1));
63       const __m128i vb23 = _mm_load_si128((const __m128i*) ((uintptr_t) w + 16 * sizeof(int8_t)));
64       const __m128i vsb23 = _mm_cmpgt_epi8(_mm_setzero_si128(), vb23);
65       const __m128i vxb2 = _mm_unpacklo_epi8(vb23, vsb23);
66       const __m128i vxb3 = _mm_unpackhi_epi8(vb23, vsb23);
67 
68       vacc0x2 = _mm_add_epi32(vacc0x2, _mm_madd_epi16(vxa0, vxb2));
69       vacc0x3 = _mm_add_epi32(vacc0x3, _mm_madd_epi16(vxa0, vxb3));
70 
71       w = (const void*) ((uintptr_t) w + 32 * sizeof(int8_t));
72       k += 8 * sizeof(int8_t);
73     }
74 
75     const __m128i vacc0x01 = _mm_hadd_epi32(vacc0x0, vacc0x1);
76     const __m128i vacc0x23 = _mm_hadd_epi32(vacc0x2, vacc0x3);
77 
78     __m128i vacc0x0123 = _mm_hadd_epi32(vacc0x01, vacc0x23);
79 
80     const __m128i vmultiplier = _mm_load_si128((const __m128i*) params->sse2.multiplier);
81     const __m128i vrounding = _mm_load_si128((const __m128i*) params->sse2.rounding);
82 
83     const __m128i vnmask0x0123 = _mm_cmpgt_epi32(_mm_setzero_si128(), vacc0x0123);
84 
85     const __m128i vabsacc0x0123 = _mm_abs_epi32(vacc0x0123);
86 
87     const __m128i vabsacc0x1133 = _mm_shuffle_epi32(vabsacc0x0123, _MM_SHUFFLE(3, 3, 1, 1));
88 
89     const __m128i vabsprod0x02 = _mm_mul_epu32(vabsacc0x0123, vmultiplier);
90 
91     const __m128i vnmask0x02 = _mm_shuffle_epi32(vnmask0x0123, _MM_SHUFFLE(2, 2, 0, 0));
92 
93     const __m128i vprod0x02 = _mm_sub_epi64(_mm_xor_si128(vabsprod0x02, vnmask0x02), vnmask0x02);
94 
95     const __m128i vq31prod0x02 = _mm_srli_epi64(_mm_add_epi64(vprod0x02, vrounding), 31);
96 
97     const __m128i vabsprod0x13 = _mm_mul_epu32(vabsacc0x1133, vmultiplier);
98 
99     const __m128i vnmask0x13 = _mm_shuffle_epi32(vnmask0x0123, _MM_SHUFFLE(3, 3, 1, 1));
100 
101     const __m128i vprod0x13 = _mm_sub_epi64(_mm_xor_si128(vabsprod0x13, vnmask0x13), vnmask0x13);
102 
103     const __m128i vq31prod0x13 = _mm_srli_epi64(_mm_add_epi64(vprod0x13, vrounding), 31);
104 
105     const __m128i vq31prod0x0213 = _mm_castps_si128(_mm_shuffle_ps(
106         _mm_castsi128_ps(vq31prod0x02), _mm_castsi128_ps(vq31prod0x13), _MM_SHUFFLE(2, 0, 2, 0)));
107 
108     const __m128i vq31prod0x0123 = _mm_shuffle_epi32(vq31prod0x0213, _MM_SHUFFLE(3, 1, 2, 0));
109 
110     const __m128i vremainder_mask = _mm_load_si128((const __m128i*) params->sse2.remainder_mask);
111     const __m128i vrem0x0123 =
112       _mm_add_epi32(_mm_and_si128(vq31prod0x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod0x0123));
113 
114     const __m128i vremainder_threshold = _mm_load_si128((const __m128i*) params->sse2.remainder_threshold);
115     const __m128i vshift = _mm_load_si128((const __m128i*) params->sse2.shift);
116     vacc0x0123 =
117       _mm_sub_epi32(_mm_sra_epi32(vq31prod0x0123, vshift), _mm_cmpgt_epi32(vrem0x0123, vremainder_threshold));
118 
119     const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse2.output_zero_point);
120     __m128i vacc00x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc0x0123), voutput_zero_point);
121 
122     const __m128i voutput_min = _mm_load_si128((const __m128i*) params->sse2.output_min);
123     const __m128i voutput_max = _mm_load_si128((const __m128i*) params->sse2.output_max);
124     vacc00x0123 = _mm_min_epi16(_mm_max_epi16(vacc00x0123, voutput_min), voutput_max);
125 
126     __m128i vout = _mm_packs_epi16(vacc00x0123, vacc00x0123);
127 
128     if (nc >= 4) {
129       *((uint32_t*) c0) = (uint32_t) _mm_cvtsi128_si32(vout);
130 
131       c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
132 
133       a0 = (const int8_t*) ((uintptr_t) a0 - kc);
134 
135       nc -= 4;
136     } else {
137       if (nc & 2) {
138         *((uint16_t*) c0) = (uint16_t) _mm_extract_epi16(vout, 0);
139         c0 += 2;
140         vout = _mm_srli_epi32(vout, 16);
141       }
142       if (nc & 1) {
143         *((int8_t*) c0) = (int8_t) _mm_cvtsi128_si32(vout);
144       }
145 
146       nc = 0;
147     }
148   } while (nc != 0);
149 }
150