1 // Auto-generated file. Do not edit!
2 // Template: src/qs8-gemm/scalar.c.in
3 // Generator: tools/xngen
4 //
5 // Copyright 2021 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 #include <math.h>
12
13 #include <xnnpack/math.h>
14 #include <xnnpack/gemm.h>
15 #include <xnnpack/unaligned.h>
16
17
xnn_qc8_gemm_minmax_fp32_ukernel_2x2__scalar_lrintf(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_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18 void xnn_qc8_gemm_minmax_fp32_ukernel_2x2__scalar_lrintf(
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_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
29 {
30 assert(mr != 0);
31 assert(mr <= 2);
32 assert(nc != 0);
33 assert(kc != 0);
34
35 const int8_t* a0 = a;
36 int8_t* c0 = c;
37 const int8_t* a1 = (const int8_t*) ((uintptr_t) a0 + a_stride);
38 int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
39 if XNN_UNPREDICTABLE(mr != 2) {
40 a1 = a0;
41 c1 = c0;
42 }
43
44 do {
45 int32_t vacc0x0 = unaligned_indexed_load_s32(w, 0);
46 int32_t vacc0x1 = unaligned_indexed_load_s32(w, 1);
47 int32_t vacc1x0 = vacc0x0;
48 int32_t vacc1x1 = vacc0x1;
49 w = (const void*) ((const int32_t*) w + 2);
50
51 size_t k = kc;
52 do {
53 const int32_t va0 = (int32_t) *a0++;
54 const int32_t va1 = (int32_t) *a1++;
55
56 const int32_t vb0 = (int32_t) ((const int8_t*) w)[0];
57 const int32_t vb1 = (int32_t) ((const int8_t*) w)[1];
58 w = (const void*) ((const int8_t*) w + 2);
59
60 vacc0x0 += va0 * vb0;
61 vacc0x1 += va0 * vb1;
62 vacc1x0 += va1 * vb0;
63 vacc1x1 += va1 * vb1;
64
65 k -= sizeof(int8_t);
66 } while (k != 0);
67
68 float vfpacc0x0 = (float) vacc0x0;
69 float vfpacc0x1 = (float) vacc0x1;
70 float vfpacc1x0 = (float) vacc1x0;
71 float vfpacc1x1 = (float) vacc1x1;
72
73 const float vscale0 = unaligned_indexed_load_f32(w, 0);
74 vfpacc0x0 *= vscale0;
75 vfpacc1x0 *= vscale0;
76 const float vscale1 = unaligned_indexed_load_f32(w, 1);
77 vfpacc0x1 *= vscale1;
78 vfpacc1x1 *= vscale1;
79 w = (const void*) ((const float*) w + 2);
80
81 const float voutput_min_less_zero_point = params->fp32_scalar_lrintf.output_min_less_zero_point;
82 vfpacc0x0 = math_max_f32(vfpacc0x0, voutput_min_less_zero_point);
83 vfpacc0x1 = math_max_f32(vfpacc0x1, voutput_min_less_zero_point);
84 vfpacc1x0 = math_max_f32(vfpacc1x0, voutput_min_less_zero_point);
85 vfpacc1x1 = math_max_f32(vfpacc1x1, voutput_min_less_zero_point);
86
87 const float voutput_max_less_zero_point = params->fp32_scalar_lrintf.output_max_less_zero_point;
88 vfpacc0x0 = math_min_f32(vfpacc0x0, voutput_max_less_zero_point);
89 vfpacc0x1 = math_min_f32(vfpacc0x1, voutput_max_less_zero_point);
90 vfpacc1x0 = math_min_f32(vfpacc1x0, voutput_max_less_zero_point);
91 vfpacc1x1 = math_min_f32(vfpacc1x1, voutput_max_less_zero_point);
92
93 const int32_t vrndacc0x0 = (int32_t) lrintf(vfpacc0x0);
94 const int32_t vrndacc0x1 = (int32_t) lrintf(vfpacc0x1);
95 const int32_t vrndacc1x0 = (int32_t) lrintf(vfpacc1x0);
96 const int32_t vrndacc1x1 = (int32_t) lrintf(vfpacc1x1);
97
98 const int32_t voutput_zero_point = params->fp32_scalar_lrintf.output_zero_point;
99 int32_t vout0x0 = vrndacc0x0 + voutput_zero_point;
100 int32_t vout0x1 = vrndacc0x1 + voutput_zero_point;
101 int32_t vout1x0 = vrndacc1x0 + voutput_zero_point;
102 int32_t vout1x1 = vrndacc1x1 + voutput_zero_point;
103
104 if XNN_LIKELY(nc >= 2) {
105 c0[0] = (int8_t) vout0x0;
106 c0[1] = (int8_t) vout0x1;
107 c1[0] = (int8_t) vout1x0;
108 c1[1] = (int8_t) vout1x1;
109
110 a0 = (const int8_t*) ((uintptr_t) a0 - kc);
111 a1 = (const int8_t*) ((uintptr_t) a1 - kc);
112
113 c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
114 c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
115
116 nc -= 2;
117 } else {
118 if (nc & 1) {
119 c0[0] = (int8_t) vout0x0;
120 c1[0] = (int8_t) vout1x0;
121 }
122
123 nc = 0;
124 }
125 } while (nc != 0);
126 }
127