1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/qs8-gemm/scalar.c.in
3*4bdc9457SAndroid Build Coastguard Worker // Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2021 Google LLC
6*4bdc9457SAndroid Build Coastguard Worker //
7*4bdc9457SAndroid Build Coastguard Worker // This source code is licensed under the BSD-style license found in the
8*4bdc9457SAndroid Build Coastguard Worker // LICENSE file in the root directory of this source tree.
9*4bdc9457SAndroid Build Coastguard Worker
10*4bdc9457SAndroid Build Coastguard Worker #include <assert.h>
11*4bdc9457SAndroid Build Coastguard Worker #include <math.h>
12*4bdc9457SAndroid Build Coastguard Worker
13*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
14*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/gemm.h>
15*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/unaligned.h>
16*4bdc9457SAndroid Build Coastguard Worker
17*4bdc9457SAndroid Build Coastguard Worker
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*4bdc9457SAndroid Build Coastguard Worker void xnn_qc8_gemm_minmax_fp32_ukernel_2x2__scalar_lrintf(
19*4bdc9457SAndroid Build Coastguard Worker size_t mr,
20*4bdc9457SAndroid Build Coastguard Worker size_t nc,
21*4bdc9457SAndroid Build Coastguard Worker size_t kc,
22*4bdc9457SAndroid Build Coastguard Worker const int8_t* restrict a,
23*4bdc9457SAndroid Build Coastguard Worker size_t a_stride,
24*4bdc9457SAndroid Build Coastguard Worker const void* restrict w,
25*4bdc9457SAndroid Build Coastguard Worker int8_t* restrict c,
26*4bdc9457SAndroid Build Coastguard Worker size_t cm_stride,
27*4bdc9457SAndroid Build Coastguard Worker size_t cn_stride,
28*4bdc9457SAndroid Build Coastguard Worker const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
29*4bdc9457SAndroid Build Coastguard Worker {
30*4bdc9457SAndroid Build Coastguard Worker assert(mr != 0);
31*4bdc9457SAndroid Build Coastguard Worker assert(mr <= 2);
32*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0);
33*4bdc9457SAndroid Build Coastguard Worker assert(kc != 0);
34*4bdc9457SAndroid Build Coastguard Worker
35*4bdc9457SAndroid Build Coastguard Worker const int8_t* a0 = a;
36*4bdc9457SAndroid Build Coastguard Worker int8_t* c0 = c;
37*4bdc9457SAndroid Build Coastguard Worker const int8_t* a1 = (const int8_t*) ((uintptr_t) a0 + a_stride);
38*4bdc9457SAndroid Build Coastguard Worker int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
39*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr != 2) {
40*4bdc9457SAndroid Build Coastguard Worker a1 = a0;
41*4bdc9457SAndroid Build Coastguard Worker c1 = c0;
42*4bdc9457SAndroid Build Coastguard Worker }
43*4bdc9457SAndroid Build Coastguard Worker
44*4bdc9457SAndroid Build Coastguard Worker do {
45*4bdc9457SAndroid Build Coastguard Worker int32_t vacc0x0 = unaligned_indexed_load_s32(w, 0);
46*4bdc9457SAndroid Build Coastguard Worker int32_t vacc0x1 = unaligned_indexed_load_s32(w, 1);
47*4bdc9457SAndroid Build Coastguard Worker int32_t vacc1x0 = vacc0x0;
48*4bdc9457SAndroid Build Coastguard Worker int32_t vacc1x1 = vacc0x1;
49*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const int32_t*) w + 2);
50*4bdc9457SAndroid Build Coastguard Worker
51*4bdc9457SAndroid Build Coastguard Worker size_t k = kc;
52*4bdc9457SAndroid Build Coastguard Worker do {
53*4bdc9457SAndroid Build Coastguard Worker const int32_t va0 = (int32_t) *a0++;
54*4bdc9457SAndroid Build Coastguard Worker const int32_t va1 = (int32_t) *a1++;
55*4bdc9457SAndroid Build Coastguard Worker
56*4bdc9457SAndroid Build Coastguard Worker const int32_t vb0 = (int32_t) ((const int8_t*) w)[0];
57*4bdc9457SAndroid Build Coastguard Worker const int32_t vb1 = (int32_t) ((const int8_t*) w)[1];
58*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const int8_t*) w + 2);
59*4bdc9457SAndroid Build Coastguard Worker
60*4bdc9457SAndroid Build Coastguard Worker vacc0x0 += va0 * vb0;
61*4bdc9457SAndroid Build Coastguard Worker vacc0x1 += va0 * vb1;
62*4bdc9457SAndroid Build Coastguard Worker vacc1x0 += va1 * vb0;
63*4bdc9457SAndroid Build Coastguard Worker vacc1x1 += va1 * vb1;
64*4bdc9457SAndroid Build Coastguard Worker
65*4bdc9457SAndroid Build Coastguard Worker k -= sizeof(int8_t);
66*4bdc9457SAndroid Build Coastguard Worker } while (k != 0);
67*4bdc9457SAndroid Build Coastguard Worker
68*4bdc9457SAndroid Build Coastguard Worker float vfpacc0x0 = (float) vacc0x0;
69*4bdc9457SAndroid Build Coastguard Worker float vfpacc0x1 = (float) vacc0x1;
70*4bdc9457SAndroid Build Coastguard Worker float vfpacc1x0 = (float) vacc1x0;
71*4bdc9457SAndroid Build Coastguard Worker float vfpacc1x1 = (float) vacc1x1;
72*4bdc9457SAndroid Build Coastguard Worker
73*4bdc9457SAndroid Build Coastguard Worker const float vscale0 = unaligned_indexed_load_f32(w, 0);
74*4bdc9457SAndroid Build Coastguard Worker vfpacc0x0 *= vscale0;
75*4bdc9457SAndroid Build Coastguard Worker vfpacc1x0 *= vscale0;
76*4bdc9457SAndroid Build Coastguard Worker const float vscale1 = unaligned_indexed_load_f32(w, 1);
77*4bdc9457SAndroid Build Coastguard Worker vfpacc0x1 *= vscale1;
78*4bdc9457SAndroid Build Coastguard Worker vfpacc1x1 *= vscale1;
79*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const float*) w + 2);
80*4bdc9457SAndroid Build Coastguard Worker
81*4bdc9457SAndroid Build Coastguard Worker const float voutput_min_less_zero_point = params->fp32_scalar_lrintf.output_min_less_zero_point;
82*4bdc9457SAndroid Build Coastguard Worker vfpacc0x0 = math_max_f32(vfpacc0x0, voutput_min_less_zero_point);
83*4bdc9457SAndroid Build Coastguard Worker vfpacc0x1 = math_max_f32(vfpacc0x1, voutput_min_less_zero_point);
84*4bdc9457SAndroid Build Coastguard Worker vfpacc1x0 = math_max_f32(vfpacc1x0, voutput_min_less_zero_point);
85*4bdc9457SAndroid Build Coastguard Worker vfpacc1x1 = math_max_f32(vfpacc1x1, voutput_min_less_zero_point);
86*4bdc9457SAndroid Build Coastguard Worker
87*4bdc9457SAndroid Build Coastguard Worker const float voutput_max_less_zero_point = params->fp32_scalar_lrintf.output_max_less_zero_point;
88*4bdc9457SAndroid Build Coastguard Worker vfpacc0x0 = math_min_f32(vfpacc0x0, voutput_max_less_zero_point);
89*4bdc9457SAndroid Build Coastguard Worker vfpacc0x1 = math_min_f32(vfpacc0x1, voutput_max_less_zero_point);
90*4bdc9457SAndroid Build Coastguard Worker vfpacc1x0 = math_min_f32(vfpacc1x0, voutput_max_less_zero_point);
91*4bdc9457SAndroid Build Coastguard Worker vfpacc1x1 = math_min_f32(vfpacc1x1, voutput_max_less_zero_point);
92*4bdc9457SAndroid Build Coastguard Worker
93*4bdc9457SAndroid Build Coastguard Worker const int32_t vrndacc0x0 = (int32_t) lrintf(vfpacc0x0);
94*4bdc9457SAndroid Build Coastguard Worker const int32_t vrndacc0x1 = (int32_t) lrintf(vfpacc0x1);
95*4bdc9457SAndroid Build Coastguard Worker const int32_t vrndacc1x0 = (int32_t) lrintf(vfpacc1x0);
96*4bdc9457SAndroid Build Coastguard Worker const int32_t vrndacc1x1 = (int32_t) lrintf(vfpacc1x1);
97*4bdc9457SAndroid Build Coastguard Worker
98*4bdc9457SAndroid Build Coastguard Worker const int32_t voutput_zero_point = params->fp32_scalar_lrintf.output_zero_point;
99*4bdc9457SAndroid Build Coastguard Worker int32_t vout0x0 = vrndacc0x0 + voutput_zero_point;
100*4bdc9457SAndroid Build Coastguard Worker int32_t vout0x1 = vrndacc0x1 + voutput_zero_point;
101*4bdc9457SAndroid Build Coastguard Worker int32_t vout1x0 = vrndacc1x0 + voutput_zero_point;
102*4bdc9457SAndroid Build Coastguard Worker int32_t vout1x1 = vrndacc1x1 + voutput_zero_point;
103*4bdc9457SAndroid Build Coastguard Worker
104*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nc >= 2) {
105*4bdc9457SAndroid Build Coastguard Worker c0[0] = (int8_t) vout0x0;
106*4bdc9457SAndroid Build Coastguard Worker c0[1] = (int8_t) vout0x1;
107*4bdc9457SAndroid Build Coastguard Worker c1[0] = (int8_t) vout1x0;
108*4bdc9457SAndroid Build Coastguard Worker c1[1] = (int8_t) vout1x1;
109*4bdc9457SAndroid Build Coastguard Worker
110*4bdc9457SAndroid Build Coastguard Worker a0 = (const int8_t*) ((uintptr_t) a0 - kc);
111*4bdc9457SAndroid Build Coastguard Worker a1 = (const int8_t*) ((uintptr_t) a1 - kc);
112*4bdc9457SAndroid Build Coastguard Worker
113*4bdc9457SAndroid Build Coastguard Worker c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
114*4bdc9457SAndroid Build Coastguard Worker c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
115*4bdc9457SAndroid Build Coastguard Worker
116*4bdc9457SAndroid Build Coastguard Worker nc -= 2;
117*4bdc9457SAndroid Build Coastguard Worker } else {
118*4bdc9457SAndroid Build Coastguard Worker if (nc & 1) {
119*4bdc9457SAndroid Build Coastguard Worker c0[0] = (int8_t) vout0x0;
120*4bdc9457SAndroid Build Coastguard Worker c1[0] = (int8_t) vout1x0;
121*4bdc9457SAndroid Build Coastguard Worker }
122*4bdc9457SAndroid Build Coastguard Worker
123*4bdc9457SAndroid Build Coastguard Worker nc = 0;
124*4bdc9457SAndroid Build Coastguard Worker }
125*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0);
126*4bdc9457SAndroid Build Coastguard Worker }
127