1 // Auto-generated file. Do not edit!
2 // Template: src/qs8-igemm/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
12 #include <xnnpack/math.h>
13 #include <xnnpack/gemm.h>
14
15
xnn_qs8_igemm_minmax_fp32_ukernel_3x4__scalar_fmagic(size_t mr,size_t nc,size_t kc,size_t ks,const int8_t ** restrict a,const void * restrict w,int8_t * restrict c,size_t cm_stride,size_t cn_stride,size_t a_offset,const int8_t * zero,const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])16 void xnn_qs8_igemm_minmax_fp32_ukernel_3x4__scalar_fmagic(
17 size_t mr,
18 size_t nc,
19 size_t kc,
20 size_t ks,
21 const int8_t**restrict a,
22 const void*restrict w,
23 int8_t*restrict c,
24 size_t cm_stride,
25 size_t cn_stride,
26 size_t a_offset,
27 const int8_t* zero,
28 const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
29 {
30 assert(mr != 0);
31 assert(mr <= 3);
32 assert(nc != 0);
33 assert(kc != 0);
34 assert(ks != 0);
35 assert(ks % (3 * sizeof(void*)) == 0);
36 assert(a != NULL);
37 assert(w != NULL);
38 assert(c != NULL);
39
40 int8_t* c0 = c;
41 int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
42 if XNN_UNPREDICTABLE(mr < 2) {
43 c1 = c0;
44 }
45 int8_t* c2 = (int8_t*) ((uintptr_t) c1 + cm_stride);
46 if XNN_UNPREDICTABLE(mr <= 2) {
47 c2 = c1;
48 }
49
50 do {
51 int32_t vacc0x0 = ((const int32_t*) w)[0];
52 int32_t vacc0x1 = ((const int32_t*) w)[1];
53 int32_t vacc0x2 = ((const int32_t*) w)[2];
54 int32_t vacc0x3 = ((const int32_t*) w)[3];
55 int32_t vacc1x0 = vacc0x0;
56 int32_t vacc1x1 = vacc0x1;
57 int32_t vacc1x2 = vacc0x2;
58 int32_t vacc1x3 = vacc0x3;
59 int32_t vacc2x0 = vacc0x0;
60 int32_t vacc2x1 = vacc0x1;
61 int32_t vacc2x2 = vacc0x2;
62 int32_t vacc2x3 = vacc0x3;
63 w = (const void*) ((const int32_t*) w + 4);
64
65 size_t p = ks;
66 do {
67 const int8_t* restrict a0 = a[0];
68 assert(a0 != NULL);
69 if XNN_UNPREDICTABLE(a0 != zero) {
70 a0 = (const int8_t*) ((uintptr_t) a0 + a_offset);
71 }
72 const int8_t* restrict a1 = a[1];
73 assert(a1 != NULL);
74 if XNN_UNPREDICTABLE(a1 != zero) {
75 a1 = (const int8_t*) ((uintptr_t) a1 + a_offset);
76 }
77 const int8_t* restrict a2 = a[2];
78 assert(a2 != NULL);
79 if XNN_UNPREDICTABLE(a2 != zero) {
80 a2 = (const int8_t*) ((uintptr_t) a2 + a_offset);
81 }
82 a += 3;
83
84 size_t k = kc;
85 do {
86 const int32_t va0 = (int32_t) *a0++;
87 const int32_t va1 = (int32_t) *a1++;
88 const int32_t va2 = (int32_t) *a2++;
89
90 const int32_t vb0 = (int32_t) ((const int8_t*) w)[0];
91 const int32_t vb1 = (int32_t) ((const int8_t*) w)[1];
92 const int32_t vb2 = (int32_t) ((const int8_t*) w)[2];
93 const int32_t vb3 = (int32_t) ((const int8_t*) w)[3];
94 w = (const void*) ((const int8_t*) w + 4);
95
96 vacc0x0 += va0 * vb0;
97 vacc0x1 += va0 * vb1;
98 vacc0x2 += va0 * vb2;
99 vacc0x3 += va0 * vb3;
100 vacc1x0 += va1 * vb0;
101 vacc1x1 += va1 * vb1;
102 vacc1x2 += va1 * vb2;
103 vacc1x3 += va1 * vb3;
104 vacc2x0 += va2 * vb0;
105 vacc2x1 += va2 * vb1;
106 vacc2x2 += va2 * vb2;
107 vacc2x3 += va2 * vb3;
108
109 k -= sizeof(int8_t);
110 } while (k != 0);
111 p -= 3 * sizeof(void*);
112 } while (p != 0);
113
114 float vfpacc0x0 = (float) vacc0x0;
115 float vfpacc0x1 = (float) vacc0x1;
116 float vfpacc0x2 = (float) vacc0x2;
117 float vfpacc0x3 = (float) vacc0x3;
118 float vfpacc1x0 = (float) vacc1x0;
119 float vfpacc1x1 = (float) vacc1x1;
120 float vfpacc1x2 = (float) vacc1x2;
121 float vfpacc1x3 = (float) vacc1x3;
122 float vfpacc2x0 = (float) vacc2x0;
123 float vfpacc2x1 = (float) vacc2x1;
124 float vfpacc2x2 = (float) vacc2x2;
125 float vfpacc2x3 = (float) vacc2x3;
126
127 const float vscale = params->fp32_scalar_fmagic.scale;
128 vfpacc0x0 *= vscale;
129 vfpacc0x1 *= vscale;
130 vfpacc0x2 *= vscale;
131 vfpacc0x3 *= vscale;
132 vfpacc1x0 *= vscale;
133 vfpacc1x1 *= vscale;
134 vfpacc1x2 *= vscale;
135 vfpacc1x3 *= vscale;
136 vfpacc2x0 *= vscale;
137 vfpacc2x1 *= vscale;
138 vfpacc2x2 *= vscale;
139 vfpacc2x3 *= vscale;
140
141 const float voutput_min_less_zero_point = params->fp32_scalar_fmagic.output_min_less_zero_point;
142 vfpacc0x0 = math_max_f32(vfpacc0x0, voutput_min_less_zero_point);
143 vfpacc0x1 = math_max_f32(vfpacc0x1, voutput_min_less_zero_point);
144 vfpacc0x2 = math_max_f32(vfpacc0x2, voutput_min_less_zero_point);
145 vfpacc0x3 = math_max_f32(vfpacc0x3, voutput_min_less_zero_point);
146 vfpacc1x0 = math_max_f32(vfpacc1x0, voutput_min_less_zero_point);
147 vfpacc1x1 = math_max_f32(vfpacc1x1, voutput_min_less_zero_point);
148 vfpacc1x2 = math_max_f32(vfpacc1x2, voutput_min_less_zero_point);
149 vfpacc1x3 = math_max_f32(vfpacc1x3, voutput_min_less_zero_point);
150 vfpacc2x0 = math_max_f32(vfpacc2x0, voutput_min_less_zero_point);
151 vfpacc2x1 = math_max_f32(vfpacc2x1, voutput_min_less_zero_point);
152 vfpacc2x2 = math_max_f32(vfpacc2x2, voutput_min_less_zero_point);
153 vfpacc2x3 = math_max_f32(vfpacc2x3, voutput_min_less_zero_point);
154
155 const float voutput_max_less_zero_point = params->fp32_scalar_fmagic.output_max_less_zero_point;
156 vfpacc0x0 = math_min_f32(vfpacc0x0, voutput_max_less_zero_point);
157 vfpacc0x1 = math_min_f32(vfpacc0x1, voutput_max_less_zero_point);
158 vfpacc0x2 = math_min_f32(vfpacc0x2, voutput_max_less_zero_point);
159 vfpacc0x3 = math_min_f32(vfpacc0x3, voutput_max_less_zero_point);
160 vfpacc1x0 = math_min_f32(vfpacc1x0, voutput_max_less_zero_point);
161 vfpacc1x1 = math_min_f32(vfpacc1x1, voutput_max_less_zero_point);
162 vfpacc1x2 = math_min_f32(vfpacc1x2, voutput_max_less_zero_point);
163 vfpacc1x3 = math_min_f32(vfpacc1x3, voutput_max_less_zero_point);
164 vfpacc2x0 = math_min_f32(vfpacc2x0, voutput_max_less_zero_point);
165 vfpacc2x1 = math_min_f32(vfpacc2x1, voutput_max_less_zero_point);
166 vfpacc2x2 = math_min_f32(vfpacc2x2, voutput_max_less_zero_point);
167 vfpacc2x3 = math_min_f32(vfpacc2x3, voutput_max_less_zero_point);
168
169 const float vmagic_bias = params->fp32_scalar_fmagic.magic_bias;
170 vfpacc0x0 += vmagic_bias;
171 vfpacc0x1 += vmagic_bias;
172 vfpacc0x2 += vmagic_bias;
173 vfpacc0x3 += vmagic_bias;
174 vfpacc1x0 += vmagic_bias;
175 vfpacc1x1 += vmagic_bias;
176 vfpacc1x2 += vmagic_bias;
177 vfpacc1x3 += vmagic_bias;
178 vfpacc2x0 += vmagic_bias;
179 vfpacc2x1 += vmagic_bias;
180 vfpacc2x2 += vmagic_bias;
181 vfpacc2x3 += vmagic_bias;
182
183 const int32_t vmagic_bias_less_output_zero_point = params->fp32_scalar_fmagic.magic_bias_less_output_zero_point;
184 int32_t vout0x0 = (int32_t) float_as_uint32(vfpacc0x0) - vmagic_bias_less_output_zero_point;
185 int32_t vout0x1 = (int32_t) float_as_uint32(vfpacc0x1) - vmagic_bias_less_output_zero_point;
186 int32_t vout0x2 = (int32_t) float_as_uint32(vfpacc0x2) - vmagic_bias_less_output_zero_point;
187 int32_t vout0x3 = (int32_t) float_as_uint32(vfpacc0x3) - vmagic_bias_less_output_zero_point;
188 int32_t vout1x0 = (int32_t) float_as_uint32(vfpacc1x0) - vmagic_bias_less_output_zero_point;
189 int32_t vout1x1 = (int32_t) float_as_uint32(vfpacc1x1) - vmagic_bias_less_output_zero_point;
190 int32_t vout1x2 = (int32_t) float_as_uint32(vfpacc1x2) - vmagic_bias_less_output_zero_point;
191 int32_t vout1x3 = (int32_t) float_as_uint32(vfpacc1x3) - vmagic_bias_less_output_zero_point;
192 int32_t vout2x0 = (int32_t) float_as_uint32(vfpacc2x0) - vmagic_bias_less_output_zero_point;
193 int32_t vout2x1 = (int32_t) float_as_uint32(vfpacc2x1) - vmagic_bias_less_output_zero_point;
194 int32_t vout2x2 = (int32_t) float_as_uint32(vfpacc2x2) - vmagic_bias_less_output_zero_point;
195 int32_t vout2x3 = (int32_t) float_as_uint32(vfpacc2x3) - vmagic_bias_less_output_zero_point;
196
197 if XNN_LIKELY(nc >= 4) {
198 c2[0] = (int8_t) vout2x0;
199 c2[1] = (int8_t) vout2x1;
200 c2[2] = (int8_t) vout2x2;
201 c2[3] = (int8_t) vout2x3;
202 c1[0] = (int8_t) vout1x0;
203 c1[1] = (int8_t) vout1x1;
204 c1[2] = (int8_t) vout1x2;
205 c1[3] = (int8_t) vout1x3;
206 c0[0] = (int8_t) vout0x0;
207 c0[1] = (int8_t) vout0x1;
208 c0[2] = (int8_t) vout0x2;
209 c0[3] = (int8_t) vout0x3;
210
211 c2 = (int8_t*) ((uintptr_t) c2 + cn_stride);
212 c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
213 c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
214
215 a = (const int8_t**restrict) ((uintptr_t) a - ks);
216 nc -= 4;
217 } else {
218 if (nc & 2) {
219 c2[0] = (int8_t) vout2x0;
220 c2[1] = (int8_t) vout2x1;
221 vout2x0 = vout2x2;
222 c2 += 2;
223 c1[0] = (int8_t) vout1x0;
224 c1[1] = (int8_t) vout1x1;
225 vout1x0 = vout1x2;
226 c1 += 2;
227 c0[0] = (int8_t) vout0x0;
228 c0[1] = (int8_t) vout0x1;
229 vout0x0 = vout0x2;
230 c0 += 2;
231 }
232 if (nc & 1) {
233 c2[0] = (int8_t) vout2x0;
234 c1[0] = (int8_t) vout1x0;
235 c0[0] = (int8_t) vout0x0;
236 }
237
238 nc = 0;
239 }
240 } while (nc != 0);
241 }
242