1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/qs8-igemm/MRx4c8-wasmsimd-dot16x2.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
12*4bdc9457SAndroid Build Coastguard Worker #include <wasm_simd128.h>
13*4bdc9457SAndroid Build Coastguard Worker
14*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/gemm.h>
15*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
16*4bdc9457SAndroid Build Coastguard Worker
17*4bdc9457SAndroid Build Coastguard Worker
xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld64(size_t mr,size_t nc,size_t kc,size_t ks,const uint8_t ** restrict a,const void * restrict w,uint8_t * restrict c,size_t cm_stride,size_t cn_stride,size_t a_offset,const uint8_t * zero,const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18*4bdc9457SAndroid Build Coastguard Worker void xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld64(
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 size_t ks,
23*4bdc9457SAndroid Build Coastguard Worker const uint8_t** restrict a,
24*4bdc9457SAndroid Build Coastguard Worker const void* restrict w,
25*4bdc9457SAndroid Build Coastguard Worker uint8_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 size_t a_offset,
29*4bdc9457SAndroid Build Coastguard Worker const uint8_t* zero,
30*4bdc9457SAndroid Build Coastguard Worker const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
31*4bdc9457SAndroid Build Coastguard Worker {
32*4bdc9457SAndroid Build Coastguard Worker assert(mr != 0);
33*4bdc9457SAndroid Build Coastguard Worker assert(mr <= 3);
34*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0);
35*4bdc9457SAndroid Build Coastguard Worker assert(kc != 0);
36*4bdc9457SAndroid Build Coastguard Worker assert(ks != 0);
37*4bdc9457SAndroid Build Coastguard Worker assert(ks % (3 * sizeof(void*)) == 0);
38*4bdc9457SAndroid Build Coastguard Worker assert(a_offset % sizeof(uint8_t) == 0);
39*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL);
40*4bdc9457SAndroid Build Coastguard Worker assert(w != NULL);
41*4bdc9457SAndroid Build Coastguard Worker assert(c != NULL);
42*4bdc9457SAndroid Build Coastguard Worker
43*4bdc9457SAndroid Build Coastguard Worker kc = round_up_po2(kc, 8);
44*4bdc9457SAndroid Build Coastguard Worker uint8_t* c0 = c;
45*4bdc9457SAndroid Build Coastguard Worker uint8_t* c1 = (uint8_t*) ((uintptr_t) c0 + cm_stride);
46*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr < 2) {
47*4bdc9457SAndroid Build Coastguard Worker c1 = c0;
48*4bdc9457SAndroid Build Coastguard Worker }
49*4bdc9457SAndroid Build Coastguard Worker uint8_t* c2 = (uint8_t*) ((uintptr_t) c1 + cm_stride);
50*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr <= 2) {
51*4bdc9457SAndroid Build Coastguard Worker c2 = c1;
52*4bdc9457SAndroid Build Coastguard Worker }
53*4bdc9457SAndroid Build Coastguard Worker
54*4bdc9457SAndroid Build Coastguard Worker const v128_t vb_zero_point = wasm_v128_load64_splat(params->fp32_wasmsimd.kernel_zero_point);
55*4bdc9457SAndroid Build Coastguard Worker do {
56*4bdc9457SAndroid Build Coastguard Worker v128_t vacc0x0 = wasm_v128_load32_zero(w);
57*4bdc9457SAndroid Build Coastguard Worker v128_t vacc0x1 = wasm_v128_load32_zero((const int32_t*) w + 1);
58*4bdc9457SAndroid Build Coastguard Worker v128_t vacc0x2 = wasm_v128_load32_zero((const int32_t*) w + 2);
59*4bdc9457SAndroid Build Coastguard Worker v128_t vacc0x3 = wasm_v128_load32_zero((const int32_t*) w + 3);
60*4bdc9457SAndroid Build Coastguard Worker v128_t vacc1x0 = vacc0x0;
61*4bdc9457SAndroid Build Coastguard Worker v128_t vacc1x1 = vacc0x1;
62*4bdc9457SAndroid Build Coastguard Worker v128_t vacc1x2 = vacc0x2;
63*4bdc9457SAndroid Build Coastguard Worker v128_t vacc1x3 = vacc0x3;
64*4bdc9457SAndroid Build Coastguard Worker v128_t vacc2x0 = vacc0x0;
65*4bdc9457SAndroid Build Coastguard Worker v128_t vacc2x1 = vacc0x1;
66*4bdc9457SAndroid Build Coastguard Worker v128_t vacc2x2 = vacc0x2;
67*4bdc9457SAndroid Build Coastguard Worker v128_t vacc2x3 = vacc0x3;
68*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const int32_t*) w + 4);
69*4bdc9457SAndroid Build Coastguard Worker
70*4bdc9457SAndroid Build Coastguard Worker size_t p = ks;
71*4bdc9457SAndroid Build Coastguard Worker do {
72*4bdc9457SAndroid Build Coastguard Worker const uint8_t* restrict a0 = a[0];
73*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(a0 != zero) {
74*4bdc9457SAndroid Build Coastguard Worker a0 = (const uint8_t*) ((uintptr_t) a0 + a_offset);
75*4bdc9457SAndroid Build Coastguard Worker }
76*4bdc9457SAndroid Build Coastguard Worker const uint8_t* restrict a1 = a[1];
77*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(a1 != zero) {
78*4bdc9457SAndroid Build Coastguard Worker a1 = (const uint8_t*) ((uintptr_t) a1 + a_offset);
79*4bdc9457SAndroid Build Coastguard Worker }
80*4bdc9457SAndroid Build Coastguard Worker const uint8_t* restrict a2 = a[2];
81*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(a2 != zero) {
82*4bdc9457SAndroid Build Coastguard Worker a2 = (const uint8_t*) ((uintptr_t) a2 + a_offset);
83*4bdc9457SAndroid Build Coastguard Worker }
84*4bdc9457SAndroid Build Coastguard Worker a += 3;
85*4bdc9457SAndroid Build Coastguard Worker
86*4bdc9457SAndroid Build Coastguard Worker size_t k = 0;
87*4bdc9457SAndroid Build Coastguard Worker while (k < kc) {
88*4bdc9457SAndroid Build Coastguard Worker const v128_t vxa0 = wasm_u16x8_load8x8(a0);
89*4bdc9457SAndroid Build Coastguard Worker a0 += 8;
90*4bdc9457SAndroid Build Coastguard Worker const v128_t vxa1 = wasm_u16x8_load8x8(a1);
91*4bdc9457SAndroid Build Coastguard Worker a1 += 8;
92*4bdc9457SAndroid Build Coastguard Worker const v128_t vxa2 = wasm_u16x8_load8x8(a2);
93*4bdc9457SAndroid Build Coastguard Worker a2 += 8;
94*4bdc9457SAndroid Build Coastguard Worker
95*4bdc9457SAndroid Build Coastguard Worker const v128_t vxb0 = wasm_i16x8_sub(wasm_u16x8_load8x8(w), vb_zero_point);
96*4bdc9457SAndroid Build Coastguard Worker
97*4bdc9457SAndroid Build Coastguard Worker vacc0x0 = wasm_i32x4_add(vacc0x0, wasm_i32x4_dot_i16x8(vxa0, vxb0));
98*4bdc9457SAndroid Build Coastguard Worker vacc1x0 = wasm_i32x4_add(vacc1x0, wasm_i32x4_dot_i16x8(vxa1, vxb0));
99*4bdc9457SAndroid Build Coastguard Worker vacc2x0 = wasm_i32x4_add(vacc2x0, wasm_i32x4_dot_i16x8(vxa2, vxb0));
100*4bdc9457SAndroid Build Coastguard Worker const v128_t vxb1 = wasm_i16x8_sub(wasm_u16x8_load8x8((const uint8_t*) w + 8), vb_zero_point);
101*4bdc9457SAndroid Build Coastguard Worker
102*4bdc9457SAndroid Build Coastguard Worker vacc0x1 = wasm_i32x4_add(vacc0x1, wasm_i32x4_dot_i16x8(vxa0, vxb1));
103*4bdc9457SAndroid Build Coastguard Worker vacc1x1 = wasm_i32x4_add(vacc1x1, wasm_i32x4_dot_i16x8(vxa1, vxb1));
104*4bdc9457SAndroid Build Coastguard Worker vacc2x1 = wasm_i32x4_add(vacc2x1, wasm_i32x4_dot_i16x8(vxa2, vxb1));
105*4bdc9457SAndroid Build Coastguard Worker const v128_t vxb2 = wasm_i16x8_sub(wasm_u16x8_load8x8((const uint8_t*) w + 16), vb_zero_point);
106*4bdc9457SAndroid Build Coastguard Worker
107*4bdc9457SAndroid Build Coastguard Worker vacc0x2 = wasm_i32x4_add(vacc0x2, wasm_i32x4_dot_i16x8(vxa0, vxb2));
108*4bdc9457SAndroid Build Coastguard Worker vacc1x2 = wasm_i32x4_add(vacc1x2, wasm_i32x4_dot_i16x8(vxa1, vxb2));
109*4bdc9457SAndroid Build Coastguard Worker vacc2x2 = wasm_i32x4_add(vacc2x2, wasm_i32x4_dot_i16x8(vxa2, vxb2));
110*4bdc9457SAndroid Build Coastguard Worker const v128_t vxb3 = wasm_i16x8_sub(wasm_u16x8_load8x8((const uint8_t*) w + 24), vb_zero_point);
111*4bdc9457SAndroid Build Coastguard Worker
112*4bdc9457SAndroid Build Coastguard Worker vacc0x3 = wasm_i32x4_add(vacc0x3, wasm_i32x4_dot_i16x8(vxa0, vxb3));
113*4bdc9457SAndroid Build Coastguard Worker vacc1x3 = wasm_i32x4_add(vacc1x3, wasm_i32x4_dot_i16x8(vxa1, vxb3));
114*4bdc9457SAndroid Build Coastguard Worker vacc2x3 = wasm_i32x4_add(vacc2x3, wasm_i32x4_dot_i16x8(vxa2, vxb3));
115*4bdc9457SAndroid Build Coastguard Worker
116*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const uint8_t*) w + 32);
117*4bdc9457SAndroid Build Coastguard Worker k += 8 * sizeof(uint8_t);
118*4bdc9457SAndroid Build Coastguard Worker }
119*4bdc9457SAndroid Build Coastguard Worker p -= 3 * sizeof(void*);
120*4bdc9457SAndroid Build Coastguard Worker } while (p != 0);
121*4bdc9457SAndroid Build Coastguard Worker
122*4bdc9457SAndroid Build Coastguard Worker const v128_t vacc0x02 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc0x0, vacc0x2, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc0x0, vacc0x2, 2, 6, 3, 7));
123*4bdc9457SAndroid Build Coastguard Worker const v128_t vacc0x13 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc0x1, vacc0x3, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc0x1, vacc0x3, 2, 6, 3, 7));
124*4bdc9457SAndroid Build Coastguard Worker const v128_t vacc1x02 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc1x0, vacc1x2, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc1x0, vacc1x2, 2, 6, 3, 7));
125*4bdc9457SAndroid Build Coastguard Worker const v128_t vacc1x13 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc1x1, vacc1x3, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc1x1, vacc1x3, 2, 6, 3, 7));
126*4bdc9457SAndroid Build Coastguard Worker const v128_t vacc2x02 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc2x0, vacc2x2, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc2x0, vacc2x2, 2, 6, 3, 7));
127*4bdc9457SAndroid Build Coastguard Worker const v128_t vacc2x13 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc2x1, vacc2x3, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc2x1, vacc2x3, 2, 6, 3, 7));
128*4bdc9457SAndroid Build Coastguard Worker
129*4bdc9457SAndroid Build Coastguard Worker v128_t vacc0x0123 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc0x02, vacc0x13, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc0x02, vacc0x13, 2, 6, 3, 7));
130*4bdc9457SAndroid Build Coastguard Worker v128_t vacc1x0123 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc1x02, vacc1x13, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc1x02, vacc1x13, 2, 6, 3, 7));
131*4bdc9457SAndroid Build Coastguard Worker v128_t vacc2x0123 = wasm_i32x4_add(wasm_v32x4_shuffle(vacc2x02, vacc2x13, 0, 4, 1, 5), wasm_v32x4_shuffle(vacc2x02, vacc2x13, 2, 6, 3, 7));
132*4bdc9457SAndroid Build Coastguard Worker
133*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_f32x4_convert_i32x4(vacc0x0123);
134*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = wasm_f32x4_convert_i32x4(vacc1x0123);
135*4bdc9457SAndroid Build Coastguard Worker vacc2x0123 = wasm_f32x4_convert_i32x4(vacc2x0123);
136*4bdc9457SAndroid Build Coastguard Worker
137*4bdc9457SAndroid Build Coastguard Worker const v128_t vscale = wasm_v128_load64_splat(params->fp32_wasmsimd.scale);
138*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_f32x4_mul(vacc0x0123, vscale);
139*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = wasm_f32x4_mul(vacc1x0123, vscale);
140*4bdc9457SAndroid Build Coastguard Worker vacc2x0123 = wasm_f32x4_mul(vacc2x0123, vscale);
141*4bdc9457SAndroid Build Coastguard Worker
142*4bdc9457SAndroid Build Coastguard Worker const v128_t vmagic_bias = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias);
143*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_f32x4_add(vacc0x0123, vmagic_bias);
144*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = wasm_f32x4_add(vacc1x0123, vmagic_bias);
145*4bdc9457SAndroid Build Coastguard Worker vacc2x0123 = wasm_f32x4_add(vacc2x0123, vmagic_bias);
146*4bdc9457SAndroid Build Coastguard Worker
147*4bdc9457SAndroid Build Coastguard Worker const v128_t vmagic_min = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_min);
148*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_i32x4_max(vacc0x0123, vmagic_min);
149*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = wasm_i32x4_max(vacc1x0123, vmagic_min);
150*4bdc9457SAndroid Build Coastguard Worker vacc2x0123 = wasm_i32x4_max(vacc2x0123, vmagic_min);
151*4bdc9457SAndroid Build Coastguard Worker
152*4bdc9457SAndroid Build Coastguard Worker const v128_t vmagic_bias_less_output_zero_point = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias_less_output_zero_point);
153*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_i32x4_sub(vacc0x0123, vmagic_bias_less_output_zero_point);
154*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = wasm_i32x4_sub(vacc1x0123, vmagic_bias_less_output_zero_point);
155*4bdc9457SAndroid Build Coastguard Worker vacc2x0123 = wasm_i32x4_sub(vacc2x0123, vmagic_bias_less_output_zero_point);
156*4bdc9457SAndroid Build Coastguard Worker
157*4bdc9457SAndroid Build Coastguard Worker v128_t vacc01x0123 = wasm_i16x8_narrow_i32x4(vacc0x0123, vacc1x0123);
158*4bdc9457SAndroid Build Coastguard Worker v128_t vacc22x0123 = wasm_i16x8_narrow_i32x4(vacc2x0123, vacc2x0123);
159*4bdc9457SAndroid Build Coastguard Worker
160*4bdc9457SAndroid Build Coastguard Worker v128_t vout = wasm_u8x16_narrow_i16x8(vacc01x0123, vacc22x0123);
161*4bdc9457SAndroid Build Coastguard Worker
162*4bdc9457SAndroid Build Coastguard Worker const v128_t voutput_max = wasm_v128_load64_splat(params->fp32_wasmsimd.output_max);
163*4bdc9457SAndroid Build Coastguard Worker vout = wasm_u8x16_min(vout, voutput_max);
164*4bdc9457SAndroid Build Coastguard Worker
165*4bdc9457SAndroid Build Coastguard Worker if (nc >= 4) {
166*4bdc9457SAndroid Build Coastguard Worker *((float*) c2) = (float) wasm_f32x4_extract_lane(vout, 2);
167*4bdc9457SAndroid Build Coastguard Worker *((float*) c1) = (float) wasm_f32x4_extract_lane(vout, 1);
168*4bdc9457SAndroid Build Coastguard Worker *((float*) c0) = (float) wasm_f32x4_extract_lane(vout, 0);
169*4bdc9457SAndroid Build Coastguard Worker
170*4bdc9457SAndroid Build Coastguard Worker c2 = (uint8_t*) ((uintptr_t) c2 + cn_stride);
171*4bdc9457SAndroid Build Coastguard Worker c1 = (uint8_t*) ((uintptr_t) c1 + cn_stride);
172*4bdc9457SAndroid Build Coastguard Worker c0 = (uint8_t*) ((uintptr_t) c0 + cn_stride);
173*4bdc9457SAndroid Build Coastguard Worker
174*4bdc9457SAndroid Build Coastguard Worker a = (const uint8_t**restrict) ((uintptr_t) a - ks);
175*4bdc9457SAndroid Build Coastguard Worker
176*4bdc9457SAndroid Build Coastguard Worker nc -= 4;
177*4bdc9457SAndroid Build Coastguard Worker } else {
178*4bdc9457SAndroid Build Coastguard Worker uint32_t vout2 = wasm_i32x4_extract_lane(vout, 2);
179*4bdc9457SAndroid Build Coastguard Worker uint32_t vout1 = wasm_i32x4_extract_lane(vout, 1);
180*4bdc9457SAndroid Build Coastguard Worker uint32_t vout0 = wasm_i32x4_extract_lane(vout, 0);
181*4bdc9457SAndroid Build Coastguard Worker if (nc & 2) {
182*4bdc9457SAndroid Build Coastguard Worker *((uint16_t*) c2) = (uint16_t) vout2;
183*4bdc9457SAndroid Build Coastguard Worker vout2 >>= 16;
184*4bdc9457SAndroid Build Coastguard Worker c2 += 2;
185*4bdc9457SAndroid Build Coastguard Worker *((uint16_t*) c1) = (uint16_t) vout1;
186*4bdc9457SAndroid Build Coastguard Worker vout1 >>= 16;
187*4bdc9457SAndroid Build Coastguard Worker c1 += 2;
188*4bdc9457SAndroid Build Coastguard Worker *((uint16_t*) c0) = (uint16_t) vout0;
189*4bdc9457SAndroid Build Coastguard Worker vout0 >>= 16;
190*4bdc9457SAndroid Build Coastguard Worker c0 += 2;
191*4bdc9457SAndroid Build Coastguard Worker }
192*4bdc9457SAndroid Build Coastguard Worker if (nc & 1) {
193*4bdc9457SAndroid Build Coastguard Worker *c2 = (uint8_t) vout2;
194*4bdc9457SAndroid Build Coastguard Worker *c1 = (uint8_t) vout1;
195*4bdc9457SAndroid Build Coastguard Worker *c0 = (uint8_t) vout0;
196*4bdc9457SAndroid Build Coastguard Worker }
197*4bdc9457SAndroid Build Coastguard Worker
198*4bdc9457SAndroid Build Coastguard Worker nc = 0;
199*4bdc9457SAndroid Build Coastguard Worker }
200*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0);
201*4bdc9457SAndroid Build Coastguard Worker }
202