1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/qs8-igemm/MRx4c2-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/igemm.h>
15*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
16*4bdc9457SAndroid Build Coastguard Worker
17*4bdc9457SAndroid Build Coastguard Worker
xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld64(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)])18*4bdc9457SAndroid Build Coastguard Worker void xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__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 int8_t** restrict a,
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 size_t a_offset,
29*4bdc9457SAndroid Build Coastguard Worker const int8_t* zero,
30*4bdc9457SAndroid Build Coastguard Worker const union xnn_qs8_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 <= 1);
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 % (1 * sizeof(void*)) == 0);
38*4bdc9457SAndroid Build Coastguard Worker assert(a_offset % sizeof(int8_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, 2);
44*4bdc9457SAndroid Build Coastguard Worker int8_t* c0 = c;
45*4bdc9457SAndroid Build Coastguard Worker
46*4bdc9457SAndroid Build Coastguard Worker do {
47*4bdc9457SAndroid Build Coastguard Worker v128_t vacc0x0123 = wasm_v128_load(w);
48*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const int32_t*) w + 4);
49*4bdc9457SAndroid Build Coastguard Worker
50*4bdc9457SAndroid Build Coastguard Worker size_t p = ks;
51*4bdc9457SAndroid Build Coastguard Worker do {
52*4bdc9457SAndroid Build Coastguard Worker const int8_t* restrict a0 = a[0];
53*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(a0 != zero) {
54*4bdc9457SAndroid Build Coastguard Worker a0 = (const int8_t*) ((uintptr_t) a0 + a_offset);
55*4bdc9457SAndroid Build Coastguard Worker }
56*4bdc9457SAndroid Build Coastguard Worker a += 1;
57*4bdc9457SAndroid Build Coastguard Worker
58*4bdc9457SAndroid Build Coastguard Worker size_t k = kc;
59*4bdc9457SAndroid Build Coastguard Worker while (k >= 8 * sizeof(int8_t)) {
60*4bdc9457SAndroid Build Coastguard Worker const v128_t vxa0 = wasm_i16x8_load8x8(a0);
61*4bdc9457SAndroid Build Coastguard Worker a0 += 8;
62*4bdc9457SAndroid Build Coastguard Worker
63*4bdc9457SAndroid Build Coastguard Worker const v128_t vxb0 = wasm_i16x8_load8x8(w);
64*4bdc9457SAndroid Build Coastguard Worker
65*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_i32x4_add(vacc0x0123,
66*4bdc9457SAndroid Build Coastguard Worker wasm_i32x4_dot_i16x8(wasm_v32x4_shuffle(vxa0, vxa0, 0, 0, 0, 0), vxb0));
67*4bdc9457SAndroid Build Coastguard Worker const v128_t vxb1 = wasm_i16x8_load8x8((const int8_t*) w + 8);
68*4bdc9457SAndroid Build Coastguard Worker
69*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_i32x4_add(vacc0x0123,
70*4bdc9457SAndroid Build Coastguard Worker wasm_i32x4_dot_i16x8(wasm_v32x4_shuffle(vxa0, vxa0, 1, 1, 1, 1), vxb1));
71*4bdc9457SAndroid Build Coastguard Worker const v128_t vxb2 = wasm_i16x8_load8x8((const int8_t*) w + 16);
72*4bdc9457SAndroid Build Coastguard Worker
73*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_i32x4_add(vacc0x0123,
74*4bdc9457SAndroid Build Coastguard Worker wasm_i32x4_dot_i16x8(wasm_v32x4_shuffle(vxa0, vxa0, 2, 2, 2, 2), vxb2));
75*4bdc9457SAndroid Build Coastguard Worker const v128_t vxb3 = wasm_i16x8_load8x8((const int8_t*) w + 24);
76*4bdc9457SAndroid Build Coastguard Worker
77*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_i32x4_add(vacc0x0123,
78*4bdc9457SAndroid Build Coastguard Worker wasm_i32x4_dot_i16x8(wasm_v32x4_shuffle(vxa0, vxa0, 3, 3, 3, 3), vxb3));
79*4bdc9457SAndroid Build Coastguard Worker
80*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const int8_t*) w + 32);
81*4bdc9457SAndroid Build Coastguard Worker k -= 8 * sizeof(int8_t);
82*4bdc9457SAndroid Build Coastguard Worker }
83*4bdc9457SAndroid Build Coastguard Worker if (k != 0) {
84*4bdc9457SAndroid Build Coastguard Worker const v128_t vxa0 = wasm_i16x8_load8x8(a0);
85*4bdc9457SAndroid Build Coastguard Worker a0 = (const int8_t*) ((uintptr_t) a0 + k);
86*4bdc9457SAndroid Build Coastguard Worker
87*4bdc9457SAndroid Build Coastguard Worker const v128_t vxb0 = wasm_i16x8_load8x8(w);
88*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const int8_t*) w + 8);
89*4bdc9457SAndroid Build Coastguard Worker
90*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_i32x4_add(vacc0x0123,
91*4bdc9457SAndroid Build Coastguard Worker wasm_i32x4_dot_i16x8(wasm_v32x4_shuffle(vxa0, vxa0, 0, 0, 0, 0), vxb0));
92*4bdc9457SAndroid Build Coastguard Worker
93*4bdc9457SAndroid Build Coastguard Worker if (k > 2 * sizeof(int8_t)) {
94*4bdc9457SAndroid Build Coastguard Worker const v128_t vxb1 = wasm_i16x8_load8x8(w);
95*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const int8_t*) w + 8);
96*4bdc9457SAndroid Build Coastguard Worker
97*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_i32x4_add(vacc0x0123,
98*4bdc9457SAndroid Build Coastguard Worker wasm_i32x4_dot_i16x8(wasm_v32x4_shuffle(vxa0, vxa0, 1, 1, 1, 1), vxb1));
99*4bdc9457SAndroid Build Coastguard Worker
100*4bdc9457SAndroid Build Coastguard Worker if (k > 4 * sizeof(int8_t)) {
101*4bdc9457SAndroid Build Coastguard Worker const v128_t vxb2 = wasm_i16x8_load8x8(w);
102*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const int8_t*) w + 8);
103*4bdc9457SAndroid Build Coastguard Worker
104*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_i32x4_add(vacc0x0123,
105*4bdc9457SAndroid Build Coastguard Worker wasm_i32x4_dot_i16x8(wasm_v32x4_shuffle(vxa0, vxa0, 2, 2, 2, 2), vxb2));
106*4bdc9457SAndroid Build Coastguard Worker }
107*4bdc9457SAndroid Build Coastguard Worker }
108*4bdc9457SAndroid Build Coastguard Worker }
109*4bdc9457SAndroid Build Coastguard Worker p -= 1 * sizeof(void*);
110*4bdc9457SAndroid Build Coastguard Worker } while (p != 0);
111*4bdc9457SAndroid Build Coastguard Worker
112*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_f32x4_convert_i32x4(vacc0x0123);
113*4bdc9457SAndroid Build Coastguard Worker
114*4bdc9457SAndroid Build Coastguard Worker const v128_t vscale = wasm_v128_load64_splat(params->fp32_wasmsimd.scale);
115*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_f32x4_mul(vacc0x0123, vscale);
116*4bdc9457SAndroid Build Coastguard Worker
117*4bdc9457SAndroid Build Coastguard Worker const v128_t vmagic_bias = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias);
118*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_f32x4_add(vacc0x0123, vmagic_bias);
119*4bdc9457SAndroid Build Coastguard Worker
120*4bdc9457SAndroid Build Coastguard Worker const v128_t vmagic_min = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_min);
121*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_i32x4_max(vacc0x0123, vmagic_min);
122*4bdc9457SAndroid Build Coastguard Worker
123*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);
124*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = wasm_i32x4_sub(vacc0x0123, vmagic_bias_less_output_zero_point);
125*4bdc9457SAndroid Build Coastguard Worker
126*4bdc9457SAndroid Build Coastguard Worker v128_t vacc00x0123 = wasm_i16x8_narrow_i32x4(vacc0x0123, vacc0x0123);
127*4bdc9457SAndroid Build Coastguard Worker
128*4bdc9457SAndroid Build Coastguard Worker v128_t vout = wasm_i8x16_narrow_i16x8(vacc00x0123, vacc00x0123);
129*4bdc9457SAndroid Build Coastguard Worker
130*4bdc9457SAndroid Build Coastguard Worker const v128_t voutput_max = wasm_v128_load64_splat(params->fp32_wasmsimd.output_max);
131*4bdc9457SAndroid Build Coastguard Worker vout = wasm_i8x16_min(vout, voutput_max);
132*4bdc9457SAndroid Build Coastguard Worker
133*4bdc9457SAndroid Build Coastguard Worker if (nc >= 4) {
134*4bdc9457SAndroid Build Coastguard Worker *((float*) c0) = (float) wasm_f32x4_extract_lane(vout, 0);
135*4bdc9457SAndroid Build Coastguard Worker
136*4bdc9457SAndroid Build Coastguard Worker c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
137*4bdc9457SAndroid Build Coastguard Worker
138*4bdc9457SAndroid Build Coastguard Worker a = (const int8_t**restrict) ((uintptr_t) a - ks);
139*4bdc9457SAndroid Build Coastguard Worker
140*4bdc9457SAndroid Build Coastguard Worker nc -= 4;
141*4bdc9457SAndroid Build Coastguard Worker } else {
142*4bdc9457SAndroid Build Coastguard Worker uint32_t vout0 = wasm_i32x4_extract_lane(vout, 0);
143*4bdc9457SAndroid Build Coastguard Worker if (nc & 2) {
144*4bdc9457SAndroid Build Coastguard Worker *((uint16_t*) c0) = (uint16_t) vout0;
145*4bdc9457SAndroid Build Coastguard Worker vout0 >>= 16;
146*4bdc9457SAndroid Build Coastguard Worker c0 += 2;
147*4bdc9457SAndroid Build Coastguard Worker }
148*4bdc9457SAndroid Build Coastguard Worker if (nc & 1) {
149*4bdc9457SAndroid Build Coastguard Worker *c0 = (int8_t) vout0;
150*4bdc9457SAndroid Build Coastguard Worker }
151*4bdc9457SAndroid Build Coastguard Worker
152*4bdc9457SAndroid Build Coastguard Worker nc = 0;
153*4bdc9457SAndroid Build Coastguard Worker }
154*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0);
155*4bdc9457SAndroid Build Coastguard Worker }
156