1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/f32-gemm/neon-ld64.c.in
3*4bdc9457SAndroid Build Coastguard Worker // Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2019 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
11*4bdc9457SAndroid Build Coastguard Worker #include <assert.h>
12*4bdc9457SAndroid Build Coastguard Worker
13*4bdc9457SAndroid Build Coastguard Worker #include <arm_neon.h>
14*4bdc9457SAndroid Build Coastguard Worker
15*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/gemm.h>
16*4bdc9457SAndroid Build Coastguard Worker
17*4bdc9457SAndroid Build Coastguard Worker
xnn_f32_gemm_minmax_ukernel_4x8__neonfma_dup_ld64(size_t mr,size_t nc,size_t kc,const float * restrict a,size_t a_stride,const float * restrict w,float * restrict c,size_t cm_stride,size_t cn_stride,const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18*4bdc9457SAndroid Build Coastguard Worker void xnn_f32_gemm_minmax_ukernel_4x8__neonfma_dup_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 const float* restrict a,
23*4bdc9457SAndroid Build Coastguard Worker size_t a_stride,
24*4bdc9457SAndroid Build Coastguard Worker const float* restrict w,
25*4bdc9457SAndroid Build Coastguard Worker float* 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_f32_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 <= 4);
32*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0);
33*4bdc9457SAndroid Build Coastguard Worker assert(kc != 0);
34*4bdc9457SAndroid Build Coastguard Worker assert(kc % sizeof(float) == 0);
35*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL);
36*4bdc9457SAndroid Build Coastguard Worker assert(w != NULL);
37*4bdc9457SAndroid Build Coastguard Worker assert(c != NULL);
38*4bdc9457SAndroid Build Coastguard Worker
39*4bdc9457SAndroid Build Coastguard Worker const float* a0 = a;
40*4bdc9457SAndroid Build Coastguard Worker float* c0 = c;
41*4bdc9457SAndroid Build Coastguard Worker const float* a1 = (const float*) ((uintptr_t) a0 + a_stride);
42*4bdc9457SAndroid Build Coastguard Worker float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
43*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr < 2) {
44*4bdc9457SAndroid Build Coastguard Worker a1 = a0;
45*4bdc9457SAndroid Build Coastguard Worker c1 = c0;
46*4bdc9457SAndroid Build Coastguard Worker }
47*4bdc9457SAndroid Build Coastguard Worker const float* a2 = (const float*) ((uintptr_t) a1 + a_stride);
48*4bdc9457SAndroid Build Coastguard Worker float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
49*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr <= 2) {
50*4bdc9457SAndroid Build Coastguard Worker a2 = a1;
51*4bdc9457SAndroid Build Coastguard Worker c2 = c1;
52*4bdc9457SAndroid Build Coastguard Worker }
53*4bdc9457SAndroid Build Coastguard Worker const float* a3 = (const float*) ((uintptr_t) a2 + a_stride);
54*4bdc9457SAndroid Build Coastguard Worker float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
55*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr != 4) {
56*4bdc9457SAndroid Build Coastguard Worker a3 = a2;
57*4bdc9457SAndroid Build Coastguard Worker c3 = c2;
58*4bdc9457SAndroid Build Coastguard Worker }
59*4bdc9457SAndroid Build Coastguard Worker
60*4bdc9457SAndroid Build Coastguard Worker do {
61*4bdc9457SAndroid Build Coastguard Worker float32x4_t vacc0x0123 = vld1q_f32(w); w += 4;
62*4bdc9457SAndroid Build Coastguard Worker float32x4_t vacc0x4567 = vld1q_f32(w); w += 4;
63*4bdc9457SAndroid Build Coastguard Worker float32x4_t vacc1x0123 = vacc0x0123;
64*4bdc9457SAndroid Build Coastguard Worker float32x4_t vacc1x4567 = vacc0x4567;
65*4bdc9457SAndroid Build Coastguard Worker float32x4_t vacc2x0123 = vacc0x0123;
66*4bdc9457SAndroid Build Coastguard Worker float32x4_t vacc2x4567 = vacc0x4567;
67*4bdc9457SAndroid Build Coastguard Worker float32x4_t vacc3x0123 = vacc0x0123;
68*4bdc9457SAndroid Build Coastguard Worker float32x4_t vacc3x4567 = vacc0x4567;
69*4bdc9457SAndroid Build Coastguard Worker
70*4bdc9457SAndroid Build Coastguard Worker size_t k = kc;
71*4bdc9457SAndroid Build Coastguard Worker for (; k >= 2 * sizeof(float); k -= 2 * sizeof(float)) {
72*4bdc9457SAndroid Build Coastguard Worker const float32x2_t va0 = vld1_f32(a0); a0 += 2;
73*4bdc9457SAndroid Build Coastguard Worker const float32x2_t va1 = vld1_f32(a1); a1 += 2;
74*4bdc9457SAndroid Build Coastguard Worker const float32x2_t va2 = vld1_f32(a2); a2 += 2;
75*4bdc9457SAndroid Build Coastguard Worker const float32x2_t va3 = vld1_f32(a3); a3 += 2;
76*4bdc9457SAndroid Build Coastguard Worker
77*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vb0123c0 = vld1q_f32(w); w += 4;
78*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vb4567c0 = vld1q_f32(w); w += 4;
79*4bdc9457SAndroid Build Coastguard Worker
80*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va0c0 = vdupq_lane_f32(va0, 0);
81*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va1c0 = vdupq_lane_f32(va1, 0);
82*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va2c0 = vdupq_lane_f32(va2, 0);
83*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va3c0 = vdupq_lane_f32(va3, 0);
84*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vfmaq_f32(vacc0x0123, va0c0, vb0123c0);
85*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = vfmaq_f32(vacc1x0123, va1c0, vb0123c0);
86*4bdc9457SAndroid Build Coastguard Worker vacc2x0123 = vfmaq_f32(vacc2x0123, va2c0, vb0123c0);
87*4bdc9457SAndroid Build Coastguard Worker vacc3x0123 = vfmaq_f32(vacc3x0123, va3c0, vb0123c0);
88*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vfmaq_f32(vacc0x4567, va0c0, vb4567c0);
89*4bdc9457SAndroid Build Coastguard Worker vacc1x4567 = vfmaq_f32(vacc1x4567, va1c0, vb4567c0);
90*4bdc9457SAndroid Build Coastguard Worker vacc2x4567 = vfmaq_f32(vacc2x4567, va2c0, vb4567c0);
91*4bdc9457SAndroid Build Coastguard Worker vacc3x4567 = vfmaq_f32(vacc3x4567, va3c0, vb4567c0);
92*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vb0123c1 = vld1q_f32(w); w += 4;
93*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vb4567c1 = vld1q_f32(w); w += 4;
94*4bdc9457SAndroid Build Coastguard Worker
95*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va0c1 = vdupq_lane_f32(va0, 1);
96*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va1c1 = vdupq_lane_f32(va1, 1);
97*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va2c1 = vdupq_lane_f32(va2, 1);
98*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va3c1 = vdupq_lane_f32(va3, 1);
99*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vfmaq_f32(vacc0x0123, va0c1, vb0123c1);
100*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = vfmaq_f32(vacc1x0123, va1c1, vb0123c1);
101*4bdc9457SAndroid Build Coastguard Worker vacc2x0123 = vfmaq_f32(vacc2x0123, va2c1, vb0123c1);
102*4bdc9457SAndroid Build Coastguard Worker vacc3x0123 = vfmaq_f32(vacc3x0123, va3c1, vb0123c1);
103*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vfmaq_f32(vacc0x4567, va0c1, vb4567c1);
104*4bdc9457SAndroid Build Coastguard Worker vacc1x4567 = vfmaq_f32(vacc1x4567, va1c1, vb4567c1);
105*4bdc9457SAndroid Build Coastguard Worker vacc2x4567 = vfmaq_f32(vacc2x4567, va2c1, vb4567c1);
106*4bdc9457SAndroid Build Coastguard Worker vacc3x4567 = vfmaq_f32(vacc3x4567, va3c1, vb4567c1);
107*4bdc9457SAndroid Build Coastguard Worker }
108*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(k != 0) {
109*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va0 = vld1q_dup_f32(a0); a0 += 1;
110*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va1 = vld1q_dup_f32(a1); a1 += 1;
111*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va2 = vld1q_dup_f32(a2); a2 += 1;
112*4bdc9457SAndroid Build Coastguard Worker const float32x4_t va3 = vld1q_dup_f32(a3); a3 += 1;
113*4bdc9457SAndroid Build Coastguard Worker
114*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vb0123 = vld1q_f32(w); w += 4;
115*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vb4567 = vld1q_f32(w); w += 4;
116*4bdc9457SAndroid Build Coastguard Worker
117*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vfmaq_f32(vacc0x0123, va0, vb0123);
118*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = vfmaq_f32(vacc1x0123, va1, vb0123);
119*4bdc9457SAndroid Build Coastguard Worker vacc2x0123 = vfmaq_f32(vacc2x0123, va2, vb0123);
120*4bdc9457SAndroid Build Coastguard Worker vacc3x0123 = vfmaq_f32(vacc3x0123, va3, vb0123);
121*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vfmaq_f32(vacc0x4567, va0, vb4567);
122*4bdc9457SAndroid Build Coastguard Worker vacc1x4567 = vfmaq_f32(vacc1x4567, va1, vb4567);
123*4bdc9457SAndroid Build Coastguard Worker vacc2x4567 = vfmaq_f32(vacc2x4567, va2, vb4567);
124*4bdc9457SAndroid Build Coastguard Worker vacc3x4567 = vfmaq_f32(vacc3x4567, va3, vb4567);
125*4bdc9457SAndroid Build Coastguard Worker }
126*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vmax = vld1q_dup_f32(¶ms->scalar.max);
127*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vminq_f32(vacc0x0123, vmax);
128*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = vminq_f32(vacc1x0123, vmax);
129*4bdc9457SAndroid Build Coastguard Worker vacc2x0123 = vminq_f32(vacc2x0123, vmax);
130*4bdc9457SAndroid Build Coastguard Worker vacc3x0123 = vminq_f32(vacc3x0123, vmax);
131*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vminq_f32(vacc0x4567, vmax);
132*4bdc9457SAndroid Build Coastguard Worker vacc1x4567 = vminq_f32(vacc1x4567, vmax);
133*4bdc9457SAndroid Build Coastguard Worker vacc2x4567 = vminq_f32(vacc2x4567, vmax);
134*4bdc9457SAndroid Build Coastguard Worker vacc3x4567 = vminq_f32(vacc3x4567, vmax);
135*4bdc9457SAndroid Build Coastguard Worker
136*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vmin = vld1q_dup_f32(¶ms->scalar.min);
137*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vmaxq_f32(vacc0x0123, vmin);
138*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = vmaxq_f32(vacc1x0123, vmin);
139*4bdc9457SAndroid Build Coastguard Worker vacc2x0123 = vmaxq_f32(vacc2x0123, vmin);
140*4bdc9457SAndroid Build Coastguard Worker vacc3x0123 = vmaxq_f32(vacc3x0123, vmin);
141*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vmaxq_f32(vacc0x4567, vmin);
142*4bdc9457SAndroid Build Coastguard Worker vacc1x4567 = vmaxq_f32(vacc1x4567, vmin);
143*4bdc9457SAndroid Build Coastguard Worker vacc2x4567 = vmaxq_f32(vacc2x4567, vmin);
144*4bdc9457SAndroid Build Coastguard Worker vacc3x4567 = vmaxq_f32(vacc3x4567, vmin);
145*4bdc9457SAndroid Build Coastguard Worker
146*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nc >= 8) {
147*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c3, vacc3x0123);
148*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c3 + 4, vacc3x4567);
149*4bdc9457SAndroid Build Coastguard Worker c3 = (float*) ((uintptr_t) c3 + cn_stride);
150*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c2, vacc2x0123);
151*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c2 + 4, vacc2x4567);
152*4bdc9457SAndroid Build Coastguard Worker c2 = (float*) ((uintptr_t) c2 + cn_stride);
153*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c1, vacc1x0123);
154*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c1 + 4, vacc1x4567);
155*4bdc9457SAndroid Build Coastguard Worker c1 = (float*) ((uintptr_t) c1 + cn_stride);
156*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c0, vacc0x0123);
157*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c0 + 4, vacc0x4567);
158*4bdc9457SAndroid Build Coastguard Worker c0 = (float*) ((uintptr_t) c0 + cn_stride);
159*4bdc9457SAndroid Build Coastguard Worker
160*4bdc9457SAndroid Build Coastguard Worker a3 = (const float*) ((uintptr_t) a3 - kc);
161*4bdc9457SAndroid Build Coastguard Worker a2 = (const float*) ((uintptr_t) a2 - kc);
162*4bdc9457SAndroid Build Coastguard Worker a1 = (const float*) ((uintptr_t) a1 - kc);
163*4bdc9457SAndroid Build Coastguard Worker a0 = (const float*) ((uintptr_t) a0 - kc);
164*4bdc9457SAndroid Build Coastguard Worker
165*4bdc9457SAndroid Build Coastguard Worker nc -= 8;
166*4bdc9457SAndroid Build Coastguard Worker
167*4bdc9457SAndroid Build Coastguard Worker } else {
168*4bdc9457SAndroid Build Coastguard Worker if (nc & 4) {
169*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c3, vacc3x0123); c3 += 4;
170*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c2, vacc2x0123); c2 += 4;
171*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c1, vacc1x0123); c1 += 4;
172*4bdc9457SAndroid Build Coastguard Worker vst1q_f32(c0, vacc0x0123); c0 += 4;
173*4bdc9457SAndroid Build Coastguard Worker
174*4bdc9457SAndroid Build Coastguard Worker vacc3x0123 = vacc3x4567;
175*4bdc9457SAndroid Build Coastguard Worker vacc2x0123 = vacc2x4567;
176*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = vacc1x4567;
177*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vacc0x4567;
178*4bdc9457SAndroid Build Coastguard Worker }
179*4bdc9457SAndroid Build Coastguard Worker float32x2_t vacc3x01 = vget_low_f32(vacc3x0123);
180*4bdc9457SAndroid Build Coastguard Worker float32x2_t vacc2x01 = vget_low_f32(vacc2x0123);
181*4bdc9457SAndroid Build Coastguard Worker float32x2_t vacc1x01 = vget_low_f32(vacc1x0123);
182*4bdc9457SAndroid Build Coastguard Worker float32x2_t vacc0x01 = vget_low_f32(vacc0x0123);
183*4bdc9457SAndroid Build Coastguard Worker if (nc & 2) {
184*4bdc9457SAndroid Build Coastguard Worker vst1_f32(c3, vacc3x01); c3 += 2;
185*4bdc9457SAndroid Build Coastguard Worker vst1_f32(c2, vacc2x01); c2 += 2;
186*4bdc9457SAndroid Build Coastguard Worker vst1_f32(c1, vacc1x01); c1 += 2;
187*4bdc9457SAndroid Build Coastguard Worker vst1_f32(c0, vacc0x01); c0 += 2;
188*4bdc9457SAndroid Build Coastguard Worker
189*4bdc9457SAndroid Build Coastguard Worker vacc3x01 = vget_high_f32(vacc3x0123);
190*4bdc9457SAndroid Build Coastguard Worker vacc2x01 = vget_high_f32(vacc2x0123);
191*4bdc9457SAndroid Build Coastguard Worker vacc1x01 = vget_high_f32(vacc1x0123);
192*4bdc9457SAndroid Build Coastguard Worker vacc0x01 = vget_high_f32(vacc0x0123);
193*4bdc9457SAndroid Build Coastguard Worker }
194*4bdc9457SAndroid Build Coastguard Worker if (nc & 1) {
195*4bdc9457SAndroid Build Coastguard Worker vst1_lane_f32(c3, vacc3x01, 0);
196*4bdc9457SAndroid Build Coastguard Worker vst1_lane_f32(c2, vacc2x01, 0);
197*4bdc9457SAndroid Build Coastguard Worker vst1_lane_f32(c1, vacc1x01, 0);
198*4bdc9457SAndroid Build Coastguard Worker vst1_lane_f32(c0, vacc0x01, 0);
199*4bdc9457SAndroid Build Coastguard Worker }
200*4bdc9457SAndroid Build Coastguard Worker
201*4bdc9457SAndroid Build Coastguard Worker nc = 0;
202*4bdc9457SAndroid Build Coastguard Worker }
203*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0);
204*4bdc9457SAndroid Build Coastguard Worker }
205