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1 // Copyright 2021 Google LLC
2 //
3 // This source code is licensed under the BSD-style license found in the
4 // LICENSE file in the root directory of this source tree.
5 
6 #include <assert.h>
7 
8 #include <immintrin.h>
9 
10 #include <xnnpack/dwconv.h>
11 #include <xnnpack/math.h>
12 
13 
xnn_f32_dwconv2d_chw_ukernel_3x3p1__ssse3_2x4_acc2(size_t input_height,size_t input_width,const float * input,const float * weights,const float * zero,float * output,uint32_t padding_top,const union xnn_f32_chw_params params[restrict XNN_MIN_ELEMENTS (1)])14 void xnn_f32_dwconv2d_chw_ukernel_3x3p1__ssse3_2x4_acc2(
15     size_t input_height,
16     size_t input_width,
17     const float* input,
18     const float* weights,
19     const float* zero,
20     float* output,
21     uint32_t padding_top,
22     const union xnn_f32_chw_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
23 {
24   assert(input_height != 0);
25   assert(input_width != 0);
26   assert(input_width % sizeof(float) == 0);
27   assert(padding_top == 1);
28 
29   const __m128 vmask = _mm_load_ps((const float*) params->sse.mask);
30   const __m128 vmax = _mm_load_ps(params->sse.max);
31   const __m128 vmin = _mm_load_ps(params->sse.min);
32 
33   const __m128 vbias = _mm_load1_ps(weights);
34   const __m128 vk00 = _mm_load1_ps(weights + 1);
35   const __m128 vk01 = _mm_load1_ps(weights + 2);
36   const __m128 vk02 = _mm_load1_ps(weights + 3);
37   const __m128 vk10 = _mm_load1_ps(weights + 4);
38   const __m128 vk11 = _mm_load1_ps(weights + 5);
39   const __m128 vk12 = _mm_load1_ps(weights + 6);
40   const __m128 vk20 = _mm_load1_ps(weights + 7);
41   const __m128 vk21 = _mm_load1_ps(weights + 8);
42   const __m128 vk22 = _mm_load1_ps(weights + 9);
43 
44   const size_t input_decrement = round_up_po2(input_width, 4 * sizeof(float));
45 
46   const float* i0 = zero;
47   const float* i1 = input;
48   const float* i2 = (const float*) ((uintptr_t) i1 + input_width);
49   const float* i3 = (const float*) ((uintptr_t) i2 + input_width);
50 
51   float* o0 = output;
52   float* o1 = (float*) ((uintptr_t) o0 + input_width);
53 
54   size_t output_height = input_height;
55   do {
56     if XNN_UNPREDICTABLE(output_height < 2) {
57       i2 = zero;
58       o1 = o0;
59     }
60     if XNN_UNPREDICTABLE(output_height < 3) {
61       i3 = zero;
62     }
63 
64     __m128 vi0x0123 = _mm_setzero_ps();
65     __m128 vi1x0123 = _mm_setzero_ps();
66     __m128 vi2x0123 = _mm_setzero_ps();
67     __m128 vi3x0123 = _mm_setzero_ps();
68 
69     __m128 vi0x4567 = _mm_loadu_ps(i0);
70     i0 += 4;
71     __m128 vi1x4567 = _mm_loadu_ps(i1);
72     i1 += 4;
73     __m128 vi2x4567 = _mm_loadu_ps(i2);
74     i2 += 4;
75     __m128 vi3x4567 = _mm_loadu_ps(i3);
76     i3 += 4;
77 
78     size_t w = input_width;
79     for (; w > 4 * sizeof(float); w -= 4 * sizeof(float)) {
80       const __m128 vi0x89AB = _mm_loadu_ps(i0);
81       i0 += 4;
82       const __m128 vi1x89AB = _mm_loadu_ps(i1);
83       i1 += 4;
84       const __m128 vi2x89AB = _mm_loadu_ps(i2);
85       i2 += 4;
86       const __m128 vi3x89AB = _mm_loadu_ps(i3);
87       i3 += 4;
88 
89       __m128 vo0p0 = _mm_add_ps(vbias, _mm_mul_ps(vi0x4567, vk01));
90       __m128 vo1p0 = _mm_add_ps(vbias, _mm_mul_ps(vi1x4567, vk01));
91       __m128 vo0p1 = _mm_mul_ps(vi1x4567, vk11);
92       __m128 vo1p1 = _mm_mul_ps(vi2x4567, vk11);
93       vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x4567, vk21));
94       vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x4567, vk21));
95 
96       const __m128 vi0x3456 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi0x4567), _mm_castps_si128(vi0x0123), 12));
97       const __m128 vi1x3456 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi1x4567), _mm_castps_si128(vi1x0123), 12));
98       const __m128 vi2x3456 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi2x4567), _mm_castps_si128(vi2x0123), 12));
99       const __m128 vi3x3456 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi3x4567), _mm_castps_si128(vi3x0123), 12));
100 
101       vo0p1 = _mm_add_ps(vo0p1, _mm_mul_ps(vi0x3456, vk00));
102       vo1p1 = _mm_add_ps(vo1p1, _mm_mul_ps(vi1x3456, vk00));
103       vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x3456, vk10));
104       vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x3456, vk10));
105       vo0p1 = _mm_add_ps(vo0p1, _mm_mul_ps(vi2x3456, vk20));
106       vo1p1 = _mm_add_ps(vo1p1, _mm_mul_ps(vi3x3456, vk20));
107 
108       vi0x0123 = vi0x4567;
109       vi1x0123 = vi1x4567;
110       vi2x0123 = vi2x4567;
111       vi3x0123 = vi3x4567;
112 
113       const __m128 vi0x5678 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi0x89AB), _mm_castps_si128(vi0x4567), 4));
114       const __m128 vi1x5678 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi1x89AB), _mm_castps_si128(vi1x4567), 4));
115       const __m128 vi2x5678 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi2x89AB), _mm_castps_si128(vi2x4567), 4));
116       const __m128 vi3x5678 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi3x89AB), _mm_castps_si128(vi3x4567), 4));
117 
118       vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x5678, vk02));
119       vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi1x5678, vk02));
120       vo0p1 = _mm_add_ps(vo0p1, _mm_mul_ps(vi1x5678, vk12));
121       vo1p1 = _mm_add_ps(vo1p1, _mm_mul_ps(vi2x5678, vk12));
122       vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x5678, vk22));
123       vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x5678, vk22));
124 
125       vi0x4567 = vi0x89AB;
126       vi1x4567 = vi1x89AB;
127       vi2x4567 = vi2x89AB;
128       vi3x4567 = vi3x89AB;
129 
130       vo0p0 = _mm_add_ps(vo0p0, vo0p1);
131       vo1p0 = _mm_add_ps(vo1p0, vo1p1);
132 
133       __m128 vo0 = _mm_max_ps(vo0p0, vmin);
134       __m128 vo1 = _mm_max_ps(vo1p0, vmin);
135 
136       vo0 = _mm_min_ps(vo0, vmax);
137       vo1 = _mm_min_ps(vo1, vmax);
138 
139       _mm_storeu_ps(o1, vo1);
140       o1 += 4;
141       _mm_storeu_ps(o0, vo0);
142       o0 += 4;
143     }
144     // Always process the last block of 1..4 pixels.
145     assert(w >= 1 * sizeof(float));
146     assert(w <= 4 * sizeof(float));
147     {
148       vi0x4567 = _mm_and_ps(vmask, vi0x4567);
149       vi1x4567 = _mm_and_ps(vmask, vi1x4567);
150       vi2x4567 = _mm_and_ps(vmask, vi2x4567);
151       vi3x4567 = _mm_and_ps(vmask, vi3x4567);
152 
153       __m128 vo0p0 = _mm_add_ps(vbias, _mm_mul_ps(vi0x4567, vk01));
154       __m128 vo1p0 = _mm_add_ps(vbias, _mm_mul_ps(vi1x4567, vk01));
155       __m128 vo0p1 = _mm_mul_ps(vi1x4567, vk11);
156       __m128 vo1p1 = _mm_mul_ps(vi2x4567, vk11);
157       vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x4567, vk21));
158       vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x4567, vk21));
159 
160       const __m128 vi0x3456 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi0x4567), _mm_castps_si128(vi0x0123), 12));
161       const __m128 vi1x3456 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi1x4567), _mm_castps_si128(vi1x0123), 12));
162       const __m128 vi2x3456 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi2x4567), _mm_castps_si128(vi2x0123), 12));
163       const __m128 vi3x3456 = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(vi3x4567), _mm_castps_si128(vi3x0123), 12));
164 
165       vo0p1 = _mm_add_ps(vo0p1, _mm_mul_ps(vi0x3456, vk00));
166       vo1p1 = _mm_add_ps(vo1p1, _mm_mul_ps(vi1x3456, vk00));
167       vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi1x3456, vk10));
168       vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi2x3456, vk10));
169       vo0p1 = _mm_add_ps(vo0p1, _mm_mul_ps(vi2x3456, vk20));
170       vo1p1 = _mm_add_ps(vo1p1, _mm_mul_ps(vi3x3456, vk20));
171 
172       const __m128i vzero = _mm_setzero_si128();
173       const __m128 vi0x5678 = _mm_castsi128_ps(_mm_alignr_epi8(vzero, _mm_castps_si128(vi0x4567), 4));
174       const __m128 vi1x5678 = _mm_castsi128_ps(_mm_alignr_epi8(vzero, _mm_castps_si128(vi1x4567), 4));
175       const __m128 vi2x5678 = _mm_castsi128_ps(_mm_alignr_epi8(vzero, _mm_castps_si128(vi2x4567), 4));
176       const __m128 vi3x5678 = _mm_castsi128_ps(_mm_alignr_epi8(vzero, _mm_castps_si128(vi3x4567), 4));
177 
178       vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi0x5678, vk02));
179       vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi1x5678, vk02));
180       vo0p1 = _mm_add_ps(vo0p1, _mm_mul_ps(vi1x5678, vk12));
181       vo1p1 = _mm_add_ps(vo1p1, _mm_mul_ps(vi2x5678, vk12));
182       vo0p0 = _mm_add_ps(vo0p0, _mm_mul_ps(vi2x5678, vk22));
183       vo1p0 = _mm_add_ps(vo1p0, _mm_mul_ps(vi3x5678, vk22));
184 
185       vo0p0 = _mm_add_ps(vo0p0, vo0p1);
186       vo1p0 = _mm_add_ps(vo1p0, vo1p1);
187 
188       __m128 vo0 = _mm_max_ps(vo0p0, vmin);
189       __m128 vo1 = _mm_max_ps(vo1p0, vmin);
190 
191       vo0 = _mm_min_ps(vo0, vmax);
192       vo1 = _mm_min_ps(vo1, vmax);
193 
194       if XNN_LIKELY(w == 4 * sizeof(float)) {
195         _mm_storeu_ps(o1, vo1);
196         o1 += 4;
197         _mm_storeu_ps(o0, vo0);
198         o0 += 4;
199       } else {
200         if (w & (2 * sizeof(float))) {
201           _mm_storel_pi((__m64*) o1, vo1);
202           o1 += 2;
203           _mm_storel_pi((__m64*) o0, vo0);
204           o0 += 2;
205 
206           vo0 = _mm_movehl_ps(vo0, vo0);
207           vo1 = _mm_movehl_ps(vo1, vo1);
208         }
209         if (w & (1 * sizeof(float))) {
210           _mm_store_ss(o1, vo1);
211           o1 += 1;
212           _mm_store_ss(o0, vo0);
213           o0 += 1;
214         }
215       }
216     }
217 
218     i0 = (const float*) ((uintptr_t) i2 - input_decrement);
219     i1 = (const float*) ((uintptr_t) i3 - input_decrement);
220     i2 = (const float*) ((uintptr_t) i1 + input_width);
221     i3 = (const float*) ((uintptr_t) i2 + input_width);
222 
223     o0 = o1;
224     o1 = (float*) ((uintptr_t) o0 + input_width);
225 
226     output_height = doz(output_height, 2);
227   } while (output_height != 0);
228 }
229