1 | namespace dnnl { |
2 | namespace impl { |
3 | namespace gpu { |
4 | namespace ocl { |
5 | const char *xe_lp_conv_nhwc_fwd_dw_ow_block_x8s8x_kernel = R"==(/******************************************************************************* )==" "\n" |
6 | R"==(* Copyright 2020-2022 Intel Corporation )==" "\n" |
7 | R"==(* )==" "\n" |
8 | R"==(* Licensed under the Apache License, Version 2.0 (the "License"); )==" "\n" |
9 | R"==(* you may not use this file except in compliance with the License. )==" "\n" |
10 | R"==(* You may obtain a copy of the License at )==" "\n" |
11 | R"==(* )==" "\n" |
12 | R"==(* http: )==" "\n" |
13 | R"==(* )==" "\n" |
14 | R"==(* Unless required by applicable law or agreed to in writing, software )==" "\n" |
15 | R"==(* distributed under the License is distributed on an "AS IS" BASIS, )==" "\n" |
16 | R"==(* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. )==" "\n" |
17 | R"==(* See the License for the specific language governing permissions and )==" "\n" |
18 | R"==(* limitations under the License. )==" "\n" |
19 | R"==(*******************************************************************************/ )==" "\n" |
20 | R"==(#include "gpu/ocl/ocl_math_utils.h" )==" "\n" |
21 | R"==(#include "gpu/ocl/ocl_post_ops.h" )==" "\n" |
22 | R"==(#include "gpu/ocl/ocl_types.h" )==" "\n" |
23 | R"==(#define PWX (PW > 1 ? PW : 1) )==" "\n" |
24 | R"==(#if SCALES_PER_OC )==" "\n" |
25 | R"==(#define SCALE scales.s0101010101010101 )==" "\n" |
26 | R"==(#elif SCALES_COMMON )==" "\n" |
27 | R"==(#define SCALE runtime_scales[0] )==" "\n" |
28 | R"==(#else )==" "\n" |
29 | R"==(#define SCALE 1 )==" "\n" |
30 | R"==(#endif )==" "\n" |
31 | R"==(void block_read_dst( )==" "\n" |
32 | R"==(int n, DST_DATA_T *d, const __global DST_DATA_T *dst, const int g); )==" "\n" |
33 | R"==(void block_write_dst( )==" "\n" |
34 | R"==(int n, const DST_DATA_T *d, __global DST_DATA_T *dst, const int g); )==" "\n" |
35 | R"==(void block_read_src(int n, ushort *s, const __global ushort *src, const int g); )==" "\n" |
36 | R"==(__attribute__((intel_reqd_sub_group_size(SUB_GROUP_SIZE))) )==" "\n" |
37 | R"==(__attribute__((reqd_work_group_size(LWS_0, LWS_1, LWS_2))) __kernel void )==" "\n" |
38 | R"==(conv_nhwc_fwd_dw_ow_block_x8s8x(const __global uchar *src, )==" "\n" |
39 | R"==(const __global char *wei, const __global float *bias, )==" "\n" |
40 | R"==(__global DST_DATA_T *dst POST_OP_ARGS, )==" "\n" |
41 | R"==(const __global float *runtime_scales, )==" "\n" |
42 | R"==(const __global int *src_compensation, const __global int *src_zpoints, )==" "\n" |
43 | R"==(const __global int *dst_compensation) { )==" "\n" |
44 | R"==(const int osp = get_global_id(1); )==" "\n" |
45 | R"==(const int od = osp / (OWB * OH); )==" "\n" |
46 | R"==(const int ohw = osp % (OWB * OH); )==" "\n" |
47 | R"==(const int ow = (ohw % OWB) * OW_BLOCK; )==" "\n" |
48 | R"==(const int oh = ohw / OWB; )==" "\n" |
49 | R"==(const int g = get_group_id(0) * OC_BLOCK; )==" "\n" |
50 | R"==(const int mb = get_global_id(2) * MB_BLOCK; )==" "\n" |
51 | R"==(const int id = od * SD - PD; )==" "\n" |
52 | R"==(const int ih = oh * SH - PH; )==" "\n" |
53 | R"==(const int iw = ow * SW - PW; )==" "\n" |
54 | R"==(const int sglid = get_sub_group_local_id(); )==" "\n" |
55 | R"==(int dst_off, src_off; )==" "\n" |
56 | R"==(dst_off = mb * OD * OH * OW * G + (od * OH * OW + oh * OW + ow) * G + g; )==" "\n" |
57 | R"==(src_off = mb * ID * IH * IW * G + (id * IH * IW + ih * IW + iw) * G + g; )==" "\n" |
58 | R"==(dst += dst_off; )==" "\n" |
59 | R"==(src += src_off; )==" "\n" |
60 | R"==(wei += g * KD * KH * KW; )==" "\n" |
61 | R"==(int16 S0 = 0; )==" "\n" |
62 | R"==(int16 S1 = 0; )==" "\n" |
63 | R"==(#if SCALES_PER_OC )==" "\n" |
64 | R"==(float2 scales = 1; )==" "\n" |
65 | R"==(scales.s0 = runtime_scales[g + 2 * sglid]; )==" "\n" |
66 | R"==(if (g + 2 * sglid + 1 < G) scales.s1 = runtime_scales[g + 2 * sglid + 1]; )==" "\n" |
67 | R"==(#endif )==" "\n" |
68 | R"==(for (int kd = 0; kd < KD; kd++) { )==" "\n" |
69 | R"==(if (kd * (1 + DD) + id < 0 || kd * (1 + DD) + id >= ID) { )==" "\n" |
70 | R"==(src += G * IH * IW * (1 + DD); )==" "\n" |
71 | R"==(wei += OC_BLOCK * KH * KW; )==" "\n" |
72 | R"==(continue; )==" "\n" |
73 | R"==(} )==" "\n" |
74 | R"==(__attribute__((opencl_unroll_hint)) for (int kh = 0; kh < KH; kh++) { )==" "\n" |
75 | R"==(if (kh * (1 + DH) + ih < 0 || kh * (1 + DH) + ih >= IH) { )==" "\n" |
76 | R"==(src += G * MB_BLOCK * IW * (1 + DH); )==" "\n" |
77 | R"==(wei += OC_BLOCK * KW; )==" "\n" |
78 | R"==(continue; )==" "\n" |
79 | R"==(} )==" "\n" |
80 | R"==(#if SW == 2 )==" "\n" |
81 | R"==(ushort16 AAA = 0; )==" "\n" |
82 | R"==(#else )==" "\n" |
83 | R"==(ushort AAA; )==" "\n" |
84 | R"==(#endif )==" "\n" |
85 | R"==(ushort16 AA = 0; )==" "\n" |
86 | R"==(#if OW % (SW * OW_BLOCK) + KW - 1 \ )==" "\n" |
87 | R"==(>= SW - 1 + PW )==" "\n" |
88 | R"==(/* get main block */ )==" "\n" |
89 | R"==(if (iw + SW * (OW_BLOCK) + KW - 1 > IW) { )==" "\n" |
90 | R"==(if (iw >= 0) { )==" "\n" |
91 | R"==(block_read_src(1, ((ushort *)&AA) + 0, )==" "\n" |
92 | R"==((const __global ushort *)(&src[0 * G]), g); )==" "\n" |
93 | R"==(#if PW >= 2 )==" "\n" |
94 | R"==(block_read_src(1, ((ushort *)&AA) + 1, )==" "\n" |
95 | R"==((const __global ushort *)(&src[1 * G]), g); )==" "\n" |
96 | R"==(#endif )==" "\n" |
97 | R"==(#if PW >= 3 )==" "\n" |
98 | R"==(block_read_src(1, ((ushort *)&AA) + 2, )==" "\n" |
99 | R"==((const __global ushort *)(&src[2 * G]), g); )==" "\n" |
100 | R"==(#endif )==" "\n" |
101 | R"==(} )==" "\n" |
102 | R"==(#if IW_TAIL > 16 )==" "\n" |
103 | R"==(#if PW == 2 )==" "\n" |
104 | R"==(block_read_src(8, ((ushort *)&AA) + 2, )==" "\n" |
105 | R"==((const __global ushort *)(&src[(PWX)*G]), g); )==" "\n" |
106 | R"==(block_read_src(4, ((ushort *)&AA) + 10, )==" "\n" |
107 | R"==((const __global ushort *)(&src[(PWX + 8) * G]), g); )==" "\n" |
108 | R"==(block_read_src(2, ((ushort *)&AA) + 14, )==" "\n" |
109 | R"==((const __global ushort *)(&src[(PWX + 12) * G]), g); )==" "\n" |
110 | R"==(#elif PW == 3 )==" "\n" |
111 | R"==(block_read_src(8, ((ushort *)&AA) + 3, )==" "\n" |
112 | R"==((const __global ushort *)(&src[(PWX)*G]), g); )==" "\n" |
113 | R"==(block_read_src(4, ((ushort *)&AA) + 11, )==" "\n" |
114 | R"==((const __global ushort *)(&src[(PWX + 8) * G]), g); )==" "\n" |
115 | R"==(block_read_src(1, ((ushort *)&AA) + 15, )==" "\n" |
116 | R"==((const __global ushort *)(&src[(PWX + 12) * G]), g); )==" "\n" |
117 | R"==(#else )==" "\n" |
118 | R"==(block_read_src(8, ((ushort *)&AA) + 1, )==" "\n" |
119 | R"==((const __global ushort *)(&src[(PWX)*G]), g); )==" "\n" |
120 | R"==(block_read_src(4, ((ushort *)&AA) + 9, )==" "\n" |
121 | R"==((const __global ushort *)(&src[(PWX + 8) * G]), g); )==" "\n" |
122 | R"==(block_read_src(2, ((ushort *)&AA) + 13, )==" "\n" |
123 | R"==((const __global ushort *)(&src[(PWX + 12) * G]), g); )==" "\n" |
124 | R"==(block_read_src(1, ((ushort *)&AA) + 15, )==" "\n" |
125 | R"==((const __global ushort *)(&src[(PWX + 14) * G]), g); )==" "\n" |
126 | R"==(#endif )==" "\n" |
127 | R"==(#if ((IW_TAIL - 16) & 0b1000) == 0b1000 )==" "\n" |
128 | R"==(block_read_src(8, ((ushort *)&AAA), )==" "\n" |
129 | R"==((const __global ushort *)(&src[(16) * G]), g); )==" "\n" |
130 | R"==(#endif )==" "\n" |
131 | R"==(#if ((IW_TAIL - 16) & 0b100) == 0b100 )==" "\n" |
132 | R"==(block_read_src(4, ((ushort *)&AAA) + ((IW_TAIL - 16) & 0b1000), )==" "\n" |
133 | R"==((const __global ushort )==" "\n" |
134 | R"==(*)(&src[(16 + ((IW_TAIL - 16) & 0b1000)) )==" "\n" |
135 | R"==(* G]), )==" "\n" |
136 | R"==(g); )==" "\n" |
137 | R"==(#endif )==" "\n" |
138 | R"==(#if ((IW_TAIL - 16) & 0b10) == 0b10 )==" "\n" |
139 | R"==(block_read_src(2, ((ushort *)&AAA) + ((IW_TAIL - 16) & 0b1100), )==" "\n" |
140 | R"==((const __global ushort )==" "\n" |
141 | R"==(*)(&src[(16 + ((IW_TAIL - 16) & 0b1100)) )==" "\n" |
142 | R"==(* G]), )==" "\n" |
143 | R"==(g); )==" "\n" |
144 | R"==(#endif )==" "\n" |
145 | R"==(#if ((IW_TAIL - 16) & 0b1) == 0b1 )==" "\n" |
146 | R"==(block_read_src(1, ((ushort *)&AAA) + ((IW_TAIL - 16) & 0b1110), )==" "\n" |
147 | R"==((const __global ushort )==" "\n" |
148 | R"==(*)(&src[(16 + ((IW_TAIL - 16) & 0b1110)) )==" "\n" |
149 | R"==(* G]), )==" "\n" |
150 | R"==(g); )==" "\n" |
151 | R"==(#endif )==" "\n" |
152 | R"==(#else )==" "\n" |
153 | R"==(#if ((IW_TAIL - PWX) & 0b1000) == 0b1000 )==" "\n" |
154 | R"==(block_read_src(8, ((ushort *)&AA) + PWX, )==" "\n" |
155 | R"==((const __global ushort *)(&src[(PWX)*G]), g); )==" "\n" |
156 | R"==(#endif )==" "\n" |
157 | R"==(#if ((IW_TAIL - PWX) & 0b100) == 0b100 )==" "\n" |
158 | R"==(block_read_src(4, )==" "\n" |
159 | R"==(((ushort *)&AA) + PWX + ((IW_TAIL - PWX) & 0b1000), )==" "\n" |
160 | R"==((const __global ushort )==" "\n" |
161 | R"==(*)(&src[(PWX )==" "\n" |
162 | R"==(+ ((IW_TAIL - PWX) )==" "\n" |
163 | R"==(& 0b1000)) )==" "\n" |
164 | R"==(* G]), )==" "\n" |
165 | R"==(g); )==" "\n" |
166 | R"==(#endif )==" "\n" |
167 | R"==(#if ((IW_TAIL - PWX) & 0b10) == 0b10 )==" "\n" |
168 | R"==(block_read_src(2, )==" "\n" |
169 | R"==(((ushort *)&AA) + PWX + ((IW_TAIL - PWX) & 0b1100), )==" "\n" |
170 | R"==((const __global ushort )==" "\n" |
171 | R"==(*)(&src[(PWX )==" "\n" |
172 | R"==(+ ((IW_TAIL - PWX) )==" "\n" |
173 | R"==(& 0b1100)) )==" "\n" |
174 | R"==(* G]), )==" "\n" |
175 | R"==(g); )==" "\n" |
176 | R"==(#endif )==" "\n" |
177 | R"==(#if ((IW_TAIL - PWX) & 0b1) == 0b1 )==" "\n" |
178 | R"==(block_read_src(1, )==" "\n" |
179 | R"==(((ushort *)&AA) + PWX + ((IW_TAIL - PWX) & 0b1110), )==" "\n" |
180 | R"==((const __global ushort )==" "\n" |
181 | R"==(*)(&src[(PWX )==" "\n" |
182 | R"==(+ ((IW_TAIL - PWX) )==" "\n" |
183 | R"==(& 0b1110)) )==" "\n" |
184 | R"==(* G]), )==" "\n" |
185 | R"==(g); )==" "\n" |
186 | R"==(#endif )==" "\n" |
187 | R"==(#endif )==" "\n" |
188 | R"==(} else { )==" "\n" |
189 | R"==(#endif )==" "\n" |
190 | R"==(#if SW == 1 )==" "\n" |
191 | R"==(#define READ_BLOCK (OW_BLOCK + KW - 1 - PWX) )==" "\n" |
192 | R"==(if (iw >= 0) { )==" "\n" |
193 | R"==(block_read_src(1, ((ushort *)&AA) + 0, )==" "\n" |
194 | R"==((const __global ushort *)(&src[0 * G]), g); )==" "\n" |
195 | R"==(#if PW >= 2 )==" "\n" |
196 | R"==(block_read_src(1, ((ushort *)&AA) + 1, )==" "\n" |
197 | R"==((const __global ushort *)(&src[1 * G]), g); )==" "\n" |
198 | R"==(#endif )==" "\n" |
199 | R"==(#if PW >= 3 )==" "\n" |
200 | R"==(block_read_src(1, ((ushort *)&AA) + 2, )==" "\n" |
201 | R"==((const __global ushort *)(&src[2 * G]), g); )==" "\n" |
202 | R"==(#endif )==" "\n" |
203 | R"==(} )==" "\n" |
204 | R"==(#if (READ_BLOCK & 0b1000) == 0b1000 )==" "\n" |
205 | R"==(block_read_src(8, ((ushort *)&AA) + PWX, )==" "\n" |
206 | R"==((const __global ushort *)(&src[(PWX)*G]), g); )==" "\n" |
207 | R"==(#endif )==" "\n" |
208 | R"==(#if (READ_BLOCK & 0b100) == 0b100 )==" "\n" |
209 | R"==(block_read_src(4, ((ushort *)&AA) + PWX + (READ_BLOCK & 0b1000), )==" "\n" |
210 | R"==((const __global ushort )==" "\n" |
211 | R"==(*)(&src[(PWX + (READ_BLOCK & 0b1000)) )==" "\n" |
212 | R"==(* G]), )==" "\n" |
213 | R"==(g); )==" "\n" |
214 | R"==(#endif )==" "\n" |
215 | R"==(#if (READ_BLOCK & 0b10) == 0b10 )==" "\n" |
216 | R"==(block_read_src(2, ((ushort *)&AA) + PWX + (READ_BLOCK & 0b1100), )==" "\n" |
217 | R"==((const __global ushort )==" "\n" |
218 | R"==(*)(&src[(PWX + (READ_BLOCK & 0b1100)) )==" "\n" |
219 | R"==(* G]), )==" "\n" |
220 | R"==(g); )==" "\n" |
221 | R"==(#endif )==" "\n" |
222 | R"==(#if (READ_BLOCK & 0b1) == 0b1 )==" "\n" |
223 | R"==(block_read_src(1, ((ushort *)&AA) + PWX + (READ_BLOCK & 0b1110), )==" "\n" |
224 | R"==((const __global ushort )==" "\n" |
225 | R"==(*)(&src[(PWX + (READ_BLOCK & 0b1110)) )==" "\n" |
226 | R"==(* G]), )==" "\n" |
227 | R"==(g); )==" "\n" |
228 | R"==(#endif )==" "\n" |
229 | R"==(#elif SW == 2 )==" "\n" |
230 | R"==(#if OW_BLOCK + KW - 1 >= 8 )==" "\n" |
231 | R"==(#define READ_BLOCK (2 * (OW_BLOCK) + KW - 1) )==" "\n" |
232 | R"==(if (iw >= 0) { )==" "\n" |
233 | R"==(block_read_src(16, (ushort *)&AA, )==" "\n" |
234 | R"==((const __global ushort *)(&src[0 * G]), g); )==" "\n" |
235 | R"==(} else { )==" "\n" |
236 | R"==(#if PW == 0 )==" "\n" |
237 | R"==(block_read_src(16, (ushort *)&AA, )==" "\n" |
238 | R"==((const __global ushort *)(&src[0 * G]), g); )==" "\n" |
239 | R"==(#elif PW == 2 )==" "\n" |
240 | R"==(block_read_src(8, ((ushort *)&AA) + 2, )==" "\n" |
241 | R"==((const __global ushort *)(&src[(PW)*G]), g); )==" "\n" |
242 | R"==(block_read_src(4, ((ushort *)&AA) + 10, )==" "\n" |
243 | R"==((const __global ushort *)(&src[(PW + 8) * G]), g); )==" "\n" |
244 | R"==(block_read_src(2, ((ushort *)&AA) + 14, )==" "\n" |
245 | R"==((const __global ushort *)(&src[(PW + 12) * G]), g); )==" "\n" |
246 | R"==(#elif PW == 3 )==" "\n" |
247 | R"==(block_read_src(8, ((ushort *)&AA) + 3, )==" "\n" |
248 | R"==((const __global ushort *)(&src[(PW)*G]), g); )==" "\n" |
249 | R"==(block_read_src(4, ((ushort *)&AA) + 11, )==" "\n" |
250 | R"==((const __global ushort *)(&src[(PW + 8) * G]), g); )==" "\n" |
251 | R"==(block_read_src(1, ((ushort *)&AA) + 15, )==" "\n" |
252 | R"==((const __global ushort *)(&src[(PW + 12) * G]), g); )==" "\n" |
253 | R"==(#else )==" "\n" |
254 | R"==(block_read_src(8, ((ushort *)&AA) + 1, )==" "\n" |
255 | R"==((const __global ushort *)(&src[(PW)*G]), g); )==" "\n" |
256 | R"==(block_read_src(4, ((ushort *)&AA) + 9, )==" "\n" |
257 | R"==((const __global ushort *)(&src[(PW + 8) * G]), g); )==" "\n" |
258 | R"==(block_read_src(2, ((ushort *)&AA) + 13, )==" "\n" |
259 | R"==((const __global ushort *)(&src[(PW + 12) * G]), g); )==" "\n" |
260 | R"==(block_read_src(1, ((ushort *)&AA) + 15, )==" "\n" |
261 | R"==((const __global ushort *)(&src[(PW + 14) * G]), g); )==" "\n" |
262 | R"==(#endif )==" "\n" |
263 | R"==(} )==" "\n" |
264 | R"==(#if ((READ_BLOCK - 16) & 0b1000) == 0b1000 )==" "\n" |
265 | R"==(block_read_src(8, ((ushort *)&AAA), )==" "\n" |
266 | R"==((const __global ushort *)(&src[(16) * G]), g); )==" "\n" |
267 | R"==(#endif )==" "\n" |
268 | R"==(#if ((READ_BLOCK - 16) & 0b100) == 0b100 )==" "\n" |
269 | R"==(block_read_src(4, ((ushort *)&AAA) + ((READ_BLOCK - 16) & 0b1000), )==" "\n" |
270 | R"==((const __global ushort )==" "\n" |
271 | R"==(*)(&src[(16 + ((READ_BLOCK - 16) & 0b1000)) )==" "\n" |
272 | R"==(* G]), )==" "\n" |
273 | R"==(g); )==" "\n" |
274 | R"==(#endif )==" "\n" |
275 | R"==(#if ((READ_BLOCK - 16) & 0b10) == 0b10 )==" "\n" |
276 | R"==(block_read_src(2, ((ushort *)&AAA) + ((READ_BLOCK - 16) & 0b1100), )==" "\n" |
277 | R"==((const __global ushort )==" "\n" |
278 | R"==(*)(&src[(16 + ((READ_BLOCK - 16) & 0b1100)) )==" "\n" |
279 | R"==(* G]), )==" "\n" |
280 | R"==(g); )==" "\n" |
281 | R"==(#endif )==" "\n" |
282 | R"==(#if ((READ_BLOCK - 16) & 0b1) == 0b1 )==" "\n" |
283 | R"==(block_read_src(1, ((ushort *)&AAA) + ((READ_BLOCK - 16) & 0b1110), )==" "\n" |
284 | R"==((const __global ushort )==" "\n" |
285 | R"==(*)(&src[(16 + ((READ_BLOCK - 16) & 0b1110)) )==" "\n" |
286 | R"==(* G]), )==" "\n" |
287 | R"==(g); )==" "\n" |
288 | R"==(#endif )==" "\n" |
289 | R"==(#else )==" "\n" |
290 | R"==(#define READ_BLOCK (2 * (OW_BLOCK) + KW - 1 - PWX) )==" "\n" |
291 | R"==(if (iw >= 0) { )==" "\n" |
292 | R"==(block_read_src(1, ((ushort *)&AA) + 0, )==" "\n" |
293 | R"==((const __global ushort *)(&src[0 * G]), g); )==" "\n" |
294 | R"==(#if PW >= 2 )==" "\n" |
295 | R"==(block_read_src(1, ((ushort *)&AA) + 1, )==" "\n" |
296 | R"==((const __global ushort *)(&src[1 * G]), g); )==" "\n" |
297 | R"==(#endif )==" "\n" |
298 | R"==(#if PW >= 3 )==" "\n" |
299 | R"==(block_read_src(1, ((ushort *)&AA) + 2, )==" "\n" |
300 | R"==((const __global ushort *)(&src[2 * G]), g); )==" "\n" |
301 | R"==(#endif )==" "\n" |
302 | R"==(} )==" "\n" |
303 | R"==(#if (READ_BLOCK & 0b1000) == 0b1000 )==" "\n" |
304 | R"==(block_read_src(8, ((ushort *)&AA) + PWX, )==" "\n" |
305 | R"==((const __global ushort *)(&src[(PWX)*G]), g); )==" "\n" |
306 | R"==(#endif )==" "\n" |
307 | R"==(#if (READ_BLOCK & 0b100) == 0b100 )==" "\n" |
308 | R"==(block_read_src(4, ((ushort *)&AA) + PWX + (READ_BLOCK & 0b1000), )==" "\n" |
309 | R"==((const __global ushort )==" "\n" |
310 | R"==(*)(&src[(PWX + (READ_BLOCK & 0b1000)) * G]), )==" "\n" |
311 | R"==(g); )==" "\n" |
312 | R"==(#endif )==" "\n" |
313 | R"==(#if (READ_BLOCK & 0b10) == 0b10 )==" "\n" |
314 | R"==(block_read_src(2, ((ushort *)&AA) + PWX + (READ_BLOCK & 0b1100), )==" "\n" |
315 | R"==((const __global ushort )==" "\n" |
316 | R"==(*)(&src[(PWX + (READ_BLOCK & 0b1100)) * G]), )==" "\n" |
317 | R"==(g); )==" "\n" |
318 | R"==(#endif )==" "\n" |
319 | R"==(#if (READ_BLOCK & 0b1) == 0b1 )==" "\n" |
320 | R"==(block_read_src(2, ((ushort *)&AA) + PWX + (READ_BLOCK & 0b1110), )==" "\n" |
321 | R"==((const __global ushort )==" "\n" |
322 | R"==(*)(&src[(PWX + (READ_BLOCK & 0b1110)) * G]), )==" "\n" |
323 | R"==(g); )==" "\n" |
324 | R"==(#endif )==" "\n" |
325 | R"==(#endif )==" "\n" |
326 | R"==(#endif )==" "\n" |
327 | R"==(#if OW % (SW * OW_BLOCK) + KW - 1 >= SW - 1 + PW )==" "\n" |
328 | R"==(} )==" "\n" |
329 | R"==(#endif )==" "\n" |
330 | R"==(#if OW > OWX )==" "\n" |
331 | R"==(if (iw + READ_BLOCK > IW) { )==" "\n" |
332 | R"==(if (iw < IW) { )==" "\n" |
333 | R"==(for (int i = IW - iw; i < READ_BLOCK; i++) { )==" "\n" |
334 | R"==(if (i < 16) { )==" "\n" |
335 | R"==(((ushort *)&AA)[i] = 0; )==" "\n" |
336 | R"==(} )==" "\n" |
337 | R"==(#if SW == 2 )==" "\n" |
338 | R"==(else { )==" "\n" |
339 | R"==(((ushort *)&AAA)[i - 16] = 0; )==" "\n" |
340 | R"==(} )==" "\n" |
341 | R"==(#endif )==" "\n" |
342 | R"==(} )==" "\n" |
343 | R"==(} else { )==" "\n" |
344 | R"==(AA = 0; )==" "\n" |
345 | R"==(#if SW == 2 )==" "\n" |
346 | R"==(AAA = 0; )==" "\n" |
347 | R"==(#endif )==" "\n" |
348 | R"==(} )==" "\n" |
349 | R"==(} )==" "\n" |
350 | R"==(#endif )==" "\n" |
351 | R"==(ushort4 WW = 0; )==" "\n" |
352 | R"==(#if KW > 4 )==" "\n" |
353 | R"==(#error "Wrong KW" )==" "\n" |
354 | R"==(#endif )==" "\n" |
355 | R"==(#if KW == 4 )==" "\n" |
356 | R"==(WW = intel_sub_group_block_read_us4((const __global ushort *)wei); )==" "\n" |
357 | R"==(#endif )==" "\n" |
358 | R"==(#if KW == 3 )==" "\n" |
359 | R"==(WW.s01 = intel_sub_group_block_read_us2( )==" "\n" |
360 | R"==((const __global ushort *)wei); )==" "\n" |
361 | R"==(WW.s2 = intel_sub_group_block_read_us( )==" "\n" |
362 | R"==((const __global ushort *)wei + OC_BLOCK); )==" "\n" |
363 | R"==(#endif )==" "\n" |
364 | R"==(#if KW == 2 )==" "\n" |
365 | R"==(WW.s01 = intel_sub_group_block_read_us2( )==" "\n" |
366 | R"==((const __global ushort *)wei); )==" "\n" |
367 | R"==(#endif )==" "\n" |
368 | R"==(#if KW == 1 )==" "\n" |
369 | R"==(WW.s0 = intel_sub_group_block_read_us((const __global ushort *)wei); )==" "\n" |
370 | R"==(#endif )==" "\n" |
371 | R"==(SRC_DATA16_T A0 = 0, A1 = 0; )==" "\n" |
372 | R"==(A0.s01234567 = AS_SRC_DATA16_T(AA.s01234567).s02468ace; )==" "\n" |
373 | R"==(A0.s89abcdef = AS_SRC_DATA16_T(AA.s89abcdef).s02468ace; )==" "\n" |
374 | R"==(A1.s01234567 = AS_SRC_DATA16_T(AA.s01234567).s13579bdf; )==" "\n" |
375 | R"==(A1.s89abcdef = AS_SRC_DATA16_T(AA.s89abcdef).s13579bdf; )==" "\n" |
376 | R"==(#if SW == 2 )==" "\n" |
377 | R"==(SRC_DATA16_T right0, right1; )==" "\n" |
378 | R"==(right0.s01234567 = AS_SRC_DATA16_T(AAA.s01234567).s02468ace; )==" "\n" |
379 | R"==(right0.s89abcdef = AS_SRC_DATA16_T(AAA.s89abcdef).s02468ace; )==" "\n" |
380 | R"==(right1.s01234567 = AS_SRC_DATA16_T(AAA.s01234567).s13579bdf; )==" "\n" |
381 | R"==(right1.s89abcdef = AS_SRC_DATA16_T(AAA.s89abcdef).s13579bdf; )==" "\n" |
382 | R"==(#else )==" "\n" |
383 | R"==(#if OW_BLOCK >= 14 )==" "\n" |
384 | R"==(SRC_DATA_T right0, right1; )==" "\n" |
385 | R"==(right0 = AS_SRC_DATA2_T(AAA).s0; )==" "\n" |
386 | R"==(right1 = AS_SRC_DATA2_T(AAA).s1; )==" "\n" |
387 | R"==(#endif )==" "\n" |
388 | R"==(#endif )==" "\n" |
389 | R"==(char8 W = as_char8(WW); )==" "\n" |
390 | R"==(#if SW == 1 )==" "\n" |
391 | R"==(S0.s0 = idot4(A0.s0123, W.s0246, S0.s0); )==" "\n" |
392 | R"==(#if OW_BLOCK >= 2 )==" "\n" |
393 | R"==(S0.s2 = idot4(A0.s1234, W.s0246, S0.s2); )==" "\n" |
394 | R"==(#endif )==" "\n" |
395 | R"==(#if OW_BLOCK >= 3 )==" "\n" |
396 | R"==(S0.s4 = idot4(A0.s2345, W.s0246, S0.s4); )==" "\n" |
397 | R"==(#endif )==" "\n" |
398 | R"==(#if OW_BLOCK >= 4 )==" "\n" |
399 | R"==(S0.s6 = idot4(A0.s3456, W.s0246, S0.s6); )==" "\n" |
400 | R"==(#endif )==" "\n" |
401 | R"==(#if OW_BLOCK >= 5 )==" "\n" |
402 | R"==(S0.s8 = idot4(A0.s4567, W.s0246, S0.s8); )==" "\n" |
403 | R"==(#endif )==" "\n" |
404 | R"==(#if OC_BLOCK >= 6 )==" "\n" |
405 | R"==(S0.sa = idot4(A0.s5678, W.s0246, S0.sa); )==" "\n" |
406 | R"==(#endif )==" "\n" |
407 | R"==(#if OW_BLOCK >= 7 )==" "\n" |
408 | R"==(S0.sc = idot4(A0.s6789, W.s0246, S0.sc); )==" "\n" |
409 | R"==(#endif )==" "\n" |
410 | R"==(#if OW_BLOCK >= 8 )==" "\n" |
411 | R"==(S0.se = idot4(A0.s789a, W.s0246, S0.se); )==" "\n" |
412 | R"==(#endif )==" "\n" |
413 | R"==(#if OW_BLOCK >= 9 )==" "\n" |
414 | R"==(S1.s0 = idot4(A0.s89ab, W.s0246, S1.s0); )==" "\n" |
415 | R"==(#endif )==" "\n" |
416 | R"==(#if OW_BLOCK >= 10 )==" "\n" |
417 | R"==(S1.s2 = idot4(A0.s9abc, W.s0246, S1.s2); )==" "\n" |
418 | R"==(#endif )==" "\n" |
419 | R"==(#if OW_BLOCK >= 11 )==" "\n" |
420 | R"==(S1.s4 = idot4(A0.sabcd, W.s0246, S1.s4); )==" "\n" |
421 | R"==(#endif )==" "\n" |
422 | R"==(#if OW_BLOCK >= 12 )==" "\n" |
423 | R"==(S1.s6 = idot4(A0.sbcde, W.s0246, S1.s6); )==" "\n" |
424 | R"==(#endif )==" "\n" |
425 | R"==(#if OW_BLOCK >= 13 )==" "\n" |
426 | R"==(S1.s8 = idot4(A0.scdef, W.s0246, S1.s8); )==" "\n" |
427 | R"==(#endif )==" "\n" |
428 | R"==(#if OW_BLOCK >= 14 )==" "\n" |
429 | R"==(S1.sa = idot4((SRC_DATA4_T)(A0.sde, A0.sf, right0), W.s0246, S1.sa); )==" "\n" |
430 | R"==(#endif )==" "\n" |
431 | R"==(#if OW_BLOCK >= 15 )==" "\n" |
432 | R"==(S1.sc = idot4( )==" "\n" |
433 | R"==((SRC_DATA4_T)(A0.sef, right0, right1), W.s0246, S1.sc); )==" "\n" |
434 | R"==(#endif )==" "\n" |
435 | R"==(S0.s1 = idot4(A1.s0123, W.s1357, S0.s1); )==" "\n" |
436 | R"==(#if OW_BLOCK >= 2 )==" "\n" |
437 | R"==(S0.s3 = idot4(A1.s1234, W.s1357, S0.s3); )==" "\n" |
438 | R"==(#endif )==" "\n" |
439 | R"==(#if OW_BLOCK >= 3 )==" "\n" |
440 | R"==(S0.s5 = idot4(A1.s2345, W.s1357, S0.s5); )==" "\n" |
441 | R"==(#endif )==" "\n" |
442 | R"==(#if OW_BLOCK >= 4 )==" "\n" |
443 | R"==(S0.s7 = idot4(A1.s3456, W.s1357, S0.s7); )==" "\n" |
444 | R"==(#endif )==" "\n" |
445 | R"==(#if OW_BLOCK >= 5 )==" "\n" |
446 | R"==(S0.s9 = idot4(A1.s4567, W.s1357, S0.s9); )==" "\n" |
447 | R"==(#endif )==" "\n" |
448 | R"==(#if OW_BLOCK >= 6 )==" "\n" |
449 | R"==(S0.sb = idot4(A1.s5678, W.s1357, S0.sb); )==" "\n" |
450 | R"==(#endif )==" "\n" |
451 | R"==(#if OW_BLOCK >= 7 )==" "\n" |
452 | R"==(S0.sd = idot4(A1.s6789, W.s1357, S0.sd); )==" "\n" |
453 | R"==(#endif )==" "\n" |
454 | R"==(#if OW_BLOCK >= 8 )==" "\n" |
455 | R"==(S0.sf = idot4(A1.s789a, W.s1357, S0.sf); )==" "\n" |
456 | R"==(#endif )==" "\n" |
457 | R"==(#if OW_BLOCK >= 9 )==" "\n" |
458 | R"==(S1.s1 = idot4(A1.s89ab, W.s1357, S1.s1); )==" "\n" |
459 | R"==(#endif )==" "\n" |
460 | R"==(#if OW_BLOCK >= 10 )==" "\n" |
461 | R"==(S1.s3 = idot4(A1.s9abc, W.s1357, S1.s3); )==" "\n" |
462 | R"==(#endif )==" "\n" |
463 | R"==(#if OW_BLOCK >= 11 )==" "\n" |
464 | R"==(S1.s5 = idot4(A1.sabcd, W.s1357, S1.s5); )==" "\n" |
465 | R"==(#endif )==" "\n" |
466 | R"==(#if OW_BLOCK >= 12 )==" "\n" |
467 | R"==(S1.s7 = idot4(A1.sbcde, W.s1357, S1.s7); )==" "\n" |
468 | R"==(#endif )==" "\n" |
469 | R"==(#if OW_BLOCK >= 13 )==" "\n" |
470 | R"==(S1.s9 = idot4(A1.scdef, W.s1357, S1.s9); )==" "\n" |
471 | R"==(#endif )==" "\n" |
472 | R"==(#if OW_BLOCK >= 14 )==" "\n" |
473 | R"==(S1.sb = idot4((SRC_DATA4_T)(A1.sde, A1.sf, 0), W.s1357, S1.sb); )==" "\n" |
474 | R"==(#endif )==" "\n" |
475 | R"==(#if OW_BLOCK >= 15 )==" "\n" |
476 | R"==(S1.sd = idot4((SRC_DATA4_T)(A1.sef, right1, 0), W.s1357, S1.sd); )==" "\n" |
477 | R"==(#endif )==" "\n" |
478 | R"==(#elif SW == 2 )==" "\n" |
479 | R"==(S0.s0 = idot4(A0.s0123, W.s0246, S0.s0); )==" "\n" |
480 | R"==(#if OW_BLOCK >= 2 )==" "\n" |
481 | R"==(S0.s2 = idot4(A0.s2345, W.s0246, S0.s2); )==" "\n" |
482 | R"==(#endif )==" "\n" |
483 | R"==(#if OW_BLOCK >= 3 )==" "\n" |
484 | R"==(S0.s4 = idot4(A0.s4567, W.s0246, S0.s4); )==" "\n" |
485 | R"==(#endif )==" "\n" |
486 | R"==(#if OW_BLOCK >= 4 )==" "\n" |
487 | R"==(S0.s6 = idot4(A0.s6789, W.s0246, S0.s6); )==" "\n" |
488 | R"==(#endif )==" "\n" |
489 | R"==(#if OW_BLOCK >= 5 )==" "\n" |
490 | R"==(S0.s8 = idot4(A0.s89ab, W.s0246, S0.s8); )==" "\n" |
491 | R"==(#endif )==" "\n" |
492 | R"==(#if OW_BLOCK >= 6 )==" "\n" |
493 | R"==(S0.sa = idot4(A0.sabcd, W.s0246, S0.sa); )==" "\n" |
494 | R"==(#endif )==" "\n" |
495 | R"==(#if OW_BLOCK >= 7 )==" "\n" |
496 | R"==(S0.sc = idot4(A0.scdef, W.s0246, S0.sc); )==" "\n" |
497 | R"==(#endif )==" "\n" |
498 | R"==(#if OW_BLOCK >= 8 )==" "\n" |
499 | R"==(S0.se = idot4((SRC_DATA4_T)(A0.sef, right0.s0, right0.s1), W.s0246, )==" "\n" |
500 | R"==(S0.se); )==" "\n" |
501 | R"==(#endif )==" "\n" |
502 | R"==(#if OW_BLOCK >= 9 )==" "\n" |
503 | R"==(S1.s0 = idot4(right0.s0123, W.s0246, S1.s0); )==" "\n" |
504 | R"==(#endif )==" "\n" |
505 | R"==(#if OW_BLOCK >= 10 )==" "\n" |
506 | R"==(S1.s2 = idot4(right0.s2345, W.s0246, S1.s2); )==" "\n" |
507 | R"==(#endif )==" "\n" |
508 | R"==(#if OW_BLOCK >= 11 )==" "\n" |
509 | R"==(S1.s4 = idot4(right0.s4567, W.s0246, S1.s4); )==" "\n" |
510 | R"==(#endif )==" "\n" |
511 | R"==(#if OW_BLOCK >= 12 )==" "\n" |
512 | R"==(S1.s6 = idot4(right0.s6789, W.s0246, S1.s6); )==" "\n" |
513 | R"==(#endif )==" "\n" |
514 | R"==(#if OW_BLOCK >= 13 )==" "\n" |
515 | R"==(S1.s8 = idot4(right0.s89ab, W.s0246, S1.s8); )==" "\n" |
516 | R"==(#endif )==" "\n" |
517 | R"==(#if OW_BLOCK >= 14 )==" "\n" |
518 | R"==(S1.sa = idot4(right0.sabcd, W.s0246, S1.sa); )==" "\n" |
519 | R"==(#endif )==" "\n" |
520 | R"==(#if OW_BLOCK >= 15 )==" "\n" |
521 | R"==(S1.sc = idot4(right0.scdef, W.s0246, S1.sc); )==" "\n" |
522 | R"==(#endif )==" "\n" |
523 | R"==(S0.s1 = idot4(A1.s0123, W.s1357, S0.s1); )==" "\n" |
524 | R"==(#if OW_BLOCK >= 2 )==" "\n" |
525 | R"==(S0.s3 = idot4(A1.s2345, W.s1357, S0.s3); )==" "\n" |
526 | R"==(#endif )==" "\n" |
527 | R"==(#if OW_BLOCK >= 3 )==" "\n" |
528 | R"==(S0.s5 = idot4(A1.s4567, W.s1357, S0.s5); )==" "\n" |
529 | R"==(#endif )==" "\n" |
530 | R"==(#if OW_BLOCK >= 4 )==" "\n" |
531 | R"==(S0.s7 = idot4(A1.s6789, W.s1357, S0.s7); )==" "\n" |
532 | R"==(#endif )==" "\n" |
533 | R"==(#if OW_BLOCK >= 5 )==" "\n" |
534 | R"==(S0.s9 = idot4(A1.s89ab, W.s1357, S0.s9); )==" "\n" |
535 | R"==(#endif )==" "\n" |
536 | R"==(#if OW_BLOCK >= 6 )==" "\n" |
537 | R"==(S0.sb = idot4(A1.sabcd, W.s1357, S0.sb); )==" "\n" |
538 | R"==(#endif )==" "\n" |
539 | R"==(#if OW_BLOCK >= 7 )==" "\n" |
540 | R"==(S0.sd = idot4(A1.scdef, W.s1357, S0.sd); )==" "\n" |
541 | R"==(#endif )==" "\n" |
542 | R"==(#if OW_BLOCK >= 8 )==" "\n" |
543 | R"==(S0.sf = idot4((SRC_DATA4_T)(A1.sef, right1.s0, right1.s1), W.s1357, )==" "\n" |
544 | R"==(S0.sf); )==" "\n" |
545 | R"==(#endif )==" "\n" |
546 | R"==(#if OW_BLOCK >= 9 )==" "\n" |
547 | R"==(S1.s1 = idot4(right1.s0123, W.s1357, S1.s1); )==" "\n" |
548 | R"==(#endif )==" "\n" |
549 | R"==(#if OW_BLOCK >= 10 )==" "\n" |
550 | R"==(S1.s3 = idot4(right1.s2345, W.s1357, S1.s3); )==" "\n" |
551 | R"==(#endif )==" "\n" |
552 | R"==(#if OW_BLOCK >= 11 )==" "\n" |
553 | R"==(S1.s5 = idot4(right1.s4567, W.s1357, S1.s5); )==" "\n" |
554 | R"==(#endif )==" "\n" |
555 | R"==(#if OW_BLOCK >= 12 )==" "\n" |
556 | R"==(S1.s7 = idot4(right1.s6789, W.s1357, S1.s7); )==" "\n" |
557 | R"==(#endif )==" "\n" |
558 | R"==(#if OW_BLOCK >= 13 )==" "\n" |
559 | R"==(S1.s9 = idot4(right1.s89ab, W.s1357, S1.s9); )==" "\n" |
560 | R"==(#endif )==" "\n" |
561 | R"==(#if OW_BLOCK >= 14 )==" "\n" |
562 | R"==(S1.sb = idot4(right1.sabcd, W.s1357, S1.sb); )==" "\n" |
563 | R"==(#endif )==" "\n" |
564 | R"==(#if OW_BLOCK >= 15 )==" "\n" |
565 | R"==(S1.sd = idot4(right1.scdef, W.s1357, S1.sd); )==" "\n" |
566 | R"==(#endif )==" "\n" |
567 | R"==(#else )==" "\n" |
568 | R"==(#error )==" "\n" |
569 | R"==(#endif )==" "\n" |
570 | R"==(src += G * IW * (1 + DH); )==" "\n" |
571 | R"==(wei += OC_BLOCK * KW; )==" "\n" |
572 | R"==(} )==" "\n" |
573 | R"==(src += G * IW * (IH * (1 + DD) - KH * (1 + DH)); )==" "\n" |
574 | R"==(} )==" "\n" |
575 | R"==(#if WITH_BIAS || (WITH_POST_OP && !SUM_SCALE1 || SCALES_PER_OC || SCALES_COMMON) )==" "\n" |
576 | R"==(float16 tmp00 = convert_float16(S0); )==" "\n" |
577 | R"==(float16 tmp01 = convert_float16(S1); )==" "\n" |
578 | R"==(#if WITH_BIAS )==" "\n" |
579 | R"==(float2 B; )==" "\n" |
580 | R"==(B.s0 = bias[g + 2 * sglid]; )==" "\n" |
581 | R"==(B.s1 = bias[g + 2 * sglid + 1]; )==" "\n" |
582 | R"==(tmp00 += convert_float16(B.s0101010101010101); )==" "\n" |
583 | R"==(tmp01 += convert_float16(B.s0101010101010101); )==" "\n" |
584 | R"==(#endif )==" "\n" |
585 | R"==(tmp00 *= SCALE; )==" "\n" |
586 | R"==(tmp01 *= SCALE; )==" "\n" |
587 | R"==(#define ACC_DATA_TYPE float )==" "\n" |
588 | R"==(#define ACC0 tmp00 )==" "\n" |
589 | R"==(#define ACC1 tmp01 )==" "\n" |
590 | R"==(#else )==" "\n" |
591 | R"==(#define ACC_DATA_TYPE int )==" "\n" |
592 | R"==(#define ACC0 S0 )==" "\n" |
593 | R"==(#define ACC1 S1 )==" "\n" |
594 | R"==(#endif )==" "\n" |
595 | R"==(DST_DATA16_T D0 = 0; )==" "\n" |
596 | R"==(DST_DATA16_T D1 = 0; )==" "\n" |
597 | R"==(#if WITH_SUM )==" "\n" |
598 | R"==(if (OW_TAIL != 0 && ow + OW_BLOCK >= OW) { )==" "\n" |
599 | R"==(block_read_dst(min(8, OW_TAIL), &D0, dst, g); )==" "\n" |
600 | R"==(block_read_dst(OW_TAIL - 8, &D1, dst + 8 * G, g); )==" "\n" |
601 | R"==(} else { )==" "\n" |
602 | R"==(block_read_dst(min(8, OW_BLOCK), &D0, dst, g); )==" "\n" |
603 | R"==(block_read_dst(OW_BLOCK - 8, &D1, dst + 8 * G, g); )==" "\n" |
604 | R"==(} )==" "\n" |
605 | R"==(#endif )==" "\n" |
606 | R"==(SUM_DATA16_T D0_sdt = AS_SUM_DATA16_T(D0); )==" "\n" |
607 | R"==(SUM_DATA16_T D1_sdt = AS_SUM_DATA16_T(D1); )==" "\n" |
608 | R"==(#define APPLY_POST_OPS_COMMON(accumulator, sum, offset) \ )==" "\n" |
609 | R"==({ \ )==" "\n" |
610 | R"==(for (int didx = 0; didx < 16; ++didx) { \ )==" "\n" |
611 | R"==(int po_mb = mb; \ )==" "\n" |
612 | R"==(int po_oc = g * OC + 2 * get_sub_group_local_id() + (didx % 2); \ )==" "\n" |
613 | R"==(ACC_DATA_TYPE accum = accumulator[didx]; \ )==" "\n" |
614 | R"==(SUM_DATA_T sum_di = sum[didx]; \ )==" "\n" |
615 | R"==(APPLY_POST_OPS_SERIAL_BINARY_2D(accum, ACC_DATA_TYPE, sum_di, \ )==" "\n" |
616 | R"==(SUM_DATA_T, po_mb, 1, po_oc, 1); \ )==" "\n" |
617 | R"==(accumulator[didx] = accum; \ )==" "\n" |
618 | R"==(} \ )==" "\n" |
619 | R"==(} )==" "\n" |
620 | R"==(APPLY_POST_OPS_COMMON(ACC0, D0_sdt, 0); )==" "\n" |
621 | R"==(APPLY_POST_OPS_COMMON(ACC1, D1_sdt, 8); )==" "\n" |
622 | R"==(DST_DATA16_T R0 = CONVERT_DST_DATA16_T(ACC0); )==" "\n" |
623 | R"==(DST_DATA16_T R1 = CONVERT_DST_DATA16_T(ACC1); )==" "\n" |
624 | R"==(if (OW_TAIL != 0 && ow + OW_BLOCK > OW) { )==" "\n" |
625 | R"==(block_write_dst(min(8, OW_TAIL), &R0, dst, g); )==" "\n" |
626 | R"==(block_write_dst(OW_TAIL - 8, &R1, dst + 8 * G, g); )==" "\n" |
627 | R"==(} else { )==" "\n" |
628 | R"==(block_write_dst(min(8, OW_BLOCK), &R0, dst, g); )==" "\n" |
629 | R"==(block_write_dst(OW_BLOCK - 8, &R1, dst + 8 * G, g); )==" "\n" |
630 | R"==(} )==" "\n" |
631 | R"==(} )==" "\n" |
632 | R"==(void block_read_dst( )==" "\n" |
633 | R"==(int n, DST_DATA_T *d, const __global DST_DATA_T *dst, const int g) { )==" "\n" |
634 | R"==(int sglid = get_sub_group_local_id(); )==" "\n" |
635 | R"==(#if DST_DT_S8 || DST_DT_U8 )==" "\n" |
636 | R"==(__attribute__((opencl_unroll_hint)) )==" "\n" |
637 | R"==(for (int i = 0; i < n; i++) { )==" "\n" |
638 | R"==(const int gtail = (g + OC_BLOCK) <= G ? G : G % OC_BLOCK; )==" "\n" |
639 | R"==(if (2 * sglid < gtail) { d[i * 2] = dst[i * G + 2 * sglid]; } )==" "\n" |
640 | R"==(if (1 + 2 * sglid < gtail) { )==" "\n" |
641 | R"==(d[i * 2 + 1] = dst[i * G + 1 + 2 * sglid]; )==" "\n" |
642 | R"==(} )==" "\n" |
643 | R"==(} )==" "\n" |
644 | R"==(return; )==" "\n" |
645 | R"==(#elif DST_DT_S32 || DST_DT_F32 )==" "\n" |
646 | R"==(__attribute__((opencl_unroll_hint)) )==" "\n" |
647 | R"==(for (int i = 0; i < n; i++) { )==" "\n" |
648 | R"==(uint block0 = 0, block1 = 0; )==" "\n" |
649 | R"==(if ((g + OC_BLOCK) <= G || sglid < (G % OC_BLOCK)) { )==" "\n" |
650 | R"==(block0 = ((const __global uint *)(dst + i * G))[sglid]; )==" "\n" |
651 | R"==(} )==" "\n" |
652 | R"==(if ((g + OC_BLOCK) <= G || sglid < (G % OC_BLOCK) - SUB_GROUP_SIZE) { )==" "\n" |
653 | R"==(block1 = ((const __global uint *)(dst + i * G )==" "\n" |
654 | R"==(+ SUB_GROUP_SIZE))[sglid]; )==" "\n" |
655 | R"==(} )==" "\n" |
656 | R"==(int from00 = min(2 * sglid, SUB_GROUP_SIZE - 1); )==" "\n" |
657 | R"==(int from01 = max(2 * sglid - 16, 0); )==" "\n" |
658 | R"==(int from10 = min(2 * sglid + 1, SUB_GROUP_SIZE - 1); )==" "\n" |
659 | R"==(int from11 = max(2 * sglid + 1 - 16, 0); )==" "\n" |
660 | R"==(uint block00 = intel_sub_group_shuffle(block0, from00); )==" "\n" |
661 | R"==(uint block01 = intel_sub_group_shuffle(block1, from01); )==" "\n" |
662 | R"==(uint block10 = intel_sub_group_shuffle(block0, from10); )==" "\n" |
663 | R"==(uint block11 = intel_sub_group_shuffle(block1, from11); )==" "\n" |
664 | R"==(block0 = (2 * sglid < SUB_GROUP_SIZE) ? block00 : block01; )==" "\n" |
665 | R"==(block1 = (2 * sglid + 1 < SUB_GROUP_SIZE) ? block10 : block11; )==" "\n" |
666 | R"==(*(DST_DATA2_T *)(&d[i * 2]) = AS_DST_DATA2_T((uint2)(block0, block1)); )==" "\n" |
667 | R"==(} )==" "\n" |
668 | R"==(return; )==" "\n" |
669 | R"==(#else )==" "\n" |
670 | R"==(#error "Not expected" )==" "\n" |
671 | R"==(#endif )==" "\n" |
672 | R"==(} )==" "\n" |
673 | R"==(void block_write_dst( )==" "\n" |
674 | R"==(int n, const DST_DATA_T *d, __global DST_DATA_T *dst, const int g) { )==" "\n" |
675 | R"==(int sglid = get_sub_group_local_id(); )==" "\n" |
676 | R"==(__attribute__((opencl_unroll_hint)) )==" "\n" |
677 | R"==(for (int i = 0; i < n; i++) { )==" "\n" |
678 | R"==(DST_DATA2_T block = AS_DST_DATA2_T(*(DST_DATA2_T *)(&d[i * 2])); )==" "\n" |
679 | R"==(const int gtail = (g + OC_BLOCK) <= G ? G : G % OC_BLOCK; )==" "\n" |
680 | R"==(if (2 * sglid < gtail) { dst[i * G + 2 * sglid] = block.S0; } )==" "\n" |
681 | R"==(if (1 + 2 * sglid < gtail) { dst[i * G + 1 + 2 * sglid] = block.S1; } )==" "\n" |
682 | R"==(} )==" "\n" |
683 | R"==(return; )==" "\n" |
684 | R"==(} )==" "\n" |
685 | R"==(void block_read_src(int n, ushort *s, const __global ushort *src, const int g) { )==" "\n" |
686 | R"==(int sglid = get_sub_group_local_id(); )==" "\n" |
687 | R"==(#if G % 2 == 0 )==" "\n" |
688 | R"==(for (int i = 0; i < n; i++) { )==" "\n" |
689 | R"==(if (sglid < ((g + IC_BLOCK) <= G ? 16 : (G % IC_BLOCK) / 2)) { )==" "\n" |
690 | R"==(s[i] = src[i * G / 2 + sglid]; )==" "\n" |
691 | R"==(} else )==" "\n" |
692 | R"==(s[i] = 0; )==" "\n" |
693 | R"==(} )==" "\n" |
694 | R"==(#else )==" "\n" |
695 | R"==(uchar *sc = (uchar *)s; )==" "\n" |
696 | R"==(const __global uchar *src_c = (const __global uchar *)src; )==" "\n" |
697 | R"==(if ((g + IC_BLOCK) <= G || (g + IC_BLOCK > G && sglid < G % IC_BLOCK - 1)) { )==" "\n" |
698 | R"==(for (int i = 0; i < n; i++) { )==" "\n" |
699 | R"==(sc[i * 2] = src_c[i * G + sglid * 2]; )==" "\n" |
700 | R"==(sc[i * 2 + 1] = src_c[i * G + sglid * 2 + 1]; )==" "\n" |
701 | R"==(} )==" "\n" |
702 | R"==(} else if (sglid == G % IC_BLOCK - 1) { )==" "\n" |
703 | R"==(for (int i = 0; i < n; i++) { )==" "\n" |
704 | R"==(sc[i * 2] = src_c[i * G + sglid * 2]; )==" "\n" |
705 | R"==(sc[i * 2 + 1] = 0; )==" "\n" |
706 | R"==(} )==" "\n" |
707 | R"==(} else { )==" "\n" |
708 | R"==(for (int i = 0; i < n; i++) { )==" "\n" |
709 | R"==(sc[i * 2] = 0; )==" "\n" |
710 | R"==(sc[i * 2 + 1] = 0; )==" "\n" |
711 | R"==(} )==" "\n" |
712 | R"==(} )==" "\n" |
713 | R"==(#endif )==" "\n" |
714 | R"==(} )==" "\n" |
715 | R"==()==" ; |
716 | } |
717 | } |
718 | } |
719 | } |