1 /*
2 * Copyright (c) 2016-2020 Arm Limited.
3 *
4 * SPDX-License-Identifier: MIT
5 *
6 * Permission is hereby granted, free of charge, to any person obtaining a copy
7 * of this software and associated documentation files (the "Software"), to
8 * deal in the Software without restriction, including without limitation the
9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10 * sell copies of the Software, and to permit persons to whom the Software is
11 * furnished to do so, subject to the following conditions:
12 *
13 * The above copyright notice and this permission notice shall be included in all
14 * copies or substantial portions of the Software.
15 *
16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22 * SOFTWARE.
23 */
24 #include "arm_compute/core/CL/CLKernelLibrary.h"
25
26 #include "arm_compute/core/CL/CLHelpers.h"
27 #include "arm_compute/core/Error.h"
28 #include "arm_compute/core/Utils.h"
29 #include "support/StringSupport.h"
30
31 #include <algorithm>
32 #include <fstream>
33 #include <iostream>
34 #include <utility>
35 #include <vector>
36
37 using namespace arm_compute;
38 const std::map<std::string, std::string> CLKernelLibrary::_kernel_program_map =
39 {
40 { "absdiff", "absdiff.cl" },
41 { "accumulate", "accumulate.cl" },
42 { "accumulate_squared", "accumulate.cl" },
43 { "accumulate_weighted", "accumulate.cl" },
44 { "activation_layer", "activation_layer.cl" },
45 { "activation_layer_quant", "activation_layer_quant.cl" },
46 { "activation_layer_quant_f32", "activation_layer_quant.cl" },
47 { "arg_min_max_x", "arg_min_max.cl" },
48 { "arg_min_max_y", "arg_min_max.cl" },
49 { "arg_min_max_z", "arg_min_max.cl" },
50 { "arg_min_max_w", "arg_min_max.cl" },
51 { "batch_to_space_nchw", "batch_to_space.cl" },
52 { "batch_to_space_static_nchw", "batch_to_space.cl" },
53 { "batch_to_space_nhwc", "batch_to_space.cl" },
54 { "batch_to_space_static_nhwc", "batch_to_space.cl" },
55 { "batchnormalization_layer_nchw", "batchnormalization_layer.cl" },
56 { "batchnormalization_layer_nhwc", "batchnormalization_layer.cl" },
57 { "bitwise_or", "bitwise_op.cl" },
58 { "bitwise_and", "bitwise_op.cl" },
59 { "bitwise_xor", "bitwise_op.cl" },
60 { "bitwise_not", "bitwise_op.cl" },
61 { "bounding_box_transform", "bounding_box_transform.cl" },
62 { "bounding_box_transform_quantized", "bounding_box_transform_quantized.cl" },
63 { "channel_combine_NV", "channel_combine.cl" },
64 { "channel_combine_RGB888", "channel_combine.cl" },
65 { "channel_combine_RGBA8888", "channel_combine.cl" },
66 { "channel_combine_UYVY422", "channel_combine.cl" },
67 { "channel_combine_YUYV422", "channel_combine.cl" },
68 { "channel_shuffle_nchw", "channel_shuffle.cl" },
69 { "channel_shuffle_nhwc", "channel_shuffle.cl" },
70 { "channel_extract_NV12", "channel_extract.cl" },
71 { "channel_extract_NV21", "channel_extract.cl" },
72 { "channel_extract_RGB888", "channel_extract.cl" },
73 { "channel_extract_RGBA8888", "channel_extract.cl" },
74 { "channel_extract_UYVY422", "channel_extract.cl" },
75 { "channel_extract_YUYV422", "channel_extract.cl" },
76 { "combine_gradients_L1", "canny.cl" },
77 { "combine_gradients_L2", "canny.cl" },
78 { "compare_equal", "comparisons.cl" },
79 { "compare_equal_quantized", "comparisons.cl" },
80 { "compare_notequal", "comparisons.cl" },
81 { "compare_notequal_quantized", "comparisons.cl" },
82 { "compare_greater", "comparisons.cl" },
83 { "compare_greater_quantized", "comparisons.cl" },
84 { "compare_greaterequal", "comparisons.cl" },
85 { "compare_greaterequal_quantized", "comparisons.cl" },
86 { "compare_less", "comparisons.cl" },
87 { "compare_less_quantized", "comparisons.cl" },
88 { "compare_lessequal", "comparisons.cl" },
89 { "compare_lessequal_quantized", "comparisons.cl" },
90 { "concatenate", "concatenate.cl" },
91 { "concatenate_width", "concatenate.cl" },
92 { "concatenate_height", "concatenate.cl" },
93 { "concatenate_width_x2", "concatenate.cl" },
94 { "concatenate_width_x4", "concatenate.cl" },
95 { "convolution_rectangle", "convolution_rectangle.cl" },
96 { "col2im", "col2im.cl" },
97 { "convert_depth_down", "depth_convert.cl" },
98 { "convert_depth_up", "depth_convert.cl" },
99 { "convert_fc_weights", "convert_fc_weights.cl" },
100 { "convolution3x3_static", "convolution3x3.cl" },
101 { "convolution5x5_static", "convolution5x5.cl" },
102 { "convolution7x7_static", "convolution7x7.cl" },
103 { "convolution9x9_static", "convolution9x9.cl" },
104 { "convolution_separable1x5_static", "convolution5x5.cl" },
105 { "convolution_separable5x1_static", "convolution5x5.cl" },
106 { "convolution_separable1x7_static", "convolution7x7.cl" },
107 { "convolution_separable7x1_static", "convolution7x7.cl" },
108 { "convolution_separable1x9_static", "convolution9x9.cl" },
109 { "convolution_separable9x1_static", "convolution9x9.cl" },
110 { "copy_tensor", "copy_tensor.cl" },
111 { "copy_plane", "channel_extract.cl" },
112 { "copy_planes_3p", "channel_combine.cl" },
113 { "copy_to_keypoint", "fast_corners.cl" },
114 { "crop_tensor", "crop_tensor.cl" },
115 { "deconvolution_reshape", "deconvolution_layer.cl" },
116 { "deconvolution_upsample", "deconvolution_layer.cl" },
117 { "depthwise_convolution_3x3", "depthwise_convolution.cl" },
118 { "depthwise_convolution_3x3_f16", "depthwise_convolution.cl" },
119 { "depthwise_convolution_3x3_nhwc", "depthwise_convolution.cl" },
120 { "depthwise_convolution_3x3_nhwc_stride1", "depthwise_convolution.cl" },
121 { "dwc_MxN_native_fp_nhwc", "depthwise_convolution.cl" },
122 { "dwc_MxN_native_quantized8_nhwc", "depthwise_convolution_quantized.cl" },
123 { "dwc_3x3_native_quantized8_nchw", "depthwise_convolution_quantized.cl" },
124 { "dwc_3x3_native_quantized8_dot8_nchw", "depthwise_convolution_quantized.cl" },
125 { "dwc_3x3_reshaped_quantized8_nhwc", "depthwise_convolution_quantized.cl" },
126 { "dwc_3x3_reshaped_quantized8_stride1_nhwc", "depthwise_convolution_quantized.cl" },
127 { "dwc_3x3_reshaped_quantized8_dot8_stride1_nhwc", "depthwise_convolution_quantized.cl" },
128 { "depth_to_space_nchw", "depth_to_space.cl" },
129 { "depth_to_space_nhwc", "depth_to_space.cl" },
130 { "depthwise_convolution_3x3_stridex1_stridey1_bifrost_f16", "depthwise_convolution.cl" },
131 { "depthwise_convolution_3x3_stridex2_stridey2_bifrost_f16", "depthwise_convolution.cl" },
132 { "depthwise_convolution_3x3_stridex1_stridey1_bifrost_f32", "depthwise_convolution.cl" },
133 { "depthwise_convolution_3x3_stridex2_stridey2_bifrost_f32", "depthwise_convolution.cl" },
134 { "depthwise_convolution_reshape_weights", "depthwise_convolution.cl" },
135 { "dequantization_layer", "dequantization_layer.cl" },
136 { "dequantization_layer_per_channel_nhwc", "dequantization_layer.cl" },
137 { "dequantization_layer_per_channel_nchw", "dequantization_layer.cl" },
138 { "derivative", "derivative.cl" },
139 { "dilate", "dilate.cl" },
140 { "direct_convolution1x1", "direct_convolution1x1.cl" },
141 { "direct_convolution1x1_nhwc", "direct_convolution1x1.cl" },
142 { "direct_convolution1x1_f32_bifrost", "direct_convolution1x1.cl" },
143 { "direct_convolution3x3", "direct_convolution3x3.cl" },
144 { "direct_convolution3x3_nhwc", "direct_convolution3x3.cl" },
145 { "direct_convolution3x3_f32_bifrost", "direct_convolution3x3.cl" },
146 { "direct_convolution5x5", "direct_convolution5x5.cl" },
147 { "direct_convolution5x5_nhwc", "direct_convolution5x5.cl" },
148 { "direct_convolution5x5_f32_bifrost", "direct_convolution5x5.cl" },
149 { "direct_convolution_quantized", "direct_convolution_quantized.cl" },
150 { "direct_convolution9x9_nhwc", "direct_convolution9x9.cl" },
151 { "elementwise_operation_ADD", "elementwise_operation.cl" },
152 { "elementwise_operation_SUB", "elementwise_operation.cl" },
153 { "elementwise_operation_MAX", "elementwise_operation.cl" },
154 { "elementwise_operation_MIN", "elementwise_operation.cl" },
155 { "elementwise_operation_DIV", "elementwise_operation.cl" },
156 { "elementwise_operation_SQUARED_DIFF", "elementwise_operation.cl" },
157 { "elementwise_operation_POWER", "elementwise_operation.cl" },
158 { "elementwise_operation_PRELU", "elementwise_operation.cl" },
159 { "elementwise_operation_AND", "elementwise_operation.cl" },
160 { "elementwise_operation_OR", "elementwise_operation.cl" },
161 { "elementwise_operation_ADD_quantized", "elementwise_operation_quantized.cl" },
162 { "elementwise_operation_SUB_quantized", "elementwise_operation_quantized.cl" },
163 { "elementwise_operation_MAX_quantized", "elementwise_operation_quantized.cl" },
164 { "elementwise_operation_MIN_quantized", "elementwise_operation_quantized.cl" },
165 { "elementwise_operation_DIV_quantized", "elementwise_operation_quantized.cl" },
166 { "elementwise_operation_SQUARED_DIFF_quantized", "elementwise_operation_quantized.cl" },
167 { "elementwise_operation_PRELU_quantized", "elementwise_operation_quantized.cl" },
168 { "elementwise_unary", "elementwise_unary.cl" },
169 { "erode", "erode.cl" },
170 { "fast_corners", "fast_corners.cl" },
171 { "fft_digit_reverse_axis_0", "fft_digit_reverse.cl" },
172 { "fft_digit_reverse_axis_1", "fft_digit_reverse.cl" },
173 { "fft_radix_2_first_stage_axis_0", "fft.cl" },
174 { "fft_radix_2_first_stage_axis_1", "fft.cl" },
175 { "fft_radix_2_axis_0", "fft.cl" },
176 { "fft_radix_2_axis_1", "fft.cl" },
177 { "fft_radix_3_first_stage_axis_0", "fft.cl" },
178 { "fft_radix_3_first_stage_axis_1", "fft.cl" },
179 { "fft_radix_3_axis_0", "fft.cl" },
180 { "fft_radix_3_axis_1", "fft.cl" },
181 { "fft_radix_4_first_stage_axis_0", "fft.cl" },
182 { "fft_radix_4_first_stage_axis_1", "fft.cl" },
183 { "fft_radix_4_axis_0", "fft.cl" },
184 { "fft_radix_4_axis_1", "fft.cl" },
185 { "fft_radix_5_first_stage_axis_0", "fft.cl" },
186 { "fft_radix_5_first_stage_axis_1", "fft.cl" },
187 { "fft_radix_5_axis_0", "fft.cl" },
188 { "fft_radix_5_axis_1", "fft.cl" },
189 { "fft_radix_7_first_stage_axis_0", "fft.cl" },
190 { "fft_radix_7_first_stage_axis_1", "fft.cl" },
191 { "fft_radix_7_axis_0", "fft.cl" },
192 { "fft_radix_7_axis_1", "fft.cl" },
193 { "fft_radix_8_first_stage_axis_0", "fft.cl" },
194 { "fft_radix_8_first_stage_axis_1", "fft.cl" },
195 { "fft_radix_8_axis_0", "fft.cl" },
196 { "fft_radix_8_axis_1", "fft.cl" },
197 { "fft_scale_conj", "fft_scale.cl" },
198 { "fill_image_borders_constant", "fill_border.cl" },
199 { "fill_image_borders_replicate", "fill_border.cl" },
200 { "finalize", "optical_flow_pyramid_lk.cl" },
201 { "flatten", "flatten.cl" },
202 { "floor_layer", "floor.cl" },
203 { "fuse_batchnormalization_layer", "batchnormalization_layer.cl" },
204 { "gather", "gather.cl" },
205 { "gaussian1x5_sub_x", "gaussian_pyramid.cl" },
206 { "gaussian5x1_sub_y", "gaussian_pyramid.cl" },
207 { "gemm_ma_f16", "gemm.cl" },
208 { "gemm_ma_f32", "gemm.cl" },
209 { "gemm_mv", "gemv.cl" },
210 { "gemm_mv_quantized", "gemv.cl" },
211 { "gemm_mm_interleaved_transposed_f16", "gemm_v1.cl" },
212 { "gemm_mm_interleaved_transposed_f16_acc32", "gemm_v1.cl" },
213 { "gemm_mm_interleaved_transposed_f16_bifrost", "gemm_v1.cl" },
214 { "gemm_mm_interleaved_transposed_f32", "gemm_v1.cl" },
215 { "gemm_mm_interleaved_transposed_f32_bifrost", "gemm_v1.cl" },
216 { "gemm_mm_floating_point", "gemm_v1.cl" },
217 { "gemm_mm_floating_point_f16_bifrost", "gemm_v1.cl" },
218 { "gemm_mm_floating_point_f16_bifrost_acc32", "gemm_v1.cl" },
219 { "gemm_mm_floating_point_f32_bifrost", "gemm_v1.cl" },
220 { "gemm_mm_floating_point_f32_bifrost_1000", "gemm_v1.cl" },
221 { "gemm_mm_native", "gemm.cl" },
222 { "gemm_mm_reshaped_lhs_nt_rhs_t", "gemm.cl" },
223 { "gemm_mm_reshaped_lhs_nt_rhs_t_texture", "gemm.cl" },
224 { "gemm_mm_reshaped_lhs_t_rhs_nt", "gemm.cl" },
225 { "gemm_mm_reshaped_lhs_t_rhs_nt_texture", "gemm.cl" },
226 { "gemm_mm_reshaped_only_rhs_nt", "gemm.cl" },
227 { "gemm_mm_reshaped_only_rhs_nt_texture", "gemm.cl" },
228 { "gemm_mm_reshaped_only_rhs_t", "gemm.cl" },
229 { "gemm_mm_reshaped_only_rhs_t_texture", "gemm.cl" },
230 { "gemm_lc_vm_f32", "gemm.cl" },
231 { "gemm_reshape_lhs_matrix_nt", "gemm.cl" },
232 { "gemm_reshape_lhs_matrix_t", "gemm.cl" },
233 { "gemm_reshape_rhs_matrix_nt", "gemm.cl" },
234 { "gemm_reshape_rhs_matrix_t", "gemm.cl" },
235 { "gemmlowp_matrix_a_reduction", "gemmlowp.cl" },
236 { "gemmlowp_matrix_a_reduction_dot8", "gemmlowp.cl" },
237 { "gemmlowp_matrix_b_reduction", "gemmlowp.cl" },
238 { "gemmlowp_mm_native", "gemmlowp.cl" },
239 { "gemmlowp_mm_reshaped_lhs_nt_rhs_t", "gemmlowp.cl" },
240 { "gemmlowp_mm_reshaped_only_rhs_t", "gemmlowp.cl" },
241 { "gemmlowp_mm_reshaped_only_rhs_t_fused_output_stage_fixedpoint", "gemmlowp.cl" },
242 { "gemmlowp_offset_contribution", "gemmlowp.cl" },
243 { "gemmlowp_offset_contribution_quantize_down", "gemmlowp.cl" },
244 { "gemmlowp_offset_contribution_quantize_down_fixedpoint", "gemmlowp.cl" },
245 { "gemmlowp_output_stage_quantize_down", "gemmlowp.cl" },
246 { "gemmlowp_output_stage_quantize_down_fixedpoint", "gemmlowp.cl" },
247 { "gemmlowp_output_stage_quantize_down_fixedpoint_qsymm16", "gemmlowp.cl" },
248 { "gemmlowp_output_stage_quantize_down_float", "gemmlowp.cl" },
249 { "generate_proposals_compute_all_anchors", "generate_proposals.cl" },
250 { "generate_proposals_compute_all_anchors_quantized", "generate_proposals_quantized.cl" },
251 { "harris_score_3x3", "harris_corners.cl" },
252 { "harris_score_5x5", "harris_corners.cl" },
253 { "harris_score_7x7", "harris_corners.cl" },
254 { "hist_border_kernel", "histogram.cl" },
255 { "hist_border_kernel_fixed", "histogram.cl" },
256 { "hist_local_kernel", "histogram.cl" },
257 { "hist_local_kernel_fixed", "histogram.cl" },
258 { "hog_block_normalization", "hog.cl" },
259 { "hog_detector", "hog.cl" },
260 { "hog_orientation_binning", "hog.cl" },
261 { "hysteresis", "canny.cl" },
262 { "im2col1x1_stridex1_nchw", "im2col.cl" },
263 { "im2col3x3_nchw", "im2col.cl" },
264 { "im2col5x5_nchw", "im2col.cl" },
265 { "im2col11x11_padx0_pady0_nchw", "im2col.cl" },
266 { "im2col_generic_nchw", "im2col.cl" },
267 { "im2col_generic_padx0_pady0_nchw", "im2col.cl" },
268 { "im2col3x3_nhwc", "im2col.cl" },
269 { "im2col9x9_nhwc", "im2col.cl" },
270 { "im2col_generic_nhwc", "im2col.cl" },
271 { "init_level", "optical_flow_pyramid_lk.cl" },
272 { "init_level_max", "optical_flow_pyramid_lk.cl" },
273 { "init_level_max_initial_estimate", "optical_flow_pyramid_lk.cl" },
274 { "instance_normalization", "instance_normalization.cl" },
275 { "integral_horizontal", "integral_image.cl" },
276 { "integral_vertical", "integral_image.cl" },
277 { "IYUV_to_NV12_bt709", "color_convert.cl" },
278 { "IYUV_to_RGB888_bt709", "color_convert.cl" },
279 { "IYUV_to_RGBA8888_bt709", "color_convert.cl" },
280 { "IYUV_to_YUV444_bt709", "color_convert.cl" },
281 { "l2_normalize_x", "l2_normalize.cl" },
282 { "l2_normalize_y", "l2_normalize.cl" },
283 { "l2_normalize_z", "l2_normalize.cl" },
284 { "lktracker_stage0", "optical_flow_pyramid_lk.cl" },
285 { "lktracker_stage1", "optical_flow_pyramid_lk.cl" },
286 { "magnitude_phase", "magnitude_phase.cl" },
287 { "max_unpooling_layer_2", "unpooling_layer.cl" },
288 { "mean_stddev_accumulate", "mean_stddev.cl" },
289 { "mean_stddev_normalization", "mean_stddev_normalization.cl" },
290 { "memset", "memset.cl" },
291 { "minmax", "minmaxloc.cl" },
292 { "minmax_border", "minmaxloc.cl" },
293 { "minmax_layer", "minmax_layer.cl" },
294 { "minmaxloc", "minmaxloc.cl" },
295 { "non_linear_filter_box3x3", "non_linear_filter3x3.cl" },
296 { "non_linear_filter_cross3x3", "non_linear_filter3x3.cl" },
297 { "non_linear_filter_disk3x3", "non_linear_filter3x3.cl" },
298 { "non_linear_filter_box5x5", "non_linear_filter5x5.cl" },
299 { "non_linear_filter_cross5x5", "non_linear_filter5x5.cl" },
300 { "non_linear_filter_disk5x5", "non_linear_filter5x5.cl" },
301 { "non_max_suppression", "nonmax.cl" },
302 { "normalization_layer_cross_map", "normalization_layer.cl" },
303 { "normalization_layer_in_map_nchw", "normalization_layer.cl" },
304 { "normalization_layer_in_map_nhwc", "normalization_layer.cl" },
305 { "normalize_planar_yuv_layer_nchw", "normalize_planar_yuv_layer.cl" },
306 { "normalize_planar_yuv_layer_nhwc", "normalize_planar_yuv_layer.cl" },
307 { "normalize_planar_yuv_layer_q8_nchw", "normalize_planar_yuv_layer_quantized.cl" },
308 { "normalize_planar_yuv_layer_q8_nhwc", "normalize_planar_yuv_layer_quantized.cl" },
309 { "NV12_to_IYUV_bt709", "color_convert.cl" },
310 { "NV12_to_RGB888_bt709", "color_convert.cl" },
311 { "NV12_to_RGBA8888_bt709", "color_convert.cl" },
312 { "NV12_to_YUV444_bt709", "color_convert.cl" },
313 { "NV21_to_IYUV_bt709", "color_convert.cl" },
314 { "NV21_to_RGB888_bt709", "color_convert.cl" },
315 { "NV21_to_RGBA8888_bt709", "color_convert.cl" },
316 { "NV21_to_YUV444_bt709", "color_convert.cl" },
317 { "pad_layer_constant", "pad_layer.cl" },
318 { "pad_layer_symmetric_reflect", "pad_layer.cl" },
319 { "permute", "permute.cl" },
320 { "pixelwise_mul_complex", "pixelwise_mul_float.cl" },
321 { "pixelwise_mul_float", "pixelwise_mul_float.cl" },
322 { "pixelwise_mul_int", "pixelwise_mul_int.cl" },
323 { "pixelwise_mul_quantized", "pixelwise_mul_int.cl" },
324 { "pooling_layer_2", "pooling_layer.cl" },
325 { "pooling_layer_3", "pooling_layer.cl" },
326 { "pooling_layer_optimized_3", "pooling_layer.cl" },
327 { "pooling_layer_7", "pooling_layer.cl" },
328 { "pooling_layer_MxN_nchw", "pooling_layer.cl" },
329 { "pooling_layer_MxN_nhwc", "pooling_layer.cl" },
330 { "pooling_layer_2x2_nhwc", "pooling_layer.cl" },
331 { "pooling_layer_2_nchw_indices_fp32", "pooling_layer.cl" },
332 { "pooling_layer_2_nchw_indices_fp16", "pooling_layer.cl" },
333 { "pooling_layer_MxN_quantized_nhwc", "pooling_layer_quantized.cl" },
334 { "pooling_layer_MxN_quantized_nchw", "pooling_layer_quantized.cl" },
335 { "prior_box_layer_nchw", "prior_box_layer.cl" },
336 { "qlstm_layer_normalization", "qlstm_layer_normalization.cl" },
337 { "quantization_layer", "quantization_layer.cl" },
338 { "range", "range.cl" },
339 { "range_quantized", "range.cl" },
340 { "reduction_operation_x", "reduction_operation.cl" },
341 { "reduction_operation_non_parallel_x", "reduction_operation.cl" },
342 { "reduction_operation_y", "reduction_operation.cl" },
343 { "reduction_operation_z", "reduction_operation.cl" },
344 { "reduction_operation_w", "reduction_operation.cl" },
345 { "remap_nearest_neighbour", "remap.cl" },
346 { "remap_bilinear", "remap.cl" },
347 { "reorg_layer_nchw", "reorg_layer.cl" },
348 { "reorg_layer_nhwc", "reorg_layer.cl" },
349 { "reshape_layer", "reshape_layer.cl" },
350 { "reshape_to_columns", "convolution_layer.cl" },
351 { "reverse", "reverse.cl" },
352 { "RGB888_to_IYUV_bt709", "color_convert.cl" },
353 { "RGB888_to_NV12_bt709", "color_convert.cl" },
354 { "RGB888_to_RGBA8888_bt709", "color_convert.cl" },
355 { "RGB888_to_U8_bt709", "color_convert.cl" },
356 { "RGB888_to_YUV444_bt709", "color_convert.cl" },
357 { "RGBA8888_to_IYUV_bt709", "color_convert.cl" },
358 { "RGBA8888_to_NV12_bt709", "color_convert.cl" },
359 { "RGBA8888_to_RGB888_bt709", "color_convert.cl" },
360 { "RGBA8888_to_YUV444_bt709", "color_convert.cl" },
361 { "roi_align_layer", "roi_align_layer.cl" },
362 { "roi_align_layer_quantized", "roi_align_layer_quantized.cl" },
363 { "roi_pooling_layer", "roi_pooling_layer.cl" },
364 { "scale_nearest_neighbour_nchw", "scale.cl" },
365 { "scale_nearest_neighbour_nhwc", "scale.cl" },
366 { "scale_bilinear_nchw", "scale.cl" },
367 { "scale_bilinear_nhwc", "scale.cl" },
368 { "scale_bilinear_quantized_nchw", "scale_quantized.cl" },
369 { "scale_bilinear_quantized_nhwc", "scale_quantized.cl" },
370 { "scharr3x3", "scharr_filter.cl" },
371 { "select_same_rank", "select.cl" },
372 { "select_different_rank_2", "select.cl" },
373 { "select_different_rank_n", "select.cl" },
374 { "sobel3x3", "sobel_filter.cl" },
375 { "sobel_separable5x1", "sobel_filter.cl" },
376 { "sobel_separable1x5", "sobel_filter.cl" },
377 { "sobel_separable7x1", "sobel_filter.cl" },
378 { "sobel_separable1x7", "sobel_filter.cl" },
379 { "softmax_layer_norm", "softmax_layer.cl" },
380 { "softmax_layer_norm_quantized", "softmax_layer_quantized.cl" },
381 { "softmax_layer_max_shift_exp_sum_quantized_serial", "softmax_layer_quantized.cl" },
382 { "softmax_layer_max_shift_exp_sum_quantized_parallel", "softmax_layer_quantized.cl" },
383 { "softmax_layer_max_shift_exp_sum_serial", "softmax_layer.cl" },
384 { "space_to_batch_nchw", "space_to_batch.cl" },
385 { "space_to_batch_static_nchw", "space_to_batch.cl" },
386 { "space_to_batch_nhwc", "space_to_batch.cl" },
387 { "space_to_batch_static_nhwc", "space_to_batch.cl" },
388 { "space_to_depth_nchw", "space_to_depth.cl" },
389 { "space_to_depth_nhwc", "space_to_depth.cl" },
390 { "softmax_layer_max_shift_exp_sum_parallel", "softmax_layer.cl" },
391 { "stack_layer", "stack_layer.cl" },
392 { "strided_slice", "slice_ops.cl" },
393 { "suppress_non_maximum", "canny.cl" },
394 { "tablelookup_U8", "tablelookup.cl" },
395 { "tablelookup_S16", "tablelookup.cl" },
396 { "threshold_binary", "threshold.cl" },
397 { "threshold_range", "threshold.cl" },
398 { "tile", "tile.cl" },
399 { "transpose", "transpose.cl" },
400 { "UYVY422_to_IYUV_bt709", "color_convert.cl" },
401 { "UYVY422_to_NV12_bt709", "color_convert.cl" },
402 { "UYVY422_to_RGB888_bt709", "color_convert.cl" },
403 { "UYVY422_to_RGBA8888_bt709", "color_convert.cl" },
404 { "upsample_layer_nchw", "upsample_layer.cl" },
405 { "upsample_layer_nhwc", "upsample_layer.cl" },
406 { "warp_affine_nearest_neighbour", "warp_affine.cl" },
407 { "warp_affine_bilinear", "warp_affine.cl" },
408 { "warp_perspective_nearest_neighbour", "warp_perspective.cl" },
409 { "warp_perspective_bilinear", "warp_perspective.cl" },
410 { "winograd_filter_transform_2x2_3x3_nchw", "winograd_filter_transform.cl" },
411 { "winograd_filter_transform_2x1_3x1_nchw", "winograd_filter_transform.cl" },
412 { "winograd_filter_transform_1x2_1x3_nchw", "winograd_filter_transform.cl" },
413 { "winograd_filter_transform_4x4_3x3_nchw", "winograd_filter_transform.cl" },
414 { "winograd_filter_transform_4x1_3x1_nchw", "winograd_filter_transform.cl" },
415 { "winograd_filter_transform_1x4_1x3_nchw", "winograd_filter_transform.cl" },
416 { "winograd_filter_transform_4x4_5x5_nchw", "winograd_filter_transform.cl" },
417 { "winograd_filter_transform_4x1_5x1_nchw", "winograd_filter_transform.cl" },
418 { "winograd_filter_transform_1x4_1x5_nchw", "winograd_filter_transform.cl" },
419 { "winograd_filter_transform_4x1_3x1_nhwc", "winograd_filter_transform.cl" },
420 { "winograd_filter_transform_1x4_1x3_nhwc", "winograd_filter_transform.cl" },
421 { "winograd_filter_transform_4x4_3x3_nhwc", "winograd_filter_transform.cl" },
422 { "winograd_filter_transform_4x4_5x5_nhwc", "winograd_filter_transform.cl" },
423 { "winograd_filter_transform_4x1_5x1_nhwc", "winograd_filter_transform.cl" },
424 { "winograd_filter_transform_1x4_1x5_nhwc", "winograd_filter_transform.cl" },
425 { "winograd_filter_transform_2x2_7x7_nhwc", "winograd_filter_transform.cl" },
426 { "winograd_filter_transform_2x1_7x1_nhwc", "winograd_filter_transform.cl" },
427 { "winograd_filter_transform_1x2_1x7_nhwc", "winograd_filter_transform.cl" },
428 { "winograd_input_transform_2x2_3x3_stepz1_nchw", "winograd_input_transform.cl" },
429 { "winograd_input_transform_2x2_3x3_stepz2_nchw", "winograd_input_transform.cl" },
430 { "winograd_input_transform_2x1_3x1_stepz1_nchw", "winograd_input_transform.cl" },
431 { "winograd_input_transform_2x1_3x1_stepz2_nchw", "winograd_input_transform.cl" },
432 { "winograd_input_transform_1x2_1x3_stepz1_nchw", "winograd_input_transform.cl" },
433 { "winograd_input_transform_1x2_1x3_stepz2_nchw", "winograd_input_transform.cl" },
434 { "winograd_input_transform_4x4_3x3_stepz1_nchw", "winograd_input_transform.cl" },
435 { "winograd_input_transform_4x1_3x1_stepz1_nchw", "winograd_input_transform.cl" },
436 { "winograd_input_transform_1x4_1x3_stepz1_nchw", "winograd_input_transform.cl" },
437 { "winograd_input_transform_4x4_5x5_stepz1_nchw", "winograd_input_transform.cl" },
438 { "winograd_input_transform_4x1_5x1_stepz1_nchw", "winograd_input_transform.cl" },
439 { "winograd_input_transform_1x4_1x5_stepz1_nchw", "winograd_input_transform.cl" },
440 { "winograd_input_transform_4x1_3x1_stepz1_nhwc", "winograd_input_transform.cl" },
441 { "winograd_input_transform_1x4_1x3_stepz1_nhwc", "winograd_input_transform.cl" },
442 { "winograd_input_transform_4x4_3x3_stepz1_nhwc", "winograd_input_transform.cl" },
443 { "winograd_input_transform_4x4_5x5_stepz1_nhwc", "winograd_input_transform.cl" },
444 { "winograd_input_transform_4x1_5x1_stepz1_nhwc", "winograd_input_transform.cl" },
445 { "winograd_input_transform_1x4_1x5_stepz1_nhwc", "winograd_input_transform.cl" },
446 { "winograd_input_transform_2x2_7x7_stepz1_nhwc", "winograd_input_transform.cl" },
447 { "winograd_input_transform_2x1_7x1_stepz1_nhwc", "winograd_input_transform.cl" },
448 { "winograd_input_transform_1x2_1x7_stepz1_nhwc", "winograd_input_transform.cl" },
449 { "winograd_output_transform_2x2_3x3_nchw", "winograd_output_transform.cl" },
450 { "winograd_output_transform_2x1_3x1_nchw", "winograd_output_transform.cl" },
451 { "winograd_output_transform_1x2_1x3_nchw", "winograd_output_transform.cl" },
452 { "winograd_output_transform_4x4_3x3_nchw", "winograd_output_transform.cl" },
453 { "winograd_output_transform_4x1_3x1_nchw", "winograd_output_transform.cl" },
454 { "winograd_output_transform_1x4_1x3_nchw", "winograd_output_transform.cl" },
455 { "winograd_output_transform_4x4_5x5_nchw", "winograd_output_transform.cl" },
456 { "winograd_output_transform_4x1_5x1_nchw", "winograd_output_transform.cl" },
457 { "winograd_output_transform_1x4_1x5_nchw", "winograd_output_transform.cl" },
458 { "winograd_output_transform_4x1_3x1_nhwc", "winograd_output_transform.cl" },
459 { "winograd_output_transform_1x4_1x3_nhwc", "winograd_output_transform.cl" },
460 { "winograd_output_transform_4x4_3x3_nhwc", "winograd_output_transform.cl" },
461 { "winograd_output_transform_4x4_5x5_nhwc", "winograd_output_transform.cl" },
462 { "winograd_output_transform_4x1_5x1_nhwc", "winograd_output_transform.cl" },
463 { "winograd_output_transform_1x4_1x5_nhwc", "winograd_output_transform.cl" },
464 { "winograd_output_transform_2x2_7x7_nhwc", "winograd_output_transform.cl" },
465 { "winograd_output_transform_2x1_7x1_nhwc", "winograd_output_transform.cl" },
466 { "winograd_output_transform_1x2_1x7_nhwc", "winograd_output_transform.cl" },
467 { "yolo_layer_nchw", "yolo_layer.cl" },
468 { "yolo_layer_nhwc", "yolo_layer.cl" },
469 { "YUYV422_to_IYUV_bt709", "color_convert.cl" },
470 { "YUYV422_to_NV12_bt709", "color_convert.cl" },
471 { "YUYV422_to_RGB888_bt709", "color_convert.cl" },
472 { "YUYV422_to_RGBA8888_bt709", "color_convert.cl" },
473 };
474
475 const std::map<std::string, std::string> CLKernelLibrary::_program_source_map =
476 {
477 #ifdef EMBEDDED_KERNELS
478 {
479 "absdiff.cl",
480 #include "./cl_kernels/absdiff.clembed"
481 },
482 {
483 "accumulate.cl",
484 #include "./cl_kernels/accumulate.clembed"
485 },
486 {
487 "activation_layer.cl",
488 #include "./cl_kernels/activation_layer.clembed"
489 },
490 {
491 "activation_layer_quant.cl",
492 #include "./cl_kernels/activation_layer_quant.clembed"
493 },
494 {
495 "arg_min_max.cl",
496 #include "./cl_kernels/arg_min_max.clembed"
497 },
498 {
499 "batch_to_space.cl",
500 #include "./cl_kernels/batch_to_space.clembed"
501 },
502 {
503 "bitwise_op.cl",
504 #include "./cl_kernels/bitwise_op.clembed"
505 },
506 {
507 "bounding_box_transform.cl",
508 #include "./cl_kernels/bounding_box_transform.clembed"
509 },
510 {
511 "bounding_box_transform_quantized.cl",
512 #include "./cl_kernels/bounding_box_transform_quantized.clembed"
513 },
514 {
515 "canny.cl",
516 #include "./cl_kernels/canny.clembed"
517 },
518 {
519 "channel_combine.cl",
520 #include "./cl_kernels/channel_combine.clembed"
521 },
522 {
523 "channel_extract.cl",
524 #include "./cl_kernels/channel_extract.clembed"
525 },
526 {
527 "channel_shuffle.cl",
528 #include "./cl_kernels/channel_shuffle.clembed"
529 },
530 {
531 "col2im.cl",
532 #include "./cl_kernels/col2im.clembed"
533 },
534 {
535 "comparisons.cl",
536 #include "./cl_kernels/comparisons.clembed"
537 },
538 {
539 "concatenate.cl",
540 #include "./cl_kernels/concatenate.clembed"
541 },
542 {
543 "color_convert.cl",
544 #include "./cl_kernels/color_convert.clembed"
545 },
546 {
547 "convert_fc_weights.cl",
548 #include "./cl_kernels/convert_fc_weights.clembed"
549 },
550 {
551 "convolution3x3.cl",
552 #include "./cl_kernels/convolution3x3.clembed"
553 },
554 {
555 "convolution5x5.cl",
556 #include "./cl_kernels/convolution5x5.clembed"
557 },
558 {
559 "convolution7x7.cl",
560 #include "./cl_kernels/convolution7x7.clembed"
561 },
562 {
563 "convolution9x9.cl",
564 #include "./cl_kernels/convolution9x9.clembed"
565 },
566 {
567 "convolution_layer.cl",
568 #include "./cl_kernels/convolution_layer.clembed"
569 },
570 {
571 "convolution_rectangle.cl",
572 #include "./cl_kernels/convolution_rectangle.clembed"
573 },
574 {
575 "copy_tensor.cl",
576 #include "./cl_kernels/copy_tensor.clembed"
577 },
578 {
579 "crop_tensor.cl",
580 #include "./cl_kernels/crop_tensor.clembed"
581 },
582 {
583 "upsample_layer.cl",
584 #include "./cl_kernels/upsample_layer.clembed"
585 },
586 {
587 "deconvolution_layer.cl",
588 #include "./cl_kernels/deconvolution_layer.clembed"
589 },
590 {
591 "depth_convert.cl",
592 #include "./cl_kernels/depth_convert.clembed"
593 },
594 {
595 "depth_to_space.cl",
596 #include "./cl_kernels/depth_to_space.clembed"
597 },
598 {
599 "depthwise_convolution.cl",
600 #include "./cl_kernels/depthwise_convolution.clembed"
601 },
602 {
603 "depthwise_convolution_quantized.cl",
604 #include "./cl_kernels/depthwise_convolution_quantized.clembed"
605 },
606 {
607 "dequantization_layer.cl",
608 #include "./cl_kernels/dequantization_layer.clembed"
609 },
610 {
611 "derivative.cl",
612 #include "./cl_kernels/derivative.clembed"
613 },
614 {
615 "dilate.cl",
616 #include "./cl_kernels/dilate.clembed"
617 },
618 {
619 "direct_convolution1x1.cl",
620 #include "./cl_kernels/direct_convolution1x1.clembed"
621 },
622 {
623 "direct_convolution3x3.cl",
624 #include "./cl_kernels/direct_convolution3x3.clembed"
625 },
626 {
627 "direct_convolution5x5.cl",
628 #include "./cl_kernels/direct_convolution5x5.clembed"
629 },
630 {
631 "direct_convolution_quantized.cl",
632 #include "./cl_kernels/direct_convolution_quantized.clembed"
633 },
634 {
635 "direct_convolution9x9.cl",
636 #include "./cl_kernels/direct_convolution9x9.clembed"
637 },
638 {
639 "elementwise_operation.cl",
640 #include "./cl_kernels/elementwise_operation.clembed"
641 },
642 {
643 "elementwise_operation_quantized.cl",
644 #include "./cl_kernels/elementwise_operation_quantized.clembed"
645 },
646 {
647 "elementwise_unary.cl",
648 #include "./cl_kernels/elementwise_unary.clembed"
649 },
650 {
651 "erode.cl",
652 #include "./cl_kernels/erode.clembed"
653 },
654 {
655 "fast_corners.cl",
656 #include "./cl_kernels/fast_corners.clembed"
657 },
658 {
659 "fft.cl",
660 #include "./cl_kernels/fft.clembed"
661 },
662 {
663 "fft_digit_reverse.cl",
664 #include "./cl_kernels/fft_digit_reverse.clembed"
665 },
666 {
667 "fft_scale.cl",
668 #include "./cl_kernels/fft_scale.clembed"
669 },
670 {
671 "fill_border.cl",
672 #include "./cl_kernels/fill_border.clembed"
673 },
674 {
675 "flatten.cl",
676 #include "./cl_kernels/flatten.clembed"
677 },
678 {
679 "floor.cl",
680 #include "./cl_kernels/floor.clembed"
681 },
682 {
683 "gather.cl",
684 #include "./cl_kernels/gather.clembed"
685 },
686 {
687 "gaussian_pyramid.cl",
688 #include "./cl_kernels/gaussian_pyramid.clembed"
689 },
690 {
691 "gemm.cl",
692 #include "./cl_kernels/gemm.clembed"
693 },
694 {
695 "gemm_v1.cl",
696 #include "./cl_kernels/gemm_v1.clembed"
697 },
698 {
699 "gemmlowp.cl",
700 #include "./cl_kernels/gemmlowp.clembed"
701 },
702 {
703 "gemv.cl",
704 #include "./cl_kernels/gemv.clembed"
705 },
706 {
707 "generate_proposals.cl",
708 #include "./cl_kernels/generate_proposals.clembed"
709 },
710 {
711 "generate_proposals_quantized.cl",
712 #include "./cl_kernels/generate_proposals_quantized.clembed"
713 },
714 {
715 "harris_corners.cl",
716 #include "./cl_kernels/harris_corners.clembed"
717 },
718 {
719 "helpers.h",
720 #include "./cl_kernels/helpers.hembed"
721 },
722 {
723 "helpers_asymm.h",
724 #include "./cl_kernels/helpers_asymm.hembed"
725 },
726 {
727 "histogram.cl",
728 #include "./cl_kernels/histogram.clembed"
729 },
730 {
731 "hog.cl",
732 #include "./cl_kernels/hog.clembed"
733 },
734 {
735 "im2col.cl",
736 #include "./cl_kernels/im2col.clembed"
737 },
738 {
739 "instance_normalization.cl",
740 #include "./cl_kernels/instance_normalization.clembed"
741 },
742 {
743 "integral_image.cl",
744 #include "./cl_kernels/integral_image.clembed"
745 },
746 {
747 "l2_normalize.cl",
748 #include "./cl_kernels/l2_normalize.clembed"
749 },
750 {
751 "magnitude_phase.cl",
752 #include "./cl_kernels/magnitude_phase.clembed"
753 },
754 {
755 "mean_stddev.cl",
756 #include "./cl_kernels/mean_stddev.clembed"
757 },
758 {
759 "mean_stddev_normalization.cl",
760 #include "./cl_kernels/mean_stddev_normalization.clembed"
761 },
762 {
763 "memset.cl",
764 #include "./cl_kernels/memset.clembed"
765 },
766 {
767 "minmaxloc.cl",
768 #include "./cl_kernels/minmaxloc.clembed"
769 },
770 {
771 "minmax_layer.cl",
772 #include "./cl_kernels/minmax_layer.clembed"
773 },
774 {
775 "non_linear_filter3x3.cl",
776 #include "./cl_kernels/non_linear_filter3x3.clembed"
777 },
778 {
779 "non_linear_filter5x5.cl",
780 #include "./cl_kernels/non_linear_filter5x5.clembed"
781 },
782 {
783 "non_linear_filter_helpers.h",
784 #include "./cl_kernels/non_linear_filter_helpers.hembed"
785 },
786 {
787 "nonmax.cl",
788 #include "./cl_kernels/nonmax.clembed"
789 },
790 {
791 "normalization_layer.cl",
792 #include "./cl_kernels/normalization_layer.clembed"
793 },
794 {
795 "normalize_planar_yuv_layer.cl",
796 #include "./cl_kernels/normalize_planar_yuv_layer.clembed"
797 },
798 {
799 "normalize_planar_yuv_layer_quantized.cl",
800 #include "./cl_kernels/normalize_planar_yuv_layer_quantized.clembed"
801 },
802 {
803 "batchnormalization_layer.cl",
804 #include "./cl_kernels/batchnormalization_layer.clembed"
805 },
806 {
807 "optical_flow_pyramid_lk.cl",
808 #include "./cl_kernels/optical_flow_pyramid_lk.clembed"
809 },
810 {
811 "pad_layer.cl",
812 #include "./cl_kernels/pad_layer.clembed"
813 },
814 {
815 "permute.cl",
816 #include "./cl_kernels/permute.clembed"
817 },
818 {
819 "pixelwise_mul_float.cl",
820 #include "./cl_kernels/pixelwise_mul_float.clembed"
821 },
822 {
823 "pixelwise_mul_int.cl",
824 #include "./cl_kernels/pixelwise_mul_int.clembed"
825 },
826 {
827 "pooling_layer.cl",
828 #include "./cl_kernels/pooling_layer.clembed"
829 },
830 {
831 "pooling_layer_quantized.cl",
832 #include "./cl_kernels/pooling_layer_quantized.clembed"
833 },
834 {
835 "prior_box_layer.cl",
836 #include "./cl_kernels/prior_box_layer.clembed"
837 },
838 {
839 "qlstm_layer_normalization.cl",
840 #include "./cl_kernels/qlstm_layer_normalization.clembed"
841 },
842 {
843 "quantization_layer.cl",
844 #include "./cl_kernels/quantization_layer.clembed"
845 },
846 {
847 "range.cl",
848 #include "./cl_kernels/range.clembed"
849 },
850 {
851 "reduction_operation.cl",
852 #include "./cl_kernels/reduction_operation.clembed"
853 },
854 {
855 "remap.cl",
856 #include "./cl_kernels/remap.clembed"
857 },
858 {
859 "reorg_layer.cl",
860 #include "./cl_kernels/reorg_layer.clembed"
861 },
862 {
863 "reshape_layer.cl",
864 #include "./cl_kernels/reshape_layer.clembed"
865 },
866 {
867 "reverse.cl",
868 #include "./cl_kernels/reverse.clembed"
869 },
870 {
871 "roi_align_layer.cl",
872 #include "./cl_kernels/roi_align_layer.clembed"
873 },
874 {
875 "roi_align_layer_quantized.cl",
876 #include "./cl_kernels/roi_align_layer_quantized.clembed"
877 },
878 {
879 "roi_pooling_layer.cl",
880 #include "./cl_kernels/roi_pooling_layer.clembed"
881 },
882 {
883 "scale.cl",
884 #include "./cl_kernels/scale.clembed"
885 },
886 {
887 "scale_quantized.cl",
888 #include "./cl_kernels/scale_quantized.clembed"
889 },
890 {
891 "scharr_filter.cl",
892 #include "./cl_kernels/scharr_filter.clembed"
893 },
894 {
895 "select.cl",
896 #include "./cl_kernels/select.clembed"
897 },
898 {
899 "sobel_filter.cl",
900 #include "./cl_kernels/sobel_filter.clembed"
901 },
902 {
903 "softmax_layer.cl",
904 #include "./cl_kernels/softmax_layer.clembed"
905 },
906 {
907 "softmax_layer_quantized.cl",
908 #include "./cl_kernels/softmax_layer_quantized.clembed"
909 },
910 {
911 "slice_ops.cl",
912 #include "./cl_kernels/slice_ops.clembed"
913 },
914 {
915 "space_to_batch.cl",
916 #include "./cl_kernels/space_to_batch.clembed"
917 },
918 {
919 "space_to_depth.cl",
920 #include "./cl_kernels/space_to_depth.clembed"
921 },
922 {
923 "stack_layer.cl",
924 #include "./cl_kernels/stack_layer.clembed"
925 },
926 {
927 "tablelookup.cl",
928 #include "./cl_kernels/tablelookup.clembed"
929 },
930 {
931 "threshold.cl",
932 #include "./cl_kernels/threshold.clembed"
933 },
934 {
935 "tile.cl",
936 #include "./cl_kernels/tile.clembed"
937 },
938 {
939 "transpose.cl",
940 #include "./cl_kernels/transpose.clembed"
941 },
942 {
943 "types.h",
944 #include "./cl_kernels/types.hembed"
945 },
946 {
947 "unpooling_layer.cl",
948 #include "./cl_kernels/unpooling_layer.clembed"
949 },
950 {
951 "warp_affine.cl",
952 #include "./cl_kernels/warp_affine.clembed"
953 },
954 {
955 "warp_helpers.h",
956 #include "./cl_kernels/warp_helpers.hembed"
957 },
958 {
959 "warp_perspective.cl",
960 #include "./cl_kernels/warp_perspective.clembed"
961 },
962 {
963 "winograd_filter_transform.cl",
964 #include "./cl_kernels/winograd_filter_transform.clembed"
965 },
966 {
967 "winograd_input_transform.cl",
968 #include "./cl_kernels/winograd_input_transform.clembed"
969 },
970 {
971 "winograd_output_transform.cl",
972 #include "./cl_kernels/winograd_output_transform.clembed"
973 },
974 {
975 "yolo_layer.cl",
976 #include "./cl_kernels/yolo_layer.clembed"
977 },
978 #endif /* EMBEDDED_KERNELS */
979 };
980
CLKernelLibrary()981 CLKernelLibrary::CLKernelLibrary()
982 : _compile_context(), _kernel_path()
983 {
984 opencl_is_available(); // Make sure the OpenCL symbols are initialised *before* the CLKernelLibrary is built
985 }
986
get()987 CLKernelLibrary &CLKernelLibrary::get()
988 {
989 static CLKernelLibrary _kernel_library;
990 return _kernel_library;
991 }
992
create_kernel(const std::string & kernel_name,const std::set<std::string> & build_options_set) const993 Kernel CLKernelLibrary::create_kernel(const std::string &kernel_name, const std::set<std::string> &build_options_set) const
994 {
995 const std::string program_name = get_program_name(kernel_name);
996 auto program = get_program(program_name);
997
998 return _compile_context.create_kernel(kernel_name, program_name, program.first, _kernel_path, build_options_set, program.second);
999 }
1000
get_program_name(const std::string & kernel_name) const1001 std::string CLKernelLibrary::get_program_name(const std::string &kernel_name) const
1002 {
1003 // Find which program contains the kernel
1004 auto kernel_program_it = _kernel_program_map.find(kernel_name);
1005
1006 if(_kernel_program_map.end() == kernel_program_it)
1007 {
1008 ARM_COMPUTE_ERROR_VAR("Kernel %s not found in the CLKernelLibrary", kernel_name.c_str());
1009 }
1010
1011 const std::string program_name = kernel_program_it->second;
1012
1013 return program_name;
1014 }
1015
init(std::string kernel_path,cl::Context context,cl::Device device)1016 void CLKernelLibrary::init(std::string kernel_path, cl::Context context, cl::Device device)
1017 {
1018 _compile_context = CLCompileContext(context, device);
1019 _kernel_path = kernel_path;
1020 }
1021
set_kernel_path(const std::string & kernel_path)1022 void CLKernelLibrary::set_kernel_path(const std::string &kernel_path)
1023 {
1024 _kernel_path = std::move(kernel_path);
1025 }
1026
context()1027 cl::Context &CLKernelLibrary::context()
1028 {
1029 return _compile_context.context();
1030 }
1031
get_device()1032 const cl::Device &CLKernelLibrary::get_device()
1033 {
1034 return _compile_context.get_device();
1035 }
1036
set_device(cl::Device device)1037 void CLKernelLibrary::set_device(cl::Device device)
1038 {
1039 _compile_context.set_device(device);
1040 }
1041
set_context(cl::Context context)1042 void CLKernelLibrary::set_context(cl::Context context)
1043 {
1044 _compile_context.set_context(context);
1045 }
1046
get_kernel_path()1047 std::string CLKernelLibrary::get_kernel_path()
1048 {
1049 return _kernel_path;
1050 }
1051
clear_programs_cache()1052 void CLKernelLibrary::clear_programs_cache()
1053 {
1054 _compile_context.clear_programs_cache();
1055 }
1056
get_built_programs() const1057 const std::map<std::string, cl::Program> &CLKernelLibrary::get_built_programs() const
1058 {
1059 return _compile_context.get_built_programs();
1060 }
1061
add_built_program(const std::string & built_program_name,const cl::Program & program)1062 void CLKernelLibrary::add_built_program(const std::string &built_program_name, const cl::Program &program)
1063 {
1064 _compile_context.add_built_program(built_program_name, program);
1065 }
1066
fp16_supported() const1067 bool CLKernelLibrary::fp16_supported() const
1068 {
1069 return _compile_context.fp16_supported();
1070 }
1071
int64_base_atomics_supported() const1072 bool CLKernelLibrary::int64_base_atomics_supported() const
1073 {
1074 return _compile_context.int64_base_atomics_supported();
1075 }
1076
get_program(const std::string & program_name) const1077 std::pair<std::string, bool> CLKernelLibrary::get_program(const std::string &program_name) const
1078 {
1079 #ifdef EMBEDDED_KERNELS
1080 const auto program_source_it = _program_source_map.find(program_name);
1081
1082 if(program_source_it == _program_source_map.end())
1083 {
1084 ARM_COMPUTE_ERROR_VAR("Embedded program for %s does not exist.", program_name.c_str());
1085 }
1086
1087 return std::make_pair(program_source_it->second, false);
1088 #else /* EMBEDDED_KERNELS */
1089 // Check for binary
1090 std::string source_name = _kernel_path + program_name;
1091 std::string binary_name = source_name + "bin";
1092 std::string program_source{};
1093 bool is_binary = false;
1094
1095 if(std::ifstream(binary_name).is_open())
1096 {
1097 program_source = read_file(binary_name, true);
1098 is_binary = true;
1099 }
1100 else if(std::ifstream(source_name).is_open())
1101 {
1102 program_source = read_file(source_name, false);
1103 }
1104 else
1105 {
1106 ARM_COMPUTE_ERROR_VAR("Kernel file %s does not exist.", source_name.c_str());
1107 }
1108
1109 return std::make_pair(program_source, is_binary);
1110 #endif /* EMBEDDED_KERNELS */
1111 }
1112
max_local_workgroup_size(const cl::Kernel & kernel) const1113 size_t CLKernelLibrary::max_local_workgroup_size(const cl::Kernel &kernel) const
1114 {
1115 return _compile_context.max_local_workgroup_size(kernel);
1116 }
1117
default_ndrange() const1118 cl::NDRange CLKernelLibrary::default_ndrange() const
1119 {
1120 return _compile_context.default_ndrange();
1121 }
1122
get_device_version()1123 std::string CLKernelLibrary::get_device_version()
1124 {
1125 return _compile_context.get_device_version();
1126 }
1127
get_num_compute_units()1128 cl_uint CLKernelLibrary::get_num_compute_units()
1129 {
1130 return _compile_context.get_num_compute_units();
1131 }
1132
get_compile_context()1133 CLCompileContext &CLKernelLibrary::get_compile_context()
1134 {
1135 return _compile_context;
1136 }
1137