diff options
Diffstat (limited to 'src/core/CL/CLKernelLibrary.cpp')
| -rw-r--r-- | src/core/CL/CLKernelLibrary.cpp | 1032 |
1 files changed, 25 insertions, 1007 deletions
diff --git a/src/core/CL/CLKernelLibrary.cpp b/src/core/CL/CLKernelLibrary.cpp index d4073c6f30..e69d006750 100644 --- a/src/core/CL/CLKernelLibrary.cpp +++ b/src/core/CL/CLKernelLibrary.cpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2016-2020 ARM Limited. + * Copyright (c) 2016-2021 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -23,1098 +23,116 @@ */ #include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/CL/CLHelpers.h" #include "arm_compute/core/Error.h" -#include "arm_compute/core/Utils.h" -#include "support/StringSupport.h" + +#include "src/gpu/cl/ClKernelLibrary.h" #include <algorithm> +#include <array> #include <fstream> -#include <iostream> #include <utility> #include <vector> - -using namespace arm_compute; -const std::map<std::string, std::string> CLKernelLibrary::_kernel_program_map = +namespace arm_compute { - { "absdiff", "absdiff.cl" }, - { "accumulate", "accumulate.cl" }, - { "accumulate_squared", "accumulate.cl" }, - { "accumulate_weighted", "accumulate.cl" }, - { "activation_layer", "activation_layer.cl" }, - { "activation_layer_quant", "activation_layer_quant.cl" }, - { "activation_layer_quant_f32", "activation_layer_quant.cl" }, - { "arg_min_max_x", "arg_min_max.cl" }, - { "arg_min_max_y", "arg_min_max.cl" }, - { "arg_min_max_z", "arg_min_max.cl" }, - { "arg_min_max_w", "arg_min_max.cl" }, - { "batch_to_space_nchw", "batch_to_space.cl" }, - { "batch_to_space_static_nchw", "batch_to_space.cl" }, - { "batch_to_space_nhwc", "batch_to_space.cl" }, - { "batch_to_space_static_nhwc", "batch_to_space.cl" }, - { "batchnormalization_layer_nchw", "batchnormalization_layer.cl" }, - { "batchnormalization_layer_nhwc", "batchnormalization_layer.cl" }, - { "bitwise_or", "bitwise_op.cl" }, - { "bitwise_and", "bitwise_op.cl" }, - { "bitwise_xor", "bitwise_op.cl" }, - { "bitwise_not", "bitwise_op.cl" }, - { "bounding_box_transform", "bounding_box_transform.cl" }, - { "bounding_box_transform_quantized", "bounding_box_transform_quantized.cl" }, - { "channel_combine_NV", "channel_combine.cl" }, - { "channel_combine_RGB888", "channel_combine.cl" }, - { "channel_combine_RGBA8888", "channel_combine.cl" }, - { "channel_combine_UYVY422", "channel_combine.cl" }, - { "channel_combine_YUYV422", "channel_combine.cl" }, - { "channel_shuffle_nchw", "channel_shuffle.cl" }, - { "channel_shuffle_nhwc", "channel_shuffle.cl" }, - { "channel_extract_NV12", "channel_extract.cl" }, - { "channel_extract_NV21", "channel_extract.cl" }, - { "channel_extract_RGB888", "channel_extract.cl" }, - { "channel_extract_RGBA8888", "channel_extract.cl" }, - { "channel_extract_UYVY422", "channel_extract.cl" }, - { "channel_extract_YUYV422", "channel_extract.cl" }, - { "combine_gradients_L1", "canny.cl" }, - { "combine_gradients_L2", "canny.cl" }, - { "compare_equal", "comparisons.cl" }, - { "compare_equal_quantized", "comparisons.cl" }, - { "compare_notequal", "comparisons.cl" }, - { "compare_notequal_quantized", "comparisons.cl" }, - { "compare_greater", "comparisons.cl" }, - { "compare_greater_quantized", "comparisons.cl" }, - { "compare_greaterequal", "comparisons.cl" }, - { "compare_greaterequal_quantized", "comparisons.cl" }, - { "compare_less", "comparisons.cl" }, - { "compare_less_quantized", "comparisons.cl" }, - { "compare_lessequal", "comparisons.cl" }, - { "compare_lessequal_quantized", "comparisons.cl" }, - { "concatenate", "concatenate.cl" }, - { "concatenate_width", "concatenate.cl" }, - { "concatenate_height", "concatenate.cl" }, - { "concatenate_width_x2", "concatenate.cl" }, - { "concatenate_width_x4", "concatenate.cl" }, - { "convolution_rectangle", "convolution_rectangle.cl" }, - { "col2im", "col2im.cl" }, - { "convert_depth_down", "depth_convert.cl" }, - { "convert_depth_up", "depth_convert.cl" }, - { "convert_fc_weights", "convert_fc_weights.cl" }, - { "convolution3x3_static", "convolution3x3.cl" }, - { "convolution5x5_static", "convolution5x5.cl" }, - { "convolution7x7_static", "convolution7x7.cl" }, - { "convolution9x9_static", "convolution9x9.cl" }, - { "convolution_separable1x5_static", "convolution5x5.cl" }, - { "convolution_separable5x1_static", "convolution5x5.cl" }, - { "convolution_separable1x7_static", "convolution7x7.cl" }, - { "convolution_separable7x1_static", "convolution7x7.cl" }, - { "convolution_separable1x9_static", "convolution9x9.cl" }, - { "convolution_separable9x1_static", "convolution9x9.cl" }, - { "copy_tensor", "copy_tensor.cl" }, - { "copy_pad_tensor", "copy_tensor.cl" }, - { "copy_plane", "channel_extract.cl" }, - { "copy_planes_3p", "channel_combine.cl" }, - { "copy_to_keypoint", "fast_corners.cl" }, - { "crop_tensor", "crop_tensor.cl" }, - { "deconvolution_reshape", "deconvolution_layer.cl" }, - { "deconvolution_upsample", "deconvolution_layer.cl" }, - { "depthwise_convolution_3x3", "depthwise_convolution.cl" }, - { "depthwise_convolution_3x3_f16", "depthwise_convolution.cl" }, - { "depthwise_convolution_3x3_nhwc", "depthwise_convolution.cl" }, - { "depthwise_convolution_3x3_nhwc_stride1", "depthwise_convolution.cl" }, - { "dwc_MxN_native_fp_nhwc", "depthwise_convolution.cl" }, - { "dwc_MxN_native_quantized8_nhwc", "depthwise_convolution_quantized.cl" }, - { "dwc_3x3_native_quantized8_nchw", "depthwise_convolution_quantized.cl" }, - { "dwc_3x3_native_quantized8_dot8_nchw", "depthwise_convolution_quantized.cl" }, - { "dwc_3x3_reshaped_quantized8_nhwc", "depthwise_convolution_quantized.cl" }, - { "dwc_3x3_reshaped_quantized8_stride1_nhwc", "depthwise_convolution_quantized.cl" }, - { "dwc_3x3_reshaped_quantized8_dot8_stride1_nhwc", "depthwise_convolution_quantized.cl" }, - { "depth_to_space_nchw", "depth_to_space.cl" }, - { "depth_to_space_nhwc", "depth_to_space.cl" }, - { "depthwise_convolution_3x3_stridex1_stridey1_bifrost_f16", "depthwise_convolution.cl" }, - { "depthwise_convolution_3x3_stridex2_stridey2_bifrost_f16", "depthwise_convolution.cl" }, - { "depthwise_convolution_3x3_stridex1_stridey1_bifrost_f32", "depthwise_convolution.cl" }, - { "depthwise_convolution_3x3_stridex2_stridey2_bifrost_f32", "depthwise_convolution.cl" }, - { "depthwise_convolution_reshape_weights", "depthwise_convolution.cl" }, - { "dequantization_layer", "dequantization_layer.cl" }, - { "dequantization_layer_per_channel_nhwc", "dequantization_layer.cl" }, - { "dequantization_layer_per_channel_nchw", "dequantization_layer.cl" }, - { "derivative", "derivative.cl" }, - { "dilate", "dilate.cl" }, - { "direct_convolution1x1", "direct_convolution1x1.cl" }, - { "direct_convolution1x1_nhwc", "direct_convolution1x1.cl" }, - { "direct_convolution1x1_f32_bifrost", "direct_convolution1x1.cl" }, - { "direct_convolution3x3", "direct_convolution3x3.cl" }, - { "direct_convolution3x3_nhwc", "direct_convolution3x3.cl" }, - { "direct_convolution3x3_f32_bifrost", "direct_convolution3x3.cl" }, - { "direct_convolution5x5", "direct_convolution5x5.cl" }, - { "direct_convolution5x5_nhwc", "direct_convolution5x5.cl" }, - { "direct_convolution5x5_f32_bifrost", "direct_convolution5x5.cl" }, - { "direct_convolution_quantized", "direct_convolution_quantized.cl" }, - { "direct_convolution9x9_nhwc", "direct_convolution9x9.cl" }, - { "elementwise_operation_ADD", "elementwise_operation.cl" }, - { "elementwise_operation_SUB", "elementwise_operation.cl" }, - { "elementwise_operation_MAX", "elementwise_operation.cl" }, - { "elementwise_operation_MIN", "elementwise_operation.cl" }, - { "elementwise_operation_DIV", "elementwise_operation.cl" }, - { "elementwise_operation_SQUARED_DIFF", "elementwise_operation.cl" }, - { "elementwise_operation_POWER", "elementwise_operation.cl" }, - { "elementwise_operation_PRELU", "elementwise_operation.cl" }, - { "elementwise_operation_ADD_quantized", "elementwise_operation_quantized.cl" }, - { "elementwise_operation_SUB_quantized", "elementwise_operation_quantized.cl" }, - { "elementwise_operation_MAX_quantized", "elementwise_operation_quantized.cl" }, - { "elementwise_operation_MIN_quantized", "elementwise_operation_quantized.cl" }, - { "elementwise_operation_DIV_quantized", "elementwise_operation_quantized.cl" }, - { "elementwise_operation_SQUARED_DIFF_quantized", "elementwise_operation_quantized.cl" }, - { "elementwise_operation_PRELU_quantized", "elementwise_operation_quantized.cl" }, - { "elementwise_unary", "elementwise_unary.cl" }, - { "erode", "erode.cl" }, - { "fast_corners", "fast_corners.cl" }, - { "fft_digit_reverse_axis_0", "fft_digit_reverse.cl" }, - { "fft_digit_reverse_axis_1", "fft_digit_reverse.cl" }, - { "fft_radix_2_first_stage_axis_0", "fft.cl" }, - { "fft_radix_2_first_stage_axis_1", "fft.cl" }, - { "fft_radix_2_axis_0", "fft.cl" }, - { "fft_radix_2_axis_1", "fft.cl" }, - { "fft_radix_3_first_stage_axis_0", "fft.cl" }, - { "fft_radix_3_first_stage_axis_1", "fft.cl" }, - { "fft_radix_3_axis_0", "fft.cl" }, - { "fft_radix_3_axis_1", "fft.cl" }, - { "fft_radix_4_first_stage_axis_0", "fft.cl" }, - { "fft_radix_4_first_stage_axis_1", "fft.cl" }, - { "fft_radix_4_axis_0", "fft.cl" }, - { "fft_radix_4_axis_1", "fft.cl" }, - { "fft_radix_5_first_stage_axis_0", "fft.cl" }, - { "fft_radix_5_first_stage_axis_1", "fft.cl" }, - { "fft_radix_5_axis_0", "fft.cl" }, - { "fft_radix_5_axis_1", "fft.cl" }, - { "fft_radix_7_first_stage_axis_0", "fft.cl" }, - { "fft_radix_7_first_stage_axis_1", "fft.cl" }, - { "fft_radix_7_axis_0", "fft.cl" }, - { "fft_radix_7_axis_1", "fft.cl" }, - { "fft_radix_8_first_stage_axis_0", "fft.cl" }, - { "fft_radix_8_first_stage_axis_1", "fft.cl" }, - { "fft_radix_8_axis_0", "fft.cl" }, - { "fft_radix_8_axis_1", "fft.cl" }, - { "fft_scale_conj", "fft_scale.cl" }, - { "fill_image_borders_constant", "fill_border.cl" }, - { "fill_image_borders_replicate", "fill_border.cl" }, - { "finalize", "optical_flow_pyramid_lk.cl" }, - { "flatten", "flatten.cl" }, - { "floor_layer", "floor.cl" }, - { "fuse_batchnormalization_layer", "batchnormalization_layer.cl" }, - { "gather", "gather.cl" }, - { "gaussian1x5_sub_x", "gaussian_pyramid.cl" }, - { "gaussian5x1_sub_y", "gaussian_pyramid.cl" }, - { "gemm_accumulate_biases", "gemm.cl" }, - { "gemm_ma_f16", "gemm.cl" }, - { "gemm_ma_f32", "gemm.cl" }, - { "gemm_mv", "gemv.cl" }, - { "gemm_mv_quantized", "gemv.cl" }, - { "gemm_mm_interleaved_transposed_f16", "gemm.cl" }, - { "gemm_mm_interleaved_transposed_f16_acc32", "gemm.cl" }, - { "gemm_mm_interleaved_transposed_f16_bifrost", "gemm.cl" }, - { "gemm_mm_interleaved_transposed_f32", "gemm.cl" }, - { "gemm_mm_interleaved_transposed_f32_bifrost", "gemm.cl" }, - { "gemm_mm_floating_point", "gemm.cl" }, - { "gemm_mm_floating_point_f16_bifrost", "gemm.cl" }, - { "gemm_mm_floating_point_f16_bifrost_acc32", "gemm.cl" }, - { "gemm_mm_floating_point_f32_bifrost", "gemm.cl" }, - { "gemm_mm_floating_point_f32_bifrost_1000", "gemm.cl" }, - { "gemm_mm_native", "gemm.cl" }, - { "gemm_mm_reshaped_lhs_nt_rhs_t", "gemm.cl" }, - { "gemm_mm_reshaped_lhs_t_rhs_nt", "gemm.cl" }, - { "gemm_mm_reshaped_only_rhs_nt", "gemm.cl" }, - { "gemm_mm_reshaped_only_rhs_t", "gemm.cl" }, - { "gemm_lc_vm_f32", "gemm.cl" }, - { "gemm_reshape_lhs_matrix_nt", "gemm.cl" }, - { "gemm_reshape_lhs_matrix_t", "gemm.cl" }, - { "gemm_reshape_rhs_matrix_nt", "gemm.cl" }, - { "gemm_reshape_rhs_matrix_t", "gemm.cl" }, - { "gemmlowp_matrix_a_reduction", "gemmlowp.cl" }, - { "gemmlowp_matrix_a_reduction_dot8", "gemmlowp.cl" }, - { "gemmlowp_matrix_b_reduction", "gemmlowp.cl" }, - { "gemmlowp_mm_native", "gemmlowp.cl" }, - { "gemmlowp_mm_reshaped_lhs_nt_rhs_t", "gemmlowp.cl" }, - { "gemmlowp_mm_reshaped_only_rhs_t", "gemmlowp.cl" }, - { "gemmlowp_mm_reshaped_only_rhs_t_fused_output_stage_fixedpoint", "gemmlowp.cl" }, - { "gemmlowp_offset_contribution", "gemmlowp.cl" }, - { "gemmlowp_offset_contribution_quantize_down", "gemmlowp.cl" }, - { "gemmlowp_offset_contribution_quantize_down_fixedpoint", "gemmlowp.cl" }, - { "gemmlowp_output_stage_quantize_down", "gemmlowp.cl" }, - { "gemmlowp_output_stage_quantize_down_fixedpoint", "gemmlowp.cl" }, - { "gemmlowp_output_stage_quantize_down_fixedpoint_qsymm16", "gemmlowp.cl" }, - { "gemmlowp_output_stage_quantize_down_float", "gemmlowp.cl" }, - { "generate_proposals_compute_all_anchors", "generate_proposals.cl" }, - { "generate_proposals_compute_all_anchors_quantized", "generate_proposals_quantized.cl" }, - { "harris_score_3x3", "harris_corners.cl" }, - { "harris_score_5x5", "harris_corners.cl" }, - { "harris_score_7x7", "harris_corners.cl" }, - { "hist_border_kernel", "histogram.cl" }, - { "hist_border_kernel_fixed", "histogram.cl" }, - { "hist_local_kernel", "histogram.cl" }, - { "hist_local_kernel_fixed", "histogram.cl" }, - { "hog_block_normalization", "hog.cl" }, - { "hog_detector", "hog.cl" }, - { "hog_orientation_binning", "hog.cl" }, - { "hysteresis", "canny.cl" }, - { "im2col1x1_stridex1_nchw", "im2col.cl" }, - { "im2col3x3_nchw", "im2col.cl" }, - { "im2col5x5_nchw", "im2col.cl" }, - { "im2col11x11_padx0_pady0_nchw", "im2col.cl" }, - { "im2col_generic_nchw", "im2col.cl" }, - { "im2col_generic_padx0_pady0_nchw", "im2col.cl" }, - { "im2col3x3_nhwc", "im2col.cl" }, - { "im2col9x9_nhwc", "im2col.cl" }, - { "im2col_generic_nhwc", "im2col.cl" }, - { "init_level", "optical_flow_pyramid_lk.cl" }, - { "init_level_max", "optical_flow_pyramid_lk.cl" }, - { "init_level_max_initial_estimate", "optical_flow_pyramid_lk.cl" }, - { "instance_normalization", "instance_normalization.cl" }, - { "integral_horizontal", "integral_image.cl" }, - { "integral_vertical", "integral_image.cl" }, - { "IYUV_to_NV12_bt709", "color_convert.cl" }, - { "IYUV_to_RGB888_bt709", "color_convert.cl" }, - { "IYUV_to_RGBA8888_bt709", "color_convert.cl" }, - { "IYUV_to_YUV444_bt709", "color_convert.cl" }, - { "l2_normalize_x", "l2_normalize.cl" }, - { "l2_normalize_y", "l2_normalize.cl" }, - { "l2_normalize_z", "l2_normalize.cl" }, - { "lktracker_stage0", "optical_flow_pyramid_lk.cl" }, - { "lktracker_stage1", "optical_flow_pyramid_lk.cl" }, - { "magnitude_phase", "magnitude_phase.cl" }, - { "mean_stddev_accumulate", "mean_stddev.cl" }, - { "mean_stddev_normalization", "mean_stddev_normalization.cl" }, - { "memset", "memset.cl" }, - { "minmax", "minmaxloc.cl" }, - { "minmax_border", "minmaxloc.cl" }, - { "minmax_layer", "minmax_layer.cl" }, - { "minmaxloc", "minmaxloc.cl" }, - { "non_linear_filter_box3x3", "non_linear_filter3x3.cl" }, - { "non_linear_filter_cross3x3", "non_linear_filter3x3.cl" }, - { "non_linear_filter_disk3x3", "non_linear_filter3x3.cl" }, - { "non_linear_filter_box5x5", "non_linear_filter5x5.cl" }, - { "non_linear_filter_cross5x5", "non_linear_filter5x5.cl" }, - { "non_linear_filter_disk5x5", "non_linear_filter5x5.cl" }, - { "non_max_suppression", "nonmax.cl" }, - { "normalization_layer_cross_map", "normalization_layer.cl" }, - { "normalization_layer_in_map_nchw", "normalization_layer.cl" }, - { "normalization_layer_in_map_nhwc", "normalization_layer.cl" }, - { "normalize_planar_yuv_layer_nchw", "normalize_planar_yuv_layer.cl" }, - { "normalize_planar_yuv_layer_nhwc", "normalize_planar_yuv_layer.cl" }, - { "normalize_planar_yuv_layer_q8_nchw", "normalize_planar_yuv_layer_quantized.cl" }, - { "normalize_planar_yuv_layer_q8_nhwc", "normalize_planar_yuv_layer_quantized.cl" }, - { "NV12_to_IYUV_bt709", "color_convert.cl" }, - { "NV12_to_RGB888_bt709", "color_convert.cl" }, - { "NV12_to_RGBA8888_bt709", "color_convert.cl" }, - { "NV12_to_YUV444_bt709", "color_convert.cl" }, - { "NV21_to_IYUV_bt709", "color_convert.cl" }, - { "NV21_to_RGB888_bt709", "color_convert.cl" }, - { "NV21_to_RGBA8888_bt709", "color_convert.cl" }, - { "NV21_to_YUV444_bt709", "color_convert.cl" }, - { "pad_layer_constant", "pad_layer.cl" }, - { "pad_layer_symmetric_reflect", "pad_layer.cl" }, - { "permute", "permute.cl" }, - { "pixelwise_mul_complex", "pixelwise_mul_float.cl" }, - { "pixelwise_mul_float", "pixelwise_mul_float.cl" }, - { "pixelwise_mul_int", "pixelwise_mul_int.cl" }, - { "pixelwise_mul_quantized", "pixelwise_mul_int.cl" }, - { "pooling_layer_2", "pooling_layer.cl" }, - { "pooling_layer_3", "pooling_layer.cl" }, - { "pooling_layer_optimized_3", "pooling_layer.cl" }, - { "pooling_layer_7", "pooling_layer.cl" }, - { "pooling_layer_MxN_nchw", "pooling_layer.cl" }, - { "pooling_layer_MxN_nhwc", "pooling_layer.cl" }, - { "pooling_layer_MxN_quantized_nhwc", "pooling_layer_quantized.cl" }, - { "pooling_layer_MxN_quantized_nchw", "pooling_layer_quantized.cl" }, - { "prior_box_layer_nchw", "prior_box_layer.cl" }, - { "qlstm_layer_normalization", "qlstm_layer_normalization.cl" }, - { "quantization_layer", "quantization_layer.cl" }, - { "range", "range.cl" }, - { "range_quantized", "range.cl" }, - { "reduction_operation_x", "reduction_operation.cl" }, - { "reduction_operation_non_parallel_x", "reduction_operation.cl" }, - { "reduction_operation_y", "reduction_operation.cl" }, - { "reduction_operation_z", "reduction_operation.cl" }, - { "reduction_operation_w", "reduction_operation.cl" }, - { "remap_nearest_neighbour", "remap.cl" }, - { "remap_bilinear", "remap.cl" }, - { "reorg_layer_nchw", "reorg_layer.cl" }, - { "reorg_layer_nhwc", "reorg_layer.cl" }, - { "reshape_layer", "reshape_layer.cl" }, - { "reshape_to_columns", "convolution_layer.cl" }, - { "reverse", "reverse.cl" }, - { "RGB888_to_IYUV_bt709", "color_convert.cl" }, - { "RGB888_to_NV12_bt709", "color_convert.cl" }, - { "RGB888_to_RGBA8888_bt709", "color_convert.cl" }, - { "RGB888_to_U8_bt709", "color_convert.cl" }, - { "RGB888_to_YUV444_bt709", "color_convert.cl" }, - { "RGBA8888_to_IYUV_bt709", "color_convert.cl" }, - { "RGBA8888_to_NV12_bt709", "color_convert.cl" }, - { "RGBA8888_to_RGB888_bt709", "color_convert.cl" }, - { "RGBA8888_to_YUV444_bt709", "color_convert.cl" }, - { "roi_align_layer", "roi_align_layer.cl" }, - { "roi_align_layer_quantized", "roi_align_layer_quantized.cl" }, - { "roi_pooling_layer", "roi_pooling_layer.cl" }, - { "scale_nearest_neighbour_nchw", "scale.cl" }, - { "scale_nearest_neighbour_nhwc", "scale.cl" }, - { "scale_bilinear_nchw", "scale.cl" }, - { "scale_bilinear_nhwc", "scale.cl" }, - { "scale_bilinear_quantized_nchw", "scale_quantized.cl" }, - { "scale_bilinear_quantized_nhwc", "scale_quantized.cl" }, - { "scharr3x3", "scharr_filter.cl" }, - { "select_same_rank", "select.cl" }, - { "select_different_rank_2", "select.cl" }, - { "select_different_rank_n", "select.cl" }, - { "sobel3x3", "sobel_filter.cl" }, - { "sobel_separable5x1", "sobel_filter.cl" }, - { "sobel_separable1x5", "sobel_filter.cl" }, - { "sobel_separable7x1", "sobel_filter.cl" }, - { "sobel_separable1x7", "sobel_filter.cl" }, - { "softmax_layer_norm", "softmax_layer.cl" }, - { "softmax_layer_norm_quantized", "softmax_layer_quantized.cl" }, - { "softmax_layer_max_shift_exp_sum_quantized_serial", "softmax_layer_quantized.cl" }, - { "softmax_layer_max_shift_exp_sum_quantized_parallel", "softmax_layer_quantized.cl" }, - { "softmax_layer_max_shift_exp_sum_serial", "softmax_layer.cl" }, - { "space_to_batch_nchw", "space_to_batch.cl" }, - { "space_to_batch_static_nchw", "space_to_batch.cl" }, - { "space_to_batch_nhwc", "space_to_batch.cl" }, - { "space_to_batch_static_nhwc", "space_to_batch.cl" }, - { "space_to_depth_nchw", "space_to_depth.cl" }, - { "space_to_depth_nhwc", "space_to_depth.cl" }, - { "softmax_layer_max_shift_exp_sum_parallel", "softmax_layer.cl" }, - { "stack_layer", "stack_layer.cl" }, - { "strided_slice", "slice_ops.cl" }, - { "suppress_non_maximum", "canny.cl" }, - { "tablelookup_U8", "tablelookup.cl" }, - { "tablelookup_S16", "tablelookup.cl" }, - { "threshold_binary", "threshold.cl" }, - { "threshold_range", "threshold.cl" }, - { "tile", "tile.cl" }, - { "transpose", "transpose.cl" }, - { "UYVY422_to_IYUV_bt709", "color_convert.cl" }, - { "UYVY422_to_NV12_bt709", "color_convert.cl" }, - { "UYVY422_to_RGB888_bt709", "color_convert.cl" }, - { "UYVY422_to_RGBA8888_bt709", "color_convert.cl" }, - { "upsample_layer_nchw", "upsample_layer.cl" }, - { "upsample_layer_nhwc", "upsample_layer.cl" }, - { "warp_affine_nearest_neighbour", "warp_affine.cl" }, - { "warp_affine_bilinear", "warp_affine.cl" }, - { "warp_perspective_nearest_neighbour", "warp_perspective.cl" }, - { "warp_perspective_bilinear", "warp_perspective.cl" }, - { "winograd_filter_transform_2x2_3x3_nchw", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_2x1_3x1_nchw", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_1x2_1x3_nchw", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_4x4_3x3_nchw", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_4x1_3x1_nchw", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_1x4_1x3_nchw", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_4x4_5x5_nchw", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_4x1_5x1_nchw", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_1x4_1x5_nchw", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_4x1_3x1_nhwc", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_1x4_1x3_nhwc", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_4x4_3x3_nhwc", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_4x4_5x5_nhwc", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_4x1_5x1_nhwc", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_1x4_1x5_nhwc", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_2x2_7x7_nhwc", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_2x1_7x1_nhwc", "winograd_filter_transform.cl" }, - { "winograd_filter_transform_1x2_1x7_nhwc", "winograd_filter_transform.cl" }, - { "winograd_input_transform_2x2_3x3_stepz1_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_2x2_3x3_stepz2_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_2x1_3x1_stepz1_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_2x1_3x1_stepz2_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_1x2_1x3_stepz1_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_1x2_1x3_stepz2_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_4x4_3x3_stepz1_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_4x1_3x1_stepz1_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_1x4_1x3_stepz1_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_4x4_5x5_stepz1_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_4x1_5x1_stepz1_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_1x4_1x5_stepz1_nchw", "winograd_input_transform.cl" }, - { "winograd_input_transform_4x1_3x1_stepz1_nhwc", "winograd_input_transform.cl" }, - { "winograd_input_transform_1x4_1x3_stepz1_nhwc", "winograd_input_transform.cl" }, - { "winograd_input_transform_4x4_3x3_stepz1_nhwc", "winograd_input_transform.cl" }, - { "winograd_input_transform_4x4_5x5_stepz1_nhwc", "winograd_input_transform.cl" }, - { "winograd_input_transform_4x1_5x1_stepz1_nhwc", "winograd_input_transform.cl" }, - { "winograd_input_transform_1x4_1x5_stepz1_nhwc", "winograd_input_transform.cl" }, - { "winograd_input_transform_2x2_7x7_stepz1_nhwc", "winograd_input_transform.cl" }, - { "winograd_input_transform_2x1_7x1_stepz1_nhwc", "winograd_input_transform.cl" }, - { "winograd_input_transform_1x2_1x7_stepz1_nhwc", "winograd_input_transform.cl" }, - { "winograd_output_transform_2x2_3x3_nchw", "winograd_output_transform.cl" }, - { "winograd_output_transform_2x1_3x1_nchw", "winograd_output_transform.cl" }, - { "winograd_output_transform_1x2_1x3_nchw", "winograd_output_transform.cl" }, - { "winograd_output_transform_4x4_3x3_nchw", "winograd_output_transform.cl" }, - { "winograd_output_transform_4x1_3x1_nchw", "winograd_output_transform.cl" }, - { "winograd_output_transform_1x4_1x3_nchw", "winograd_output_transform.cl" }, - { "winograd_output_transform_4x4_5x5_nchw", "winograd_output_transform.cl" }, - { "winograd_output_transform_4x1_5x1_nchw", "winograd_output_transform.cl" }, - { "winograd_output_transform_1x4_1x5_nchw", "winograd_output_transform.cl" }, - { "winograd_output_transform_4x1_3x1_nhwc", "winograd_output_transform.cl" }, - { "winograd_output_transform_1x4_1x3_nhwc", "winograd_output_transform.cl" }, - { "winograd_output_transform_4x4_3x3_nhwc", "winograd_output_transform.cl" }, - { "winograd_output_transform_4x4_5x5_nhwc", "winograd_output_transform.cl" }, - { "winograd_output_transform_4x1_5x1_nhwc", "winograd_output_transform.cl" }, - { "winograd_output_transform_1x4_1x5_nhwc", "winograd_output_transform.cl" }, - { "winograd_output_transform_2x2_7x7_nhwc", "winograd_output_transform.cl" }, - { "winograd_output_transform_2x1_7x1_nhwc", "winograd_output_transform.cl" }, - { "winograd_output_transform_1x2_1x7_nhwc", "winograd_output_transform.cl" }, - { "yolo_layer_nchw", "yolo_layer.cl" }, - { "yolo_layer_nhwc", "yolo_layer.cl" }, - { "YUYV422_to_IYUV_bt709", "color_convert.cl" }, - { "YUYV422_to_NV12_bt709", "color_convert.cl" }, - { "YUYV422_to_RGB888_bt709", "color_convert.cl" }, - { "YUYV422_to_RGBA8888_bt709", "color_convert.cl" }, -}; - -const std::map<std::string, std::string> CLKernelLibrary::_program_source_map = -{ -#ifdef EMBEDDED_KERNELS - { - "absdiff.cl", -#include "./cl_kernels/absdiff.clembed" - }, - { - "accumulate.cl", -#include "./cl_kernels/accumulate.clembed" - }, - { - "activation_layer.cl", -#include "./cl_kernels/activation_layer.clembed" - }, - { - "activation_layer_quant.cl", -#include "./cl_kernels/activation_layer_quant.clembed" - }, - { - "arg_min_max.cl", -#include "./cl_kernels/arg_min_max.clembed" - }, - { - "batch_to_space.cl", -#include "./cl_kernels/batch_to_space.clembed" - }, - { - "bitwise_op.cl", -#include "./cl_kernels/bitwise_op.clembed" - }, - { - "bounding_box_transform.cl", -#include "./cl_kernels/bounding_box_transform.clembed" - }, - { - "bounding_box_transform_quantized.cl", -#include "./cl_kernels/bounding_box_transform_quantized.clembed" - }, - { - "canny.cl", -#include "./cl_kernels/canny.clembed" - }, - { - "channel_combine.cl", -#include "./cl_kernels/channel_combine.clembed" - }, - { - "channel_extract.cl", -#include "./cl_kernels/channel_extract.clembed" - }, - { - "channel_shuffle.cl", -#include "./cl_kernels/channel_shuffle.clembed" - }, - { - "col2im.cl", -#include "./cl_kernels/col2im.clembed" - }, - { - "comparisons.cl", -#include "./cl_kernels/comparisons.clembed" - }, - { - "concatenate.cl", -#include "./cl_kernels/concatenate.clembed" - }, - { - "color_convert.cl", -#include "./cl_kernels/color_convert.clembed" - }, - { - "convert_fc_weights.cl", -#include "./cl_kernels/convert_fc_weights.clembed" - }, - { - "convolution3x3.cl", -#include "./cl_kernels/convolution3x3.clembed" - }, - { - "convolution5x5.cl", -#include "./cl_kernels/convolution5x5.clembed" - }, - { - "convolution7x7.cl", -#include "./cl_kernels/convolution7x7.clembed" - }, - { - "convolution9x9.cl", -#include "./cl_kernels/convolution9x9.clembed" - }, - { - "convolution_layer.cl", -#include "./cl_kernels/convolution_layer.clembed" - }, - { - "convolution_rectangle.cl", -#include "./cl_kernels/convolution_rectangle.clembed" - }, - { - "copy_tensor.cl", -#include "./cl_kernels/copy_tensor.clembed" - }, - { - "crop_tensor.cl", -#include "./cl_kernels/crop_tensor.clembed" - }, - { - "upsample_layer.cl", -#include "./cl_kernels/upsample_layer.clembed" - }, - { - "deconvolution_layer.cl", -#include "./cl_kernels/deconvolution_layer.clembed" - }, - { - "depth_convert.cl", -#include "./cl_kernels/depth_convert.clembed" - }, - { - "depth_to_space.cl", -#include "./cl_kernels/depth_to_space.clembed" - }, - { - "depthwise_convolution.cl", -#include "./cl_kernels/depthwise_convolution.clembed" - }, - { - "depthwise_convolution_quantized.cl", -#include "./cl_kernels/depthwise_convolution_quantized.clembed" - }, - { - "dequantization_layer.cl", -#include "./cl_kernels/dequantization_layer.clembed" - }, - { - "derivative.cl", -#include "./cl_kernels/derivative.clembed" - }, - { - "dilate.cl", -#include "./cl_kernels/dilate.clembed" - }, - { - "direct_convolution1x1.cl", -#include "./cl_kernels/direct_convolution1x1.clembed" - }, - { - "direct_convolution3x3.cl", -#include "./cl_kernels/direct_convolution3x3.clembed" - }, - { - "direct_convolution5x5.cl", -#include "./cl_kernels/direct_convolution5x5.clembed" - }, - { - "direct_convolution_quantized.cl", -#include "./cl_kernels/direct_convolution_quantized.clembed" - }, - { - "direct_convolution9x9.cl", -#include "./cl_kernels/direct_convolution9x9.clembed" - }, - { - "elementwise_operation.cl", -#include "./cl_kernels/elementwise_operation.clembed" - }, - { - "elementwise_operation_quantized.cl", -#include "./cl_kernels/elementwise_operation_quantized.clembed" - }, - { - "elementwise_unary.cl", -#include "./cl_kernels/elementwise_unary.clembed" - }, - { - "erode.cl", -#include "./cl_kernels/erode.clembed" - }, - { - "fast_corners.cl", -#include "./cl_kernels/fast_corners.clembed" - }, - { - "fft.cl", -#include "./cl_kernels/fft.clembed" - }, - { - "fft_digit_reverse.cl", -#include "./cl_kernels/fft_digit_reverse.clembed" - }, - { - "fft_scale.cl", -#include "./cl_kernels/fft_scale.clembed" - }, - { - "fill_border.cl", -#include "./cl_kernels/fill_border.clembed" - }, - { - "flatten.cl", -#include "./cl_kernels/flatten.clembed" - }, - { - "floor.cl", -#include "./cl_kernels/floor.clembed" - }, - { - "gather.cl", -#include "./cl_kernels/gather.clembed" - }, - { - "gaussian_pyramid.cl", -#include "./cl_kernels/gaussian_pyramid.clembed" - }, - { - "gemm.cl", -#include "./cl_kernels/gemm.clembed" - }, - { - "gemmlowp.cl", -#include "./cl_kernels/gemmlowp.clembed" - }, - { - "gemv.cl", -#include "./cl_kernels/gemv.clembed" - }, - { - "generate_proposals.cl", -#include "./cl_kernels/generate_proposals.clembed" - }, - { - "generate_proposals_quantized.cl", -#include "./cl_kernels/generate_proposals_quantized.clembed" - }, - { - "harris_corners.cl", -#include "./cl_kernels/harris_corners.clembed" - }, - { - "helpers.h", -#include "./cl_kernels/helpers.hembed" - }, - { - "helpers_asymm.h", -#include "./cl_kernels/helpers_asymm.hembed" - }, - { - "histogram.cl", -#include "./cl_kernels/histogram.clembed" - }, - { - "hog.cl", -#include "./cl_kernels/hog.clembed" - }, - { - "im2col.cl", -#include "./cl_kernels/im2col.clembed" - }, - { - "instance_normalization.cl", -#include "./cl_kernels/instance_normalization.clembed" - }, - { - "integral_image.cl", -#include "./cl_kernels/integral_image.clembed" - }, - { - "l2_normalize.cl", -#include "./cl_kernels/l2_normalize.clembed" - }, - { - "magnitude_phase.cl", -#include "./cl_kernels/magnitude_phase.clembed" - }, - { - "mean_stddev.cl", -#include "./cl_kernels/mean_stddev.clembed" - }, - { - "mean_stddev_normalization.cl", -#include "./cl_kernels/mean_stddev_normalization.clembed" - }, - { - "memset.cl", -#include "./cl_kernels/memset.clembed" - }, - { - "minmaxloc.cl", -#include "./cl_kernels/minmaxloc.clembed" - }, - { - "minmax_layer.cl", -#include "./cl_kernels/minmax_layer.clembed" - }, - { - "non_linear_filter3x3.cl", -#include "./cl_kernels/non_linear_filter3x3.clembed" - }, - { - "non_linear_filter5x5.cl", -#include "./cl_kernels/non_linear_filter5x5.clembed" - }, - { - "non_linear_filter_helpers.h", -#include "./cl_kernels/non_linear_filter_helpers.hembed" - }, - { - "nonmax.cl", -#include "./cl_kernels/nonmax.clembed" - }, - { - "normalization_layer.cl", -#include "./cl_kernels/normalization_layer.clembed" - }, - { - "normalize_planar_yuv_layer.cl", -#include "./cl_kernels/normalize_planar_yuv_layer.clembed" - }, - { - "normalize_planar_yuv_layer_quantized.cl", -#include "./cl_kernels/normalize_planar_yuv_layer_quantized.clembed" - }, - { - "batchnormalization_layer.cl", -#include "./cl_kernels/batchnormalization_layer.clembed" - }, - { - "optical_flow_pyramid_lk.cl", -#include "./cl_kernels/optical_flow_pyramid_lk.clembed" - }, - { - "pad_layer.cl", -#include "./cl_kernels/pad_layer.clembed" - }, - { - "permute.cl", -#include "./cl_kernels/permute.clembed" - }, - { - "pixelwise_mul_float.cl", -#include "./cl_kernels/pixelwise_mul_float.clembed" - }, - { - "pixelwise_mul_int.cl", -#include "./cl_kernels/pixelwise_mul_int.clembed" - }, - { - "pooling_layer.cl", -#include "./cl_kernels/pooling_layer.clembed" - }, - { - "pooling_layer_quantized.cl", -#include "./cl_kernels/pooling_layer_quantized.clembed" - }, - { - "prior_box_layer.cl", -#include "./cl_kernels/prior_box_layer.clembed" - }, - { - "qlstm_layer_normalization.cl", -#include "./cl_kernels/qlstm_layer_normalization.clembed" - }, - { - "quantization_layer.cl", -#include "./cl_kernels/quantization_layer.clembed" - }, - { - "range.cl", -#include "./cl_kernels/range.clembed" - }, - { - "reduction_operation.cl", -#include "./cl_kernels/reduction_operation.clembed" - }, - { - "remap.cl", -#include "./cl_kernels/remap.clembed" - }, - { - "reorg_layer.cl", -#include "./cl_kernels/reorg_layer.clembed" - }, - { - "reshape_layer.cl", -#include "./cl_kernels/reshape_layer.clembed" - }, - { - "reverse.cl", -#include "./cl_kernels/reverse.clembed" - }, - { - "roi_align_layer.cl", -#include "./cl_kernels/roi_align_layer.clembed" - }, - { - "roi_align_layer_quantized.cl", -#include "./cl_kernels/roi_align_layer_quantized.clembed" - }, - { - "roi_pooling_layer.cl", -#include "./cl_kernels/roi_pooling_layer.clembed" - }, - { - "scale.cl", -#include "./cl_kernels/scale.clembed" - }, - { - "scale_quantized.cl", -#include "./cl_kernels/scale_quantized.clembed" - }, - { - "scharr_filter.cl", -#include "./cl_kernels/scharr_filter.clembed" - }, - { - "select.cl", -#include "./cl_kernels/select.clembed" - }, - { - "sobel_filter.cl", -#include "./cl_kernels/sobel_filter.clembed" - }, - { - "softmax_layer.cl", -#include "./cl_kernels/softmax_layer.clembed" - }, - { - "softmax_layer_quantized.cl", -#include "./cl_kernels/softmax_layer_quantized.clembed" - }, - { - "slice_ops.cl", -#include "./cl_kernels/slice_ops.clembed" - }, - { - "space_to_batch.cl", -#include "./cl_kernels/space_to_batch.clembed" - }, - { - "space_to_depth.cl", -#include "./cl_kernels/space_to_depth.clembed" - }, - { - "stack_layer.cl", -#include "./cl_kernels/stack_layer.clembed" - }, - { - "tablelookup.cl", -#include "./cl_kernels/tablelookup.clembed" - }, - { - "threshold.cl", -#include "./cl_kernels/threshold.clembed" - }, - { - "tile.cl", -#include "./cl_kernels/tile.clembed" - }, - { - "transpose.cl", -#include "./cl_kernels/transpose.clembed" - }, - { - "types.h", -#include "./cl_kernels/types.hembed" - }, - { - "warp_affine.cl", -#include "./cl_kernels/warp_affine.clembed" - }, - { - "warp_helpers.h", -#include "./cl_kernels/warp_helpers.hembed" - }, - { - "warp_perspective.cl", -#include "./cl_kernels/warp_perspective.clembed" - }, - { - "winograd_filter_transform.cl", -#include "./cl_kernels/winograd_filter_transform.clembed" - }, - { - "winograd_input_transform.cl", -#include "./cl_kernels/winograd_input_transform.clembed" - }, - { - "winograd_output_transform.cl", -#include "./cl_kernels/winograd_output_transform.clembed" - }, - { - "yolo_layer.cl", -#include "./cl_kernels/yolo_layer.clembed" - }, -#endif /* EMBEDDED_KERNELS */ -}; - -CLKernelLibrary::CLKernelLibrary() - : _compile_context(), _kernel_path() +CLKernelLibrary::CLKernelLibrary() : _compile_context() { opencl_is_available(); // Make sure the OpenCL symbols are initialised *before* the CLKernelLibrary is built } - CLKernelLibrary &CLKernelLibrary::get() { static CLKernelLibrary _kernel_library; return _kernel_library; } - -Kernel CLKernelLibrary::create_kernel(const std::string &kernel_name, const std::set<std::string> &build_options_set) const +Kernel CLKernelLibrary::create_kernel(const std::string &kernel_name, + const std::set<std::string> &build_options_set) const { - const std::string program_name = get_program_name(kernel_name); - auto program = get_program(program_name); - - return _compile_context.create_kernel(kernel_name, program_name, program.first, _kernel_path, build_options_set, program.second); + const opencl::ClKernelLibrary &klib = opencl::ClKernelLibrary::get(); + const std::string program_name = klib.program_name(kernel_name); + auto program = klib.program(program_name); + const std::string &kernel_path = CLKernelLibrary::get().get_kernel_path(); + return _compile_context.create_kernel(kernel_name, program_name, program.program, kernel_path, build_options_set, + program.is_binary); } - std::string CLKernelLibrary::get_program_name(const std::string &kernel_name) const { - // Find which program contains the kernel - auto kernel_program_it = _kernel_program_map.find(kernel_name); - - if(_kernel_program_map.end() == kernel_program_it) - { - ARM_COMPUTE_ERROR_VAR("Kernel %s not found in the CLKernelLibrary", kernel_name.c_str()); - } - - const std::string program_name = kernel_program_it->second; - - return program_name; + return opencl::ClKernelLibrary::get().program_name(kernel_name); } - void CLKernelLibrary::init(std::string kernel_path, cl::Context context, cl::Device device) { _compile_context = CLCompileContext(context, device); - _kernel_path = kernel_path; + opencl::ClKernelLibrary::get().set_kernel_path(kernel_path); } - void CLKernelLibrary::set_kernel_path(const std::string &kernel_path) { - _kernel_path = std::move(kernel_path); + opencl::ClKernelLibrary::get().set_kernel_path(kernel_path); } - cl::Context &CLKernelLibrary::context() { return _compile_context.context(); } - const cl::Device &CLKernelLibrary::get_device() { return _compile_context.get_device(); } - void CLKernelLibrary::set_device(cl::Device device) { _compile_context.set_device(device); } - void CLKernelLibrary::set_context(cl::Context context) { _compile_context.set_context(context); } - std::string CLKernelLibrary::get_kernel_path() { - return _kernel_path; + return opencl::ClKernelLibrary::get().kernel_path(); } - void CLKernelLibrary::clear_programs_cache() { _compile_context.clear_programs_cache(); } - const std::map<std::string, cl::Program> &CLKernelLibrary::get_built_programs() const { return _compile_context.get_built_programs(); } - void CLKernelLibrary::add_built_program(const std::string &built_program_name, const cl::Program &program) { _compile_context.add_built_program(built_program_name, program); } - bool CLKernelLibrary::fp16_supported() const { return _compile_context.fp16_supported(); } - bool CLKernelLibrary::int64_base_atomics_supported() const { return _compile_context.int64_base_atomics_supported(); } - +bool CLKernelLibrary::is_wbsm_supported() +{ + return _compile_context.is_wbsm_supported(); +} std::pair<std::string, bool> CLKernelLibrary::get_program(const std::string &program_name) const { -#ifdef EMBEDDED_KERNELS - const auto program_source_it = _program_source_map.find(program_name); - - if(program_source_it == _program_source_map.end()) - { - ARM_COMPUTE_ERROR_VAR("Embedded program for %s does not exist.", program_name.c_str()); - } - - return std::make_pair(program_source_it->second, false); -#else /* EMBEDDED_KERNELS */ - // Check for binary - std::string source_name = _kernel_path + program_name; - std::string binary_name = source_name + "bin"; - std::string program_source{}; - bool is_binary = false; - - if(std::ifstream(binary_name).is_open()) - { - program_source = read_file(binary_name, true); - is_binary = true; - } - else if(std::ifstream(source_name).is_open()) - { - program_source = read_file(source_name, false); - } - else - { - ARM_COMPUTE_ERROR_VAR("Kernel file %s does not exist.", source_name.c_str()); - } - - return std::make_pair(program_source, is_binary); -#endif /* EMBEDDED_KERNELS */ + auto program_info = opencl::ClKernelLibrary::get().program(program_name); + return std::make_pair(std::move(program_info.program), program_info.is_binary); } - size_t CLKernelLibrary::max_local_workgroup_size(const cl::Kernel &kernel) const { return _compile_context.max_local_workgroup_size(kernel); } - cl::NDRange CLKernelLibrary::default_ndrange() const { return _compile_context.default_ndrange(); } - std::string CLKernelLibrary::get_device_version() { return _compile_context.get_device_version(); } - cl_uint CLKernelLibrary::get_num_compute_units() { return _compile_context.get_num_compute_units(); } - CLCompileContext &CLKernelLibrary::get_compile_context() { return _compile_context; } +} // namespace arm_compute |