Move CPU/GPU files from Core/Runtime to the respective backend folders
Legacy structure contained two libraries core/runtime with two backends
in each.
We reduce the core/runtime libraries to a single library thus merging
the backend files
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Change-Id: I69545765fe7a730368105cdbd067d3135ec7a174
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6155
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
diff --git a/src/gpu/cl/ClKernelLibrary.cpp b/src/gpu/cl/ClKernelLibrary.cpp
new file mode 100644
index 0000000..5cd969e
--- /dev/null
+++ b/src/gpu/cl/ClKernelLibrary.cpp
@@ -0,0 +1,1029 @@
+/*
+ * Copyright (c) 2016-2021 Arm Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#include "src/gpu/cl/ClKernelLibrary.h"
+
+#include "arm_compute/core/Error.h"
+#include "arm_compute/core/Utils.h"
+
+#include <algorithm>
+#include <array>
+#include <fstream>
+#include <utility>
+
+#ifdef ARM_COMPUTE_COMPRESSED_KERNELS
+#include <zlib.h>
+
+namespace
+{
+/* Decoding table */
+constexpr std::array<uint8_t, 256> b64_invtab =
+{
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 62, 0, 0, 0, 63,
+ 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 0, 0, 0, 0, 0, 0,
+ 0, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14,
+ 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 0, 0, 0, 0, 0,
+ 0, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40,
+ 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
+};
+
+/** Decode a base64 encoded string
+ *
+ * @param[in] str Base64 encoded string to decode
+ *
+ * @return The decode string in case of a valid, non-empty string otherwise an empty string
+ */
+std::string decode_base64(const std::string &str)
+{
+ constexpr const char pad_char = '=';
+
+ // Handle empty string
+ if(str.empty())
+ {
+ return {};
+ }
+
+ // Base64 encoded string has size multiple of 4
+ if(str.length() % 4)
+ {
+ return {};
+ }
+
+ //
+ // Check encoded string padding
+ std::size_t padding = (str.rbegin()[0] == pad_char) + (str.rbegin()[1] == pad_char);
+ const int str_len = str.size();
+
+ // Reserve memory for the decoded string
+ // Note each 4 consecutive elements of 6-bit encode 3 bytes
+ std::string dec_b64;
+ dec_b64.reserve(((str_len / 4) * 3));
+
+ // Block decoding function (exclude padding)
+ int c = 0;
+ const int end = str_len - 4 - padding;
+ for(; c <= end; c += 4)
+ {
+ const int byte0 = b64_invtab[str[c]];
+ const int byte1 = b64_invtab[str[c + 1]];
+ const int byte2 = b64_invtab[str[c + 2]];
+ const int byte3 = b64_invtab[str[c + 3]];
+
+ dec_b64.push_back((byte0 << 2) | (byte1 >> 4));
+ dec_b64.push_back((byte1 << 4) | (byte2 >> 2));
+ dec_b64.push_back((byte2 << 6) | (byte3));
+ }
+
+ // Last step that might contain padding symbols
+ if(padding == 1)
+ {
+ const int byte0 = b64_invtab[str[c]];
+ const int byte1 = b64_invtab[str[c + 1]];
+ const int byte2 = b64_invtab[str[c + 2]];
+
+ dec_b64.push_back((byte0 << 2) | (byte1 >> 4));
+ dec_b64.push_back((byte1 << 4) | (byte2 >> 2));
+ }
+ else if(padding == 2)
+ {
+ const int byte0 = b64_invtab[str[c]];
+ const int byte1 = b64_invtab[str[c + 1]];
+
+ dec_b64.push_back((byte0 << 2) | (byte1 >> 4));
+ }
+
+ return dec_b64;
+}
+
+/** Decompress a zlib compressed string
+ *
+ * @param[in] str ZLib compressed string
+ *
+ * @return The decompressed string if successful, otherwise false.
+ */
+std::string decompress_zlib(const std::string &str)
+{
+ // Create and initialize decompression stream
+ z_stream ds{};
+ if(inflateInit(&ds) != Z_OK)
+ {
+ return std::string();
+ }
+ ds.avail_in = str.size();
+ ds.next_in = (Bytef *)str.data();
+
+ // Roll-over the string using a buffer and decompress
+ int status = Z_OK;
+ char roll_buff[16384];
+ std::string inflated_str;
+ do
+ {
+ ds.avail_out = sizeof(roll_buff);
+ ds.next_out = reinterpret_cast<Bytef *>(roll_buff);
+
+ status = inflate(&ds, 0);
+ if(inflated_str.size() < ds.total_out)
+ {
+ inflated_str.append(roll_buff, ds.total_out - inflated_str.size());
+ }
+ }
+ while(status == Z_OK);
+
+ // Finalize decompression stream
+ inflateEnd(&ds);
+ if(status != Z_STREAM_END)
+ {
+ return std::string();
+ }
+
+ return inflated_str;
+}
+} // namespace
+#endif /* ARM_COMPUTE_COMPRESSED_KERNELS */
+
+namespace arm_compute
+{
+namespace opencl
+{
+const std::map<std::string, std::string> ClKernelLibrary::_kernel_program_map =
+{
+ // Common Kernels
+ { "activation_layer", "common/activation_layer.cl" },
+ { "activation_layer_quant", "common/activation_layer_quant.cl" },
+ { "activation_layer_quant_f32", "common/activation_layer_quant.cl" },
+ { "arg_min_max_x", "common/arg_min_max.cl" },
+ { "arg_min_max_y", "common/arg_min_max.cl" },
+ { "arg_min_max_z", "common/arg_min_max.cl" },
+ { "arg_min_max_w", "common/arg_min_max.cl" },
+ { "bitwise_or", "common/bitwise_op.cl" },
+ { "bitwise_and", "common/bitwise_op.cl" },
+ { "bitwise_xor", "common/bitwise_op.cl" },
+ { "bitwise_not", "common/bitwise_op.cl" },
+ { "bounding_box_transform", "common/bounding_box_transform.cl" },
+ { "bounding_box_transform_quantized", "common/bounding_box_transform_quantized.cl" },
+ { "compare_equal", "common/comparisons.cl" },
+ { "compare_equal_quantized", "common/comparisons.cl" },
+ { "compare_notequal", "common/comparisons.cl" },
+ { "compare_notequal_quantized", "common/comparisons.cl" },
+ { "compare_greater", "common/comparisons.cl" },
+ { "compare_greater_quantized", "common/comparisons.cl" },
+ { "compare_greaterequal", "common/comparisons.cl" },
+ { "compare_greaterequal_quantized", "common/comparisons.cl" },
+ { "compare_less", "common/comparisons.cl" },
+ { "compare_less_quantized", "common/comparisons.cl" },
+ { "compare_lessequal", "common/comparisons.cl" },
+ { "compare_lessequal_quantized", "common/comparisons.cl" },
+ { "concatenate", "common/concatenate.cl" },
+ { "concatenate_width", "common/concatenate.cl" },
+ { "concatenate_height", "common/concatenate.cl" },
+ { "concatenate_width_x2", "common/concatenate.cl" },
+ { "concatenate_width_x4", "common/concatenate.cl" },
+ { "col2im", "common/col2im.cl" },
+ { "cast_down", "common/cast.cl" },
+ { "cast_up", "common/cast.cl" },
+ { "convert_fc_weights", "common/convert_fc_weights.cl" },
+ { "copy_tensor", "common/copy_tensor.cl" },
+ { "crop_tensor", "common/crop_tensor.cl" },
+ { "deconvolution_reshape", "common/deconvolution_layer.cl" },
+ { "deconvolution_upsample", "common/deconvolution_layer.cl" },
+ { "dequantization_layer", "common/dequantization_layer.cl" },
+ { "elementwise_operation_ADD", "common/elementwise_operation.cl" },
+ { "elementwise_operation_SUB", "common/elementwise_operation.cl" },
+ { "elementwise_operation_MAX", "common/elementwise_operation.cl" },
+ { "elementwise_operation_MIN", "common/elementwise_operation.cl" },
+ { "elementwise_operation_DIV", "common/elementwise_operation.cl" },
+ { "elementwise_operation_SQUARED_DIFF", "common/elementwise_operation.cl" },
+ { "elementwise_operation_POWER", "common/elementwise_operation.cl" },
+ { "elementwise_operation_PRELU", "common/elementwise_operation.cl" },
+ { "elementwise_operation_AND", "common/elementwise_operation.cl" },
+ { "elementwise_operation_OR", "common/elementwise_operation.cl" },
+ { "elementwise_operation_ADD_quantized", "common/elementwise_operation_quantized.cl" },
+ { "elementwise_operation_SUB_quantized", "common/elementwise_operation_quantized.cl" },
+ { "elementwise_operation_MAX_quantized", "common/elementwise_operation_quantized.cl" },
+ { "elementwise_operation_MIN_quantized", "common/elementwise_operation_quantized.cl" },
+ { "elementwise_operation_DIV_quantized", "common/elementwise_operation_quantized.cl" },
+ { "elementwise_operation_SQUARED_DIFF_quantized", "common/elementwise_operation_quantized.cl" },
+ { "elementwise_operation_PRELU_quantized", "common/elementwise_operation_quantized.cl" },
+ { "elementwise_unary", "common/elementwise_unary.cl" },
+ { "fft_digit_reverse_axis_0", "common/fft_digit_reverse.cl" },
+ { "fft_digit_reverse_axis_1", "common/fft_digit_reverse.cl" },
+ { "fft_radix_2_first_stage_axis_0", "common/fft.cl" },
+ { "fft_radix_2_first_stage_axis_1", "common/fft.cl" },
+ { "fft_radix_2_axis_0", "common/fft.cl" },
+ { "fft_radix_2_axis_1", "common/fft.cl" },
+ { "fft_radix_3_first_stage_axis_0", "common/fft.cl" },
+ { "fft_radix_3_first_stage_axis_1", "common/fft.cl" },
+ { "fft_radix_3_axis_0", "common/fft.cl" },
+ { "fft_radix_3_axis_1", "common/fft.cl" },
+ { "fft_radix_4_first_stage_axis_0", "common/fft.cl" },
+ { "fft_radix_4_first_stage_axis_1", "common/fft.cl" },
+ { "fft_radix_4_axis_0", "common/fft.cl" },
+ { "fft_radix_4_axis_1", "common/fft.cl" },
+ { "fft_radix_5_first_stage_axis_0", "common/fft.cl" },
+ { "fft_radix_5_first_stage_axis_1", "common/fft.cl" },
+ { "fft_radix_5_axis_0", "common/fft.cl" },
+ { "fft_radix_5_axis_1", "common/fft.cl" },
+ { "fft_radix_7_first_stage_axis_0", "common/fft.cl" },
+ { "fft_radix_7_first_stage_axis_1", "common/fft.cl" },
+ { "fft_radix_7_axis_0", "common/fft.cl" },
+ { "fft_radix_7_axis_1", "common/fft.cl" },
+ { "fft_radix_8_first_stage_axis_0", "common/fft.cl" },
+ { "fft_radix_8_first_stage_axis_1", "common/fft.cl" },
+ { "fft_radix_8_axis_0", "common/fft.cl" },
+ { "fft_radix_8_axis_1", "common/fft.cl" },
+ { "fft_scale_conj", "common/fft_scale.cl" },
+ { "fill_image_borders_constant", "common/fill_border.cl" },
+ { "fill_image_borders_replicate", "common/fill_border.cl" },
+ { "floor_layer", "common/floor.cl" },
+ { "fuse_batchnormalization_layer", "common/batchnormalization_layer.cl" },
+ { "gather", "common/gather.cl" },
+ { "gemm_ma_f16", "common/gemm.cl" },
+ { "gemm_ma_f32", "common/gemm.cl" },
+ { "gemm_mv", "common/gemv.cl" },
+ { "gemm_mv_quantized", "common/gemv.cl" },
+ { "gemm_mm_interleaved_transposed_f16", "common/gemm_v1.cl" },
+ { "gemm_mm_interleaved_transposed_f16_acc32", "common/gemm_v1.cl" },
+ { "gemm_mm_interleaved_transposed_f16_bifrost", "common/gemm_v1.cl" },
+ { "gemm_mm_interleaved_transposed_f32", "common/gemm_v1.cl" },
+ { "gemm_mm_interleaved_transposed_f32_bifrost", "common/gemm_v1.cl" },
+ { "gemm_mm_floating_point", "common/gemm_v1.cl" },
+ { "gemm_mm_floating_point_f16_bifrost", "common/gemm_v1.cl" },
+ { "gemm_mm_floating_point_f16_bifrost_acc32", "common/gemm_v1.cl" },
+ { "gemm_mm_floating_point_f32_bifrost", "common/gemm_v1.cl" },
+ { "gemm_mm_floating_point_f32_bifrost_1000", "common/gemm_v1.cl" },
+ { "gemm_mm_native", "common/gemm.cl" },
+ { "gemm_mm_reshaped_lhs_nt_rhs_t", "common/gemm.cl" },
+ { "gemm_mm_reshaped_lhs_nt_rhs_t_texture", "common/gemm.cl" },
+ { "gemm_mm_reshaped_lhs_t_rhs_nt", "common/gemm.cl" },
+ { "gemm_mm_reshaped_lhs_t_rhs_nt_texture", "common/gemm.cl" },
+ { "gemm_mm_reshaped_only_rhs_nt", "common/gemm.cl" },
+ { "gemm_mm_reshaped_only_rhs_nt_texture", "common/gemm.cl" },
+ { "gemm_mm_reshaped_only_rhs_t", "common/gemm.cl" },
+ { "gemm_mm_reshaped_only_rhs_t_texture", "common/gemm.cl" },
+ { "gemm_lc_vm_f32", "common/gemm.cl" },
+ { "gemm_reshape_lhs_matrix_nt", "common/gemm.cl" },
+ { "gemm_reshape_lhs_matrix_t", "common/gemm.cl" },
+ { "gemm_reshape_rhs_matrix_nt", "common/gemm.cl" },
+ { "gemm_reshape_rhs_matrix_t", "common/gemm.cl" },
+ { "gemmlowp_matrix_a_reduction", "common/gemmlowp.cl" },
+ { "gemmlowp_matrix_a_reduction_dot8", "common/gemmlowp.cl" },
+ { "gemmlowp_matrix_b_reduction", "common/gemmlowp.cl" },
+ { "gemmlowp_mm_native", "common/gemmlowp.cl" },
+ { "gemmlowp_mm_reshaped_lhs_nt_rhs_t", "common/gemmlowp.cl" },
+ { "gemmlowp_mm_reshaped_only_rhs_t", "common/gemmlowp.cl" },
+ { "gemmlowp_mm_reshaped_only_rhs_t_fused_output_stage_fixedpoint", "common/gemmlowp.cl" },
+ { "gemmlowp_offset_contribution", "common/gemmlowp.cl" },
+ { "gemmlowp_offset_contribution_quantize_down", "common/gemmlowp.cl" },
+ { "gemmlowp_offset_contribution_quantize_down_fixedpoint", "common/gemmlowp.cl" },
+ { "gemmlowp_output_stage_quantize_down", "common/gemmlowp.cl" },
+ { "gemmlowp_output_stage_quantize_down_fixedpoint", "common/gemmlowp.cl" },
+ { "gemmlowp_output_stage_quantize_down_fixedpoint_qsymm16", "common/gemmlowp.cl" },
+ { "gemmlowp_output_stage_quantize_down_float", "common/gemmlowp.cl" },
+ { "generate_proposals_compute_all_anchors", "common/generate_proposals.cl" },
+ { "generate_proposals_compute_all_anchors_quantized", "common/generate_proposals_quantized.cl" },
+ { "instance_normalization", "common/instance_normalization.cl" },
+ { "compute_mean_var", "common/instance_normalization.cl" },
+ { "l2_normalize_x", "common/l2_normalize.cl" },
+ { "l2_normalize_y", "common/l2_normalize.cl" },
+ { "l2_normalize_z", "common/l2_normalize.cl" },
+ { "max_unpooling_layer_2", "common/unpooling_layer.cl" },
+ { "mean_stddev_normalization", "common/mean_stddev_normalization.cl" },
+ { "memset", "common/memset.cl" },
+ { "minmax_layer", "common/minmax_layer.cl" },
+ { "non_max_suppression", "common/nonmax.cl" },
+ { "pad_layer_constant", "common/pad_layer.cl" },
+ { "pad_layer_symmetric_reflect", "common/pad_layer.cl" },
+ { "permute", "common/permute.cl" },
+ { "pixelwise_mul_complex", "common/pixelwise_mul_float.cl" },
+ { "pixelwise_mul_float", "common/pixelwise_mul_float.cl" },
+ { "pixelwise_mul_int", "common/pixelwise_mul_int.cl" },
+ { "pixelwise_mul_quantized", "common/pixelwise_mul_int.cl" },
+ { "pooling_layer_2", "common/pooling_layer.cl" },
+ { "pooling_layer_3", "common/pooling_layer.cl" },
+ { "pooling_layer_optimized_3", "common/pooling_layer.cl" },
+ { "pooling_layer_7", "common/pooling_layer.cl" },
+ { "qlstm_layer_normalization", "common/qlstm_layer_normalization.cl" },
+ { "quantization_layer", "common/quantization_layer.cl" },
+ { "range", "common/range.cl" },
+ { "range_quantized", "common/range.cl" },
+ { "reduction_operation_x", "common/reduction_operation.cl" },
+ { "reduction_operation_non_parallel_x", "common/reduction_operation.cl" },
+ { "reduction_operation_y", "common/reduction_operation.cl" },
+ { "reduction_operation_z", "common/reduction_operation.cl" },
+ { "reduction_operation_w", "common/reduction_operation.cl" },
+ { "reshape_layer", "common/reshape_layer.cl" },
+ { "reshape_to_columns", "common/convolution_layer.cl" },
+ { "reverse", "common/reverse.cl" },
+ { "roi_align_layer", "common/roi_align_layer.cl" },
+ { "roi_align_layer_quantized", "common/roi_align_layer_quantized.cl" },
+ { "roi_pooling_layer", "common/roi_pooling_layer.cl" },
+ { "select_same_rank", "common/select.cl" },
+ { "select_different_rank_2", "common/select.cl" },
+ { "select_different_rank_n", "common/select.cl" },
+ { "softmax_layer_norm", "common/softmax_layer.cl" },
+ { "softmax_layer_norm_quantized", "common/softmax_layer_quantized.cl" },
+ { "softmax_layer_max_shift_exp_sum_quantized_serial", "common/softmax_layer_quantized.cl" },
+ { "softmax_layer_max_shift_exp_sum_quantized_parallel", "common/softmax_layer_quantized.cl" },
+ { "softmax_layer_max_shift_exp_sum_serial", "common/softmax_layer.cl" },
+ { "softmax_layer_max_shift_exp_sum_parallel", "common/softmax_layer.cl" },
+ { "stack_layer", "common/stack_layer.cl" },
+ { "strided_slice", "common/slice_ops.cl" },
+ { "tile", "common/tile.cl" },
+ { "transpose", "common/transpose.cl" },
+#ifdef ENABLE_NCHW_KERNELS
+ { "batch_to_space_nchw", "nchw/batch_to_space.cl" },
+ { "batch_to_space_static_nchw", "nchw/batch_to_space.cl" },
+ { "batchnormalization_layer_nchw", "nchw/batchnormalization_layer.cl" },
+ { "channel_shuffle_nchw", "nchw/channel_shuffle.cl" },
+ { "depth_to_space_nchw", "nchw/depth_to_space.cl" },
+ { "dequantization_layer_per_channel_nchw", "nchw/dequantization_layer.cl" },
+ { "direct_convolution1x1", "nchw/direct_convolution1x1.cl" },
+ { "direct_convolution1x1_f32_bifrost", "nchw/direct_convolution1x1.cl" },
+ { "direct_convolution3x3", "nchw/direct_convolution3x3.cl" },
+ { "direct_convolution3x3_f32_bifrost", "nchw/direct_convolution3x3.cl" },
+ { "direct_convolution5x5", "nchw/direct_convolution5x5.cl" },
+ { "direct_convolution5x5_f32_bifrost", "nchw/direct_convolution5x5.cl" },
+ { "direct_convolution_quantized", "nchw/direct_convolution_quantized.cl" },
+ { "im2col1x1_stridex1_nchw", "nchw/im2col.cl" },
+ { "im2col3x3_nchw", "nchw/im2col.cl" },
+ { "im2col5x5_nchw", "nchw/im2col.cl" },
+ { "im2col11x11_padx0_pady0_nchw", "nchw/im2col.cl" },
+ { "im2col_generic_nchw", "nchw/im2col.cl" },
+ { "im2col_generic_padx0_pady0_nchw", "nchw/im2col.cl" },
+ { "normalization_layer_cross_map_nchw", "nchw/normalization_layer.cl" },
+ { "normalization_layer_in_map_nchw", "nchw/normalization_layer.cl" },
+ { "normalize_planar_yuv_layer_nchw", "nchw/normalize_planar_yuv_layer.cl" },
+ { "normalize_planar_yuv_layer_q8_nchw", "nchw/normalize_planar_yuv_layer_quantized.cl" },
+ { "pooling_layer_MxN_nchw", "nchw/pooling_layer.cl" },
+ { "pooling_layer_2_nchw_indices_fp32", "nchw/pooling_layer.cl" },
+ { "pooling_layer_2_nchw_indices_fp16", "nchw/pooling_layer.cl" },
+ { "pooling_layer_MxN_quantized_nchw", "nchw/pooling_layer_quantized.cl" },
+ { "prior_box_layer_nchw", "nchw/prior_box_layer.cl" },
+ { "remap_nearest_neighbour_nchw", "nchw/remap.cl" },
+ { "remap_bilinear_nchw", "nchw/remap.cl" },
+ { "reorg_layer_nchw", "nchw/reorg_layer.cl" },
+ { "scale_nearest_neighbour_nchw", "nchw/scale.cl" },
+ { "scale_bilinear_nchw", "nchw/scale.cl" },
+ { "space_to_batch_nchw", "nchw/space_to_batch.cl" },
+ { "space_to_batch_static_nchw", "nchw/space_to_batch.cl" },
+ { "space_to_depth_nchw", "nchw/space_to_depth.cl" },
+ { "upsample_layer_nchw", "nchw/upsample_layer.cl" },
+ { "winograd_filter_transform_2x2_3x3_nchw", "nchw/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_2x1_3x1_nchw", "nchw/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_1x2_1x3_nchw", "nchw/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_4x4_3x3_nchw", "nchw/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_4x1_3x1_nchw", "nchw/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_1x4_1x3_nchw", "nchw/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_4x4_5x5_nchw", "nchw/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_4x1_5x1_nchw", "nchw/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_1x4_1x5_nchw", "nchw/winograd_filter_transform.cl" },
+ { "winograd_input_transform_2x2_3x3_stepz1_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_input_transform_2x2_3x3_stepz2_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_input_transform_2x1_3x1_stepz1_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_input_transform_2x1_3x1_stepz2_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_input_transform_1x2_1x3_stepz1_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_input_transform_1x2_1x3_stepz2_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_input_transform_4x4_3x3_stepz1_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_input_transform_4x1_3x1_stepz1_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_input_transform_1x4_1x3_stepz1_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_input_transform_4x4_5x5_stepz1_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_input_transform_4x1_5x1_stepz1_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_input_transform_1x4_1x5_stepz1_nchw", "nchw/winograd_input_transform.cl" },
+ { "winograd_output_transform_2x2_3x3_nchw", "nchw/winograd_output_transform.cl" },
+ { "winograd_output_transform_2x1_3x1_nchw", "nchw/winograd_output_transform.cl" },
+ { "winograd_output_transform_1x2_1x3_nchw", "nchw/winograd_output_transform.cl" },
+ { "winograd_output_transform_4x4_3x3_nchw", "nchw/winograd_output_transform.cl" },
+ { "winograd_output_transform_4x1_3x1_nchw", "nchw/winograd_output_transform.cl" },
+ { "winograd_output_transform_1x4_1x3_nchw", "nchw/winograd_output_transform.cl" },
+ { "winograd_output_transform_4x4_5x5_nchw", "nchw/winograd_output_transform.cl" },
+ { "winograd_output_transform_4x1_5x1_nchw", "nchw/winograd_output_transform.cl" },
+ { "winograd_output_transform_1x4_1x5_nchw", "nchw/winograd_output_transform.cl" },
+#endif /* ENABLE_NCHW_KERNELS */
+#ifdef ENABLE_NHWC_KERNELS
+ { "batch_to_space_nhwc", "nhwc/batch_to_space.cl" },
+ { "batch_to_space_static_nhwc", "nhwc/batch_to_space.cl" },
+ { "batchnormalization_layer_nhwc", "nhwc/batchnormalization_layer.cl" },
+ { "channel_shuffle_nhwc", "nhwc/channel_shuffle.cl" },
+ { "depth_to_space_nhwc", "nhwc/depth_to_space.cl" },
+ { "dequantization_layer_per_channel_nhwc", "nhwc/dequantization_layer.cl" },
+ { "dwc_native_fp_nhwc", "nhwc/dwc_native_fp_nhwc.cl" },
+ { "dwc_native_quantized_nhwc", "nhwc/dwc_native_quantized_nhwc.cl" },
+ { "direct_convolution_nhwc", "nhwc/direct_convolution.cl" },
+ { "im2col3x3_nhwc", "nhwc/im2col.cl" },
+ { "im2col9x9_nhwc", "nhwc/im2col.cl" },
+ { "im2col_generic_nhwc", "nhwc/im2col.cl" },
+ { "normalization_layer_cross_map_nhwc", "nhwc/normalization_layer.cl" },
+ { "normalization_layer_in_map_nhwc", "nhwc/normalization_layer.cl" },
+ { "normalize_planar_yuv_layer_nhwc", "nhwc/normalize_planar_yuv_layer.cl" },
+ { "normalize_planar_yuv_layer_q8_nhwc", "nhwc/normalize_planar_yuv_layer_quantized.cl" },
+ { "pooling_layer_MxN_nhwc", "nhwc/pooling_layer.cl" },
+ { "pooling_layer_2x2_nhwc", "nhwc/pooling_layer.cl" },
+ { "pooling_layer_MxN_quantized_nhwc", "nhwc/pooling_layer_quantized.cl" },
+ { "remap_nearest_neighbour_nhwc", "nhwc/remap.cl" },
+ { "remap_bilinear_nhwc", "nhwc/remap.cl" },
+ { "reorg_layer_nhwc", "nhwc/reorg_layer.cl" },
+ { "scale_nearest_neighbour_nhwc", "nhwc/scale.cl" },
+ { "scale_bilinear_nhwc", "nhwc/scale.cl" },
+ { "space_to_batch_nhwc", "nhwc/space_to_batch.cl" },
+ { "space_to_batch_static_nhwc", "nhwc/space_to_batch.cl" },
+ { "space_to_depth_nhwc", "nhwc/space_to_depth.cl" },
+ { "upsample_layer_nhwc", "nhwc/upsample_layer.cl" },
+ { "winograd_filter_transform_4x1_3x1_nhwc", "nhwc/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_1x4_1x3_nhwc", "nhwc/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_4x4_3x3_nhwc", "nhwc/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_4x4_5x5_nhwc", "nhwc/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_4x1_5x1_nhwc", "nhwc/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_1x4_1x5_nhwc", "nhwc/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_2x2_7x7_nhwc", "nhwc/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_2x1_7x1_nhwc", "nhwc/winograd_filter_transform.cl" },
+ { "winograd_filter_transform_1x2_1x7_nhwc", "nhwc/winograd_filter_transform.cl" },
+ { "winograd_input_transform_4x1_3x1_stepz1_nhwc", "nhwc/winograd_input_transform.cl" },
+ { "winograd_input_transform_1x4_1x3_stepz1_nhwc", "nhwc/winograd_input_transform.cl" },
+ { "winograd_input_transform_4x4_3x3_stepz1_nhwc", "nhwc/winograd_input_transform.cl" },
+ { "winograd_input_transform_4x4_5x5_stepz1_nhwc", "nhwc/winograd_input_transform.cl" },
+ { "winograd_input_transform_4x1_5x1_stepz1_nhwc", "nhwc/winograd_input_transform.cl" },
+ { "winograd_input_transform_1x4_1x5_stepz1_nhwc", "nhwc/winograd_input_transform.cl" },
+ { "winograd_input_transform_2x2_7x7_stepz1_nhwc", "nhwc/winograd_input_transform.cl" },
+ { "winograd_input_transform_2x1_7x1_stepz1_nhwc", "nhwc/winograd_input_transform.cl" },
+ { "winograd_input_transform_1x2_1x7_stepz1_nhwc", "nhwc/winograd_input_transform.cl" },
+ { "winograd_output_transform_4x1_3x1_nhwc", "nhwc/winograd_output_transform.cl" },
+ { "winograd_output_transform_1x4_1x3_nhwc", "nhwc/winograd_output_transform.cl" },
+ { "winograd_output_transform_4x4_3x3_nhwc", "nhwc/winograd_output_transform.cl" },
+ { "winograd_output_transform_4x4_5x5_nhwc", "nhwc/winograd_output_transform.cl" },
+ { "winograd_output_transform_4x1_5x1_nhwc", "nhwc/winograd_output_transform.cl" },
+ { "winograd_output_transform_1x4_1x5_nhwc", "nhwc/winograd_output_transform.cl" },
+ { "winograd_output_transform_2x2_7x7_nhwc", "nhwc/winograd_output_transform.cl" },
+ { "winograd_output_transform_2x1_7x1_nhwc", "nhwc/winograd_output_transform.cl" },
+ { "winograd_output_transform_1x2_1x7_nhwc", "nhwc/winograd_output_transform.cl" },
+#endif /* ENABLE_NHWC_KERNELS */
+};
+
+const std::map<std::string, std::string> ClKernelLibrary::_program_source_map =
+{
+#ifdef EMBEDDED_KERNELS
+ {
+ "common/activation_layer.cl",
+#include "./cl_kernels/common/activation_layer.clembed"
+ },
+ {
+ "common/activation_layer_quant.cl",
+#include "./cl_kernels/common/activation_layer_quant.clembed"
+ },
+ {
+ "common/arg_min_max.cl",
+#include "./cl_kernels/common/arg_min_max.clembed"
+ },
+ {
+ "common/bitwise_op.cl",
+#include "./cl_kernels/common/bitwise_op.clembed"
+ },
+ {
+ "common/bounding_box_transform.cl",
+#include "./cl_kernels/common/bounding_box_transform.clembed"
+ },
+ {
+ "common/bounding_box_transform_quantized.cl",
+#include "./cl_kernels/common/bounding_box_transform_quantized.clembed"
+ },
+ {
+ "common/col2im.cl",
+#include "./cl_kernels/common/col2im.clembed"
+ },
+ {
+ "common/comparisons.cl",
+#include "./cl_kernels/common/comparisons.clembed"
+ },
+ {
+ "common/concatenate.cl",
+#include "./cl_kernels/common/concatenate.clembed"
+ },
+ {
+ "common/convert_fc_weights.cl",
+#include "./cl_kernels/common/convert_fc_weights.clembed"
+ },
+ {
+ "common/convolution_layer.cl",
+#include "./cl_kernels/common/convolution_layer.clembed"
+ },
+ {
+ "common/copy_tensor.cl",
+#include "./cl_kernels/common/copy_tensor.clembed"
+ },
+ {
+ "common/crop_tensor.cl",
+#include "./cl_kernels/common/crop_tensor.clembed"
+ },
+ {
+ "common/deconvolution_layer.cl",
+#include "./cl_kernels/common/deconvolution_layer.clembed"
+ },
+ {
+ "common/cast.cl",
+#include "./cl_kernels/common/cast.clembed"
+ },
+ {
+ "common/dequantization_layer.cl",
+#include "./cl_kernels/common/dequantization_layer.clembed"
+ },
+ {
+ "common/elementwise_operation.cl",
+#include "./cl_kernels/common/elementwise_operation.clembed"
+ },
+ {
+ "common/elementwise_operation_quantized.cl",
+#include "./cl_kernels/common/elementwise_operation_quantized.clembed"
+ },
+ {
+ "common/elementwise_unary.cl",
+#include "./cl_kernels/common/elementwise_unary.clembed"
+ },
+ {
+ "common/fft.cl",
+#include "./cl_kernels/common/fft.clembed"
+ },
+ {
+ "common/fft_digit_reverse.cl",
+#include "./cl_kernels/common/fft_digit_reverse.clembed"
+ },
+ {
+ "common/fft_scale.cl",
+#include "./cl_kernels/common/fft_scale.clembed"
+ },
+ {
+ "common/fill_border.cl",
+#include "./cl_kernels/common/fill_border.clembed"
+ },
+ {
+ "common/floor.cl",
+#include "./cl_kernels/common/floor.clembed"
+ },
+ {
+ "common/gather.cl",
+#include "./cl_kernels/common/gather.clembed"
+ },
+ {
+ "common/gemm.cl",
+#include "./cl_kernels/common/gemm.clembed"
+ },
+ {
+ "common/gemm_v1.cl",
+#include "./cl_kernels/common/gemm_v1.clembed"
+ },
+ {
+ "common/gemmlowp.cl",
+#include "./cl_kernels/common/gemmlowp.clembed"
+ },
+ {
+ "common/gemv.cl",
+#include "./cl_kernels/common/gemv.clembed"
+ },
+ {
+ "common/generate_proposals.cl",
+#include "./cl_kernels/common/generate_proposals.clembed"
+ },
+ {
+ "common/generate_proposals_quantized.cl",
+#include "./cl_kernels/common/generate_proposals_quantized.clembed"
+ },
+ {
+ "helpers.h",
+#include "./cl_kernels/helpers.hembed"
+ },
+ {
+ "helpers_asymm.h",
+#include "./cl_kernels/helpers_asymm.hembed"
+ },
+ {
+ "common/instance_normalization.cl",
+#include "./cl_kernels/common/instance_normalization.clembed"
+ },
+ {
+ "common/l2_normalize.cl",
+#include "./cl_kernels/common/l2_normalize.clembed"
+ },
+ {
+ "common/mean_stddev_normalization.cl",
+#include "./cl_kernels/common/mean_stddev_normalization.clembed"
+ },
+ {
+ "common/memset.cl",
+#include "./cl_kernels/common/memset.clembed"
+ },
+ {
+ "common/minmax_layer.cl",
+#include "./cl_kernels/common/minmax_layer.clembed"
+ },
+ {
+ "common/nonmax.cl",
+#include "./cl_kernels/common/nonmax.clembed"
+ },
+ {
+ "common/batchnormalization_layer.cl",
+#include "./cl_kernels/common/batchnormalization_layer.clembed"
+ },
+ {
+ "common/pad_layer.cl",
+#include "./cl_kernels/common/pad_layer.clembed"
+ },
+ {
+ "common/permute.cl",
+#include "./cl_kernels/common/permute.clembed"
+ },
+ {
+ "common/pixelwise_mul_float.cl",
+#include "./cl_kernels/common/pixelwise_mul_float.clembed"
+ },
+ {
+ "common/pixelwise_mul_int.cl",
+#include "./cl_kernels/common/pixelwise_mul_int.clembed"
+ },
+ {
+ "common/pooling_layer.cl",
+#include "./cl_kernels/common/pooling_layer.clembed"
+ },
+ {
+ "common/qlstm_layer_normalization.cl",
+#include "./cl_kernels/common/qlstm_layer_normalization.clembed"
+ },
+ {
+ "common/quantization_layer.cl",
+#include "./cl_kernels/common/quantization_layer.clembed"
+ },
+ {
+ "common/range.cl",
+#include "./cl_kernels/common/range.clembed"
+ },
+ {
+ "common/reduction_operation.cl",
+#include "./cl_kernels/common/reduction_operation.clembed"
+ },
+ {
+ "common/reshape_layer.cl",
+#include "./cl_kernels/common/reshape_layer.clembed"
+ },
+ {
+ "common/reverse.cl",
+#include "./cl_kernels/common/reverse.clembed"
+ },
+ {
+ "common/roi_align_layer.cl",
+#include "./cl_kernels/common/roi_align_layer.clembed"
+ },
+ {
+ "common/roi_align_layer_quantized.cl",
+#include "./cl_kernels/common/roi_align_layer_quantized.clembed"
+ },
+ {
+ "common/roi_pooling_layer.cl",
+#include "./cl_kernels/common/roi_pooling_layer.clembed"
+ },
+ {
+ "common/select.cl",
+#include "./cl_kernels/common/select.clembed"
+ },
+ {
+ "common/softmax_layer.cl",
+#include "./cl_kernels/common/softmax_layer.clembed"
+ },
+ {
+ "common/softmax_layer_quantized.cl",
+#include "./cl_kernels/common/softmax_layer_quantized.clembed"
+ },
+ {
+ "common/slice_ops.cl",
+#include "./cl_kernels/common/slice_ops.clembed"
+ },
+ {
+ "common/stack_layer.cl",
+#include "./cl_kernels/common/stack_layer.clembed"
+ },
+ {
+ "common/tile.cl",
+#include "./cl_kernels/common/tile.clembed"
+ },
+ {
+ "common/transpose.cl",
+#include "./cl_kernels/common/transpose.clembed"
+ },
+ {
+ "types.h",
+#include "./cl_kernels/types.hembed"
+ },
+ {
+ "common/unpooling_layer.cl",
+#include "./cl_kernels/common/unpooling_layer.clembed"
+ },
+#ifdef ENABLE_NCHW_KERNELS
+ {
+ "nchw/batch_to_space.cl",
+#include "./cl_kernels/nchw/batch_to_space.clembed"
+ },
+ {
+ "nchw/channel_shuffle.cl",
+#include "./cl_kernels/nchw/channel_shuffle.clembed"
+ },
+ {
+ "nchw/upsample_layer.cl",
+#include "./cl_kernels/nchw/upsample_layer.clembed"
+ },
+ {
+ "nchw/depth_to_space.cl",
+#include "./cl_kernels/nchw/depth_to_space.clembed"
+ },
+ {
+ "nchw/dequantization_layer.cl",
+#include "./cl_kernels/nchw/dequantization_layer.clembed"
+ },
+ {
+ "nchw/direct_convolution1x1.cl",
+#include "./cl_kernels/nchw/direct_convolution1x1.clembed"
+ },
+ {
+ "nchw/direct_convolution3x3.cl",
+#include "./cl_kernels/nchw/direct_convolution3x3.clembed"
+ },
+ {
+ "nchw/direct_convolution5x5.cl",
+#include "./cl_kernels/nchw/direct_convolution5x5.clembed"
+ },
+ {
+ "nchw/direct_convolution_quantized.cl",
+#include "./cl_kernels/nchw/direct_convolution_quantized.clembed"
+ },
+ {
+ "nchw/im2col.cl",
+#include "./cl_kernels/nchw/im2col.clembed"
+ },
+ {
+ "nchw/normalization_layer.cl",
+#include "./cl_kernels/nchw/normalization_layer.clembed"
+ },
+ {
+ "nchw/normalize_planar_yuv_layer.cl",
+#include "./cl_kernels/nchw/normalize_planar_yuv_layer.clembed"
+ },
+ {
+ "nchw/normalize_planar_yuv_layer_quantized.cl",
+#include "./cl_kernels/nchw/normalize_planar_yuv_layer_quantized.clembed"
+ },
+ {
+ "nchw/batchnormalization_layer.cl",
+#include "./cl_kernels/nchw/batchnormalization_layer.clembed"
+ },
+ {
+ "nchw/pooling_layer.cl",
+#include "./cl_kernels/nchw/pooling_layer.clembed"
+ },
+ {
+ "nchw/pooling_layer_quantized.cl",
+#include "./cl_kernels/nchw/pooling_layer_quantized.clembed"
+ },
+ {
+ "nchw/prior_box_layer.cl",
+#include "./cl_kernels/nchw/prior_box_layer.clembed"
+ },
+ {
+ "nchw/remap.cl",
+#include "./cl_kernels/nchw/remap.clembed"
+ },
+ {
+ "nchw/reorg_layer.cl",
+#include "./cl_kernels/nchw/reorg_layer.clembed"
+ },
+ {
+ "nchw/scale.cl",
+#include "./cl_kernels/nchw/scale.clembed"
+ },
+ {
+ "nchw/space_to_batch.cl",
+#include "./cl_kernels/nchw/space_to_batch.clembed"
+ },
+ {
+ "nchw/space_to_depth.cl",
+#include "./cl_kernels/nchw/space_to_depth.clembed"
+ },
+ {
+ "nchw/winograd_filter_transform.cl",
+#include "./cl_kernels/nchw/winograd_filter_transform.clembed"
+ },
+ {
+ "nchw/winograd_input_transform.cl",
+#include "./cl_kernels/nchw/winograd_input_transform.clembed"
+ },
+ {
+ "nchw/winograd_output_transform.cl",
+#include "./cl_kernels/nchw/winograd_output_transform.clembed"
+ },
+#endif /* ENABLE_NCHW_KERNELS */
+
+#ifdef ENABLE_NHWC_KERNELS
+ {
+ "nhwc/batch_to_space.cl",
+#include "./cl_kernels/nhwc/batch_to_space.clembed"
+ },
+ {
+ "nhwc/channel_shuffle.cl",
+#include "./cl_kernels/nhwc/channel_shuffle.clembed"
+ },
+ {
+ "nhwc/upsample_layer.cl",
+#include "./cl_kernels/nhwc/upsample_layer.clembed"
+ },
+ {
+ "nhwc/depth_to_space.cl",
+#include "./cl_kernels/nhwc/depth_to_space.clembed"
+ },
+ {
+ "nhwc/dequantization_layer.cl",
+#include "./cl_kernels/nhwc/dequantization_layer.clembed"
+ },
+ {
+ "nhwc/direct_convolution.cl",
+#include "./cl_kernels/nhwc/direct_convolution.clembed"
+ },
+ {
+ "nhwc/dwc_native_fp_nhwc.cl",
+#include "./cl_kernels/nhwc/dwc_native_fp_nhwc.clembed"
+ },
+ {
+ "nhwc/dwc_native_quantized_nhwc.cl",
+#include "./cl_kernels/nhwc/dwc_native_quantized_nhwc.clembed"
+ },
+ {
+ "nhwc/normalization_layer.cl",
+#include "./cl_kernels/nhwc/normalization_layer.clembed"
+ },
+ {
+ "nhwc/normalize_planar_yuv_layer.cl",
+#include "./cl_kernels/nhwc/normalize_planar_yuv_layer.clembed"
+ },
+ {
+ "nhwc/normalize_planar_yuv_layer_quantized.cl",
+#include "./cl_kernels/nhwc/normalize_planar_yuv_layer_quantized.clembed"
+ },
+ {
+ "nhwc/im2col.cl",
+#include "./cl_kernels/nhwc/im2col.clembed"
+ },
+ {
+ "nhwc/batchnormalization_layer.cl",
+#include "./cl_kernels/nhwc/batchnormalization_layer.clembed"
+ },
+ {
+ "nhwc/pooling_layer.cl",
+#include "./cl_kernels/nhwc/pooling_layer.clembed"
+ },
+ {
+ "nhwc/pooling_layer_quantized.cl",
+#include "./cl_kernels/nhwc/pooling_layer_quantized.clembed"
+ },
+ {
+ "nhwc/remap.cl",
+#include "./cl_kernels/nhwc/remap.clembed"
+ },
+ {
+ "nhwc/reorg_layer.cl",
+#include "./cl_kernels/nhwc/reorg_layer.clembed"
+ },
+ {
+ "nhwc/scale.cl",
+#include "./cl_kernels/nhwc/scale.clembed"
+ },
+ {
+ "nhwc/space_to_batch.cl",
+#include "./cl_kernels/nhwc/space_to_batch.clembed"
+ },
+ {
+ "nhwc/space_to_depth.cl",
+#include "./cl_kernels/nhwc/space_to_depth.clembed"
+ },
+ {
+ "nhwc/winograd_filter_transform.cl",
+#include "./cl_kernels/nhwc/winograd_filter_transform.clembed"
+ },
+ {
+ "nhwc/winograd_input_transform.cl",
+#include "./cl_kernels/nhwc/winograd_input_transform.clembed"
+ },
+ {
+ "nhwc/winograd_output_transform.cl",
+#include "./cl_kernels/nhwc/winograd_output_transform.clembed"
+ },
+#endif /* ENABLE_NHWC_KERNELS */
+#endif /* EMBEDDED_KERNELS */
+};
+
+ClKernelLibrary &ClKernelLibrary::get()
+{
+ static ClKernelLibrary _kernel_library;
+ return _kernel_library;
+}
+
+std::string ClKernelLibrary::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;
+}
+
+void ClKernelLibrary::set_kernel_path(std::string kernel_path)
+{
+ _kernel_path = std::move(kernel_path);
+ _kernel_path += "/";
+}
+
+const std::string &ClKernelLibrary::kernel_path() const
+{
+ return _kernel_path;
+}
+
+ClKernelLibrary::ClProgramInfo ClKernelLibrary::program(const std::string &program_name) const
+{
+#ifdef EMBEDDED_KERNELS
+#ifdef ARM_COMPUTE_COMPRESSED_KERNELS
+ const auto inflatted_program_source_it = _decompressed_source_map.find(program_name);
+ if(inflatted_program_source_it != _decompressed_source_map.end())
+ {
+ return ClProgramInfo{ inflatted_program_source_it->second, false };
+ }
+#endif /* ARM_COMPUTE_COMPRESSED_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());
+ }
+ std::string program_source = program_source_it->second;
+
+#ifdef ARM_COMPUTE_COMPRESSED_KERNELS
+ std::string decompressed_program_source = decompress_zlib(decode_base64(program_source_it->second));
+ ARM_COMPUTE_ERROR_ON_MSG(decompressed_program_source.empty(), "Cannot de-compress requested program");
+ _decompressed_source_map.insert(std::make_pair(program_name, decompressed_program_source));
+ program_source = std::move(decompressed_program_source);
+#endif /* ARM_COMPUTE_COMPRESSED_KERNELS */
+
+ return ClProgramInfo{ program_source, 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 ClProgramInfo{ program_source, is_binary };
+#endif /* EMBEDDED_KERNELS */
+}
+} // namespace opencl
+} // namespace arm_compute