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authorAnthony Barbier <anthony.barbier@arm.com>2017-09-04 18:44:23 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-09-17 13:03:09 +0100
commit6ff3b19ee6120edf015fad8caab2991faa3070af (patch)
treea7a6dcd16dfd56d79fa1b56a313caeebcc939b68 /src/core/CL/cl_kernels/convolution3x3.cl
downloadComputeLibrary-6ff3b19ee6120edf015fad8caab2991faa3070af.tar.gz
COMPMID-344 Updated doxygen
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae
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+/*
+ * Copyright (c) 2016, 2017 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 "helpers.h"
+
+#ifndef DATA_TYPE
+#define DATA_TYPE short
+#endif
+
+#ifndef DATA_TYPE_OUT
+#define DATA_TYPE_OUT uchar
+#endif
+
+/** Compute a 1D horizontal convolution of size 3 for 8 bytes assuming the input is made of 1 channel of 1 byte (i.e 8 pixels).
+ *
+ * @param[in] left_pixel Pointer to the left pixel.
+ * @param[in] left_coeff Weight of the left pixel
+ * @param[in] middle_coeff Weight of the middle pixel
+ * @param[in] right_coeff Weight of the right pixel
+ *
+ * @return a short8 containing 8 convoluted values.
+ */
+inline VEC_DATA_TYPE(DATA_TYPE, 8) convolution1x3(__global const uchar *left_pixel,
+ const short left_coeff,
+ const short middle_coeff,
+ const short right_coeff)
+{
+ uchar16 temp = vload16(0, left_pixel);
+ VEC_DATA_TYPE(DATA_TYPE, 8)
+ left = CONVERT(temp.s01234567, VEC_DATA_TYPE(DATA_TYPE, 8));
+ VEC_DATA_TYPE(DATA_TYPE, 8)
+ middle = CONVERT(temp.s12345678, VEC_DATA_TYPE(DATA_TYPE, 8));
+ VEC_DATA_TYPE(DATA_TYPE, 8)
+ right = CONVERT(temp.s23456789, VEC_DATA_TYPE(DATA_TYPE, 8));
+
+ return left * (VEC_DATA_TYPE(DATA_TYPE, 8))left_coeff + middle * (VEC_DATA_TYPE(DATA_TYPE, 8))middle_coeff + right * (VEC_DATA_TYPE(DATA_TYPE, 8))right_coeff;
+}
+
+/** Apply a 3x3 convolution matrix to a single channel U8 input image and return the result.
+ *
+ * Convolution matrix layout:
+ *
+ * [ mat0, mat1, mat2 ]\n
+ * [ mat3, mat4, mat5 ]\n
+ * [ mat6, mat7, mat8 ]\n
+ *
+ * @param[in] src A pointer to source Image structure
+ * @param[in] mat0 Coefficient from the convolution matrix
+ * @param[in] mat1 Coefficient from the convolution matrix
+ * @param[in] mat2 Coefficient from the convolution matrix
+ * @param[in] mat3 Coefficient from the convolution matrix
+ * @param[in] mat4 Coefficient from the convolution matrix
+ * @param[in] mat5 Coefficient from the convolution matrix
+ * @param[in] mat6 Coefficient from the convolution matrix
+ * @param[in] mat0 Coefficient from the convolution matrix
+ * @param[in] mat7 Coefficient from the convolution matrix
+ * @param[in] mat8 Coefficient from the convolution matrix
+ * @param[in] scale Convolution matrix scale (Sum of the coefficients, or 1 if the sum is 0)
+ *
+ * @return a short8 containing 8 convoluted and scaled values.
+ */
+inline VEC_DATA_TYPE(DATA_TYPE, 8) convolution3x3(
+ Image *src,
+ const short mat0, const short mat1, const short mat2,
+ const short mat3, const short mat4, const short mat5,
+ const short mat6, const short mat7, const short mat8, uint scale)
+{
+ // Output pixels
+ VEC_DATA_TYPE(DATA_TYPE, 8)
+ pixels;
+
+ // Row 0
+ pixels = convolution1x3(offset(src, -1, -1), mat0, mat1, mat2);
+ // Row
+ pixels += convolution1x3(offset(src, -1, 0), mat3, mat4, mat5);
+ // Row 2
+ pixels += convolution1x3(offset(src, -1, 1), mat6, mat7, mat8);
+
+ // Divide by the scale
+ return pixels / (VEC_DATA_TYPE(DATA_TYPE, 8))scale;
+}
+
+#ifndef DYNAMIC_MATRIX_CONVOLUTION
+
+/** Apply a 3x3 static convolution matrix to a single channel U8 input image and output a single channel image.
+ *
+ * @attention The matrix coefficients(MAT0, MAT1, ... MAT8, SCALE), DATA_TYPE, and DATA_TYPE_OUT need to be passed at compile time.\n
+ * e.g. -DMAT0=1 -DMAT2=2, ...-DMAT8=8, -DSCALE=1, -DDATA_TYPE=int, -DDATA_TYPE_OUT=int
+ *
+ * @param[in] src_ptr Pointer to the source image
+ * @param[in] src_stride_x Stride of the source image in X dimension (in bytes)
+ * @param[in] src_step_x src_stride_x * number of elements along X processed per workitem(in bytes)
+ * @param[in] src_stride_y Stride of the source image in Y dimension (in bytes)
+ * @param[in] src_step_y src_stride_y * number of elements along Y processed per workitem(in bytes)
+ * @param[in] src_offset_first_element_in_bytes The offset of the first element in the source image
+ * @param[out] dst_ptr Pointer to the destination image. Supported data types: U8, S16
+ * @param[in] dst_stride_x Stride of the destination image in X dimension (in bytes)
+ * @param[in] dst_step_x dst_stride_x * number of elements along X processed per workitem(in bytes)
+ * @param[in] dst_stride_y Stride of the destination image in Y dimension (in bytes)
+ * @param[in] dst_step_y dst_stride_y * number of elements along Y processed per workitem(in bytes)
+ * @param[in] dst_offset_first_element_in_bytes The offset of the first element in the destination image
+ */
+__kernel void convolution3x3_static(
+ IMAGE_DECLARATION(src),
+ IMAGE_DECLARATION(dst))
+{
+ Image src = CONVERT_TO_IMAGE_STRUCT(src);
+ Image dst = CONVERT_TO_IMAGE_STRUCT(dst);
+
+ VEC_DATA_TYPE(DATA_TYPE, 8)
+ pixels = convolution3x3(&src,
+ MAT0, MAT1, MAT2, MAT3, MAT4, MAT5, MAT6, MAT7, MAT8, SCALE);
+
+ // Store the result as is in dst
+ vstore8(CONVERT_SAT(pixels, VEC_DATA_TYPE(DATA_TYPE_OUT, 8)), 0, (__global DATA_TYPE_OUT *)dst.ptr);
+}
+
+#endif // DYNAMIC_MATRIX_CONVOLUTION