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authorMichele Di Giorgio <michele.digiorgio@arm.com>2018-06-27 16:41:17 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:53:57 +0000
commit4622ac15aa009b3ce90ddc6c2ad6c918d6776103 (patch)
tree75745983f10da70d1ec59caf6f243e2065cbe0f3 /src/core/CL/cl_kernels
parent7c3b92403958e8970e901fd15b2fc904e7996eee (diff)
downloadComputeLibrary-4622ac15aa009b3ce90ddc6c2ad6c918d6776103.tar.gz
COMPMID-1336: Add CLArithmeticAddition support for QASYMM8
Change-Id: Ice2bb644841fdea4e776872ff5481eb927e66bd1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137714 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/CL/cl_kernels')
-rw-r--r--src/core/CL/cl_kernels/arithmetic_op_quantized.cl89
1 files changed, 89 insertions, 0 deletions
diff --git a/src/core/CL/cl_kernels/arithmetic_op_quantized.cl b/src/core/CL/cl_kernels/arithmetic_op_quantized.cl
new file mode 100644
index 0000000000..82e92e32a8
--- /dev/null
+++ b/src/core/CL/cl_kernels/arithmetic_op_quantized.cl
@@ -0,0 +1,89 @@
+/*
+ * Copyright (c) 2016-2018 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"
+
+#ifdef SATURATE
+#define ADD(x, y) add_sat((x), (y))
+#define SUB(x, y) sub_sat((x), (y))
+#else /* SATURATE */
+#define ADD(x, y) (x) + (y)
+#define SUB(x, y) (x) - (y)
+#endif /* SATURATE */
+
+#if defined(OFFSET)
+
+/** This function adds two tensors.
+ *
+ * @attention The quantization offset must be passed at compile time using -DOFFSET, i.e. -DOFFSET=10
+ * @attention To perform saturating operation -DSATURATE has to be passed to the compiler otherwise wrapping policy will be used.
+ *
+ * @param[in] in1_ptr Pointer to the source tensor. Supported data types: QASYMM8
+ * @param[in] in1_stride_x Stride of the source tensor in X dimension (in bytes)
+ * @param[in] in1_step_x in1_stride_x * number of elements along X processed per workitem(in bytes)
+ * @param[in] in1_stride_y Stride of the source tensor in Y dimension (in bytes)
+ * @param[in] in1_step_y in1_stride_y * number of elements along Y processed per workitem(in bytes)
+ * @param[in] in1_stride_z Stride of the source tensor in Z dimension (in bytes)
+ * @param[in] in1_step_z in1_stride_z * number of elements along Z processed per workitem(in bytes)
+ * @param[in] in1_offset_first_element_in_bytes The offset of the first element in the source tensor
+ * @param[in] in2_ptr Pointer to the source tensor. Supported data types: same as @p in1_ptr
+ * @param[in] in2_stride_x Stride of the source tensor in X dimension (in bytes)
+ * @param[in] in2_step_x in2_stride_x * number of elements along X processed per workitem(in bytes)
+ * @param[in] in2_stride_y Stride of the source tensor in Y dimension (in bytes)
+ * @param[in] in2_step_y in2_stride_y * number of elements along Y processed per workitem(in bytes)
+ * @param[in] in2_stride_z Stride of the source tensor in Z dimension (in bytes)
+ * @param[in] in2_step_z in2_stride_z * number of elements along Z processed per workitem(in bytes)
+ * @param[in] in2_offset_first_element_in_bytes The offset of the first element in the source tensor
+ * @param[out] out_ptr Pointer to the destination tensor. Supported data types: same as @p in1_ptr
+ * @param[in] out_stride_x Stride of the destination tensor in X dimension (in bytes)
+ * @param[in] out_step_x out_stride_x * number of elements along X processed per workitem(in bytes)
+ * @param[in] out_stride_y Stride of the destination tensor in Y dimension (in bytes)
+ * @param[in] out_step_y out_stride_y * number of elements along Y processed per workitem(in bytes)
+ * @param[in] out_stride_z Stride of the source tensor in Z dimension (in bytes)
+ * @param[in] out_step_z out_stride_z * number of elements along Z processed per workitem(in bytes)
+ * @param[in] out_offset_first_element_in_bytes The offset of the first element in the destination tensor
+ */
+__kernel void arithmetic_add_quantized(
+ TENSOR3D_DECLARATION(in1),
+ TENSOR3D_DECLARATION(in2),
+ TENSOR3D_DECLARATION(out))
+{
+ // Get pixels pointer
+ Tensor3D in1 = CONVERT_TO_TENSOR3D_STRUCT(in1);
+ Tensor3D in2 = CONVERT_TO_TENSOR3D_STRUCT(in2);
+ Tensor3D out = CONVERT_TO_TENSOR3D_STRUCT(out);
+
+ // Load values
+ const short16 in_a = CONVERT(vload16(0, (__global uchar *)in1.ptr), short16);
+ const short16 in_b = CONVERT(vload16(0, (__global uchar *)in2.ptr), short16);
+ const short16 offset = OFFSET;
+
+ // Calculate result
+ short16 res = ADD(in_a, SUB(in_b, offset));
+
+ res = max((short16)0, min(res, (short16)255));
+
+ // Store result
+ vstore16(CONVERT(res, uchar16), 0, (__global uchar *)out.ptr);
+}
+#endif /* defined(OFFSET) */