aboutsummaryrefslogtreecommitdiff
path: root/src/core/CL/kernels/CLAccumulateKernel.h
diff options
context:
space:
mode:
authorSang-Hoon Park <sang-hoon.park@arm.com>2020-10-21 15:58:54 +0100
committerSang-Hoon Park <sang-hoon.park@arm.com>2020-11-07 08:07:22 +0000
commitbef7fa27b0d231a8649952f60808132d109b6345 (patch)
tree7543c66a473d90e28b4860986fad77afa5115043 /src/core/CL/kernels/CLAccumulateKernel.h
parentb9531540dadce8331a703c32456f3c9defdfefa9 (diff)
downloadComputeLibrary-bef7fa27b0d231a8649952f60808132d109b6345.tar.gz
COMPMID-3639: (3RDPARTY_UPDATE) Move CL kernels to src
Change-Id: I10d27db788e5086adae1841e3e2441cd9b76ef84 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4310 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/CL/kernels/CLAccumulateKernel.h')
-rw-r--r--src/core/CL/kernels/CLAccumulateKernel.h114
1 files changed, 114 insertions, 0 deletions
diff --git a/src/core/CL/kernels/CLAccumulateKernel.h b/src/core/CL/kernels/CLAccumulateKernel.h
new file mode 100644
index 0000000000..16a715319d
--- /dev/null
+++ b/src/core/CL/kernels/CLAccumulateKernel.h
@@ -0,0 +1,114 @@
+/*
+ * Copyright (c) 2016-2020 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.
+ */
+#ifndef ARM_COMPUTE_CLACCUMULATEKERNEL_H
+#define ARM_COMPUTE_CLACCUMULATEKERNEL_H
+
+#include "src/core/CL/ICLSimple2DKernel.h"
+
+#include <cstdint>
+
+namespace arm_compute
+{
+class ICLTensor;
+
+/** Interface for the accumulate kernel.
+ *
+ * Accumulation is computed by:
+ * @f[ accum(x,y) = accum(x,y) + input(x,y) @f]
+ */
+class CLAccumulateKernel : public ICLSimple2DKernel
+{
+public:
+ /** Set the input and accumulation tensors.
+ *
+ * @param[in] input Source tensor. Data types supported: U8.
+ * @param[out] accum Destination tensor. Data types supported: S16.
+ */
+ void configure(const ICLTensor *input, ICLTensor *accum);
+ /** Set the input and accumulation tensors.
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] input Source tensor. Data types supported: U8.
+ * @param[out] accum Destination tensor. Data types supported: S16.
+ */
+ void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *accum);
+};
+
+/** Interface for the accumulate weighted kernel.
+ *
+ * Weighted accumulation is computed:
+ * @f[ accum(x,y) = (1 - \alpha)*accum(x,y) + \alpha*input(x,y) @f]
+ *
+ * Where @f$ 0 \le \alpha \le 1 @f$
+ * Conceptually, the rounding for this is defined as:
+ * @f[ output(x,y)= uint8( (1 - \alpha) * float32( int32( output(x,y) ) ) + \alpha * float32( int32( input(x,y) ) ) ) @f]
+*/
+class CLAccumulateWeightedKernel : public ICLSimple2DKernel
+{
+public:
+ /** Set the input and accumulation images, and the scale value.
+ *
+ * @param[in] input Source tensor. Data types supported: U8.
+ * @param[in] alpha Scalar value in the range [0, 1.0]. Data types supported: F32.
+ * @param[in,out] accum Accumulated tensor. Data types supported: U8.
+ */
+ void configure(const ICLTensor *input, float alpha, ICLTensor *accum);
+ /** Set the input and accumulation images, and the scale value.
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] input Source tensor. Data types supported: U8.
+ * @param[in] alpha Scalar value in the range [0, 1.0]. Data types supported: F32.
+ * @param[in,out] accum Accumulated tensor. Data types supported: U8.
+ */
+ void configure(const CLCompileContext &compile_context, const ICLTensor *input, float alpha, ICLTensor *accum);
+};
+
+/** Interface for the accumulate squared kernel.
+ *
+ * The accumulation of squares is computed:
+ * @f[ accum(x,y) = saturate_{int16} ( (uint16) accum(x,y) + (((uint16)(input(x,y)^2)) >> (shift)) ) @f]
+ *
+ * Where @f$ 0 \le shift \le 15 @f$
+*/
+class CLAccumulateSquaredKernel : public ICLSimple2DKernel
+{
+public:
+ /** Set the input and accumulation tensors and the shift value.
+ *
+ * @param[in] input Source tensor. Data types supported: U8.
+ * @param[in] shift Shift value in the range of [0, 15]. Data types supported: U32.
+ * @param[in,out] accum Accumulated tensor. Data types supported: S16.
+ */
+ void configure(const ICLTensor *input, uint32_t shift, ICLTensor *accum);
+ /** Set the input and accumulation tensors and the shift value.
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] input Source tensor. Data types supported: U8.
+ * @param[in] shift Shift value in the range of [0, 15]. Data types supported: U32.
+ * @param[in,out] accum Accumulated tensor. Data types supported: S16.
+ */
+ void configure(const CLCompileContext &compile_context, const ICLTensor *input, uint32_t shift, ICLTensor *accum);
+};
+} // namespace arm_compute
+#endif /*ARM_COMPUTE_CLACCUMULATEKERNEL_H */