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authorInki Dae <inki.dae@samsung.com>2020-10-13 06:49:13 +0900
committerInki Dae <inki.dae@samsung.com>2020-11-06 16:11:38 +0900
commit7e3244458186a57085e8a316099b2cc9a117fda7 (patch)
tree9d758411ae528c4c0eade7a97d26e071f06ad252 /arm_compute
parentd244c1d26b723682723ceb224392f6ed5f5e8d70 (diff)
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runtime/CL: add ReduceSum layertizen_devel
Change-Id: I6a16a2264eebcd7286eca54adf152105247b4396 Signed-off-by: Inki Dae <inki.dae@samsung.com>
Diffstat (limited to 'arm_compute')
-rw-r--r--arm_compute/runtime/CL/CLFunctions.h1
-rw-r--r--arm_compute/runtime/CL/functions/CLReduceSum.h89
2 files changed, 90 insertions, 0 deletions
diff --git a/arm_compute/runtime/CL/CLFunctions.h b/arm_compute/runtime/CL/CLFunctions.h
index 007a40c65..ebb258ae1 100644
--- a/arm_compute/runtime/CL/CLFunctions.h
+++ b/arm_compute/runtime/CL/CLFunctions.h
@@ -123,6 +123,7 @@
#include "arm_compute/runtime/CL/functions/CLROIPoolingLayer.h"
#include "arm_compute/runtime/CL/functions/CLRange.h"
#include "arm_compute/runtime/CL/functions/CLReduceMean.h"
+#include "arm_compute/runtime/CL/functions/CLReduceSum.h"
#include "arm_compute/runtime/CL/functions/CLReductionOperation.h"
#include "arm_compute/runtime/CL/functions/CLRemap.h"
#include "arm_compute/runtime/CL/functions/CLReorgLayer.h"
diff --git a/arm_compute/runtime/CL/functions/CLReduceSum.h b/arm_compute/runtime/CL/functions/CLReduceSum.h
new file mode 100644
index 000000000..9506dfe9e
--- /dev/null
+++ b/arm_compute/runtime/CL/functions/CLReduceSum.h
@@ -0,0 +1,89 @@
+/*
+ * Copyright (c) 2018-2020 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_CL_REDUCE_SUM_H
+#define ARM_COMPUTE_CL_REDUCE_SUM_H
+
+#include "arm_compute/runtime/CL/ICLSimpleFunction.h"
+#include "arm_compute/runtime/CL/functions/CLElementwiseOperations.h"
+#include "arm_compute/runtime/CL/functions/CLReductionOperation.h"
+#include "arm_compute/runtime/CL/functions/CLReshapeLayer.h"
+#include "arm_compute/runtime/IMemoryManager.h"
+
+namespace arm_compute
+{
+// Forward Declarations
+class ICLTensor;
+
+/** Basic function to perform reduce operation */
+class CLReduceSum : public IFunction
+{
+public:
+ /** Default constructor */
+ CLReduceSum(std::shared_ptr<IMemoryManager> memory_manager = nullptr);
+ /** Configure kernel
+ *
+ * @note Supported tensor rank: up to 4
+ *
+ * @param[in] input Source tensor. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32
+ * @param[in] reduction_axis Reduction axis vector.
+ * @param[in] keep_dims If positive, retains reduced dimensions with length 1.
+ * @param[out] output Destination tensor. Data type supported: Same as @p input
+ */
+ void configure(ICLTensor *input, const Coordinates &reduction_axis, bool keep_dims, ICLTensor *output);
+ /** Configure kernel
+ *
+ * @note Supported tensor rank: up to 4
+ *
+ * @param[in] compile_context The compile context to be used.
+ * @param[in] input Source tensor. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32
+ * @param[in] reduction_axis Reduction axis vector.
+ * @param[in] keep_dims If positive, retains reduced dimensions with length 1.
+ * @param[out] output Destination tensor. Data type supported: Same as @p input
+ */
+ void configure(const CLCompileContext &compile_context, ICLTensor *input, const Coordinates &reduction_axis, bool keep_dims, ICLTensor *output);
+
+ /** Static function to check if given info will lead to a valid configuration of @ref CLReduceSum
+ *
+ * @param[in] input Source tensor. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32
+ * @param[in] reduction_axis Reduction axis vector.
+ * @param[in] keep_dims If positive, retains reduced dimensions with length 1.
+ * @param[in] output Destination tensor. Data type supported: Same as @p input
+ *
+ * @return A status
+ */
+ static Status validate(const ITensorInfo *input, const Coordinates &reduction_axis, bool keep_dims, const ITensorInfo *output);
+
+ // Inherited methods overridden:
+ void run() override;
+
+private:
+ MemoryGroup _memory_group;
+ std::vector<CLReductionOperation> _reduction_kernels;
+ std::vector<CLTensor> _reduced_outs;
+ CLReshapeLayer _reshape;
+ int _reduction_ops;
+ bool _keep_dims;
+};
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_CL_REDUCE_SUM_H */