diff options
author | Michalis Spyrou <michalis.spyrou@arm.com> | 2018-10-05 14:49:28 +0100 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:55:45 +0000 |
commit | 7e9391bb14d219cda310bff355669b5964b1f576 (patch) | |
tree | 789142f63d4c8e95612b042d07a0683cfe596fb9 /arm_compute/runtime/CL/functions | |
parent | 555c3d6448a1dc7b326fad2ab7f75eccc8e5cff6 (diff) | |
download | ComputeLibrary-7e9391bb14d219cda310bff355669b5964b1f576.tar.gz |
COMPMID-1574 Implement ReduceMean in OpenCL
Change-Id: Id331199f569f52a37280a9ada5bf84694580b93c
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/152843
Tested-by: bsgcomp <bsgcomp@arm.com>
Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
Diffstat (limited to 'arm_compute/runtime/CL/functions')
-rw-r--r-- | arm_compute/runtime/CL/functions/CLReduceMean.h | 78 | ||||
-rw-r--r-- | arm_compute/runtime/CL/functions/CLReductionOperation.h | 6 |
2 files changed, 82 insertions, 2 deletions
diff --git a/arm_compute/runtime/CL/functions/CLReduceMean.h b/arm_compute/runtime/CL/functions/CLReduceMean.h new file mode 100644 index 0000000000..5a919e5dcd --- /dev/null +++ b/arm_compute/runtime/CL/functions/CLReduceMean.h @@ -0,0 +1,78 @@ +/* + * Copyright (c) 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. + */ +#ifndef __ARM_COMPUTE_CL_REDUCE_MEAN_H__ +#define __ARM_COMPUTE_CL_REDUCE_MEAN_H__ + +#include "arm_compute/runtime/CL/ICLSimpleFunction.h" +#include "arm_compute/runtime/CL/functions/CLArithmeticDivision.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 CLReduceMean : public IFunction +{ +public: + /** Default constructor */ + CLReduceMean(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/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); + + /** Static function to check if given info will lead to a valid configuration of @ref CLReduceMean + * + * @param[in] input Source tensor. Data type supported: QASYMM8/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: + CLMemoryGroup _memory_group; + std::unique_ptr<CLReductionOperation[]> _reduction_kernels{ nullptr }; + std::unique_ptr<CLTensor[]> _reduced_outs{ nullptr }; + CLReshapeLayer _reshape; + unsigned int _reduction_ops; + bool _keep_dims; +}; +} // namespace arm_compute +#endif /* __ARM_COMPUTE_CL_REDUCE_MEAN_H__ */ diff --git a/arm_compute/runtime/CL/functions/CLReductionOperation.h b/arm_compute/runtime/CL/functions/CLReductionOperation.h index d862aff7b7..42081786bc 100644 --- a/arm_compute/runtime/CL/functions/CLReductionOperation.h +++ b/arm_compute/runtime/CL/functions/CLReductionOperation.h @@ -53,7 +53,7 @@ public: /** Set the input and output tensors. * - * @param[in] input Source tensor. Data types supported: F16/F32. Data layouts supported: NCHW. + * @param[in] input Source tensor. Data types supported: QASYMM8/F16/F32. Data layouts supported: NCHW. * @param[out] output Destination tensor. Data types and data layouts supported: Same as @p input. * @param[in] axis Axis along which to reduce. Supported reduction axis : 0 * @param[in] op Reduction operation to perform. @@ -62,7 +62,7 @@ public: /** Static function to check if given info will lead to a valid configuration of @ref CLReductionOperation. * - * @param[in] input Source tensor info. Data types supported: F16/F32. Data layouts supported: NCHW. + * @param[in] input Source tensor info. Data types supported: QASYMM8/F16/F32. Data layouts supported: NCHW. * @param[in] output Destination tensor info. Data types and data layouts supported: Same as @p input. * @param[in] axis Axis along which to reduce. Supported reduction axis : 0 * @param[in] op Reduction operation to perform. @@ -80,6 +80,8 @@ private: std::unique_ptr<CLReductionOperationKernel[]> _reduction_kernels_vector{ nullptr }; std::unique_ptr<CLFillBorderKernel[]> _border_handlers_vector{ nullptr }; unsigned int _num_of_stages; + unsigned int _reduction_axis; + bool _is_quantized; }; } #endif /*__ARM_COMPUTE_CLREDUCTIONOPERATION_H__ */ |