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author | ramelg01 <ramy.elgammal@arm.com> | 2022-02-26 22:06:20 +0000 |
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committer | Ramy Elgammal <ramy.elgammal@arm.com> | 2022-03-15 16:18:13 +0000 |
commit | 375156937a0783432c5d18e199b5d8d2b3ec33f7 (patch) | |
tree | 4c755770ac569c286179e5ce40df1c820baa73d8 /arm_compute/runtime | |
parent | 4e66d707a292b90a344e32c59eb1dacb67a0e4c1 (diff) | |
download | ComputeLibrary-375156937a0783432c5d18e199b5d8d2b3ec33f7.tar.gz |
Implementation of ClPooling3d
- For NDHWC layout
- For F16 and F32 data types
- Mixed Precision stil not supported
Resolves: COMPMID-4670
Signed-off-by: ramy.elgammal@arm.com
Change-Id: I0e14a13e4625569e8e5ee67e6033bd1efe0da469
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7262
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: SiCong Li <sicong.li@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/runtime')
-rw-r--r-- | arm_compute/runtime/CL/CLFunctions.h | 1 | ||||
-rw-r--r-- | arm_compute/runtime/CL/functions/CLPooling3dLayer.h | 102 |
2 files changed, 103 insertions, 0 deletions
diff --git a/arm_compute/runtime/CL/CLFunctions.h b/arm_compute/runtime/CL/CLFunctions.h index 9f67f2e05b..f42da5801c 100644 --- a/arm_compute/runtime/CL/CLFunctions.h +++ b/arm_compute/runtime/CL/CLFunctions.h @@ -84,6 +84,7 @@ #include "arm_compute/runtime/CL/functions/CLPadLayer.h" #include "arm_compute/runtime/CL/functions/CLPermute.h" #include "arm_compute/runtime/CL/functions/CLPixelWiseMultiplication.h" +#include "arm_compute/runtime/CL/functions/CLPooling3dLayer.h" #include "arm_compute/runtime/CL/functions/CLPoolingLayer.h" #include "arm_compute/runtime/CL/functions/CLPriorBoxLayer.h" #include "arm_compute/runtime/CL/functions/CLQLSTMLayer.h" diff --git a/arm_compute/runtime/CL/functions/CLPooling3dLayer.h b/arm_compute/runtime/CL/functions/CLPooling3dLayer.h new file mode 100644 index 0000000000..2e4823756d --- /dev/null +++ b/arm_compute/runtime/CL/functions/CLPooling3dLayer.h @@ -0,0 +1,102 @@ +/* + * Copyright (c) 2022 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_CLPOOLING3DLAYER_H +#define ARM_COMPUTE_CLPOOLING3DLAYER_H + +#include "arm_compute/runtime/IFunction.h" + +#include "arm_compute/core/Types.h" + +#include <memory> + +namespace arm_compute +{ +class CLCompileContext; +class ICLTensor; +class ITensorInfo; + +/** Basic function to run @ref opencl::ClPool3d */ +class CLPooling3dLayer : public IFunction +{ +public: + /** Default Constructor */ + CLPooling3dLayer(); + /** Default Destructor */ + ~CLPooling3dLayer(); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLPooling3dLayer(const CLPooling3dLayer &) = delete; + /** Default move constructor */ + CLPooling3dLayer(CLPooling3dLayer &&) = default; + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLPooling3dLayer &operator=(const CLPooling3dLayer &) = delete; + /** Default move assignment operator */ + CLPooling3dLayer &operator=(CLPooling3dLayer &&) = default; + /** Set the input and output tensors. + * + * Valid data layout: + * - NDHWC + * + * Valid data type configurations: + * |src |dst | + * |:--------------|:--------------| + * |F16 |F16 | + * |F32 |F32 | + * + * @note Source tensor is padded with -inf for MAX pooling and 0 otherwise + * Cases where pooling region is completely outside input tensor are not supported + * + * @note Asymmetric padding is not supported when dimension rounding type == CEIL. + * + * @param[in,out] input Source tensor. Data types supported: F16/F32. + * @param[out] output Destination tensor. Data types supported: Same as @p input. + * @param[in] pool_info Contains 3d pooling operation information described in @ref Pooling3dLayerInfo. + */ + void configure(const ICLTensor *input, ICLTensor *output, const Pooling3dLayerInfo &pool_info); + /** Set the input and output tensors. + * + * @param[in] compile_context The compile context to be used. + * @param[in,out] input Source tensor. Data types supported: F16/F32. + * @param[out] output Destination tensor. Data types supported: Same as @p input. + * @param[in] pool_info Contains 3d pooling operation information described in @ref Pooling3dLayerInfo. + */ + void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, const Pooling3dLayerInfo &pool_info); + /** Static function to check if given info will lead to a valid configuration of @ref CLPooling3dLayer + * + * @param[in] input Source tensor info. Data types supported: F16/F32. + * @param[in] output Destination tensor info. Data types supported: Same as @p input. + * @param[in] pool_info Contains 3d pooling operation information described in @ref Pooling3dLayerInfo. + * + * @return a status + */ + static Status validate(const ITensorInfo *input, const ITensorInfo *output, const Pooling3dLayerInfo &pool_info); + + // Inherited methods overridden: + void run() override; + +private: + struct Impl; + std::unique_ptr<Impl> _impl; +}; +} // namespace arm_compute +#endif /* ARM_COMPUTE_CLPOOLING3DLAYER_H */ |