hmz007
36ed224bac
Signed-off-by: hmz007 <hmz007@gmail.com> Change-Id: Ib87fdbe7a0be7dc961af3500fe9ea4589a127f9f
104 lines
4.4 KiB
C++
104 lines
4.4 KiB
C++
/*
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* Copyright (c) 2021 Arm Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#ifndef ARM_COMPUTE_CLCONVOLUTION3DLAYER_H
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#define ARM_COMPUTE_CLCONVOLUTION3DLAYER_H
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#include "arm_compute/runtime/IFunction.h"
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#include <memory>
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namespace arm_compute
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{
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class CLCompileContext;
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class ICLTensor;
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class ITensorInfo;
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struct Conv3dInfo;
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class Status;
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/** Basic function to compute the convolution3d layer. This function calls the following OpenCL kernels/functions:
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*
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* -# @ref opencl::ClDirectConv3d
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*/
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class CLConv3D : public IFunction
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{
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public:
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/** Construtor */
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CLConv3D();
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/** Destructor */
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~CLConv3D();
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLConv3D(const CLConv3D &) = delete;
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/** Default move constructor */
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CLConv3D(CLConv3D &&) = default;
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLConv3D &operator=(const CLConv3D &) = delete;
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/** Default move assignment operator */
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CLConv3D &operator=(CLConv3D &&) = default;
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/** Set the src and dst tensors.
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*
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* Valid data layouts:
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* - NDHWC
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*
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* Valid data type configurations:
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* |src0 |src1 |src2 |dst |
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* |:--------------|:--------------|:------|:--------------|
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* |F16 |F16 |F16 |F16 |
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* |F32 |F32 |F32 |F32 |
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* |QASYMM8 |QASYMM8 |S32 |QASYMM8 |
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* |QASYMM8_SIGNED |QASYMM8_SIGNED |S32 |QASYMM8_SIGNED |
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*
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* @param[in] compile_context The compile context to be used.
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* @param[in] src Source tensor. 4 lower dimensions represent a single src [IFM, width, height, depth],
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* while every optional dimension from 5 and above represent a batch of srcs.
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* @param[in] weights Weights tensor. Weights are 5D tensor with dimensions [OFM, IFM, kernel_w, kernel_h, kernel_d].
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* @param[in] biases Biases tensor. Shared biases supported. Biases are 1D tensor with dimensions [OFM].
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* @param[out] dst Destination tensor. 4 lower dimensions represent a single dst [OFM, width, height, depth], while the rest represent batch of dsts.
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* @param[in] conv3d_info Contains strides, padding, rounding, activation, dilation and fast math information. Activation and fast math are currently unused.
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*
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*/
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void configure(const CLCompileContext &compile_context, const ICLTensor *src, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *dst, const Conv3dInfo &conv3d_info);
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/** Set the src and dst tensors.
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*
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* Similar to CLConv3D::configure() but using the default compile context
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*
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*/
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void configure(const ICLTensor *src, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *dst, const Conv3dInfo &conv3d_info);
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/** Static function to check if given info will lead to a valid configuration of @ref CLConv3D
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*
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* Similar to CLConv3D::configure()
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*
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* @return a status
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*/
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static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *dst, const Conv3dInfo &conv3d_info);
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// Inherited methods overridden:
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void run() override;
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private:
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struct Impl;
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std::unique_ptr<Impl> _impl;
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};
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}
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#endif /* ARM_COMPUTE_CLCONVOLUTION3DLAYER_H */
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