/* * Copyright (c) 2019-2021 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_CLINSTANCENORMALIZATIONLAYERKERNEL_H #define ARM_COMPUTE_CLINSTANCENORMALIZATIONLAYERKERNEL_H #include "src/core/CL/ICLKernel.h" #include "arm_compute/core/KernelDescriptors.h" namespace arm_compute { // Forward declarations class ICLTensor; /** Interface for performing an instance normalization */ class CLInstanceNormalizationLayerKernel : public ICLKernel { public: /** Constructor */ CLInstanceNormalizationLayerKernel(); /** Prevent instances of this class from being copied (As this class contains pointers) */ CLInstanceNormalizationLayerKernel(const CLInstanceNormalizationLayerKernel &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ CLInstanceNormalizationLayerKernel &operator=(const CLInstanceNormalizationLayerKernel &) = delete; /** Default Move Constructor. */ CLInstanceNormalizationLayerKernel(CLInstanceNormalizationLayerKernel &&) = default; /** Default move assignment operator */ CLInstanceNormalizationLayerKernel &operator=(CLInstanceNormalizationLayerKernel &&) = default; /** Default destructor */ ~CLInstanceNormalizationLayerKernel() = default; /** 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. Data layout supported: NCHW, NHWC * In case of @p output tensor = nullptr this tensor will store the result of the normalization. * @param[in] mean_var Tensor containing the precomputed mean and variance values. Data types supported: F32. * @param[out] output Destination tensor. Data types and data layouts supported: same as @p input. * @param[in] info Kernel meta-data descriptor */ void configure(const CLCompileContext &compile_context, ICLTensor *input, ICLTensor *mean_var, ICLTensor *output, const InstanceNormalizationLayerKernelInfo &info); /** Static function to check if given info will lead to a valid configuration of @ref CLInstanceNormalizationLayer. * * @param[in] input Source tensor info. Data types supported: F16/F32. Data layout supported: NHWC, NCHW * @param[in] output Destination tensor info. Data types and data layouts supported: same as @p input. * @param[in] info Kernel meta-data descriptor * * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *output, const InstanceNormalizationLayerKernelInfo &info); // Inherited methods overridden: void run(const Window &window, cl::CommandQueue &queue) override; private: ICLTensor *_input; ICLTensor *_output; ICLTensor *_mean; bool _run_in_place; }; /** Interface for compute Mean and Variance per channel */ class CLComputeMeanVariance : public ICLKernel { public: /** Constructor */ CLComputeMeanVariance(); /** Prevent instances of this class from being copied (As this class contains pointers) */ CLComputeMeanVariance(const CLComputeMeanVariance &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ CLComputeMeanVariance &operator=(const CLComputeMeanVariance &) = delete; /** Default Move Constructor. */ CLComputeMeanVariance(CLComputeMeanVariance &&) = default; /** Default move assignment operator */ CLComputeMeanVariance &operator=(CLComputeMeanVariance &&) = default; /** Default destructor */ ~CLComputeMeanVariance() = default; /** 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. Data layout supported: NCHW, NHWC * In case of @p output tensor = nullptr this tensor will store the result of the normalization. * @param[out] output Destination tensor. Data types and data layouts supported: same as @p input. */ void configure(const CLCompileContext &compile_context, ICLTensor *input, ICLTensor *output); /** Static function to check if given info will lead to a valid configuration of @ref CLInstanceNormalizationLayer. * * @param[in] input Source tensor info. Data types supported: F16/F32. Data layout supported: NHWC, NCHW * @param[in] output Destination tensor info. Data types and data layouts supported: same as @p input. * * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *output); // Inherited methods overridden: void run(const Window &window, cl::CommandQueue &queue) override; private: ICLTensor *_input; ICLTensor *_output; }; } // namespace arm_compute #endif /*ARM_COMPUTE_CLINSTANCENORMALIZATIONLAYERKERNEL_H */