/* * Copyright (c) 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_NECONV3D_H #define ARM_COMPUTE_NECONV3D_H #include "arm_compute/core/ITensorInfo.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/FunctionDescriptors.h" #include "arm_compute/runtime/IFunction.h" #include namespace arm_compute { // Forward declarations class ITensor; /** Basic function to simulate a 3d convolution. This function calls one of the following functions: * -# @ref cpu::CpuDirectConv3d * */ class NEConv3D : public IFunction { public: /** Constructor */ NEConv3D(); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEConv3D(const NEConv3D &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEConv3D &operator=(const NEConv3D &) = delete; /** Default move constructor */ NEConv3D(NEConv3D &&) = default; /** Prevent instances of this class from being moved (As this class contains non movable objects) */ NEConv3D &operator=(NEConv3D &&) = default; /** Default destructor */ ~NEConv3D(); /** Set the input and output tensors. * * Valid data layouts: * - NDHWC * * Valid data type configurations: * |src0 |src1 |src2 |dst | * |:--------------|:------------------|:------|:--------------| * |F16 |F16 |F16 |F16 | * |F32 |F32 |F32 |F32 | * |QASYMM8 |QASYMM8 |S32 |QASYMM8 | * |QASYMM8_SIGNED |QASYMM8_SIGNED |S32 |QASYMM8_SIGNED | * * @param[in] input Source tensor. 4 lower dimensions represent a single input [IFM, width, height, depth], * while every optional dimension from 5 and above represent a batch of inputs. * @param[in] weights Weights tensor. Weights are 5D tensor with dimensions [OFM, IFM, kernel_x, kernel_y, kernel_z]. * @param[in] biases Biases tensor. Shared biases supported. Biases are 1D tensor with dimensions [OFM]. * @param[out] output Destination tensor. 4 lower dimensions represent a single output [OFM, width, height, depth], while the rest represent batch of outputs. * @param[in] conv_info Contains padding, stride, acitvation information described in @ref Conv3dInfo. */ void configure( ITensor *input, const ITensor *weights, const ITensor *biases, ITensor *output, const Conv3dInfo &conv_info); /** Static function to check if given info will lead to a valid configuration * * Similar to NEConv3D::configure() * * @return a status */ static Status validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output, const Conv3dInfo &conv_info); // Inherited methods overridden: void run() override; private: struct Impl; std::unique_ptr _impl; }; } // namespace arm_compute #endif /* ARM_COMPUTE_NECONV3D_H */