steniu01 | 27b386c | 2017-07-18 17:37:43 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2017 ARM Limited. |
| 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #ifndef __ARM_COMPUTE_CLDIRECTCONVOLUTIONLAYER_H__ |
| 25 | #define __ARM_COMPUTE_CLDIRECTCONVOLUTIONLAYER_H__ |
| 26 | |
| 27 | #include "arm_compute/core/CL/kernels/CLDirectConvolutionLayerKernel.h" |
| 28 | #include "arm_compute/core/CL/kernels/CLFillBorderKernel.h" |
| 29 | #include "arm_compute/core/Types.h" |
| 30 | #include "arm_compute/runtime/IFunction.h" |
| 31 | |
| 32 | #include <memory> |
| 33 | |
| 34 | namespace arm_compute |
| 35 | { |
| 36 | class ICLTensor; |
| 37 | |
| 38 | /** Basic function to execute direct convolution function: |
| 39 | */ |
| 40 | class CLDirectConvolutionLayer : public IFunction |
| 41 | { |
| 42 | public: |
| 43 | CLDirectConvolutionLayer(); |
| 44 | /** Set the input and output tensors. |
| 45 | * |
| 46 | * @param[in] input Source tensor. 3 lower dimensions represent a single input [width, height, IFM], |
| 47 | * while every optional dimension from 4 and above represent a batch of inputs. |
Chunosov | d621bca | 2017-11-03 17:33:15 +0700 | [diff] [blame] | 48 | * Data types supported: QASYMM8/QS8/QS16/F16/F32. |
steniu01 | 27b386c | 2017-07-18 17:37:43 +0100 | [diff] [blame] | 49 | * @param[in] weights Weights tensor. Weights are 4D tensor with dimensions [kernel_x, kernel_y, IFM, OFM]. Data type supported:Same as @p input. |
| 50 | * @param[in] biases Biases tensor. Shared biases supported. Biases are 1D tensor with dimensions [OFM]. Data type supported:Same as @p input. |
| 51 | * @param[out] output Destination tensor. 3 lower dimensions represent a single output [width, height, OFM], while the rest represent batch of outputs. |
| 52 | * Data types supported: Same as @p input. |
| 53 | * @param[in] conv_info Contains padding and stride information described in @ref PadStrideInfo. |
| 54 | */ |
| 55 | void configure(ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info); |
| 56 | |
| 57 | // Inherited methods overridden: |
| 58 | void run() override; |
| 59 | |
| 60 | private: |
SiCong Li | c51b72f | 2017-07-28 14:46:20 +0100 | [diff] [blame] | 61 | CLDirectConvolutionLayerKernel _direct_conv_kernel; |
| 62 | CLFillBorderKernel _input_border_handler; |
steniu01 | 27b386c | 2017-07-18 17:37:43 +0100 | [diff] [blame] | 63 | }; |
| 64 | } |
| 65 | #endif /* __ARM_COMPUTE_CLDIRECTCONVOLUTIONLAYER_H__ */ |