| Giorgio Arena | 657bdb3 | 2018-04-26 18:52:01 +0100 | [diff] [blame^] | 1 | /* |
| 2 | * Copyright (c) 2018 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_CLCONVERTFULLYCONNECTEDWEIGHTS_H__ |
| 25 | #define __ARM_COMPUTE_CLCONVERTFULLYCONNECTEDWEIGHTS_H__ |
| 26 | |
| 27 | #include "arm_compute/core/CL/kernels/CLConvertFullyConnectedWeightsKernel.h" |
| 28 | #include "arm_compute/runtime/CL/ICLSimpleFunction.h" |
| 29 | |
| 30 | namespace arm_compute |
| 31 | { |
| 32 | class ICLTensor; |
| 33 | |
| 34 | /** Basic function to run @ref CLConvertFullyConnectedWeightsKernel. */ |
| 35 | class CLConvertFullyConnectedWeights : public ICLSimpleFunction |
| 36 | { |
| 37 | public: |
| 38 | /** Initialize the function. |
| 39 | * |
| 40 | * @param[in] input Source weights tensor to convert. Must be 2 dimensional. Data types supported: U8/S8/QS8/QASYMM8/U16/S16/QS16/U32/S32/QS32/F16/F32. |
| 41 | * @param[out] output The converted weights tensor. Shape and Data Type: Same as @p input. |
| 42 | * @param[in] original_input_shape Shape of the original input tensor (the one entering fully connected layer). Must be in NCHW format. |
| 43 | * @param[in] data_layout The data layout the weights have been trained in. |
| 44 | */ |
| 45 | void configure(const ICLTensor *input, ICLTensor *output, const TensorShape &original_input_shape, DataLayout data_layout); |
| 46 | /** Static function to check if given info will lead to a valid configuration of @ref CLConvertFullyConnectedWeights |
| 47 | * |
| 48 | * @param[in] input Source weights tensor info to convert. Must be 2 dimensional. Data types supported: U8/S8/QS8/QASYMM8/U16/S16/QS16/U32/S32/QS32/F16/F32. |
| 49 | * @param[in] output The converted weights tensor info. Shape and Data Type: Same as @p input. |
| 50 | * @param[in] original_input_shape Shape of the original input tensor (the one entering fully connected layer). Must be in NCHW format. |
| 51 | * @param[in] data_layout The data layout the weights have been trained in. |
| 52 | */ |
| 53 | static Status validate(const ITensorInfo *input, const ITensorInfo *output, const TensorShape &original_input_shape, DataLayout data_layout); |
| 54 | }; |
| 55 | } // namespace arm_compute |
| 56 | #endif /* __ARM_COMPUTE_CLCONVERTFULLYCONNECTEDWEIGHTS_H__ */ |