| /* |
| * Copyright (c) 2016-2023 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 ACL_ARM_COMPUTE_FUNCTION_INFO_FULLYCONNECTEDLAYERINFO |
| #define ACL_ARM_COMPUTE_FUNCTION_INFO_FULLYCONNECTEDLAYERINFO |
| |
| #include "arm_compute/core/CoreTypes.h" |
| #include "arm_compute/function_info/ActivationLayerInfo.h" |
| |
| namespace arm_compute |
| { |
| /** Fully connected layer info */ |
| struct FullyConnectedLayerInfo |
| { |
| /* Fused-activation parameters */ |
| ActivationLayerInfo activation_info{}; /**< Fused activation to apply after the matrix multiplication. */ |
| /* Information about weights */ |
| DataLayout weights_trained_layout{DataLayout::NCHW}; /**< Layout that the weights have been trained with. */ |
| bool transpose_weights{true}; /**< Transpose weights if true. */ |
| bool are_weights_reshaped{false}; /**< @deprecated Reshape the weights tensor if false. */ |
| bool retain_internal_weights{false}; /**< Retain internal reshaped weights. */ |
| bool enable_fast_math{false}; /**< Enable fast math computation. */ |
| /* Other parameters */ |
| bool fp_mixed_precision{false}; /**< Use wider accumulators (32 bit instead of 16 for FP16) to improve accuracy. */ |
| |
| /** Sets the weights trained data layout |
| * |
| * @param[in] layout Data layout that the weights were trained with |
| * |
| * @return Updated object |
| */ |
| FullyConnectedLayerInfo &set_weights_trained_layout(DataLayout layout) |
| { |
| weights_trained_layout = layout; |
| return *this; |
| } |
| /** Sets the transpose weights flag |
| * |
| * @param[in] should_transpose_weights Boolean flag indicating if weights should be transposed |
| * |
| * @return Updated object |
| */ |
| FullyConnectedLayerInfo &set_transpose_weights(bool should_transpose_weights) |
| { |
| transpose_weights = should_transpose_weights; |
| return *this; |
| } |
| }; |
| |
| } // namespace arm_compute |
| #endif /* ACL_ARM_COMPUTE_FUNCTION_INFO_FULLYCONNECTEDLAYERINFO */ |