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Diffstat (limited to 'arm_compute/core/FullyConnectedLayerInfo.h')
-rw-r--r-- | arm_compute/core/FullyConnectedLayerInfo.h | 71 |
1 files changed, 71 insertions, 0 deletions
diff --git a/arm_compute/core/FullyConnectedLayerInfo.h b/arm_compute/core/FullyConnectedLayerInfo.h new file mode 100644 index 0000000000..f699cb2792 --- /dev/null +++ b/arm_compute/core/FullyConnectedLayerInfo.h @@ -0,0 +1,71 @@ +/* + * 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 ARM_COMPUTE_FULLYCONNECTEDLAYERINFO_H +#define ARM_COMPUTE_FULLYCONNECTEDLAYERINFO_H + +#include "arm_compute/core/ActivationLayerInfo.h" +#include "arm_compute/core/Types.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 /* ARM_COMPUTE_FULLYCONNECTEDLAYERINFO_H */ |