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author | Matthew Bentham <Matthew.Bentham@arm.com> | 2023-05-30 13:35:34 +0000 |
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committer | Matthew Bentham <matthew.bentham@arm.com> | 2023-06-15 11:22:29 +0000 |
commit | f1aeab9cfb6e9a2a5a16ed79bf341ad11c555233 (patch) | |
tree | 1dad30483ae919a0645e5ccec5d51a29da16a1b4 /arm_compute/core/FullyConnectedLayerInfo.h | |
parent | bec9b032ddcff449c7ad40febbcab24c23ee58a0 (diff) | |
download | ComputeLibrary-f1aeab9cfb6e9a2a5a16ed79bf341ad11c555233.tar.gz |
Break up arm_compute/core/Types.h a bit
Split some of the larger types with inlined code into their own
header files, so that the implementation of them needn't be included
everywhere.
Change-Id: Id3ec2d42efbd33cedb55705a5a24e1b90c8b7a01
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/524782
Tested-by: bsgcomp <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: bsgcomp <bsgcomp@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9757
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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 */ |