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author | Adnan AlSinan <adnan.alsinan@arm.com> | 2021-09-01 15:32:03 +0100 |
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committer | Adnan AlSinan <adnan.alsinan@arm.com> | 2021-09-15 15:12:09 +0000 |
commit | e4563a032aaa71de5efdb83fc04ff2933338e02d (patch) | |
tree | f722dbea27753e0da68485df0592a128b72f747b /arm_compute/core/Types.h | |
parent | e42a87ffd23a334b802b47a52ec28ad6c90bfbf0 (diff) | |
download | ComputeLibrary-e4563a032aaa71de5efdb83fc04ff2933338e02d.tar.gz |
Adds Conv3d reference implementation support.
Expands the interface with the following items:
- Size3D Class.
- Conv3dInfo Struct.
- Padding3D Struct.
- Add 'NDHWC' to supported Tensor Data Layouts.
- Add function to compute expected size of Conv3d.
Resolves COMPMID-4658 & COMPMID-4657
Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com>
Change-Id: Ic7452c48461eedaa38eaf3ac458f54b031e7dfa8
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6187
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/core/Types.h')
-rw-r--r-- | arm_compute/core/Types.h | 15 |
1 files changed, 14 insertions, 1 deletions
diff --git a/arm_compute/core/Types.h b/arm_compute/core/Types.h index 36b77b8224..31199e138b 100644 --- a/arm_compute/core/Types.h +++ b/arm_compute/core/Types.h @@ -27,6 +27,7 @@ #include "arm_compute/core/Coordinates.h" #include "arm_compute/core/QuantizationInfo.h" #include "arm_compute/core/Size2D.h" +#include "arm_compute/core/Size3D.h" #include "arm_compute/core/Strides.h" #include "arm_compute/core/TensorShape.h" #include "arm_compute/core/utils/misc/Macros.h" @@ -112,7 +113,8 @@ enum class DataLayout { UNKNOWN, /**< Unknown data layout */ NCHW, /**< Num samples, channels, height, width */ - NHWC /**< Num samples, height, width, channels */ + NHWC, /**< Num samples, height, width, channels */ + NDHWC /**< Num samples, depth, height, width, channels */ }; /** [DataLayout enum definition] **/ @@ -760,6 +762,17 @@ private: DimensionRoundingType _round_type; }; +/** Padding information for 3D operations like Conv3d */ +struct Padding3D +{ + size_t left = { 0 }; /**< Padding across the width dimenstion on the left, in elements. */ + size_t right = { 0 }; /**< Padding across the width dimenstion on the right, in elements. */ + size_t top = { 0 }; /**< Padding across the height dimenstion on the top, in elements. */ + size_t bottom = { 0 }; /**< Padding across the height dimenstion on the bottom, in elements. */ + size_t front = { 0 }; /**< Padding across the depth dimenstion on the front, in elements. */ + size_t back = { 0 }; /**< Padding across the depth dimenstion on the back, in elements. */ +}; + /** PriorBox layer info */ class PriorBoxLayerInfo final { |