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In CKW, tensors are assumed to be 3d, except the batch dimension. Tensor3dMapper class defines how an Nd tensor is mapped to 3d. It also provides utility functions to access certain dimensions and the associated strides.
Partially Resolves: COMPMID-5791
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Change-Id: I17c176220201ff92954ab5808fa1c1f29966d4e9
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9993
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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* It's easier to reuse CLTile for other things for example
tensor component if it can represent both variable
and constant tiles.
Partially resolves: COMPMID-6391
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: Ief06f670332cb339bd31b94a31b4bec186e1f1b8
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9966
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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* TileOperand instead of being the tile object now is only a view
of a tile object.
- declare_tile now returns a TileOperand object, not a reference
to a TileOperand object.
- This is to prepare for the posibility that the users need
to perform operations on part of a tile (e.g. a scalar value,
a vector, a sub-tile).
Partially resolves: COMPMID-6391
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: I35c08b22a384a756d99dcd04cbe66fc57bd548d2
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9958
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Partially Resolves: COMPMID-5788
This patch
- renames ITileOperand to TileOperand, which seems to be a more intuitive name for the prospective users of Compute Kernel Writer
- provides IScalarAccess and IVectorAccess interfaces to be used by Tile classes. It replaces the current IScalarTile and IVectorTile, and forms a more intuitive inheritance hierarchy where each subclass "is a" member of the parent class semantically.
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Change-Id: I2b5253b0595e63f8ff3047c608d593b3b364634d
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9910
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Resolves: COMPMID-6334
Signed-off-by: Nikolaj Jensen <nikolaj.jensen@arm.com>
Change-Id: I500d30f09daec4087eb3e7aecd1de77dc8fd53b4
Signed-off-by: Nikolaj Jensen <nikolaj.jensen@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9828
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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Signed-off-by: Nikolaj Jensen <nikolaj.jensen@arm.com>
Change-Id: I8064b345c1efd243f8bded12ed5d561afe7c339a
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9854
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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Partially Resolves: COMPMID-5788
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Change-Id: I268cf02e4b1802b1718b39f251e42042e79e7443
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9869
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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- Create tile object to store constant variables
- Add unit tests for the CLConstantTile
- Extend unit test for CLTile
Resolves COMPMID-5786
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Change-Id: I351d8b88327e071791b781a04a6ab4990c89c04d
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9794
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
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- Add TensorInfo
- Add TileInfo
- Add CLTile
- Add basic utility methods to get tensor components
- Add unit tests
Resolves COMPMID-5782, COMPMID-5785
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Change-Id: I5e590bddd240d2f1fc876cac7129947558d7d53b
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/486221
Tested-by: bsgcomp <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Reviewed-by: Pablo Tello <pablo.tello@arm.com>
Comments-Addressed: bsgcomp <bsgcomp@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9687
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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