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path: root/compute_kernel_writer/include/ckw/TileOperand.h
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2024-02-01Use the stable CKW API in the GPU dynamic fusion backendGunes Bayir
- Refactor all kernels to work with the CKW stable API - Add support for sub-tile in the op_load/op_store CKW operator - Fix mismatch in resize - Add comments in all kernels written with CKW to help developers understand the structure of the code - Add texture image support in depthwise convolution written with CKW - Add support for different block sizes in depthwise convolution - Remove the use of the dynamic fusion helper functions. - Add support for floor in the op_unary() of CKW Resolves: COMPMID-6708, COMPMID-6743, COMPMID-6530 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Signed-off-by: Jakub Sujak <jakub.sujak@arm.com> Change-Id: I8104ce4d04a3138a1aeb0b84940e1f1c89e76069 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10914 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-09-22Add row vector and scalar access support to tile operandViet-Hoa Do
* Add the concept of tile view which refers to a specific rectangular area of the tile object. - The active area is added to TileOperand so that the user can access part of the tile. - Currently only row vector and scalar access are exposed to the user. - All writing operations except load/store op support sub-tile. * Add tests for sub-tile access. Resolves: COMPMID-6557 Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com> Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: Ica3f9eaf17f06e080c495d36c572f623b62c2910 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10354 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-07-27Add TensorOperand and declare tensor argumentViet-Hoa Do
Partially resolves: COMPMID-6391 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I849d486401f99a93919015f2e173559dca5bffa2 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9972 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-07-21Change TileOperand to a view of a tile objectViet-Hoa Do
* 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>
2023-07-12Rename ITileOperand and introduce vector/scalar interfaces in CKWGunes Bayir
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>
2023-07-06Move CKW prototype to separate directoryViet-Hoa Do
Partially resolves: COMPMID-6283 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I7596e3dc357d6f0b9cbe66534523943a73c26d81 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9864 Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-06-27Compute kernel writer API and prototypeViet-Hoa Do
* Add the public API for compute kernel writer. * Use the prototype as the implementation of the public API. Resolves: COMPMID-5790 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I9d80e15325e1d953feb87c1f2eb61a587bb9ab5e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9814 Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>