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path: root/compute_kernel_writer/include/ckw/KernelWriter.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>
2023-09-28Apply clang-format on repositoryFelix Thomasmathibalan
Code is formatted as per a revised clang format configuration file(not part of this delivery). Version 14.0.6 is used. Exclusion List: - files with .cl extension - files that are not strictly C/C++ (e.g. Android.bp, Sconscript ...) And the following directories - compute_kernel_writer/validation/ - tests/ - include/ - src/core/NEON/kernels/convolution/ - src/core/NEON/kernels/arm_gemm/ - src/core/NEON/kernels/arm_conv/ - data/ There will be a follow up for formatting of .cl files and the files under tests/ and compute_kernel_writer/validation/. Signed-off-by: Felix Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com> Change-Id: Ib7eb1fcf4e7537b9feaefcfc15098a804a3fde0a Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10391 Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@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>
2023-08-30Implement indirect load for buffer and CLImageGunes Bayir
Add KernelWriter API functions for loading from an indirect buffer Resolves: COMPMID-6390 Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Change-Id: I45dbf88b25ec5caf2b458657ef20aacac9924745 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10192 Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-08-30Add get_global_id and printf for CKWViet-Hoa Do
Resolves: COMPMID-6387 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I5bedb2fdb658a6eb5f1d5053b3840ca81cf75d03 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10214 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>
2023-08-29Add CKW flow control writing methodsViet-Hoa Do
* Structures: if/else/else if, for, return. * Add corresponding tests. Partially resolves: COMPMID-6387 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I2912ccaf46f836907f21bb53fa82bcc1f48dd224 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10199 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-08-29Add declare_constant_tile API function in CKWGunes Bayir
Resolves: COMPMID-6535 Change-Id: I07d8aca96a0fcbd624f828b24513ee0500a14a74 Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10200 Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-08-24Add CKW binary and ternary statementsViet-Hoa Do
Resolves: COMPMID-6388 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: Ia0cd1486f368af54053066f489cac83b9de01789 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10182 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>
2023-08-22Add CKW writing methods for CL unary opsViet-Hoa Do
* Add writing methods for: - Assignment. - Cast. - Unary expression. * Add corresponding tests. Partially resolves: COMPMID-6388. Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: Ia654173e2e1ee9cddb7819980251e0591934439f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10155 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>
2023-08-18Implement load/store API functionsGunes Bayir
Add KernelWriter API functions for loading and storing tiles with and without dilations. Resolves: COMPMID-5791, COMPMID-6389 Change-Id: I9b1f5b2f081fa54e7bda488aac69ed8d43d1d35c Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10152 Tested-by: Arm Jenkins <bsgcomp@arm.com> 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>
2023-08-02Add op_write_raw_code to KernelWriter classesGunes Bayir
op_write_raw_code helps writing plain text to kernel body. It's used to address the cases where the user needs to explicitly add a code where it's not (yet) supported by the kernel writer utility calls. Partially Resolves: COMPMID-5791 Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Change-Id: I04288457ac1871aea8bf10276bf9f078e17fc4b4 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9996 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: 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>
2023-07-12Add tile declaration capability in KernelWriterGunes Bayir
Resolves: COMPMID-5816 Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Change-Id: Ibd885707a842550a058252f9d01e072129896055 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9901 Tested-by: Arm Jenkins <bsgcomp@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>
2023-07-11Add kernel and kernel writer skeletonsViet-Hoa Do
* Add the skeleton for kernel, kernel writer and their respective OpenCL implementation. * Add method to write code comment and its test. Resolves: COMPMID-6343 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: Ib986228154f7a00da7a5fd3b7105941325fe13b1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9889 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: 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>
2023-06-28Fix compute kernel writer build warningsViet-Hoa Do
Partially resolves: COMPMID-6283 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: I40cdbfd30abca2016f4caaa41a24350d1ff35c4c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9830 Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: 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>
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