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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>
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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>
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* Address some outstanding issues from previous commits.
Resolves: COMPMID-6387
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: Iab504c20e9b30601b8745c092259a74ccfedf804
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10215
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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The tests were disabled because some tests requires constants and constant tile declaration was not present.
Partially Resolves: COMPMID-5791, COMPMID-6389
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Change-Id: Icf8a901e9b552207bff1366955b88ec46d47bf04
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10211
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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* 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>
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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>
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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>
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* 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>
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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>
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CLMemoryOpImage2dHelper will be used by load/store facility in the CLKernelwriter.
Partially Resolves: COMPMID-6389
Change-Id: I0b5f14546391e4e1fea3659dd04f601cdc27bfc4
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10098
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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CLMemoryOpBufferHelper will be used by load/store facility in the CLKernelwriter.
Partially Resolves: COMPMID-5791
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Change-Id: I3e49b1cdd90f0bf6a43dcd6d88863d4a4496c04b
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10119
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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- Return TileVariable instead of std::string
- Accept TensorSamplerFormat instead of TensorSamples in the list of
constructor input arguments
Resolves COMPMID-6496
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Change-Id: Idb555cbed45d741b049dfbbc1d4bbddf139deae4
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10131
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
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Partially Resolves: COMPMID-5791
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Change-Id: I2b8d05a2ff9600ef82866d4fb7ea8c0f68ad78b7
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10093
Reviewed-by: Anitha Raj <Anitha.Raj@arm.com>
Reviewed-by: SiCong Li <sicong.li@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-6391
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: I0d54d99ffad275400c6da7fe16deb544553060eb
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10004
Reviewed-by: Anitha Raj <Anitha.Raj@arm.com>
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>
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This type and class will be used by OpenCL specific helper classes for buffer and texture storage types.
Partially Resolves: COMPMID-5791
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Change-Id: Ie077e6d8a8d23d1edfc7bb4c19a6d1a98a44e36f
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10000
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
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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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- Add a new section in the documentation to describe how the conv2D
heuristic works on Arm® Cortex®-based CPUs and Arm® Mali™-based GPUs
- Add CKW_UNUSED in compute_kernel_writer/src/cl/CLTile.cpp to avoid
the compilation error due to an unused variable
- Remove FFT from the list of algorithms to be selected by the CPU Conv2d
heuristic.
Resolves COMPMID-6163
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Change-Id: I51384d7749451b2562642683e8b2429a355166bb
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/10065
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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This patch adds some helper methods to perform
- scalar and vector data type to string conversion
- decompose a vector length to a superposition of OpenCL vector lengths
Partially Resolves: COMPMID-5791
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Change-Id: I14495773a6bb57bd3c3565a0d6e44b891159a948
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9995
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>
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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>
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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>
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Partially Resolves: COMPMID-5791
Signed-off-by: Gunes Bayir <gunes.bayir@arm.com>
Change-Id: Ib9af89d218c8b69ac683ef202401786a807c51b3
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9969
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Reviewed-by: Anitha Raj <Anitha.Raj@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>
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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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- Add CLTensorArgument to query the components and storages as OpenCL
variables (or by values when possible)
- Add caching mechanism in CLTensorArgument to keep track of the components and storages used
- Add unit tests
Resolves COMPMID-5787
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: Ib39e1f77b097e5b907a296fe6b0d41bb4bcd4ffc
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9908
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@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-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>
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* 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>
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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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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>
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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>
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* 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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- 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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