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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I9099a4f840fb747336f77d20a0868b64e801a310
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ida6d7e1d2c9abe0618f8b711bab9d62c011090d6
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Id179cb4774a4565e5e905e5fe4c34299178644de
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ifaae4d5aac468ba927b2c6a4bf31b8c8522aeb2e
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!referencetests:229377
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ia9b360b4a057fe7bbce5b268092627c09a0dba82
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* Added TransposeLayer
* Added CL, Neon and Ref Workloads
* Added Transpose utilities
* Added Serializer and Deserializer support
* Added Quantizer support
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I04c755ba7cb5b1edf72b3c9f3c0314878032e3c7
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* Add Debug workload for QAsymmS8/U8
* Change Dequantize tests to test AsymmS8 instead of SymmS8
* Fix incorrect supportedness within RefLayerSupport
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Ie51f1e33c564d46c86bf0150b1addda3fc093d13
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* Add QAsymmS8 to QueueDescriptor supportedTypes
* Add QSymmS8/QAsymmS8 to RefLayerSupport supportedTypes
* Some additional comments and refactoring
Change-Id: I8567314452e6e8f6f69cb6e458ee147d3fc92fab
Signed-off-by: Keith Davis <keith.davis@arm.com>
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* Added debug layer support for QSymmS8
* QSymmS8 support for workloads
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I51af92fadc0be290629dd9198beab5abef9e351f
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* Added new layer named ElementwiseUnary
* Deprecated existing Abs/Rsqrt layer functions
* Updated existing Abs/Rsqrt test infrastructure to use new layer
* Added boilerplate for new Exp,Neg,Sqrt elemwise op layers
* AbsQuantize test removed pending future commit
* Serialization support added
!android-nn-driver:2550
Change-Id: Ic595c645925e17b45db568187fd05646daf2e87f
Signed-off-by: josh minor <josh.minor@arm.com>
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Iedfc196bfd18e8280e99a06db68df9c15c8ea835
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!android-nn-driver:2572
Change-Id: I8fe52ceb09987b3d05c539409510f535165455cc
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: I9e8d5576b3ec04c871785d5f2f9545bf1136e59b
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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!referencetests:214319
* Reduces arm nn binary size ~15%
* Also fixed test logging black hole issues
Change-Id: Iba27db304d9a8088fa46aeb0b52225d93bb56bc8
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ia879f2d84a1b977474ee0dafa976f2aab32bd3ae
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* Added frontend for ComparisonLayer
* Added RefComparisonWorkload
* Deprecated and removed Equal and Greater layers and workloads
* Updated tests to ensure backward compatibility
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Id50c880be1b567c531efff919c0c366d0a71cbe9
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I10bb7133e0e2d6d7199abdf39562b1226bbbd3e7
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Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I725022f86e990c482ea323fc90fd136fe493ed68
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Id937dc4425884ad1985dcdfaae8bf3fb64f0c766
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I7213788725fd4e4cf1176998604e999d0b7ed6cc
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Change-Id: I65209ecec4e3abf808163239748d6e830568c2e3
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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* Added reference workload implementation and layer tests
for all supported tensor dimensions (1d, 2d, 3d, 4d)
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I40eb300828933e9183027281105d1a7e597d1569
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* Adds Reference FP16 support and unit tests for layers not already supported
!referencetests:202156
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I6fc9b9ce2809e163f72e27e877025c8fb85d9fbe
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* Working on layers required by FSRCNN, FCRN and DeepSpeaker
* Updates RefLayerSupport and RefWorkloadFactory methods
* Adds RefPadFloat16Workload
* Tested by successful execution of these networks on Reference FP16 backend
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I4817dca0a89bba6902f0feffc494b27a26a0ab2d
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* Implement Float 16 Encoder and Decoder
* Add Stack Float 16 layer and create workload tests
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Ice4678226f4d22c06ebcc6db3052d42ce0c1bd67
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* Implemented RefAbsWorkload and unit tests
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ibfcdb2b37fd8d240c181f96856e2c997a4b88914
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* Rename MemoryStrategy to EdgeStrategy
* Add MemImportLayer
* Import memory rather than copy when possible
Change-Id: I1d3a9414f2cbe517dc2aae9bbd4fdd92712b38ef
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Fixed FP16 failures on Max, Min, BatchToSpace on Gpu
* Fixed Signed32 skips on Maximum and Minimum
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I4bea19af1a0ae4c8950af8c6d5d68622cdd9b674
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* Added reference workload for the Stack layer
* Added factory methods
* Added validation support
* Added unit tests
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Ib14b72c15f53a2a2ca152afc357ce2aa405ccc88
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* Add support of QuantisedSymm16 to Pad
* Fix custom padding tests
* Add unit tests for Pad QuantisedSymm16
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ieb9a4492760b13fa030a42eb4d38fd9ffd7a8c76
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Id6ab073ae3e0ff5f60c2f4bef975798ce71c9f88
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refactor to be done
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I6dbf6a2aa328b8c843632e1231931b4e1c6888bb
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Simple pool memory manager for use in the reference backend,
in order to make the backend usable for testing large networks.
Change-Id: I5694da29052c60f95b57da595c64cc114d75b8ba
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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!android-nn-driver:1451
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ieedbce1f6e95891137a250fdd07e2f7e4e1f4828
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Use it for intermediate tensors on reference backend.
Lays the groundwork for memory management in the reference backend.
Change-Id: I7d3ee132cac31bde70ae6e1b815f4f0b03d550a6
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Id551690065dca0686ce597d1f0c14fd73163481e
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* Added one end-to-end test for all supported data types and data layout
* Implemented RefLayerSupport::IsTransposeConvolution2dSupported()
* Fixed formula used in TransposeConvolution2dLayer::InferOutputShapes()
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: If1ba3c226ecfa17f7fceffae857f39297c6433f2
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Icc64f8148c9d8a0d14d772e6e4e7865e70585cd9
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* Refactored Gather reference workload to not use templates for different types
* Added quantization values in Gather unit tests for Quantized types
Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com>
Change-Id: Ibe5d655aa1c287824e45b83818c5862bda7f92b0
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* Add Decoders and Encoders to workload to make it data type agnostic
* Merge float32 and Uint8 into single workload
Change-Id: I8adfa1898a63f13889eaaf55a31c26fd1e2d7ee8
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Added reference workload for SpaceToDepth
* Added unit tests for float32 & uint8
* Minor sort refactoring to RefWorkloads.hpp to alphabetical order
Change-Id: I2e01f8101650e2aae102a8a32bc0064f067141ab
Signed-off-by: Keith Davis <keith.davis@arm.com>
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* Added reference workload for the PReLU Activation layer
* Added factory methods
* Added validation support
* Added Int16 support
* Added unit tests
Change-Id: Ic950d908c5e0a335dccd2960a3ffab0f8b599876
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Renamed RefMeanFloat32Workload and RefMeanUint8Workload
to RefMeanWorkload, updated references to reflect this
change.
* Refactored RefFloorWorkload to use Decoders/Encoders,
to support the use of multiple data types.
* Deleted reference Unit8 Mean tests as they were
duplicates of the Float32 tests. Refactored these tests
to support multiple data types and updated references.
* Adjusted the values used in the tests' input tensors so
that they are more like floating point numbers
e.g. change 1.0f to 1.5f.
* Replace size_t with unsigned int in Mean ref workload,
for better compatibility with the Encoder/Decoder,
removed some unnecessary casts after this.
* Added ValidateTensorDataTypesMatch() function to
WorkloadData.cpp, added CreateIncorrectDimensionsErrorMsg
function to RefLayerSupport.cpp.
* Added passing and failing tests for ref IsMeanSupported.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: Id3d44463d1385255c727a497d4026d21a49e7eb2
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* Refactored ResizeBilinear Reference Workloads to combine Float32 and Uint8 files
Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com>
Change-Id: I725a830f4c4755a7d3a37ca68e31e44e7eb267cb
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Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Change-Id: I7f2bcf0596a4f654166aad9657bc7084f55e7451
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Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Change-Id: I848056aad4b172d432664633eea000843d85a85d
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Change-Id: I45598fc9b6d408b19d8d050e64c12b1d48535fa3
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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Change-Id: Ia413c6b5352dbb3390e7d84e837a542c24ae8813
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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* Refactored RefNormalizationFloat32Workload into RefNormalizationWorkload
* Added ref support of Uint8 norm workloads
* Added workload unit tests for Uint8
Change-Id: I063ce919c267e02a32e739848e49d75fd98a5eb6
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I94c973ab747309c0214268c9c39f6d8f3fc7b255
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