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Change-Id: I45598fc9b6d408b19d8d050e64c12b1d48535fa3
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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* Refactored the ResizeBilinear tests so can be used for both Float32 and Uint8.
* Moved to .hpp file and renamed tests accordingly.
Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com>
Change-Id: Icf79b0616db0c307cfcf94747fe0a6d4343588bd
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Unit tests for following Activations have been added
*Relu
*SoftRelu
*LeakyRelu
*Abs
*Sqrt
*Square
*Tanh
Signed-off-by: Konstantin Sofeikov <konstantin.sofeikov@arm.com>
Change-Id: I2812a24842400c8b2c2d87933fbe1eca8c66e911
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I68ff6f3682a93689a890fff46bb1a6ccb1acda20
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* Do not use DataLayoutIndexed::GetIndex for weights and inputs,
as it causes a large regression in performance
* It turned out that the calculation of the indexes for the weights
and inputs was the way it was because of an optimization done
many months ago
* Reverted the relevant hunks and added some comments so
we won't make the same mistake again in the future
* Made the GetIndex function inline to speed up other usages
Change-Id: I343b2ef0446993086f58b9dea1f0de0ba2d92216
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: Ia413c6b5352dbb3390e7d84e837a542c24ae8813
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I4026a77377002f4f9c15a923e8fcb7075d700f6e
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* Added support for QSymm16
* Added unit tests
Change-Id: I7ba57793830bed7958ac9a94e9ac39d6dbe708b5
Signed-off-by: Matteo Martincigh <matteo.martincigh@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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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I8af45afe851a9ccbf8bce54727147fcd52ac9a1f
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* Used DataLayoutIndexed::GetIndex wherever possible
* Removed unnecessary GetOffset function
Change-Id: Ieaad2def60e8de48dbc3afb63e550ac5883b3690
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Used the new DataLayoutIndexed::GetIndexmethod in BatchNormImpl
for convenience
Change-Id: Ifb7e5abbdb48d958ee2139d22b97cd8d479357bc
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: Ibb8b71058039d0fb7345c2e6cba6382023541269
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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for convenience
* Added GetIndex method to DataLayoutIndexed
* Refactored TensorBufferArrayView::Get to use the new method
Change-Id: Iae08b2761bddeda9e935b25e6bc4985f2d386cd3
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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support the new QSymm16 type
* Added QSymm16 to the range of supported types for batch
normalization ref workloads
* Added unit tests for QSymm16
Change-Id: I5b2fcfbd9cb5af149ebfe24e2d95f3affa2e3690
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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handle Float32 and QAsymm8 types
* Removed the type-specific workload implementations
* Added type-independent RefBatchNormalizationWorkload implementation
* Reworked BachNormImpl to use decoders/encoders
* Improved the validation of the BatchNorm queue descriptor
* Fixed unit tests where necessary
Change-Id: Icf3fa1332292d38ec2fa0b1cb984cab78426034b
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I688f4db5f5950877ad88f637cf71c05270fd5338
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Change-Id: Iea6edf90148773b12f361bfa4b1d572c5322d18b
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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* Added support for QSymm16 in Floor workload
* Added unit test for QSymm16 Floor
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I6d36a07b3cfff212056125232f7842ca04bf4947
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Iaf9c290c093b7d84949993439568e55433938b4e
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* Renamed RefFloorFloat32Workload to RefFloorWorkload
and updated references to reflect this change.
* RefFloorWorkload now uses Decoders/Encoders and
supports the use of multiple data types.
* Deleted FloorTestImpl.hpp and moved its contents
into LayerTests.hpp.
Change-Id: Ie079d05f2f6a578172f0fe3024f9607c030bce64
Signed-off-by: James Conroy <james.conroy@arm.com>
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Change-Id: I253eee2bbe1f48b94b03936af8f18603c1d58986
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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* Added support for QSymm16 in the Strided Slice workload
* Added unit tests
Change-Id: I84485bc2fd5ad2b4edb49c644b644878e0e5aded
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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QAsymm8 types
* RefStridedSliceWorkload is no longer a template class
* Refactoring of the ref StridedSlice implementation
* Added ValidateTensorQuantizationSpace function
Change-Id: Ifa182a33d79d42137731f48b995a7973c9d92152
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: Iac2ded9b20c37299e3de51465dcbfb5a7bfc52d5
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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Change-Id: I9af5d2d8ade97b9ecd2e6fbf13db9fa3bb622ed8
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
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Signed-off-by: Les Bell <les.bell@arm.com>
Change-Id: Id454ac91ae1c0216f5ecfa1c3cde9430691f51f4
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to cover different number of dimensions and split axis
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ia9a111c8dcfc08d04b54aa770d1ae5312c6b1c93
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Change-Id: I9ad5a04368a4587588d733ac36ad157f79b6c432
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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* Added QSymm16 to supported types in WorkloadData
* Added QSymm16 to supported types in RefLayerSupport
* Created templated SimpleReshapeTest in LayerTests
* Updated ClLayerTests to use templated SimpleReshapeTest
* Updated NeonLayerTests to use templated SimpleReshapeTest
* Added test for QSymm16 to RefCreateWorkloadTests, RefLayerTests
* Removed ReshapeTestImpl as all reshape test methods were moved
* Added FloorTestImpl for existing SimpleFloorTest
Change-Id: I78efede8aab74c2d4cb0841dd426b8e06186133d
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
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Change-Id: Ie290efcbb9e3a6365cbd630cb2041e7b0f542505
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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!android-nn-driver:1210
Change-Id: I940b3b9e421c92bfd55ae996f7bc54ac077f2604
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Removed reference reshape workloads for float32 and uint8
* Added RefReshapeWorkload
* Added check for supported datatypes for reshape in WorkloadData
* Added check for supported datatypes for reshape in RefLayerSupport
* Updated CMakeLists.txt
* Updated references to reshape workloads
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: I9941659067b022f8f7686ab0ff14776944dca3e5
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I44f8f1799f6182721751b1d117c9ada5b91f52e1
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* Add support for QSymm16 for FullyConnected
* Add templating to Uint8 RefLayerTest to test QSymm16
Change-Id: Ie6e989daf2ca966d6c6805b8017126eb77ebfec4
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Refactor FullyConnected workloads into single workload.
* Refactor FullyConnected ref implementation to use Encoders
and Decoders to support all DataTypes.
* Deleted RefFullyConnectedFloat32Workload and
RefFullyConnected2dUint8Workload.
Change-Id: Iad30fb0287ab7491e1297997e7d61f1d00785541
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Added QuantisedSymm16 as supported type for Conv2D
* Added Unit Tests for QSymm16
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I4a8176091e75abfb0ea3a4b913c213111512df75
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Change-Id: I47bb0f782acfa5b2d2fee9132875f9a655ea635e
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
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* Add check if Sub-tensors cannot be used, call ACL function
* Add computation of SplitAxis from SplitterDescriptor
* Add NeonSplitterWorkload functions
* Modify IsSplitterSupported to call ACL validate function
if sub-tensor cannot be used
* Also check if quantization parameters match when using sub-tensors
* Add more unit tests for Splitter in TfParser and TfLiteParser
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I31e4c7d055117c83c65b598c4125442173242226
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Change-Id: I3cf8d9dbc4f8c95e0e2311505dd7e9f9069f1ab5
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
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* Refactored RefConvolution2dWorkload to support all DataTypes through Encoders and Decoders.
* Added Convolute function to ConvImpl that uses Encoders and Decoders to support all DataTypes.
* Deleted RefConvolution2dFloat32Workload and RefConvolution2dUint8Workload.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ic5ef0f499d08b948fa65fdee54b5f681fd0b1c05
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* Restored old SubGraph class definition as an alias of SubgraphView
for backward compatibility
* Restored SubGraphUniquePtr
* Restored CreateSubGraphConverter method (and the corresponding
ISubGraphConverterPtr type) as a deprecated method that's been
removed from the backend interface
* Chaged the defautl implementation of OptimizeSubgraphView to call
the deprecated OptimizeSubGraph
* Changed the default implementation of OptimizeSubgraphView in the
backends
Change-Id: If69903926bf5ff2aae52c9b64b4572b355662757
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Fixed ResizeBilinear test failure on Cpu Reference
Change-Id: I2cf317eae65f1a86ef87badefb3b32ff05dca9e8
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
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Change-Id: Id836372c0e4ef0c3996085facc4da6263366abcf
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Validate that output is any of supported types in WorkloadData
* Validate that output is any of supported types in RefLayerSupport
* Add test for constant with QuantisedSymm16 in LayerTests
* Add test for creating constant workload in RefCreateWorkloadTests
* Add test for constant with QuantisedSymm16 in RefLayerTests
* Refactor RefConstantWorkload - BaseWorkload instead of TypedWorkload
* Refactor RefConstantWorkload - remove m_RanOnce, use PostAllocationConfigure()
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: Ic30e61319ef4ff9c367689901f7c6d498142a9c5
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Change-Id: Ifeb33db919ef77bf777e114f2d84b88fd595ca2c
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: If2289b2d1fc20f4524fcf4620f01ea3a36d727d2
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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!android-nn-driver:1120
Change-Id: I5192fa3deb4ea9766d38ad0bf4dfbfa0b4924c41
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I6d1ea80c9fabd8c50ee030272c51cb66e85e431d
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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