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* Added Layer and Create Workload tests
for the new Quantized LSTM layer.
* Tests to be enabled on NEON and CL in
their respective patches.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I7e9e9768dd63010ab58367c45fffcff452377cfb
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* Fix reference L2 Normalization workload to support < 4 dimensional tensors
* Add unit test for L2 Normalization with 2d tensor to Reference, Neon and CL test suites
* Fix typo in StackLayer
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I48a6a1289bcb02955b24f261bc70b467bd1abc23
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* Add Axis parameter to Softmax Descriptor
* Add new reference implementation for Softmax using Axis parameter
* Add unit tests to cover each Axis
Change-Id: Iafac2275d2212337456f2b1b56b0f76f77fb9543
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Remove multiplier check in TfLite parser
* Add reference unit test for depthwise multipler of 64, as in DeepSpeaker
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I787339ab4c4d269333985353d191202d070906ba
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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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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I7f4c722141837939fd8904c52e75704a15c8a5e3
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strides, dilation and padding
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iea99a162e1f0c823cd0f8bc0ae2fb5f461778515
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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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* Added CL backend support for SpaceToDepth.
* Enabled unit tests for SpaceToDepth on CL.
* Renamed unit tests to make them type-agnostic.
* Added QSymm16/S16 support to ClTensorHandle.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I417d82946142ed619c447428bf0b0c4a2116c004
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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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* Add descriptor values
* Update lstm queue descriptor validate function
* Update lstm workload
* Update isLstmSupported (Cl and Ref), LayerSupportBase, ILayerSupport
* Update lstm layer
* Add unit tests
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I932175d550facfb342325051eaa7bd2084ebdc18
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Id551690065dca0686ce597d1f0c14fd73163481e
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Icc64f8148c9d8a0d14d772e6e4e7865e70585cd9
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* Add reference supportedness validation checks.
* Call unit tests with QSymm16 data type.
Change-Id: Ie6621ca7072dfc69278198c53e09b090275a7fff
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Add LayerTests and EndToEndTests for QSymm16
* Updated GatherQueueDescriptor::Validate function
* Reimplemented RefLayerSupport::IsGatherSupported
Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com>
Change-Id: I5b4df55d31b5ee3c5563d2df17b412a387c27595
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* Generify and reformat test BatchToSpace tests
* Add missing RefCreateWorkload test
Change-Id: I08af018c07ee41df5b9d1e578d99bc03f38090ac
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: If050f318fcb7626bbfae1b8737a1d232a4a5a915
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I0e7132f61001f7b2a9fad3d7b21acf2558c01df4
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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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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ia655b1b6c5f57d2b7c0d9dd17be342cd01f36c09
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I60da1414ab41ea196cdebc27f0f014a502274fa8
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Change-Id: I5cabbf9d1ef3858be68d6820d14845e512128c5b
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
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* Adds CreateWorkload and LayerTests for QSymm16
* Updated ResizeBilinearQueueDescriptor::Validate function
* Reimplemented RefLayerSupport::IsResizeBilinearSupported
Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com>
Change-Id: Id9d14d3b41d26ac3d51227ab248ce8cca9dc9969
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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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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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* 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: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I4026a77377002f4f9c15a923e8fcb7075d700f6e
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Change-Id: Ibb8b71058039d0fb7345c2e6cba6382023541269
Signed-off-by: nikraj01 <nikhil.raj@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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* 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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* 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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Change-Id: I9af5d2d8ade97b9ecd2e6fbf13db9fa3bb622ed8
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
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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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* 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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* 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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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: If2289b2d1fc20f4524fcf4620f01ea3a36d727d2
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Adds unit tests for dilated depthwise conv
Change-Id: Iad0a1b33d07fb0ef8f9f6edf0fd0f83a5800a36d
Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com>
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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* Add unit tests for QSymm16 LSTM
* Update supportedTypes in WorkloadData & RefLayerSupport with
DataType::QuantisedSymm16
Change-Id: I1a2627b11b707d68d7d7002f63b985f9571ee177
Signed-off-by: Conor Kennedy <conor.kennedy@arm.com>
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!armnn:1023
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ie4e5c4e7cb9edec690235393fff0721fca5da6cc
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