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* Updated InferOutputShapes to take dilation into account
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I84e999dc037fa47ce5290e9baa0df94bc9e7ce4d
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* Update ClConvolution2dWorkload
* Enable unit tests
Change-Id: Id07bae220a35a0cadcacebe615f156622ae5f196
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
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Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: Ic4177278bb8fb9e6e7e3c03ff8f49bfa99f5efdd
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strides, dilation and padding
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iea99a162e1f0c823cd0f8bc0ae2fb5f461778515
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* Added new StackLayer class
* Made necessary changes to Descriptors, ILayerSupport, ILayerVisitor, etc.
* Added unit tests
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Ieb97a928a342ffe1901c6058eb895711c358fd3d
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* Update neon lstm workload
* Add unit tests
* Add isLstmSupported
Change-Id: I493c159137f6544b0f2532d16d4fafd7a7e587e5
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
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Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: I327187b007e1aa18f3385766f4a82e113301a2f3
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Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: I4c51e49ef57065e9fb0038175e67290c59d5f396
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* Enable calls to LSTM normalization unit tests on CL backend.
* Update CL workload to set the layer normalization parameters.
!android-nn-driver:1461
Change-Id: Ia5a29918961c391c1f1d8f331add377a38822ddd
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
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We can obtain the output tensor shape from the model provided by
the user.
Signed-off-by: SiCong Li <sicong.li@arm.com>
Change-Id: I5074734315174c1b5dc8eea1eff18a4a1c566f2a
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* Add Neon backend support for SpaceToDepth
* Enabled Neon Unit, CreateWorkload and
EndToEnd tests for SpaceToDepth.
* Added QSymm16 support to NeonTensorHandle.
Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com>
Change-Id: Ibbb0bce5ad77dace2bf4c4c111006d2fadf844e8
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* Refactor ImageTensorGenerator into a header so that it can be used
inside ModelAccuracyTool. ModelAccuracyTool now can accept image files
instead of tensor text files as input. ImageTensorGenerator remains a
standalone tool for converting images into tensors text files.
* Inside the ImageTensorGenerator, use the existing image preprocessing
method InferenceTestImage::Resize which has the correct image normalization
techniques and other resize utilities.
Change-Id: Ia662fed4752fb81c5cfa6d15967c6aae4aaf1155
Signed-off-by: SiCong Li <sicong.li@arm.com>
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!android-nn-driver:1461
Change-Id: I9d8fe7adf13832ed0cbcfe98b2353c2f37011d22
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
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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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* Refactored existing EndToEnd tests, moved
tests in reference to backendsCommon.
* Enabled EndToEnd tests for CL.
* Added new Ref/CL CreateWorkload tests.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I0a5e52961a8aca540d43241a3805d19c9c6ff56c
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Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: I685e17d2e721e4b0de50d88b04b63a5c2cfdc772
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Id6ab073ae3e0ff5f60c2f4bef975798ce71c9f88
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Add Neon missing Unit Test for Uint8.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I9207be8c8cf572ae9cbbf155010bb6dabe0c971c
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refactor to be done
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I6dbf6a2aa328b8c843632e1231931b4e1c6888bb
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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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* Renamed m_padValue to m_PadValue to bring it in line with
our naming conventions
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I071aa42c9be495462c64697e5a923a5ec55de146
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* Updated ACL pin to latest master.
* Minor changes to Softmax Neon/CL uint8
workloads to reflect refactoring in ACL.
!android-nn-driver:1476
Change-Id: I1c5005ddbcccdb41d8cb09d3fa61cf3ce0e9ffdb
Signed-off-by: James Conroy <james.conroy@arm.com>
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Change-Id: I2f92f7336d3b4188962a9d08b0e7c6372b1c648f
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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Change-Id: I1bb187db89bb3eb883b8f0aca4c3439d82b56583
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I92a83b61a0c89029cbde0a6cc26599691d171660
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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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* Refactor and add QSymm16 to IsDepthwiseConvolutionSupported
* Refactor and add QSymm16 to IsEqualSupported
* Refactor and add QSymm16 to IsGreaterSupported
* Refactor and add QSymm16 to IsSplitterSupported
* Refactor and add QSymm16 to IsStridedSliceSupported
* Refactor and add QSymm16 to IsMemCopySupported
* Refactor IsFakeQuantizationSupported
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I4f115a5535748fc22df8bc90b24b537fd5dd95b8
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Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Ibc108699f0bccf9210defac8707c4f61cb181e3f
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Change-Id: I7a812eafc8c73d074049ba95189cbc17d276eee3
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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consider 4 neighbors instead of 2.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ia724b35f723157e9f51b5345964200f126b98267
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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: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Ic3ed5911cea75b9052dab2ed802cbbe4bca38603
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Change-Id: I445c69d2e99d8c93622e739af61f721e61b0f90f
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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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: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ie89dc91a2fc0281d58c6f1ccef65ed1228d33ccb
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ibfd4725bb04a5859488e968513cf11ac450fd277
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Id551690065dca0686ce597d1f0c14fd73163481e
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Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: I3b1af816cefc1760f63324f365de93f899c9c9ee
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I63493ddb7598515773073deb6db2eb3a635c5dfe
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I3b021c0828d30298d99ddb211c9aae17fe3636f0
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I0078d91f86f8632ab87c6c4484ca1ba52a142812
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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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Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Change-Id: Ifb7d50ed43cd66e219b17369130f9091d4a668e7
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and add option to quantize float inputs to qasymm8
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I54b13b8b53c31c05658fe9c310ca5a66df759aa5
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* Update SoftMaxUint8Workload for CL and NEON to deal with
quantization parameters as vectors.
* Change Sigmoid Activation function QAsymm8 tests to use
scale=1.f/256.f and offset=0 as quatization output parameters.
!android-nn-driver:1417
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Change-Id: Ief91f10193fbbbad0c0124ece41f0bf4e0dcd992
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* Fix for undefined reference to IsLayerSupported
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: If9d39149a5ad41dbf835d79b8cb937ac253c927e
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* Add Simple and complex end to end tests based on tensorflow.org examples
Change-Id: Ifa758a48cf5ea09f9be7945859cd37377dbb9465
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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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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