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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I565a510de0dabdc25d518698174cd61d796239f4
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Change-Id: I98cd505b8772a8c8fa88308121bc94135bb45068
Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
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Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Icc0d131c8ee2e9748e2f14762a75962b39c10f9d
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* Added backend specific optimization to chain new reduces layers
for each axis to simulate behaviour of a layer with multiple axes.
* Added function to calculate reduced output shape.
* Added unit tests.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I180b0b111b7bcf3d0c283f1db0b82d5f17757682
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* Generalises ConstCpuTensorHandle and inherited
classes by removing 'Cpu' from aliases.
* New renamed classes: ConstTensorHandle, TensorHandle,
ScopedTensorHandle, PassthroughTensorHandle,
ConstPassthroughTensorHandle.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I1824e0e134202735fb77051f20a7252f161dfe16
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* Added support for PACK which is equivalent to Arm NN STACK
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I9ea134d0310eeea1caba30a8b9221712e9487c75
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* ILayerSupport is a backend interface, and so in order
to prevent false positives in ABI Compliance Checker
move it to backends folder.
* Front end users should use ABI stable
GetILayerSupportByBackendId which takes
advantage of LayerSupportHandle
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: Ie119451c5d55f114525dc79b6f3474b2df7e3418
!android-nn-driver:5516
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ic41adf55d3a28b4e3042c7519314789a61949255
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* Refactored the code for checking constant inputs.
* Added a unit test for ADD operator with constant input.
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ie7207e5a1ce77ea305552859de32a66e07c68a6f
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* libprotobuf.23 is the correct version of protobuf 3.12
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I2dff2a2dcb48fc1038ef18f27d2aaee268710078
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* Fix bug in stack layer which causes mobileBERT model to seg fault
when running in concurrent mode.
Signed-off-by: mathad01 <matthew.haddon@arm.com>
Change-Id: Ib2b73ffaa5b70147b837b7c764064e530baba637
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* with Conv2D for tflite parser and delegate
* with TransposeConv for tflite parser
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I8d1ed1f3388c6eace436d0e6fd5869451c6e7830
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* Changed behaviour of bias scale tolerance check such that if
input quant * weight quant != bias quant +/- tolerance
Then instead of throwing an error we send a warning.
* Updated tests to reflect changes
Signed-off-by: mathad01 <matthew.haddon@arm.com>
Change-Id: Ifd97c574fe13805660df4636e9616b2d786b490d
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* Split ClImportTensorHandle out from ClTenorHandle
* Added implementation of Import function
* Added Unit Tests
Signed-off-by: David Monahan <david.monahan@arm.com>
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I07de2ca5bebf19dfb9a8dddea4b18340ffc31fad
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* Fix bug in stack layer which causes some models to seg fault.
* Turn off bias input data if data location in TfLite file is set
to -1.
Signed-off-by: mathad01 <matthew.haddon@arm.com>
Change-Id: I0db8cfe04874979382edcf2bed336339700e3538
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* Added checks to SerializerStrategy::CreateTensorInfo to handle situations
where a shape has some unspecified dimensions
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Idc64bfdabd5677c73a5c64f0c8e80156f3aae8e2
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TensorHandleFactoryRegistry::GetFactory
* Modify Layer::CreateTensorHandles to include MemorySource
* Modify INetworkProperties to add MemorySource
* Disable Neon/Cl fallback tests until full import implementation complete
Change-Id: Ia4fff6ea3d4bf6afca33aae358125ccaec7f9a38
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* In AddBroadcastReshapeLayerImpl check if a constant layer has other
connections before modifying its output tensor shape.
* In ElementWiseBaseLayer replace an ARMNN_ASSERT with a proper error
message.
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: Id3f3796c260eede61f076660505257a8b65d93fc
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* Remove from .md files and Doxygen
* Remove from armnn/docker build
* Remove Tensorflow model format from ExecuteNetworkParams
* Remove Tensorflow model format from ImageTensorGenerator
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: Id6ed4a7d90366c396e8e0395d0ce43a3bcddcee6
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* Enabled async mode with '-n, concurrent' and 'simultaneous-iterations'
in ExecuteNetwork
* Number of input files provided should be equal to number of input files
provided multiply by number of simultaneous iterations divided by comma
!armnn:5443
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ibeb318010430bf4ae61a02b18b1bf88f3657774c
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* Moved doctest third-party library to armnn from delegate.
License file is added.
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I4257c492ffd1c2d1b695ae4fc3ae70432acbaded
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* Add inter layer memory management to WorkingMemHandle
* Change Const layers to be executed once in loadedNetworkConstruction
and share tensorHandle between all WorkingMemHandles
* Fix various reference workloads pointing to memory in the queueDescriptor
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I69d4b3c5c84d2f5abe4540c3e624ab4f00d88226
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* Added enable-fast-math and number-of-threads options.
* Added save-cached-network and cached-network-filepath options.
* Added external_delegate python tests for new options.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I7cf6522a6f895cd71ed8f369d94a5113d78594f9
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I02da912e5e4ca650b367ca40fe3f5ca5baa61cbb
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ida37d3ee3a1af0c75aa905199bd861726c646846
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Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I8a29df03afdd6f1cc8413b219e179272cd2d51cf
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* The wav file is a recording of the phrase
"the quick brown fox jumps over the lazy dog"
* This has been approved with legal
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I8c3ba7d108623de94fb961e00f1dc34b78cd6452
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* Removed the build of tensorflow.
* Fixed some build parameters.
* Added minor fixes to improve usability.
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I9d03438ff8c3015c442d9662ae3d2b8e7cd58382
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I6da711950b8e7d3c0d5cbd443e91eb36700ac4c8
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I481343af311cf3cbc81eee80e80d8b5581fdfd7b
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I1bbf1f2edf7282cb69b99e22de1b8a2fe6e443c2
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* Removed check in TfLiteParser and Delegate that requires both weights
and biases to be constant or non-constant simultaneously
* Updated TfLiteParser FullyConnected layer test to properly use
non-constant weights
* MobileBERT Float32 model now runs on TfLiteParser
Signed-off-by: mathad01 <matthew.haddon@arm.com>
Change-Id: I1d75eea466caa90cd695ad353160362df2f69483
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* CLWorkload was only supporting float
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ic57a490f03a055c158edc19e831b153a44e25166
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Some models would add a PAD layer before a pooling when they can't
express their padding configuration as SAME or VALID.
ArmNN can potentially merge the two merge the two because pooling
layers are described with explicit padding.
The merge is possible if the extra padding is neutral in the combined
pooling operation. A merged operation can only fuse paddings in the
dimensions that accept explicit padding in a pooling operation, i.e. the
spatial dimensions.
Signed-off-by: Diego Lopez Recas <diego.lopez.recas@gmail.com>
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: Icd54718dcd9e797c923456b7fa6e0213e288e668
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* Reading tensor infos won't allow a permutation vector anymore.
The permutation only changed the quantization dimension not the
shape and was therefore misleading
* The permutation of the full tensor info is now performed in
armnnUtils::Permuted
* Changed TfLite Parser depthwise parsing function
* Added unit tests to TfLite Parser with more random data
* Changed TfLite Delegate depthwise parsing function
* Added unit test to the delegate with per channel quantization
!android-nn-driver:5412
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I1f985ee69547bcaf16a72201e00a6b6fe1ef9a97
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* Add new class ManagedConstTensorHandle to Unmap when out of scope
* Integrate into existing layers that have constants
* Add unit tests
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I0a05e14e438804b37e9862e76b5ca329483f6b45
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I8d13a83cf89877f007d3f18a9a97c2622b58ba2a
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* Updated Split function to read correct axis data.
* Improved validation in Split and SplitV function.
* Moved ComputeWrappedIndex function to DelegateUtils.hpp.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I8c7d0c9b747d1ab548df98da930d838c2f57659e
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ib00be204f549efa9aa5971ecf65c2dec4a10b10f
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* Updated ParseSplit TfLiteParser function to read correct axis data.
* Improved validation in ParseSplit and ParseSplitV function.
* Added TensorFlow BOOL support to TfLiteParser.
* Added supported ElementWiseUnary operators to TfLiteParser
E.g. ABS, LOGICAL_NOT and RSQRT.
* Removed ParseExp and ParseNeg function implementation in favour
of reusable ParseElementWiseUnary function.
* Removed Exp.cpp and Neg.cpp files and moved tests to ElementWiseUnary.cpp.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ibce36e3ce4d95755dda88abc2ddde1e07e62c5e2
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16000Hz sampling rate.
Change-Id: Ib36cf059fe1d187204f73352eb91bf7134757221
Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
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* Added multithreaded StridedSliceEndToEndTest
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I4579db7b5959e0a22256f1bda00238c22e611dec
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I6f4366b56fe1ca77146620be27ce26f42a373d80
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Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I32a92e0efabefd1e342203a13f11a622a3e25076
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* Update Docs to reflect removal of dash from package names in
order to follow debian standards (package name must match .so name)
* libarmnn-tfliteparser - > libarmnntfliteparser
* libarmnn-tfliteparser-dev -> libarmnntfliteparser-dev
* libarmnn-aclcommon24 -> libarmnn-aclcommon24
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I283cac293f018e4eaa3170eedc2947e64ed1cd7c
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IVGCVSW-5415 Add TfLiteParser support for CAST
* Added front end support for CAST, including support in the
Reference workload, Serialization, Deserializtion, Unit tests, and
TfLiteParser.
Signed-off-by: mathad01 <matthew.haddon@arm.com>
Change-Id: Iaf670ca5912a21ed6bc84f7f83a68b42154846bb
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ife010f2eebace4efbf90c2469cea88175b522a76
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Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I5919c9b93f335e09e542c7ecfbcba637f64df3b8
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* Fix for GitHub#523.
* Updated ParseArgMinMax function to read correct axis data.
* Improved validation in ParseArgMinMax function.
* Added ARG_MIN support to TfLiteParser.
* Added ArgMinMax unit tests for TfLiteParser.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ib4ce1a7c66e210c47859a130c4896aac958f2654
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* Added support for Signed64 to flatbuffer's schema & updated source tree
* Added support for Signed64 to TFLite Delegate
* Added support for Signed64 to Serializer
* Added support for Signed64 to Deserializer
* Added unit test for ArgMinMax to Deserializer
* Deprecated m_Output_Type from the ArgMinMaxDescriptor: the output type
is solely determined by the DataType of the output Tensor
* Fixed issue where RefArgMinMaxWorkload could output data using
the wrong DataType
* Added Signed64 to RefLayerSupport::IsArgMinMaxSupported as a supported
type
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ib622c052a1f8aa3e658262f8bde5a6881a8cbe10
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