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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I8d65673580924907db51d903d9054d1b0914493c
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Previously we were adding a reshape layer to "broadcast" tensors
for elementwise operations. This broadcast was happening too late
and was really just an expand dims. This was breaking the constant
attributes of tensors and layer support of certain backends.
* Remove addition of reshape layer when expanding dimensions
* Replace broadcast function with expand dims to equal rank function
* Fix some error status checks in various layers
* Add new TensorUtil function that expands dims to a defined rank
* Add unit tests to new TensorUtil function
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: I31aca47c98075fef4f86864a15470f5faa55ab8d
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the shape of the network
* Fixed bug where calculated output shape wasn't being recorded in ParseSqueeze.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I8f03a0400323c865e7e8f924d257d6770f809502
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* Added reshape before and after FullyConnected to support dimensions
> 2. This is now consistent with the Delegate and TfLiteParser.
* Refactored AddFullyConnected method to remove duplicate code.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I04dfeb38dbcac096c5fcd9dcb5e3821d38ce6550
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* The test cases that use DebugTestImpl were creating temporary files
but not cleaning them up after running.
* Refactored FileSystem to extract a common RemoveDirectoryAndContents
function.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I35b8d2eeed286742358a9abccbc078493d033902
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* Only update boundary slots on actual subgraphview
* Previously all slots from replacement subgraph added even if internal
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: Ic9ef9fc41ad248838d1c019dd0368378c3119648
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* Updated headers that were missing a copyright notice.
* Reverted years that were incorrectly updated.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I65842f1e9b9fd5654563edd5090133cb3c89fecc
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* TFLite Parser:
* Fixed issue in ParseReshape where the targetShape wasn't always calculated correctly
* Fixed issue in ParseFullyConnected where the wrong name was used for the ReshapeLayer
* Added an ExpandDims to the FullyConnected to ensure that we reshape the output correctly
* TFLite Delegate:
* Added an ExpandDims to the FullyConnected to ensure that we reshape the output correctly
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I129dfcb8543f8a3a297c0589c841be20ef3b6407
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* Added ability to reduce dimension sizes when calling BuildArmComputeTensorInfo or
BuildArmComputeTensorShapes, this will attempt to remove leading 1s in order to
squeeze the number of dimensions but retain the size.
* Changed ClBatchMatMulWorkload to attempt to squeeze the number of dimensions to 3
as the CL Gemm Kernel can only support up to 3 dimensions.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I6b3d0886c5b97fdb686838fc3dc292833ddc4643
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* Fixed issue where ComparisonLayer wasn't calculating its output shape correctly.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I37fe437b598bde694e519d6792182924bd0197cd
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* The only way to build TOSA common was to enable ARMNNTOSAREF.
* Only include and link the required headers/libraries for TOSA Common.
* Remove duplicate include_directories calls.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ia5a19bf5b0bb903be0248ac550439df1e8ac5aa7
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iaa3cff46217117aefdb92f281e9da2b0315f3af9
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* Folding of pad into conv2d expected a Constant layer not Dequantisation
* Fusing Dequantisation with Constant to a Constant ensures that.
* Group Constant layer optimizations together where possible.
* Add unit test.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: Id0393313bf097595f2f13738b7513e427116ea4a
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The -F execute network option creates a directory to print intermediate
tensors but minor problems caused serious failures. This attempts
to clean up the error handling.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: Ia44c008919b1bee299b43a672235b1fcc25bf1bd
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* Some code was moved to aclcommon to facilitate GpuFsa. It causes
build problems when ACL is build without CL support.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: Ia49d1fb7e69aaa8a694f402968e9ae689c2a874c
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I60e9284b90467f58e0acd74d3f1493546b6f1b9b
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iefe255ed27e1f69d99dc0cae9cfa1d6d1a51720e
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* Added ElementwiseUnary support with a mapping for Rsqrt
* Added unittests
* Added Rsqrt EndtoEnd tests for all backends
* Changed TosaRefLayerSupport to default to false on unsupported layers
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I3eaa9c684647ead61520a563815581aa68bee51b
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* Call Reshape EndToEnd test from 3 backends
* Tidy up some naming of tests.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I5546af35e89d352d3f1529368518aecc0a4a534b
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* Added ability to calculate dynamic tensors and propagate
them through the model so that when those tensors are later
used as inputs they have the right shapes.
* Added InferOutputShapes to DetectionPostProcessLayer.
* Added InferOutputShapes to MeanLayer.
* Added InferOutputShapes to RankLayer.
* Added InferOutputShapes to ReduceLayer.
* Fixed typos in TfLiteParser.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I880c0716938ef278f5dbf01a8a73a5cc99ce5ded
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* API to remove need for workaround so backend users can get slots
* OutputSlots outside the SubgraphView needed to obtain TensorInfo
* Fix a few Copyright headers
* Add shared_ptr back to original subgraph view using
std::enable_shared_from_this
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I033a00d6fc4020619d406ac06a156b7e380a426a
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* Required to enable easier future merging and rebase into experimental/GpuFsa
as part of IVGCVSW-7380.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I066dcf00523ff430a0908666e452548ab848bd86
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Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Id765f6d766e623a157b614ca935113a9f32a5801
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Optimize
* Add unit test for WorkingCopy of SubgraphView with Inputs and Outputs
* Added check to ensure InputSlot is connected before trying to disconnect
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I261d55e38c94687a9de64cdee726a7c7442ed537
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* GpuAcc only supports up to 3D, so no 4D test have been added
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ie926cd45c350be624cbdc6cb27c89d2d3f60884b
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OptimizationViews::GetINetwork()
* Also provide API to return reference via GetINetworkRef().
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I80f4912cb7e22a2023e9bb880182ad4610c219e9
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* Build ExecNet lib dependencies as object libs except libarmnn
* Disable PIPE when building static ExecNet
* Remove multiple definition from AsyncExecutionCallback
* Disable DynamicBackend for ExecNet Static build
* Disable inference tests for TfLiteParser and ONNX during static ExecNet
* Remove Tensorflow Parser if condition
* Add Disable thread macro to InferenceModel
* Don't compile dynamic backend symbols in Runtime.cpp for Baremetal and
Exenet Static
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: If41c063eab5f05b3df0a6e064924a36a177f116a
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Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: Ib148daf81700d9038d6e91a35c9c17e770c26e84
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* Fixed bug when converting Constants with Per-Axis Quantization
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Ifbea23e60483746ec987da491dae96e74cb33af4
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This reverts commit 21cf67af47a9cebbc10a98184c204fffa3722abd.
Reason for revert: IVGCVSW-7397 Segmentation fault/Bus error in Backends CI job nightly
Change-Id: I563e79700a857f8cf0fce0923a7040aeda29629b
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* This fixes the build failure happening in nightly job running
Arm NN and EthosN main branches
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I2b1f861fdfef2b6025dfdcc0725b00c82fac13a8
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android-nn-driver.
* Not a concern with the delegate/parser as tflite builtin operators have
little float16 support
* Will also fix float16 workloads running on the support_library.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Iec2033dbc8ece2140b188de1f193c344a68b9c36
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* Added CreateNetworkFromBinary to the ONNX parser
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I5ca72ee49c7b098f9fb4aaf55a8bc077230cb30e
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Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I11505f672349e1f04143edfdc2df8775f685372d
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IsLayerSupported()."
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I7fa4110a1b545c1fcd79e387d53ae7d6cd381f31
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TOSA Reference Backend
* Removed AdditionOperator and moved to new ElementwiseBinaryOperator.
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I8ce20f7575d68334aadcd176827bca3db53d0052
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Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: Ia7d714eb227a96ad9eeb1441afbc83e6ad2bb197
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Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I54d4a017e5f2d0bbeb742b6a33121e9ca5327f47
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* .o files were being installed by cmake.
Change-Id: Ie2056e09b4800fe208d784a90f3908d508b8cadf
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Change comment for the unique tensor names in all tosa common operators
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I247b4b2365d5f0173218c5dfd11fba12d2399959
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* alphabetical order,
* specify floats
* fix order of parameters in convolution operator
* fix uninitiated variable in ConvertConstantTensorDataToBuffer
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ic82e6127cac6b94da4c859a284893b838ab248bc
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This makes it possible to call Import on an Allocated() or memory-managed Tensor,
which is needed for the current implementation of OptimizerOptions::m_ExportEnabled
to work (as the last layer before the OutputLayer needs to be able to Import the
user's OutputTensor, but this is done after other memory allocation).
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I1a885c2da7b1f0f3964ae53b8135b5e96a66614f
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* Fixed issue where duplicate tensors where being created.
* Fixed issue where output name could be generated with the wrong id.
* Updated bias tensor for Conv2d, so the size matches the channel.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I1de6947e036b3e629ec6446d24d69e50603a5593
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Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I9bfd597afd41468f304edfbe5d7141378ce60d4f
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* Replace current IsLayerSupported checks with ModelRunner for
better validation.
* Added options to be able to disable the output from the
TOSA Reference Model during layer support.
* Updated layer support tests to reflect actual support.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Iaea17343d0ad51b495477024c44a34d9335d1438
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Test was checking a freshly constructed BackendRegistry, rather
than the single instance.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I7c64cf089cb406ac4e5ceefedb17163f39801b07
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The import flags for a RefTensorHandle shouldn't be a data member,
as RefTensorHandle can only import from MemorySource::Malloc. Instead,
use m_ImportEnabled to determine what to return from GetImportFlags().
Simplifies the code in Import and CanBeImported.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: Ic629858920f7dd32f99ee27f150b81d8b67144cf
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* Error thrown when building in CLion
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I533f11e7ce2d883e254472097fee3817584d2f49
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Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I8be286b69bebd4cd36033e3145632bb043938d16
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* Required for building within the IDE.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Icbf1b7e24cc20f579bcb6f8d82666ed480378dd4
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