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* Fixed broken steps in BuildGuideAndroidNDK.md
* Fixed broken links in BuildGuideAndroidNDK.md
* Removed unneeded steps from BuildGuideAndroidNDK.md
* Added instructions for building the tflite parser and delegate for
android
* Fixed errors in CMakeLists.txt that made it impossible to build without
Neon or Ref.
* Added build_android_ndk_guide.sh, a shell script that contains the same
steps as BuildGuideAndroidNDK.md
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Ie0479d3a2e4a776e7de88017b222d35a48c1fe10
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Remove deprecated GetGraph() from OptimizationViews. This method has
been deprecated for a long time and no backends still need it. Remove
include of Graph.hpp from the public headers.
Add includes elsewhere to deal with the header fallout.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I8dae275a8a446d9d0e19be62684e9b3cd2fa493d
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* Added Deprecation notices for old ElementwiseBinary layers.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I5bd0f186aaed675885d667f47e1e210ee9ec84f8
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This reverts commit 52e90bf59ecbe90d33368d8fc1fd120f07658aaf.
Change-Id: I5a0d244593d8e760ee7ba0c9d38c02377e1bdc24
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I74a93b1e2e5c9f12ce4523df3f21e5c0967fddfb
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* Added Deprecation notices for old ElementwiseBinary layers.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Iebbbaff38cc9c347b25eb2f9054c914a4f931c68
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!android-nn-driver:9329
* Added ElementwiseBinaryLayer that can represent all ElementwiseBinary
operations including Add, Div, Sub, Maximum, Mul and Minimum.
* Updated Delegate to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated Deserializer to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated OnnxParser to use ElementwiseBinaryLayer instead of the Add
layer.
* Updated TfLiteParser to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated CL and Neon tests to use ElementwiseBinaryLayer.
* Updated CL and Neon Backend Specific Optimizations to accept
ElementBinaryLayers as well as Add, Div, Mul, Sub, Maximum and Minimum
layers.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I7cbb96b60eb01f0e2b57b0541016d48a08b86c75
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I8d65673580924907db51d903d9054d1b0914493c
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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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* 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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* 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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* 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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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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* 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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* 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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* 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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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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Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I11505f672349e1f04143edfdc2df8775f685372d
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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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* 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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* Spelling corrections and code refactors added to TosaCommon
* TosaDTypeToString() implemented and used in TosaRef IsLayerSupported()
instead of enum integer.
* Using namespace armnn in TosaCommon OneToOneMappingTests and
TosaReference TosaRefLayerSupportTests instead of armnn::ClassName.
* Updated VerifyTosaAttribute() to also verify certain attributes
from input and output shapes.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I71dfca404d081a665f748ab724153c6dc36b7eca
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* Removed weights and bias from Convolution, DepthwiseConv & FullyConnected
layers
* Removed the weight and bias ConstTensorHandles from the QueueDescriptors
* Updated Workloads to take tensors from WorkloadInfo rather than the
QueueDescriptors
* Removed unused RedirectMembersToConstantInputs optimization and tests.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I9ffcdc4a1c0dff725539dd69fc435b700bd98a56
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This tool forces explicit includes of all dependencies and
highlights unused dependencies.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I92e449245246452a0227cbd13f9c082e2088bf8c
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* Added TOSA Conv2d and Constant mappings.
* Added unique naming to mappings based on previous and following
layers, so they are connected correctly.
* Updated existing mappings with new naming convention.
* Added all mappings to one main block in OptimizeSubgraphView.
* Removed isMain from mapping functions.
* Added Conv2d EndToEnd test.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I27c3e238407c32379ce25a1f01dad11523ef5d2b
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* Some pemutation vectors were not converted correctly.
* Add Transpose end to end test.
* Comments added with an example to clarify the differences betweeen
Transpose and Permute
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I6c0954ca6ce00ef5f2a6f3625abe6f4fd27b5cdf
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different to 0
!android-nn-driver:8727
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I4336007ad5a8552f7893ce6253f93cf9d1f5474f
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* Float values which cannot fit in Half are converted as inf/-inf
* Add an InvalidArgumentException for infinity displaying the
value and data type
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: Iaa5671374364c531e29e37fdfe40732b4fdbcfcb
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one works fine
* Each CLBackend created its own ClContextControlWrapper which invalidated
the OpenCL context's from all CLBackends that were created before that one.
* Now CLBackends will keep a shared_ptr to a ClContextControlWrapper which
more closely matches the functionality within ACL.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I0744c2cb6a2f0d6b0c5fa54d786f88cf97775559
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- Remove Bf16ToFp32 Conversion Layer
- Remove Fp32ToBf16 Conversion Layer
- Remove B16 Conversion tests
* Throw exception if m_ReduceFp32ToBf16 optimzer option is set to true
* Provide comments to enable fast math in order to use bf16
* Update docs to inform users to enable fast math for bf16
Execute Network Changes
* Require bf16_turbo_mode to also have fast_math_enabled set to true
- Remove setting m_ReduceFp32ToBf16 optimizer option
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: Ibaa6da9d29c96a1ce32ff5196b0847fde9f04a1c
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Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I73a47e513fe2d064ef233b121a68ef2edf0396dc
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Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I17823fb8b6bbabc4da327187167ce9582ee29b32
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