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* Created EndToEnd tests with Misaligned buffers but import is forced
* Added the Aligned Tests from a previous patch to avoid merge conflicts
* Previous Aligned EndToEnd test for ref has been added to backendsCommon and is now used for neon as well
* Added to Ref, Neon, and Gpu Backends
* Neon tests only check for copies as reconfigure has not been implemented for the Neon backend yet
Signed-off-by: David Monahan <David.Monahan@arm.com>
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I12ddf5780201044834d6d1bbeebce60a4614efd1
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* Add AllocatedData functions to OutputHandler
* Enable import aligned memory in ImportInputs
* Enable import aligned memory in ImportOutputs
* Allow to import input and output if the memory is aligned
* Implement Reconfigure function on ClConvolution2dWorkload
* End-to-end test on Ref and Cl to ensure that input and output memory
are imported when aligned
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I9e5e4c26d1ac2f1d806803ade5f64c6479c51718
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I9d695418fe240b7115a1c624abcd459f1459301b
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* This is to allow EthosN more time to adjust to new API.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I7da32a7317827dfa619c74fc8801447e7172e7c8
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It seems the compiler was interpreting 'DataType' as the template argument
rather than the type name. By fully qualifying the type name, it avoids
this ambiguity.
Change-Id: Iab00b0a22390417a5a6b22c829a171152f2da495
Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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* New Virtual Function Added.
* Implemented in Ref Neon CL with switch statement for all layers.
* Deprecate original IsXXXLayerSupported functions.
* Ensure Npu not broken with change.
Change-Id: Icf61b16beec83d6af1cb287e24ab1e98a6138c8c
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I9f80b9f45206db920568e28e363fcb60f5c0819a
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* Added constant input supports for Pack/Stack, Concatenation operators
* Added Int32 support to Pack/Stack operator on CpuRef
* Removed unsupported operator from TfLite Delegate
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I64203e174300d23eedeb22bddefe07e931c4eff3
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ia941be9bf2c15fe56e49a9b9a2bbe943a8152438
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Icaa3aa7ef3e5cc3984941d095edfe8f0b2137879
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* Disable the following test cases:
LargeTensorsAveragePooling3d
LargeTensorsAveragePooling3dUint8
LargeTensorsAveragePooling3dInt16
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I908ce880b4d55598e913fc6b186f2bd2e796c613
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Move the following header files from backendsCommon to armnn/backends.
* MemCopyWorkload.hpp
* TensorHandle.hpp
* Workload.hpp
* WorkloadData.hpp
* WorkloadFactory.hpp
Replace them with forwarding headers and a pragma deprecation message.
Resolve the deprecation messages in Arm NN code.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I47f116b30f86e478c9057795bc518c391a8ae514
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* Created include/armnnTestUtils directory
* Moved Arm NN test utils files into armnnTestUtils directory
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I03ac54c645c41c52650c4c03b6a58fb1481fef5d
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Subtask of story: IVGCVSW-6164 Add a Pooling3d FrontEnd and Ref Implementation
* Add front end
* Add reference workload
* Add corresponding unit tests
Change-Id: Icce4146dd0a06a1da46a2def00a82d343e171750
Signed-off-by: Tamas Nyiri <tamas.nyiri@arm.com>
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!android-nn-driver:6532
!armnn-internal-tests:372451
* Made fix to 2 out of 3 ConstTensor() constructors in Tensor.hpp to
throw InvalidArgumentException when TensorInfo isConstant parameter
is false.
* Added new ConstTensor() constructor in Tensor.cpp to accept vector<>.data()
using template<typename MemoryType>.
* Fixed runtime->GetOutputTensorInfo()/GetInputTensorInfo() methods and
called submethods to return TensorInfo& rather than TensorInfo.
* Fixed all failing unit tests for CpuRef/CpuAcc/GpuAcc to ensure any
ConstTensor created has it's TensorInfo isConstant set to true.
* Added unit tests in TensorTest.cpp to ensure ConstTensor constructors
throw InvalidArgumentException when TensorInfo isConstat parameter is
false.
* Added unit test to ensure an empty ConstTensor constructor will set
TensorInfo isConatant to true.
* Indentation fixes.
* Fix to arm_tensor.i to add isConstant parameter to TensorInfo
constructor. Added methods IsConstant() and SetConstant().
* Fix to const_tensor.py to throw ValueError when TensorInfo
isConstant is set to false when constructing a ConstTensor.
* Fixed PyArmnn unit tests to set TensorInfo isConstant to
True when ConstTensor is used.
* Added unit tests in test_const_tensor.py to ensure ConstTensor
constructors throw ValueError when TensorInfo isConstat parameter
is false.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I44e440dd0422c366d31bbdbc77ad2b4db0bde148
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* enable external memory management for neon and ref backends
* change m_TensorMemoryVector to hold shared pointers
* change input layer backend Id to match backend id of connected layer
Signed-off-by: Finn Williams <finn.williams@arm.com>
Change-Id: I2216a724028312eb101b290df3f224177826b1a0
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* Added PaddingMode enum to PaddingDescriptor to enable Symmetric and
Reflect padding.
* Added Symmetric and Reflect Ref implementation.
* Added Serializer & Deserializer support.
* Added unit tests.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I4bed907b31742b32ccefe5e8ca39a6f1e5bd9dee
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* Constant weights and biases are now stored as Constant layers.
* Updated Serializer, Deserializer and unit tests to reflect this.
* Updated TfLiteParser.
* Updated Ref backend to handle constant weights and
bias as inputs rather than reading from member variables.
* Added Conv3d EndToEnd test.
* Added NCDHW DataLayout and unit tests.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I10cdd354ca5f1c748730f92ffdb36bf810f83c8e
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backends
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: If2879e8a82692285e7fa3f4d09abd608ca28de12
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* Created method in Graph.cpp/hpp ConstructErrorMessageForUnconnectedInputs() to
verify weights and bias are set for FullyConnected layers.
* Above method called in Graph.cpp InferTensorInfos() to print a more descriptive
message when the weights or bias for a FullyConnectedLayer is not set.
* Added try-catch in TestUtils.cpp Connect() to ensure input slot is available
when connecting two layers. This ensures we catch the case where bias is
is not enabled and we try and set a bias layer.
* Added unit tests to check for LayerValidationError when weights or
bias is not set on a FullyConnectedLayer.
* Added unit test to check for LayerValidationError when bias is not
enabled and we try and connect bias to FullyConnected Layer.
* Seperated FullyConnected EndToEnd unit test method into two methods.
First, performs tests on EndToEnd examples asserting output value.
Second, performs tests on error catching.
* Added comments to created methods.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I5207d8c5ebacfff598556742ccd4f53eef7dee0c
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* Add ClearImportedInputs/Outputs function to IRuntime
* Add UnImport function to ITensorHandle
* Remove mutex from IWorkingMemHandle
Change-Id: I34c9b6e1618755e10f3b4597afa1d9a9ea97e5fe
Signed-off-by: Finn Williams <finwil01@e127804.cambridge.arm.com>
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isn't set
* Updated code in Graph.cpp InferTensorInfos() to be more descriptive.
* Added method VerifyConstantLayerSetTensorInfo() in Graph.cpp/hpp
to error when ConstantLayer TensorInfo is not set.
* Updated Optimize() in Network.cpp to call VerifyConstantLayerSetTensorInfo().
* Added unit test with ConstantLayer TensorInfo not
set to catch error in VerifyConstantLayerSetTensorInfo().
* Added comments around method VerifyConstantLayerSetTensorInfo().
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I366596243f7c5823676222e2d0cce1335bc8c325
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in BackendRegistry'
* Updated IRuntime interface for providing custom memory optimizer strategy.
* Enabled selecting existing memory optimizer strategy by using BackendOptions
* Added MemoryOptimizerStrategyLibrary that sets one of the existing memory optimizer
strategies selected by user
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I037f8ac8efa79c0f71bd63e379101e3ad92d80c9
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* Removes deprecated AddLayer, IsLayerSupported functions
* Marks the whole LayerVisitor class as deprecated not just the
constructor. This required to wrap all Accept functions in a
no deprecate macro because the LayerVisitor is used as a parameter in
there
* Removes usage of deprecated LayerVisitor and replaces it
with ExecuteStrategy. This required a few structural changes
in the unit tests
* Adds a default implementation for IStrategy called StrategyBase
* Changes pyarmnn to use non deprecated constructor for
INetworkProperties and adds related unit test
* Marks usage of deprecated code in pyarmnn as deprecated. This
required to extend INetworkProperties to allow backwards compatibility
* Removes deprecated functions from CpuAcc, GpuAcc and Ref backends
Note: This patch breaks compatibility with backends that are not
updated in this patch
!android-nn-driver:6325
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Id13b6f37a74d26eadeda2da1dc92915e725ed5a5
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* Added front-end
* Added Reference workload
* Added Serializer & Deserializer support
* Added unit tests
* Added NDHWC DataLayout
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Iec4d39e7433b5334d52fa44cf8efc6bcd39319d8
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Icf69b4c707014c5ae76425ad326bd2826381f305
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I43d052d020f90c13688901929cd22c715471ef4f
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* Add front end
* Add reference workload
* Add unit tests
* Add Serializer and Deserializer
* Update ArmNN Versioning
Signed-off-by: Simon Obute <simon.obute@arm.com>
Change-Id: I9ac1f953af3974382eac8e8d62d794d2344e8f47
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* Added ExternallyManagedMemory capability, set false for backends
* Added MultiAxisPacking capability, set false for backends
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I96a2b66ed069a82552dae33f6e8ebe067bbd6c44
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* Tflite parser
* Tflite delegate
* Serializer
* Deserializer
* Ref, CpuAcc and GpuAcc workloads
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I601a9ee1680b372c7955d9a628857d08c3cfd377
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to Ref backend and armnn delegate
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I203d0029c12221228ffe229acda3c90594394e9b
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* Update acl and ref backend capabilities
* Add check for AsyncExecution capability in LoadedNetwork
* Add new exception for capabilities
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I2f053c845a64f336e96d452793639c6e0d3eaa89
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* Add implementation of IsUnidirectionalSequenceLstmSupported to RefLayerSupport
* Add RefUnidirectionalSequenceLstmWorkload
* Refactor Lstm to be able to use for Lstm and SequenceLstm
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ibc066d213213a11b955dfefbe518de643298ba0c
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* Add switch for network details during profiling
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I8bd49fd58f0e0255598106e9ab36806ee78391d6
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* Constant weights and biases are now stored as Constant layers.
* Updated Serializer, Deserializer and unit tests to reflect this.
* Updated TfLiteDelegate, TfLiteParser and OnnxParser.
* Updated Schema with IsConstant and ConstantTensorsAsInputs.
* Updated Ref backend to handle constant weights and
bias as inputs rather than reading from member variables.
* Added dynamic or constant input EndToEnd tests.
!android-nn-driver:5959
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ibf3cf437df1100e4b322b0d303c575c6339f9696
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* Add GUID as field to layer details and profiling events
* Add Optional GUID param to existing tests
* Improve Details macro to be inline function
* Fix some formatting
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I66f192a90a7642b3ee8e7dda0d3f428cce002581
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* Add new ProfilingDetails class to construct operator details string
* Add new macro which helps append layer details to ostream
* Add ProfilingEnabled to NetworkProperties so that profiling can be
realised when loading the network
* Add further optional info to WorkloadInfo specific to convolutions
* Generalise some JsonPrinter functions into JsonUtils for reusability
* Remove explicit enabling of profiling within InferenceModel as it is
done when loading network
* Add ProfilingDetails macros to ConvolutionWorkloads for validation
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Ie84bc7dc667e72e6bcb635544f9ead7af1765690
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Change-Id: I03ef0571b24ad2bddfabf3bc5b11b614e7d7c8b4
Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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As the bias decoder is optional, pass it as a pointer to the FullyConnected
function instead of by reference.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I0bd2e601015e7fa1ae21b50f6c3dd7eac4176554
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* Fix type of literals
* Add explicit casts
* #include missing headers
* Replace use of non-standard u_int8_t
* Remove name of unused variables
* Fix DLL export macro - this was broken when some of the exporting headers
were moved to a different library.
Change-Id: Ie569c8df41a077b46c608798f39526352e2aeb3a
Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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* Updated unit tests to use doctest.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I5231225cd0830f16cc0ef20e9ef27e7b92feab19
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* Add front end
* Add reference workload
* Serialization/Deserialization
* Add unit tests
* Update ArmNN Versioning
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I6fcb1fa341d6f08dea4003b13544e6e9f53fefd3
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* Ref workload
* Cl workload
* Neon workload
* Serializer
* Deserializer
* Remove boost include from TensorTest.cpp
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I498548169cc77609c55cf3105f1de5a7429772cf
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* This change is necessary because tflite uses a [1,H,W,I*M] format
and uses the I*M dimension for per axis quantization. Our previous
layout [M,I,H,W] can't handle the correlating quantization scales.
* Updates Onnx-, TfLiteParser and TfliteDelegate
* Updates the CpuRef, CpuAcc and GpuAcc backends
* Adjusts unit tests
* Adds test to ensure models with old layout can still be read and
executed
* Adds conversion function to previous layout [1,H,W,I*M] --> [M,I,H,W]
which can be used by backend developers
!android-nn-driver:5553
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ifef23368b8c3702cf315a5838d214f7dc13c0152
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* Used doctest in ArmNN unit tests
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ia9cf5fc72775878885c5f864abf2c56b3a935f1a
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I05fc331a8e91bdcb6b8a2f32cfb555060fc5d797
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ie05412091c25dc67f9d5d842aa1b63350fba9ee7
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* Replaced all instances of boost::multi_array with flat vectors.
* Updated LayerTestResult struct with new member variables.
* Updated CompareTensor function to compare flat vectors and the shape.
* Removed MakeTensor function from TensorHelpers.hpp.
* Removed GetTensorShapeAsArray function from LayerTestResult.hpp.
* Removed boost::array usage.
* Removed boost::extents usages.
* Removed boost::random usages.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Iccde9d6640b534940292ff048fb80c00b38c4743
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profiling common
!android-nn-driver:5691
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ib71af0831e324ac6bd27b1a36f4a6ec1a703b14a
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* Remove concurrent flag from ExecuteNetwork as it is possible
to deduce if SimultaneousIterations > 1
* Add void RunAsync()
* Refactor some unit tests
Change-Id: I7021d4821b0e460470908294cbd9462850e8b361
Signed-off-by: Keith Davis <keith.davis@arm.com>
Signed-off-by: Kevin May <kevin.may@arm.com>
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