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* Allows the user to specify float16 as a datatype
* Does not contain support for float16 on the TfLiteDelegate via
ExecuteNetwork
Signed-off-by: David Monahan <David.Monahan@arm.com>
Change-Id: Icba56feedab32662e2cf671cc46ada899cf40c6c
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* Fixed the mechanism in armnn_delegate.cpp which creates the runtime
options by moving it to DelegateOptions. BackendOptions are used in
the runtime options as well as in the optimizer options but need
to be processed separately.
* Added runtime options to DelegateOptions to make it easier to differ
between backend options of the runtime and the optimization
* Updated armnn_external_delegate to use runtime options
* Added explanations to OptimizerOptions
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I34235474147def261821e4576dd41a83ad492258
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* Move TContainer to armnnUtils library
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I3c0f895d11b66f6ee224ac689a19d0477f990b98
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* Get number of inputs and outputs from optimized network.
* Get number of cached files if backend supports caching.
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ie02ac123bb7df9b0593a2fe46b5bb564a5994780
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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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* Refactor the strategy library to be more generic
* Shorten the names of the current strategies
* Change validatorStrat to throw exceptions
Change-Id: I0d9c9ef609b2d8675e5788610d1accac6767c660
Signed-off-by: Finn Williams <finwil01@e127804.cambridge.arm.com>
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Added a single definition of TContainer to include/armnn/Utils.hpp
* Change all files which contained their own identical definitions of TContainer to use the new one
Signed-off-by: David Monahan <David.Monahan@arm.com>
Change-Id: I63e633693a430bbbd6a29001cafa19742ef8309a
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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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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ia7dbf0735619d406d6b4e34a71f14f20d92586e6
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* This is to enable later work to instrument the Optimizer.
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
Change-Id: I2cf1fe022e0d100d6d8705adfbb8cab3ffc96a86
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Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
Change-Id: Ifcdafc12ca09455af2389bf84e34b6b87bbb0b15
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Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: Ibfbc9088aa09d363d67010a695866e68cef823fc
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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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* Add validator wrapper
* Add validation logic:
Condition #1: All Memblocks have been assigned to a MemBin
Condition #2: No Memblock is assigned to multiple MemBins
Condition #3: No two Memblocks overlap in both the X and Y axis
Memblocks can overlap on the X axis for
SingleAxisPacking
Memblocks can overlap on the Y axis or
the X for MultiAxisPacking but not both
* Add test strategies and tests for overlap, duplicates
and unassigned blocks
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I7a779b35538ecf18a33b62b84512eba69eda1f86
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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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* 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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The operator= functions were raising a compiler error on MSVC.
The implementations of these functions also looked very suspicious as
they were not behaving as a normal operator= would - they did not modify
the 'this' object at all, and returned a copy rather than a reference.
This patch changes them to be more conventional, which required removing
the 'const' qualifier from m_fn in order to make the object assignable.
Change-Id: I1c8b526581ed8973e64f1cffc43b97ac88e07699
Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: Ifc5e6f2e36767cb2a5cbf281d40ec9989b581abc
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strategy'
* Added IMemoryOptimizerStrategy interface
* Added ConstLayerMemoryOptimizer strategy
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I6a92e659379e5cc39c375b669678eee8a8c08c20
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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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Signed-off-by: Pablo Tello <pablo.tello@arm.com>
Change-Id: I6c3aa179eeaefa298e5c3a08f4d35708661615f0
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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 functionality to only output network details in ExNet
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I0c45e67193f308ce7b86f1bb1a918a266fefba2e
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* Test code still using Visitor will be removed in a later patch.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I01253e1af53d264918dc39498f45b96edb16678b
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* Backend API is still unstable and we shouldn't
start to increment until we are ready, the change it was incremented
in originally was also a major break due to the addition of
a virtual method which would misalign the v-table.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I9c15bba29fe3b3258ae592e96889402f950b2a95
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compatibility
* Deprecate publicly visible API and forward to new function name
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I25fe8a303b50ecb478abd35ca034ad09bd737fe4
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* Added ConstantTensorAsInput note to AddFullyConnectedLayer description.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I1f901023b5e421ca14183dd735996c1fe5ddb3d9
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* Updated supported sources in ICustomAllocator
* Added MemorySource to the overridden MemoryRegion in ClBackend
* Added switch statements to handle mapping/unmapping of differing memory sources
* Added Import handler to map allocated DmaBuf memory
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I2125f6f6fe72363d87ead62e211fc45e4fa28b3f
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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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* Updates the runtime options with a CustomAllocatorMap which allows to define a CustomAllocator for specific backends
* Change IBackendInternal interface to use a shared pointer to a custom allocator
* Update ClBackend.hpp/cpp to use the CustomAllocator
* Adds an example application and unit test which uses a CustomAllocator for GpuAcc
* Refactor of the interface to use MemorySource instead of the user Mapping cl_mem directly
* Modify the BackendRegistry to also hold a registry of CustomAllocators
* BackendRegistry Deregister will also deregister any allocators associated with that backend id
* set_global_allocator within the BaseMemoryManager so that it always matches the currently used allocator
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I156d819686021865f4375e6cb7a5c5dec8fee9e8
Signed-off-by: David Monahan <david.monahan@arm.com>
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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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Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I3a3e5b017c307e374457b18712585dce210f8922
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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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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I57bcbdec3eb0155f41af0fe7d6abf9bac2ec86eb
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* Adds logic to the Runtime to activate protected mode
* Adds ProtectedContentAllocation backend capability to ClBackend
It's not fully activated yet because the CustomAllocator is
missing. Will print an error message and won't register the backend
but won't fail.
* Extends IBackendInternal with an UseCustomAllocator function.
* Adds related unit tests
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I64f465c5800eb104aa90db1bbf772a4148b5072f
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* Added ICustomAllocator.hpp to include/armnn/backends/
* Added the ability to specify an ICustomAllocator to the CreationOptions
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I820e468b691aa032c9bd2c1e1257dc9d02f981d9
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!android-nn-driver:5966
Change-Id: Ice0b4d2872bb0e09bfc0763034a206c3a8f24af4
Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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In the assertion part of PolymorphicDowncast (and PolymorphicPointerDowncast)
there was an unnecessary static_cast of the source pointer to the destination
type. This is unnecessary because the implicit conversion of the result pointer
back to the base type is sufficient to check for correctness of the downcast,
and potentially harmful because if the downcast is actually incorrect the
behaviour of static_cast is undefined (not actually known to be a problem
in any tested implementation).
Fixes warnings detected by ubsan.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I9126288cbb06564009f94e57f6ca4688fc3b53c4
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* Added IOptimizedNetwork constructor that takes another
IOptimizedNetwork and a ModelOptions.
* Changed PreCompiledLayer to use shared_ptr rather than unique_ptr
to store the PreCompiledObject (no interface changes).
* Added unit tests to ensure that PreCompiledLayer::Clone() clones
the pointer to the PreCompiledObject correctly.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I3ef56055e0d189ffce9e651882d34da16c70a240
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Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I7cb0a6a8856d8cd9949bec83c1ddce0a454fdf63
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!android-nn-driver:5802
* Extract the threadpool from LoadedNetwork/Runtime
* Refactor the threadpool to be handle multiple networks
* Trim IAsyncExecutionCallback and add an InferenceId to AsyncExecutionCallback
* Add AsyncCallbackManager class
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I36aa2ad29c16bc10ee0706adfeb6b27f60012afb
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I9a502ad1103b999038ae97b13eac2f918e80c618
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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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profiling/common
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I83de0fe9c83ec7e698817095ce5cfe3319c36ea6
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