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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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* Extended deprecation time of SubgraphView interface to 23.08
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Ic0a729ea31402f0b39724da47212ae5cc04465c4
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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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* Add functionality to print output tensors to file in tempdir
* UnitTests
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Idfb4c186544187db1fecdfca11c662540f645439
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Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Change-Id: I3573078206272c3a72a2b3acf8781ab458ea6c90
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* Add a breakdown of the runtime options to the documentation.
* Exclude test classes from Doxygen generation.
* Limit the file extension selection for Doxygen generation.
* Add the support library to be generated.
* Fix some broken markups.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I81896f2d7fff503a1d51d6d4ac3876aa8b84118e
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* Added files based on RefBackend
* Added PreCompiled Workload skeleton
* Increment ABI version of armnnTestUtils for CreateInput which had
been left as pure virtual, added base implementation for it.
* Add IsTosaLayerSupported() for Addition
Change-Id: I4c963adf3f50593d17ecdf21554502a64ad3bd76
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overridden
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: If594e291951a5f9ed1957a19a971c498f6e7843f
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* AddConv and AddDWConv with weights and bias
* ResizeBilinearDescriptor
* b,blacklist option in accuracy tool
!android-nn-driver:8172
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ibbc04fd18be7f938b11590bf67cd7af103cb4d99
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Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Change-Id: I3a3aab7b5042349cb2df8517678306665e037610
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* Descriptors added for BatchMatMul
* Layer definition added
* Input validation added (will likely change when opt. param support comes in)
* Ref workload implementation for BatchMatMul added (will also change with opt. param support)
* Ref layer tests made for BatchMatMul
* CMake and other build files updated
Signed-off-by: Samuel Yap <samuel.yap@arm.com>
Change-Id: Ic885301da543ee0fbe7922b85e7f9658c4efc617
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* ExecutionData holds a void* which can be assigned to data required
for execution in a backend. WorkingMemDescriptors are used in the Ref
backend which hold TensorHandles for inputs and outputs.
* Updated ExecuteAsync functions to take ExecutionData.
* Added CreateExecutionData and UpdateExectutionData to IBackendInternal.
* Streamlined experimental IWorkingMemHandle API by removing map related
function and unused m_workingMemDescriptorMap from WorkingMemHandle.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I54b0aab12872011743a141eb42dae200227769af
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Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I8c59f1feb9c44351427715b08d762b5a73320af5
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* Add virtual GetSlotIndex to IInputSlot
* Fix logic in GetWorkingCopy to use index of slots; so as not
to add slots to cloned subgraphView if not in original subgraphView
* Add test to cover cases when not all inputSlots to subgraphView layer
are part of the original subgraphView
* Mark SubgraphView::GetWorkingCopy() as const
Change-Id: I1d540f84c57f97f6c834ec06ca13393ffa55d379
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I9ccaefbe28ea572e9e2b4a2168574804667f7460
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dimensions
* Added allow-expanded-dims to TFLite parser and ArmNN delegate
* If true ArmNN will disregard dimensions with a size of 1 when
validating tensor shapes. Tensor sizes must still match.
* This allows us to support models where tensors have expanded
dimensions (i.e. extra dimensions with a size of 1).
* Fixed bug in Network where it assumed that only the first option
could be ShapeInferenceMethod.
* Fixed bug where m_ShapeInferenceMethod was lost when copying or
moving Graphs.
* Changed Delegate to pass "infer-output-shape", "allow-expanded-dims"
and other BackendOptions through to the Network during construction.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Ibe7c5ae6597796fc9164cb07bd372bd7f8f8cacf
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* Resolves: IVGCVSW-6952
Signed-off-by: Finn Williams <finn.williams@arm.com>
Change-Id: Ic85bd5267cf94e0ee8461ff4e62b9db3cb80877a
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* Corrected TensorInfo order for IsUnidirectionalSequenceLstmSupported
* outputStateOut TensorInfo is not optional.
* cellStateOut TensorInfo is not optional.
* TensorInfo Order matches other QLSTM/LSTM layers.
* Added missing parameters to UnidirectionalSequenceLstmOperator for
delegate.
* Added quantized UnidirectionalSequenceLstm support to Neon
!android-nn-driver:7457
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I26dde1bb96793dd25eb9081ca5ae5f63752288c4
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* Add front end
* Add reference workload
* Add unit tests
* Add EndToEnd test
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I4cebd17b18476df86162e2dda3366c10e80bd2f8
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Change-Id: Icc2f83c5f27f413758fee3e5c1445e9fc44f42c8
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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!android-nn-driver:7337
Change-Id: Ide401623829cc99fb9b51e9bbce3482ce706a8dd
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I048c538d4f8c21770aec2b2751c934d9fa15a4dc
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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IBackendProfilingContext
Change-Id: I9ea1da47198a2d60d1a2b81905083d1dfe6b90d5
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I00521756c8a19d10bfdc98c6ef4204c7f84901c6
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Updated ABI version to 29 due to being the first ABI break in 22.05
!android-nn-driver:7226
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I9c50007dcd5b5e792757e7bd1213606df5ffec36
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* Find and replace all workloads associated with imported IO
* Only attempt tensorhandle replacement if supported by all workloads
* Add new RefBaseWorkload to enable forced input for ref backend
* Store imported tensorhandles in preImportedTensorhandles instead of outputHandles
* Create pre-imported tensorhandles at network load-time
* Front load import workload validation to load network time
* Only call ReplaceTensorHandle when needed
Change-Id: I3816a71b7f57ae90388bb16462a75d4ef3544fa7
Signed-off-by: Finn Williams <finn.williams@arm.com>
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* Add AfterEnqueueWorkload to IBackendContext
* Implement AfterEnqueueWorkload in ClBackendContext to call Cl sync
* Set allocated data on outputhandler only once
* Handle PreImportedHandles and CurImportedId the same way as Async
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I9f59d57e298d4a494569faec3078d66af799f77b
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* Add pointer to SubgraphView allowing it to store a working copy
implementation of its own representation of graph.
* Make SubgraphView a friend of Graph to allow access to layers.
* Add constructor to SubgraphView taking SubgraphViewWorkingCopyPtr
* Rewrite Graph::SubstituteSubgraph for use on SubgraphView
* Add GetWorkingCopy() method
* Add tests for replacement of multiplication with DepthwiseConv2d
* Check GetBackendHint() has value before passing to PrecompiledLayer
* Add GetOwningIConnectableLayer to IInputSlot to allow traversing from
IConnectableLayer->IOutputSlot->IInputSlot->IConnectableLayer
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: Iaaef14448d8b73867eaee9d69f4f98d5d1bf171c
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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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* This saves new backend implementing old and new pure virtual functions
only to have to remove their implementations of our old api when we
remove in 22.08.
* Make deprecation warnings more descriptive.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I36c34c3c85f1c359e0b6974866e70edf0bbb4227
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* Make subgraphview a public interface for backends.
Change-Id: I615a29ffec41e947215c3d29c2d7d214e327fb90
Signed-off-by: Francis Murtagh <francis.murtagh@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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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: If32049f6c101871eb7c94d8e9d9a4688f45ace5a
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layers
* Deprecate the GetGraph() function in OptimizationViews & remove/fix
occurances where OptimizationViews.GetGraph() is called.
* OptimizationViews has member INetworkPtr.
* OptimizationViews has GetINetwork() method.
* Unit test added to OptimizationViewsTests.cpp.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Ifc1e53f1c34d786502279631942f0472f401038e
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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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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ie593a5c3882ab8fc7d1d0a4ade30dc69973e6d32
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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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* 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 implementation of ClBackendDefaultAllocator
* Added back in some pure virtual functions that were mistakenly removed from the CustomMemoryAllocatorSample
* Added a new Gralloc MemorySource for memory which originates from the gpu
* Added unittests
Signed-off-by: David Monahan <David.Monahan@arm.com>
Change-Id: Id2abb33d82697df36426f5709756c616af3e8ed7
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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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backends
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: If2879e8a82692285e7fa3f4d09abd608ca28de12
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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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* 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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strategy'
* Added IMemoryOptimizerStrategy interface
* Added ConstLayerMemoryOptimizer strategy
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I6a92e659379e5cc39c375b669678eee8a8c08c20
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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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