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Change-Id: I18b8ca22896567904768170350ee5eb22edd4a22
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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Profiling code
Change-Id: Id46a9a0576091df21b2af5b472f1ca5c6335e8a3
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Ie99fe9786eb5e30585f437d0c6362c73688148db
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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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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I82f3bd99b3c1d4d8a013b1e987a533a8071fbeea
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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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* Remove deprecated INetwork::AddFullyconnectedLayer() taking weights
as argument as they are now taken as separate input layers.
* Updated test that was using the deprecated function.
* Remove calls in pyarmnn
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: Ibc52ac7fa57afd9033eb226bbc24a09e88a7d361
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Change-Id: I30a46f3368bbbf33019eac4fa1245f6ff69deacd
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Although the Neon and Ref backends can use each other's TensorHandles,
their TensorHandleFactories can't use each other's MemoryManagers.
Incorrectly passing the NeonMemoryManager to the RefTensorHandleFactory
in unit test utility code resulted in an incorrect static_pointer_cast
and a warning from the Undefined Behaviour Sanitizer.
This change fixes the test code, and replaces use of static_pointer_cast
with armnn::PolymorphicPointerDowncast which will check that the cast is
legal in debug builds.
Also, remove MockWorkloadFactoryHelper.hpp as it is unused.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I2b425e86fccacd7cc5ff186521fc6e53e7e50c77
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* Move MemCopyTestImpl.hpp from src/backends/aclCommon/test/ to
include/armnnTestutils.
* Refactor MemCopyTests in aclCommon, cl and Neon.
* Introduce RefMemCopyTests to exercise this utility in x86 builds.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I8824f013d3656658ed0a2904bb79384e3af68641
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* Replace memory area with vals in tensor creation
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: Id92173a515e643d14bd9e24eac1cb834ae55bd1e
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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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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I01f42a520d15c6dabd2f77c7715c91b8f7026476
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* Create a MockBackend in armnnTestUtils.
* Create corresponding WorkloadFactory, TensorHandle, TensorHandleFactory
MemoryManager and WorkloadFactoryHelper classes.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I884731b109bc623a7272e5ad333ff754f8c13ae1
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Change-Id: Id55a460ecb510f5b30235b03f54390f2c8188fc2
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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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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* Enabled using same instance of SimpleLogger
* Removed some trailing new lines on some log messages
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I4b917c0ca5011afc9b39dad50715290ba15a1246
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The ScopedRecord class sends its message to its sinks in its destructor.
The StartNewRecord() method was creating a local ScopedRecord variable,
returning a (move-initialised) copy of this, and then destroying this
local variable (as the variable goes out of scope at the end of the
function). That destruction was causing an empty log message to be sent
to the sinks, which was not intended.
This patch fixes this by making the move constructor of ScopedRecord
disable the moved-from object, so that it does not send its message
upon destruction.
Change-Id: I435d96074698575ed3445fed2597c115b83701fd
Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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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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m_Layers
* Added IInputSlot, IOutputSlot and IConnectableLayer to SubgraphView
* Deprecated old member functions
* Removed deprecated calls in ArmNN
* Added GetOwningIConnectableLayer function to IOutputSlot
* Updates ArmNN Core Major version for IOutputSlot ABI break
* Updated Minor version of TfliteParser, OnnxParser and Delegate
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I2a8611bfabf5ae09d3602fe6a4bef166e18117b9
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rather than reference.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I4057d2d6055220bb0d415a934ac09688b699b77c
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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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Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I9114288e705936b12129b01bfd482bbe1260f80b
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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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* Add new method AddPrecompiledLayer() to INetwork
with Comments noting it is for backend users.
* Added unit test to SubgraphViewTests.cpp.
* Bug fix and code refactor in Graph.cpp specifically around
Graph::SubstituteSubgraph(SubgraphView& subgraph,
IConnectableLayer* substituteLayer)
Change-Id: If2d816e5109e48ce920bf92d8823b39130c23a16
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
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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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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ie593a5c3882ab8fc7d1d0a4ade30dc69973e6d32
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* Adds ExecuteNetwork when building the delegate only
* Adds timings to delegate subgraph creation
* Adds executions times
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ieff2f67ea8dbb6c2a708f8810e84a20485b7a631
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Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I1947924504c1308442b816cff513b2080ed3cc0d
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elements.
* Added out of bounds index error checking to PermutationVector operator[] method
in Types.hpp.
* Added armnn unit tests to UnitsTests.cpp to check error when using
PermutationVector alone and with TransposeDescriptor and PermuteDescriptor.
* Added pyarmnn unit test to check error when using PermutationVector.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Ie5a8090f07b571a6bdf79a8cad621c31cc1891b7
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* Moved CompatibleTypes.hpp to include folder
* Added implementation file to source CompatibleTypes.cpp
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I94d2bffdb82a0592943f497d4f57972151d9f2db
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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 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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This reverts commit 2d9956162dd002a41f7fb4fa6753195d33524c7f.
Reason for revert: After some discussion, this does technically implement Float16 support for ExecuteNetwork, but not in a way which matches most use cases and is likely to cause issues in the future. Reverting for now.
Change-Id: I4ce6de6879216e694631f5dc68e46fb793fae0a9
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* Moves the creation of a DelegateOption object from
armnn_external_delegate to DelegateOptions.
* This allows this code to be reused elsewhere
* Allow boolean values of DelegateOptions to be passed as
strings e.g. 'true' or 'false'
* Add unit tests
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I0ada17f511027dd3f47a85142cae346464682f5a
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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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