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* Support Float16 as input to Dequantize layer
* Add Optimization to substitute Const+Dequantize layers with Const layer
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I58bb7e3871ca480c7b6fca93c4efb2de84e09e64
Signed-off-by: David <david.monahan@arm.com>
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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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* Update Front-end and Tools.
* Updated Serializer, Deserializer and unit tests to reflect this.
* Updated TfLiteDelegate, TfLiteParser and OnnxParser.
* Updated Ref.
* Fixed resulting Neon / CL tests
* Unified optimizers for conv2d ops
* Optimizer Fix - Fp32ToBf16
* Partial implementation for ACL backends to fix VTS failures
!android-nn-driver:7477
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I5fb18877f7ee32643e15a9818945356274bb401b
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* IVGCVSW-6940 ConstTensorsAsInput: DepthwiseConvolution2d - Complete Neon and Cl Bug Fix
* Bug fix to enable Cl and Neon Backend Compatibility ConstantTensorsAsInputs
* Updated Cl and Neon FullyConnected workloads to handle constant
weights and bias as inputs rather than reading from member variables.
* Prevent non const weights and biases passing CL and NEON validate
for Depthwise Convolution.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I0f505ff5998a183152f843d0f6cc74327ba920e7
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* Added backend specific optimization & test for CpuAcc and GpuAcc: PermuteDepthwiseConv2dWeights
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I600476b2e9c557a39818a574c1091c9d650b21b1
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* Add Unit Tests
* Bug Fix: add Sqrt to Neon and Cl workload factories
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I0db1d813a4e7d15431e87e825e6d14e61f5ffb7d
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!android-nn-driver:7418
* Update Front-end and Tools.
* Updated Serializer, Deserializer and unit tests to reflect this.
* Updated TfLiteDelegate, TfLiteParser and OnnxParser.
* Change NNDriver to new API.
* Updated Ref.
* Neon and Cl backend partially completed (Backend.cpp files).
* Added dynamic or constant input EndToEnd tests.
* Added ConstantTensorAsInputMemeberVariableRedirect Optimization.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Ib18b6c10a093042e165e25237dc04a4c67ba82da
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This reverts commit 38b72e8de898d84a1481e242803da61009719891.
* It is not longer needed as this functionality is cover with the commit:
IVGCVSW-6938 Do not add Floor when FloorDiv is int32 in Tfliteparser
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iac757cf9b47d2516804dca2efb347cfbd3282f14
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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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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I6f7cddb2d23c67ae682132d18f98776c074dcb3b
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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: Ice69c2a22f589f68d302f80500dfe4e514a796d2
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Add IsSupported for Pooling3d
* Add CreateWorkload case for Pooling3d
* Create new ClPooling3dWorkload header and source files
* Add Pooling3d workload to ClWorkloads.hpp
* Add tests for Pooling3d workload
* Add Pooling3d build function to ArmComputeTensorUtils
Change-Id: Ia270b0fe809a171ed73af14376de8708b346d500
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
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Change-Id: Icc2f83c5f27f413758fee3e5c1445e9fc44f42c8
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I2368aade38ad3808fab55d8a86cd659d4e95d91e
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: Ib14fdcca15f40fedc0f992b0fd882458dc58c9ba
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I18b8ca22896567904768170350ee5eb22edd4a22
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I9c3af46ca02c5685e06657b8af0e4658d71891d4
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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Change-Id: I87ce3a1306eced9fc347cc383d9c7bc8994f0b0c
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Ib399a5eee9e52882800ec3e02e4173424a7c19b1
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fp32/fp16 to Neon""
This reverts commit f87b90e4dbb906436cf205a2a19e199bfe9224ed.
Reason for revert: 22.02 release.
Change-Id: I1ca5a79a8957908f655a6c4e79eefa24c5aec645
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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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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Id9decafcebb6dbcac3a03516281524f22419cbfb
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to Neon"
This reverts commit b0baff73b1574a198e57d46fcd704cedc43cea16.
Reason for revert: cannot update ACL pin until 22.02 release.
Change-Id: I049a125ba3b6a9b1cd6514ef9dd14d807773ed00
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!ComputeLibrary:7150
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I3de48ffc8d08c95a22705e2b68d069791bddae73
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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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Change-Id: I30a46f3368bbbf33019eac4fa1245f6ff69deacd
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Signed-off-by: David Monahan <David.Monahan@arm.com>
Change-Id: Ic1272f1f6bb218e44cb0a0c58186641e8c4a5212
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Use of pointers which do not meet the alignment requirements of the underlying
type have undefined behaviour in C++.
This change replaces direct use of the pointers, with use of memcpy
to copy between aligned buffers and misaligned buffers.
Fixes errors found by -fsanitize=undefined
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: Ia37a6b5aae2803d1d0e160d1646f711bfe647a60
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* Remove LayerSupport.hpp which was replaced with ILayerSupport interface
and the BackendHelper.hpp GetILayerSupportByBackendId() function
* Fix bug in backend helper where value of Optional was passed even if
Optional had no value.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I03f1f693abe927a14c1942ef7e21edccc8357b35
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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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Signed-off-by: David Monahan <David.Monahan@arm.com>
Change-Id: I2cda579d18be765fbc2783d9fd80ff8e5372a8a8
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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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* 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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* 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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Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I05afc37f8bb9971cbf5cefc630322315d724de29
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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: I4d3ff2e673ea2b9ef1ec89eb82ff342d6bbd537d
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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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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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Enforce serialized access to TimelineDecoder::m_Model by removing public
access funtion and replacing with an 'Apply' method taking a lambda and
uses a std::lock.
Use the new lambda when invoking callbacks.
Change-Id: I6ea2fbca990736f3be63e80897f175421f19f0c1
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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rather than reference.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I4057d2d6055220bb0d415a934ac09688b699b77c
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to TensorHandleFactoryRegistry
* Add RegisterCopyAndImportFactoryPair
* Add GetMatchingImportFactoryId
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I91e71bdeadec8fedbce7088016c06a47a03bdbaa
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In ConnectionAcknowledgedCommandHandler use std::atomic to manage access to 'enabled' flag.
In StridedSliceAsyncEndToEndTest use separate output buffers for each inference.
Neither of these fixes were likely to be causing real bugs in practice but it's helpful
for Thread Sanitizer to run cleanly so that they don't hide other real bugs.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I2fcc19bd0afcea3494d9081226754b906bd2bd44
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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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