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This reverts commit 52e90bf59ecbe90d33368d8fc1fd120f07658aaf.
Change-Id: I5a0d244593d8e760ee7ba0c9d38c02377e1bdc24
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
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* Added Deprecation notices for old ElementwiseBinary layers.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Iebbbaff38cc9c347b25eb2f9054c914a4f931c68
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!android-nn-driver:9329
* Added ElementwiseBinaryLayer that can represent all ElementwiseBinary
operations including Add, Div, Sub, Maximum, Mul and Minimum.
* Updated Delegate to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated Deserializer to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated OnnxParser to use ElementwiseBinaryLayer instead of the Add
layer.
* Updated TfLiteParser to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated CL and Neon tests to use ElementwiseBinaryLayer.
* Updated CL and Neon Backend Specific Optimizations to accept
ElementBinaryLayers as well as Add, Div, Mul, Sub, Maximum and Minimum
layers.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I7cbb96b60eb01f0e2b57b0541016d48a08b86c75
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* Updated headers that were missing a copyright notice.
* Reverted years that were incorrectly updated.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I65842f1e9b9fd5654563edd5090133cb3c89fecc
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* Added ElementwiseUnary support with a mapping for Rsqrt
* Added unittests
* Added Rsqrt EndtoEnd tests for all backends
* Changed TosaRefLayerSupport to default to false on unsupported layers
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I3eaa9c684647ead61520a563815581aa68bee51b
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* Call Reshape EndToEnd test from 3 backends
* Tidy up some naming of tests.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I5546af35e89d352d3f1529368518aecc0a4a534b
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This makes it possible to call Import on an Allocated() or memory-managed Tensor,
which is needed for the current implementation of OptimizerOptions::m_ExportEnabled
to work (as the last layer before the OutputLayer needs to be able to Import the
user's OutputTensor, but this is done after other memory allocation).
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I1a885c2da7b1f0f3964ae53b8135b5e96a66614f
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The import flags for a RefTensorHandle shouldn't be a data member,
as RefTensorHandle can only import from MemorySource::Malloc. Instead,
use m_ImportEnabled to determine what to return from GetImportFlags().
Simplifies the code in Import and CanBeImported.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: Ic629858920f7dd32f99ee27f150b81d8b67144cf
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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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* Added TOSA Conv2d and Constant mappings.
* Added unique naming to mappings based on previous and following
layers, so they are connected correctly.
* Updated existing mappings with new naming convention.
* Added all mappings to one main block in OptimizeSubgraphView.
* Removed isMain from mapping functions.
* Added Conv2d EndToEnd test.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I27c3e238407c32379ce25a1f01dad11523ef5d2b
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* Some pemutation vectors were not converted correctly.
* Add Transpose end to end test.
* Comments added with an example to clarify the differences betweeen
Transpose and Permute
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I6c0954ca6ce00ef5f2a6f3625abe6f4fd27b5cdf
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different to 0
!android-nn-driver:8727
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I4336007ad5a8552f7893ce6253f93cf9d1f5474f
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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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* Create Simple Addition EndtoEnd test
* Create EndToEndTest file in TosaRef/test directory
* Add AdditionEndToEnd test to CpuRef,CpuAcc,GpuAcc,TosaRef
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: Ic44e2b457c25dcb41bb3b17c05cce0e74bf17a80
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I6a541db9a602609282cc6f33af930ca141b83c41
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* Bug fix where files were being overwritten at each debug layer
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I609fdc82afcee925824efb02183c7dbc942fced0
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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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* 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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* Added transpose parameters to pre-transpose each input tensor's slices
* Added adjoint parameters to pre-adjoint each input tensor's slices
* Small refactoring (BatchMatMulDescriptor static helpers and BatchMatMulImpl constructor)
* Updated input validation and output shape inference for parameters
* Additional layer unit tests for parameters added
* Versionings incremented
Signed-off-by: Samuel Yap <samuel.yap@arm.com>
Change-Id: Ibe5242a8a5bf604c13de0dc65844fd6c421cc667
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Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Change-Id: I3a3aab7b5042349cb2df8517678306665e037610
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* Changed long variable declaration to int
Signed-off-by: Samuel Yap <samuel.yap@arm.com>
Change-Id: I2df6f8f6df8780e48e09f7e68c04626a8a8a207d
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* Originated from a GitHub issue: https://github.com/ARM-software/armnn/issues/667
* Initially, Arm NN supports the pool 2D operation because there is no padding
on the pool2d. Neon failure occurs when padding is followed by average pool 2D
due to folding optimization.
* Here we prevent the folding optimization from happening for the above special case
and add it in as a backend specific optimization.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Ia0fd90c3a6b4b9d29c81106f154617d2e893e26b
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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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Make some things private that don't need to be public in RefElementwiseWorkload.
Remove non-workload header files from RefWorkloads.hpp - the non-workload header
files are implementation detail of individual workloads, whereas RefWorloads.hpp
should only contain the workload definitions, needed for RefWorkloadFactory.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I4c28963a027162a6560e56cf84b6c0063283e48f
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* Resolves: IVGCVSW-6952
Signed-off-by: Finn Williams <finn.williams@arm.com>
Change-Id: Ic85bd5267cf94e0ee8461ff4e62b9db3cb80877a
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Remove use of std::unary_function and std::binary_function which were
deprecated in C+11.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I9e4624f570b475595c9e28bdf185ddcc2ddceb2f
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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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* Addressing unresolved comment.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Ia70999582670f2b521e9e2c891831618e476024f
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* Fixes Segmentation fault in RefDepthwiseConvolution2d workload
originated by IVGCVSW-6127 ConstTensorsAsInput DepthwiseConvolution2d
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I019377777ae384bcd193ecab7b8cdf8266e79f45
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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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* 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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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I47ab4264f2f5a2209b669da125395b386efa17df
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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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Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Ie99fe9786eb5e30585f437d0c6362c73688148db
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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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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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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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* Update how we are setting the m_InputWorkloadSlotPairs to properly identify inputs
Signed-off-by: David Monahan <David.Monahan@arm.com>
Change-Id: I6d36f6d2bfdd42ade22c34e215f0d18b02702207
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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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