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* Update all documentation for removing BOOST library dependency
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ie21ff096a11b7a623b1b9bb6f71eb63ea6e7b615
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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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* tflite shape_signatures will now be the preferred way to detect dynamic tensors
* add test utility to the parser that converts a model's tensors to dynamic
* by default tests will run a dynamic version of the model in addition to the original
* fix dynamic shape inference of unpack operator
* reactivate and fix quantize test
* add shape inference to expand dims
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: If11ba19d813cd3590707583dff1e4eb0e6412a1d
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!android-nn-driver:5966
Change-Id: Ice0b4d2872bb0e09bfc0763034a206c3a8f24af4
Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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Tests for TfLiteParser are not working
when the expected outputs have boolean type
Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com>
Change-Id: I16890f82e8e581f53e6e8464668c5adf3374bf2f
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E.g. Equal, NotEqual, Greater, GreaterOrEqual, Less and LessOrEqual
Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com>
Change-Id: Id56ef3cc19cc5c5daa19354010c9f25766e5fd00
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Refactor code around conditionally-compiled tests to avoid declaring
empty test suites, as this can cause unused function warnings to be
issued under certain combinations of compiler, warning level, and
doctest version.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: Ib501aef80475538a725b857d9c31d1d2f96b124d
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As the bias decoder is optional, pass it as a pointer to the FullyConnected
function instead of by reference.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I0bd2e601015e7fa1ae21b50f6c3dd7eac4176554
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Because the maximum value of an int32_t isn't exactly representable
by a 32-bit float, casting it to a float produces a greater value,
and then casting that back to an int32_t is undefined. (In tested
implementations the cast saturates, so accidentally the correct
result is returned).
Using double for the intermediate value instead gives a high
enough precision that this test case can be safely expressed.
Silences warning from Undefioned Behaviour Sanitiser.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I6fe3e89cb6ac695049c92f3b75aca0c14d0e14aa
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* Fix type of literals
* Add explicit casts
* #include missing headers
* Replace use of non-standard u_int8_t
* Remove name of unused variables
* Fix DLL export macro - this was broken when some of the exporting headers
were moved to a different library.
Change-Id: Ie569c8df41a077b46c608798f39526352e2aeb3a
Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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* This change is caused by ACL patch: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5855
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I222ff6dea155be38899145a5d096093db1b5e716
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Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I5889a5f44c0c22da6421d9bd06494c75d74e0440
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Fail test if exception is not thrown.
Remove unnecessary references to CpuAcc backend.
Remove excess trace message.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I22d30b47a092ac2e66f5987c656804cd31b04b21
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* Add ExpandDims tests in tfliteparser
* Add support for negative axis to squeeze
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I604c9b4ac6514895e9e3d4d85c2937e797d288e0
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* Optimization that searches for layers with ConstantLayers as inputs.
* The layer member variables are then redirected to these ConstantLayers.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I24a2bf0e8575b808343e0bbe3897b344e94796ad
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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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DummyLayer<> was not implemented for QLstmLayer, so the default
implementation was getting called. This caused null weights
to be dereferenced in WorkloadFactory during IsLayerSupportedTests.
While this would often not cause a crash, it could be reliably
detected by running the UnitTests with Undefined Behavior Sanitizer.
Change-Id: I7a49b18b8292632436b0aae52d6607e28fdd1839
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I7cb0a6a8856d8cd9949bec83c1ddce0a454fdf63
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* Disabling until ACL fixes COMPMID-4586
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Icabfa20062561201b6d7f850443a7eb2fad64e7b
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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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* Updated unit tests to use doctest.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I5231225cd0830f16cc0ef20e9ef27e7b92feab19
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I70492e34351f72ac700b24e40e1f7572f66a76f2
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* Moved useful test utilities to new static library.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ib800e0737bc5f78399cffa501483b4d26356215c
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* Add TfLiteParser and delegate support
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Id3219ba7cc7128b5e73de2c7d8d076a40dcce9c5
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* This failure is caused by a patch from ACL side https://review.mlplatform.org/c/ml/ComputeLibrary/+/5769
* Update acl pin to 08302c17cd57356b35d46e17dc8d8f76672da5cf
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ic282efe87dc417c83034a5c9b94bc77717abc003
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Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Ib31d239ce0b85639e1984ed91edccdbdeb12a57e
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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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* This change is necessary because tflite uses a [1,H,W,I*M] format
and uses the I*M dimension for per axis quantization. Our previous
layout [M,I,H,W] can't handle the correlating quantization scales.
* Updates Onnx-, TfLiteParser and TfliteDelegate
* Updates the CpuRef, CpuAcc and GpuAcc backends
* Adjusts unit tests
* Adds test to ensure models with old layout can still be read and
executed
* Adds conversion function to previous layout [1,H,W,I*M] --> [M,I,H,W]
which can be used by backend developers
!android-nn-driver:5553
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ifef23368b8c3702cf315a5838d214f7dc13c0152
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profiling/common
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I83de0fe9c83ec7e698817095ce5cfe3319c36ea6
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* Used doctest in ArmNN unit tests
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ia9cf5fc72775878885c5f864abf2c56b3a935f1a
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I05fc331a8e91bdcb6b8a2f32cfb555060fc5d797
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into profiling common
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I0d672cc782cc2de66a88acf0d83fcd40208ace95
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*Order the functions alphabetically
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ia19f2727733026aefab17ebce0cabb66863a7af7
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ie05412091c25dc67f9d5d842aa1b63350fba9ee7
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* Replaced all instances of boost::multi_array with flat vectors.
* Updated LayerTestResult struct with new member variables.
* Updated CompareTensor function to compare flat vectors and the shape.
* Removed MakeTensor function from TensorHelpers.hpp.
* Removed GetTensorShapeAsArray function from LayerTestResult.hpp.
* Removed boost::array usage.
* Removed boost::extents usages.
* Removed boost::random usages.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Iccde9d6640b534940292ff048fb80c00b38c4743
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I01ef1dda44e5c6e6a71a6fcd49486e2135dc1822
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profiling common
!android-nn-driver:5691
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ib71af0831e324ac6bd27b1a36f4a6ec1a703b14a
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* PermutationVector.end() was returning the end of the fixed size array
m_DimMappings rather than the number of mappings set by the constructor.
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: Ie218f7922e8c9c35c1dc702e43a5ee2fd1a61ff0
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allocations
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: If20572706d14df05e6d95ba436b364876d839495
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I29793ece7b6bfc015c643be3ed16529ab50f0d7d
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* Allow the user to use create a tread pool with a single thread
* This is in keeping with how the android-nn-driver was implemented
* Add it to ExecuteNetwork thread pool creation
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I05b8048a9e0e45ae11d2b585080af28d9d008d81
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* Remove concurrent flag from ExecuteNetwork as it is possible
to deduce if SimultaneousIterations > 1
* Add void RunAsync()
* Refactor some unit tests
Change-Id: I7021d4821b0e460470908294cbd9462850e8b361
Signed-off-by: Keith Davis <keith.davis@arm.com>
Signed-off-by: Kevin May <kevin.may@arm.com>
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IS_MULTI_AXES_REDUCE_SUPPORTED
* The wrong validate function was being called in ClReduceWorkload.cpp.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I534f5fffa5d77ae5bd804ae8326f5d78de37275b
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I982ecd66ea3ed4d88934cd8254832eecb4a7adb4
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I3dedcc86efe1a67c709d9da636953e2fc400107b
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*All fold pad test are now in a separate file
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ic0b0436f6b0194404f9a3f1553e2f69524b63580
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Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I560c9f6297e9552bab26a6f88765830409be78c3
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ib01629256309cfe17f341909d5b9bbbb09361422
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