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* Adds int16 output tensor to CpuRef impl to
prevent overflow when accumulating output
after projection.
* Adds two remaining tests to verify QLstm on
CpuRef.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I93d7c64c4a9cc1012cb2bc052d598d4279fbd372
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* Refactored templated workload creation
* Added int8_t unit tests
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I018b7f9f20496b5f9d7445901fe0d3dd04199cd0
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* Remove the check introduced by IVGCVSW-4915.
* Check that SampleDynamic is loaded. If not output a detailed message.
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: Ib19b238418ea2d9c133e12bd540653ff0969ec5d
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* If SAMPLE_DYNAMIC_BACKEND_ENABLED is enabled but DYNAMIC_BACKEND_PATHS
is not set then the user gets failing tests cases with no clear idea
what has gone wrong. Explicitly failing when DYNAMIC_BACKEND_PATHS has
not been set.
* Adding an FAQ entry describing how the user can get confused by our
documented usage of CMake.
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: Ic11e14a971f53a6454962354ff728365ccc9de6d
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Change-Id: Ia4b4bb3be0ed6e933c77d58f8e9879b1370e9537
Signed-off-by: Laurent Carlier <laurent.carlier@arm.com>
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* Remove redundant asserts for unsigned ints being positive
* Remove unneeded include of lightweight_test.hpp header
* Remove unused exception variable names
* Replace hardcoded 0.0f with T() for some template functions
* Add a few static_casts
Change-Id: I290b0433cf995f6d0199422eaa10f816e5fd8eb9
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I3d44c05acb40566cd4149417fca5bfd260f301e1
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* Added AlignCorners and HalfPixelCenters to Resize and ResizeBilinear
* Updated Serializer and Serializer tests
!android-nn-driver:3280
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ice3bb448c239b04323854641525bfe0808c03b2e
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I1a66fdad63cef16866d9dfcb8a339647f856e1d4
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ia69ded99f753e278bc467492907f6a7ca92c7239
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ica217d3e4fbcdef1315554ea5d5c4720124696c3
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IVGCVSW-4203 Add Neon EXP Workload
* Added CL EXP operator workload
* Added EXP test suite
* Enabled EXP tests on ACL and Ref
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I793d31af1b2e3fe86b0bec6d9e5de503c5dab970
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skipped in CpuRef
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I1c870ac258e8c3805a95b259cb40731f8e81541e
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Change-Id: I75cca9804a67f629cddc83671397a84640e9bf0e
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Id908e0bcbefd3284da51cdbe8ec0c2181b9b553e
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* Number of elements is output size for projection bias on QLSTM
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I9d32cfb187bbe0c6ef809a7a89da907fbac83380
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* Implemented CLTuning flow for ExecuteNetwork tests
* Added --tuning-path to specify tuning file to use/create
* Added --tuning-level to specify tuning level to use as well as enable extra tuning run to generate the tuning file
* Fixed issue where TuningLevel was being parsed incorrectly
* Added measurements for initialization, network parsing, network optimization, tuning, and shutdown
* Added flag to control number of iterations inference is run for
Signed-off-by: alered01 <Alex.Redshaw@arm.com>
Change-Id: Ic739ff26e136e32aff9f0995217c1c3207008ca4
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* Use exact floating point constants for min/max values
* Rename test case so it doesn't collide with a function name
Change-Id: Icf03cfd8fedd505d02cd7f0a150502557939b903
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
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* QLstm EndToEndTest added for Ref, NEON
and CL.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: Icd2c878541f6304d726202a93d71ff3d79f6f054
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* Adds QLstm CL workload
* Added Layer and CreateWorkload tests
Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com>
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I32335e528467bfd619edb249d2971705ac2a6163
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* Adds QLstm workload.
* Adds CreateWorkload and Layer tests.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I585eb2691395ee4ccd45b5a853660f90fc5cc821
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UNREGISTERED_BACKENDS
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I3600dd15f97ccd4ab745deb87d06ba978e2a0b11
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* Adds missing nullptr checks for peephole bias for
QLstm.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: Ib04c8352141977cc7ea11a4859f1b11d46472722
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Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: Iedfcf0ef487bd7836b1bc4ba8a0e4337dc4da391
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* change neon softmax axis to be int
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I7a9486c11494ed4993abd683a50d6b4483f283e1
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* Change ComputeSoftmaxAclAxis to work with int and uint axis
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ibbfa9ec7e2f0416e6885673212a767419c871cca
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I7957ee41fd700ee502cc14aa313a60664d4caec9
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* Adds ref implemenation for new HAL 1.3
operator, QLstm.
* Adds Layer and CreateWorkload unit tests.
* Adds WorkloadData validate for QLstm.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I8a721f07ff06105e6495a1a0561b9503aa8146dc
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* Refactor Neon Softmax workload to accept supported data types
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I54aa72d5cbb862cafcc1eabe48f6a00d61050cd7
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* Use make_unique instead of MakeWorkloadHelper for FullyConnected Workload
* Add Neon Workload Tests for QAsymmU8 and QAsymmS8
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: Ie1359af8b0a0bec1e058e20fc789c2520ebe64e8
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* Add bias dimension check for FullyConnected layer support
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I66db5332069a606b5d1f6c10faee38760b26a8f8
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Change-Id: Ief6b79297b66a57643b7c5d6c7d820c35024dd08
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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operators
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I094125ba80699cc3cf5226bda6662a54e6caa988
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* Added support for QASYMM8_SIGNED, QSYMM16, QSYMM8 and QSYMM8_PER_CHANNEL to Neon and CL backends
* Added unit tests to Neon, CL and Ref backends
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I4c726b6d86b4d75abedd130dcea372d1e82be5c2
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* Add Signed32 to WorkloadData for AbsQueueDescriptor
* Add missing supported tests to Ref and Neon
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: Iba9d29fedeb1d2e985272c9299ea42ba2571687b
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* Removed split, classification, trim, string, join, contains
* Added StringUtils.hpp to replace the removed Boost String functionality
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I8aa938dc3942cb65c512cccb2c069da66aa24668
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* replace boost::polymorphic_pointer_downcast by PolymorphicPointerDowncast
* replaced/removed includes
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I0ef934a3804cf05e4c38dec6c4ec49c76111a302
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* Move the call to EnableProfiling() into ConnectionAcknowledgedHandler
* Fix an issue with MockGatord forcing some command handlers to be quiet
* Add some small unrelated improvements and typo fixes to the
periodic counter command handlers
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I9e6066b78d1f782cfaf27c11571c0ec5cb5d126f
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* exchange boost::polymorphic_downcast with armnn::PolymorphicDowncast
* remove unnecessary includes of boost::polymorphic_downcast
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ie603fb82860fe05fee547dc78073230cc62b2e1f
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* Add QASYMM8_SIGNED data type support to NeonTensorHandle
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Iae34f7d67de83642606ccd8c61a1b72df7f2bb3a
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* Change boost assert to armnn assert
* Change include file to armnn assert
* Fix ARMNN_ASSERT_MSG issue with multiple conditions
* Change BOOST_ASSERT to BOOST_TEST where appropriate
* Remove unused include statements
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I5d0fa3a37b7c1c921216de68f0073aa34702c9ff
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I992379f03d1cfe3c019bb23786458d4f22df6b17
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* Add Activate/Deactivate command handlers
* Add IReportStructure, INotifyBackends single function interfaces
* Add overrided mechanism to report structure in Runtime.cpp
* Add overrided mechanism to notify backends in ProfilingService.cpp
* Add optional IReportStructure argument to ProfilingService constructor
for use in ActivateTimelineReportingCommandHandler
* Refactoring and tidying up indentation
* Removal of unused code in ProfilingUtils.cpp and ProfilingService.cpp
* Added GatordMock end to end test
* Fixed an issue with SendCounterPacket sending duplicate packets
* Fixed an issue with DirectoryCaptureCommandHandler handling of Optional
Signed-off-by: Keith Davis <keith.davis@arm.com>
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I5ef1b74171459bfc649861dedf99921d22c9e63f
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* Modify SimpleConvolution2dNhwcTestImpl to allow different input and
out types
* Add unit tests for Conv2D with Bfloat16 input and Float32 output to
compare the accuracy with Float32 for small value inputs and big value inputs
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ia59c92a22001b41f2681dafb951203a2223d3367
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* Added QAsymmS8 data type support for bias
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I1dfe50b23a4ba479d35f5e6996ea8e25aee0033b
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* Add NeonConvertBf16ToFp32Workload
* Add NeonConvertFp32ToBf16Workload
* Add BFloat16 type support to NeonConstantWorkload and NeonTensorHandle
* Add ConvertBf16ToFp32Weight when ConvertBf16ToFp32Layer is added
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Id5b44a203add5e0c98c1ca4e2162115741b56644
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* CellToInputWeights were not handeled correctly
* Changed CellToInputWeights from Cifg to peephole parameter
* Modified exiting unit tests
* Added unit test to cover new configuration
* Added more descriptive error messages
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ied5dc1253d3df1fd1a79b887a58603d0a9c8f396
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* Deprecate NeonGreaterWorkload
* Add NeonComparisonWorkload to encompass all comparison operators
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I5e828088d17e994fc5cb0b908719b53ee01fa959
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* Deprecate ClGreaterWorkload
* Add ClComparisonWorkload to encompass all comparison operators
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ida0ed7f59899d75b0fe7de1e7433b1ade018c6f1
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Convolution2d and FullyConnected layers
* Add InsertConvertFp32ToBf16LayersBefore
* Add ConvertWeight to ConvertFp32NetworkToBf16Impl for Conv2d and FullyConnected
* Allow different input and output when input is BF16 and output is FP32
Conv2d and FullyConnected layers
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ic8f92ff28edcae08a72a3114a28f50c4619f919b
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