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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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* 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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* QLstm EndToEndTest added for Ref, NEON
and CL.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: Icd2c878541f6304d726202a93d71ff3d79f6f054
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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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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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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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* 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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* 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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* 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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android-nn-driver
* Implemented ClNegWorkload
* Implemented NeonNegWorkload
* Enabled 'NEG' operator on CL and Neon as well as Ref
* Implemented unit tests for 'NEG' operator
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I3d7a892692716636cae6bdf8ddd238e3d1ea064f
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* Added new layer QLstm (Android R HAL 1.3)
* Made necessary updates to APIs
* Added unit tests
* This layer is functionally equivalent to the
original unquantized LSTM layer with some
additonal quantization features added. Due
to this, original LstmParams are used for
this layer.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I5b7f2d2fb6e17e81573b41a31bc55f49ae79608f
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the Backends CI job
* Enable the GetProfilingService() function to BackendProfilingTests and ProfilingTestUtils
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I32e3625db0f465883f2ec27fb7c2fad4e91b6306
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I9099a4f840fb747336f77d20a0868b64e801a310
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* adds convert from armnn HardSwish to Acl HardSwish
* adds EndToEnd tests for Ref, Cl and Neon
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: If997dad783ff45d7f061254e7e30bb69d4d4d564
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* implemented activation layer end to end test
* adds support for different tolerances in layer tests
* added tests for Elu (Ref, Cl, Neon)
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I81e28cfb4456e815bae2fb31f5c345134ff2432f
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I345c39a10a4693a500aa1687d9a5cee76da791c3
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ida6d7e1d2c9abe0618f8b711bab9d62c011090d6
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I7f6932f0d21b5678ab9822b0fc69f589bbbb07e5
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Id179cb4774a4565e5e905e5fe4c34299178644de
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ifaae4d5aac468ba927b2c6a4bf31b8c8522aeb2e
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* Allow per layer quantization from Fp32 to Int8 (QAsymmS8) like TfLite
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I5bbf770aa29d81af3568c15b47d2b2c18e55bb28
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!referencetests:229377
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ia9b360b4a057fe7bbce5b268092627c09a0dba82
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* Relaxed restrictions in BatchNormalizationQueueDescriptor::Validate
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I3101971c2101e90144bbbf7b63367cb0ef09573f
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EnableProfiling and adding error checking to the Runtime
Invocation
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I65b8bb16c6f1c7d668de31238ce0408a48974997
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* Add a new Activiation type of HardSwish.
* Add CpuRef support and tests.
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I68c3840aa45b7a27d5e416a5d50fe8f99f003ce8
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* Added TransposeLayer
* Added CL, Neon and Ref Workloads
* Added Transpose utilities
* Added Serializer and Deserializer support
* Added Quantizer support
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I04c755ba7cb5b1edf72b3c9f3c0314878032e3c7
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* Added CpuRef implementation
* Added Unit Tests
* Added Quantizer Test
* Enabled Tests for Neon and CL backends on fp32 only
* Added to Serializer
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ic23e1797dbc9352b40678c389d7fe2b836b582ea
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* Add Debug workload for QAsymmS8/U8
* Change Dequantize tests to test AsymmS8 instead of SymmS8
* Fix incorrect supportedness within RefLayerSupport
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Ie51f1e33c564d46c86bf0150b1addda3fc093d13
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* Add QAsymmS8 to QueueDescriptor supportedTypes
* Add QSymmS8/QAsymmS8 to RefLayerSupport supportedTypes
* Some additional comments and refactoring
Change-Id: I8567314452e6e8f6f69cb6e458ee147d3fc92fab
Signed-off-by: Keith Davis <keith.davis@arm.com>
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* Add tests for the timeline functions that are part of
IBackendProfiling: GetSendTimelinePacket & GetProfilingGuidGenerator
* Modify MockBackendProfilingService to store a
MockBackendProfilingContext shared pointer.
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I99fc4b1da019858b9f29409cd59ef8f590c0d3a2
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* Fix bug with missing ValidateInputsOutputs in Cl Workload
* Renamed data type tests to be more specific
* Future proofing
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I157acc318e40d727fcfb3f36f7f577fc87472f3d
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I4a2465f06e046f78242ff0a246c651638b205498
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* Adding BackendProfilingContext to the MockBackend
* Made IBackendProfilingContext pure Virtual
* Added UnitTest using MockBackend for testing Backend Counter Registration
* Moved Registry of backend counters from Initialize() to AddBackendProfilingContext()
* Added m_MaxGlobalCounterId to ProfilingService
* Removed automatic registration of MockBack in BackendRegistry()
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ie1c6c31e56d1ac7079d6116ecad041961014aedc
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