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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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Change-Id: Ibcd5fdefb5dda3ac3f2a5ff6d6eca618c27c538b
Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
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HAL 1.1/1.2 to account for negative slices
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ia98101b07b826359fb621b801fcbc811d7ec6f6a
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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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quantization params
* TensorInfo can have multiple scales and quantization dimension.
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I0ff02e3766996b6a9da6dc4e92d366bc9505c77d
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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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* Use default keyword for armnn::Optional assignment.
* Use default keyword for BFloat16 copy constructor and assignment.
* Remove unnecessary const from static_cast template argument which
was giving ignored-qualifiers warning.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: Ie3f4ce0a0c199a578d8cca2fea8f5dcef63dba4d
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* The std::thread::id is included in some timeline packages of the
profiler. But the size of thread::id is platform dependent. That's why
some tests expected a wrong package size
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I4794ebbdda2d75ed5be7112f6a3bf2e5f14f221b
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I35e0a891cd69f2c130b8886460089c441d8e666d
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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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* Add ReduceFp32ToBf16 to OptimizerOptions
* Add ConvertFp32NetworkToBf16
* Add utility functions to insert conversion layers
* Add constant conversion BF16 <-> FP32
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Iaff77e20c721400b052cb37eb9ef6fe16d7abaff
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: Ia42f962ba53d7684f5ad75f5b1b91e2d9f3a2f9c
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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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* ProfilingService reference field not required in TimelineUtilityMethods
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I83ca13e577d35fb9497d7df1535607ec66c201bf
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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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* Enabled Boolean and Int32 data types in Reference Comparison inputs
* Added decoder for Boolean data type
* Refactored ClGreaterWorkload to work with any data type
* Refactored NeonGreaterWorkload to work with any data type
!android-nn-driver:2902
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I92772810b744b388831c9dca0119ebf8cb7a447e
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* Added new m_FileFormat variable in ExternalProfilingOptions
* Added new profiling option to ExecuteNetwork
* Added check for file format in ProfilingConnectionFactory
* Added test in profiling tests
Change-Id: I0e9cb8ecac919dc0ed03dcf77324a65621f07ae7
Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com>
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I9099a4f840fb747336f77d20a0868b64e801a310
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I174f83c9a454b5499f817baf0bddcd4a49cac523
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I84ab68c048675a39a67045430b2dde571b45e479
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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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!armnn:2810
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: Idf56d42bd767baa5df0059a2f489f75281f8ac71
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ida6d7e1d2c9abe0618f8b711bab9d62c011090d6
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Change-Id: Icae7c40abb307e1bbdd383ab3f835f5a1bee2db1
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Improved error reporting by using VisitorThrowingPolicy in
DynamicQuantizationVisitor.
Change-Id: I8a7d0975d448e6c2b6efb5f315ac255eec29f7a2
Signed-off-by: Pablo Tello <pablo.tello@arm.com>
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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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Change-Id: Ib4bbab387cec4780c8aae56fdede090fa265e4ba
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Added test to add multiple SwTraceMessages to the buffer
* Updated TimelineCaptureCommandHandler to iterate until there
are no more read functions in the packet
* Further commenting
Change-Id: I41d5acf4f7288ce5a51ffd10a5eea335ac3026ec
Signed-off-by: Keith Davis <keith.davis@arm.com>
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I85b6967469dc1fddbbc875b34ba107480b78089a
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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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* Add ConvertFloat32ToBFloat16
* Add ConvertBFloat16ToFloat32
* Add BFloat16Encoder
* Add BFloat16Decoder
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I198888384c923aba28cfbed09a02edc6f8194b3e
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* Changed TimelinePacket encoding so that there is only one header for
multiple timeline swtrace messages
* Refactored function names to have more suitable description
* Refactored CodeStyle to coincide with ArmNN coding standards
* Refactored profiling test names to be descriptive
* Refactored ErrorCode name to TimelineStatus
* Updated existing unit tests
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I83bd4bb9e7393617bca97eba96a6e1388916e5b0
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Change-Id: I3e64bca4a1709ac199513676579cf3c9a3090f26
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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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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Change-Id: I22148a0bf243eabfd045475644510f30096d96e3
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
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Change-Id: I958dd719162337eb5c7e71f4ac49dd5784564b1a
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ie2e9e617b9210d79a26e7ba58ecc874d1202e599
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*Square, Tanh, SoftReLu, LeakyReLu, Abs, ReLU
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Id7beed0b6770177722bf0f93957706620df81b0d
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* Remove check on split dimension
Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com>
Change-Id: I03b88b8c8f1dcd842d9cc9d783ad7d0aa2c0ed3a
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!armnn:2773
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I246cf0de04a1d29dd135cb0fc7e55bc5f0d4b854
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