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2020-04-06IVGCVSW-4485 Remove Boost assertNarumol Prangnawarat
* 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
2020-04-03IVGCVSW-3753 Add Clip support to the onnx parserFinn Williams
Change-Id: I68c842c5906f03b8f5a6131537fea3a1a0db980a Signed-off-by: Finn Williams <Finn.Williams@arm.com>
2020-04-03IVGCVSW-4514 Remove lexical_cast.hppDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I992379f03d1cfe3c019bb23786458d4f22df6b17
2020-04-02IVGCVSW-4455 Add an Activate and Deactivate control packet to the protocolKeith Davis
* 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
2020-04-01IVGCVSW-4643 Add Convolution2D tests with Bfloat16 input and Float32 outputNarumol Prangnawarat
* 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
2020-04-01IVGCVSW-4641 Investigate Hal 1.3 VTS FailuresSadik Armagan
* Added QAsymmS8 data type support for bias Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I1dfe50b23a4ba479d35f5e6996ea8e25aee0033b
2020-04-01MLECO-756 First cut of adding JSONTimelineDecoder and testsÉanna Ó Catháin
Change-Id: Ibcd5fdefb5dda3ac3f2a5ff6d6eca618c27c538b Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
2020-04-01IVGCVSW-4531 Tweak to an existing fix for failing NNT tests on Android RDavid Monahan
HAL 1.1/1.2 to account for negative slices Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ia98101b07b826359fb621b801fcbc811d7ec6f6a
2020-03-31IVGCVSW-4633 Add conversion of BF16 support to NeonNarumol Prangnawarat
* 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
2020-03-31IVGCVSW-4590 Fix Lstm layers CellToInputWeightsJan Eilers
* 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
2020-03-30IVGCVSW-4603 Support comparison operators in NeonTeresa Charlin
* Deprecate NeonGreaterWorkload * Add NeonComparisonWorkload to encompass all comparison operators Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I5e828088d17e994fc5cb0b908719b53ee01fa959
2020-03-30IVGCVSW-4603 Support comparison operators in CLTeresa Charlin
* Deprecate ClGreaterWorkload * Add ClComparisonWorkload to encompass all comparison operators Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ida0ed7f59899d75b0fe7de1e7433b1ade018c6f1
2020-03-27IVGCVSW-4555 ArmnnConverter (Serializer) does not support per-axis ↵Sadik Armagan
quantization params * TensorInfo can have multiple scales and quantization dimension. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I0ff02e3766996b6a9da6dc4e92d366bc9505c77d
2020-03-26IVGCVSW-4597 Modify BF16 optimizer to Convert only inputs and weights ofNarumol Prangnawarat
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
2020-03-26IVGCVSW-4599 ArmNN Compile Error when compiled against gcc 9Francis Murtagh
* 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
2020-03-26IVGCVSW-4526 Fix UnitTest errors when running on raspberry piJan Eilers
* 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
2020-03-24IVGCVSW-4596 Fix BufferManager's packet orderFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I35e0a891cd69f2c130b8886460089c441d8e666d
2020-03-24IVGCVSW-3813 Add Unary Elementwise Operation 'NEG' support to the ↵Sadik Armagan
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
2020-03-20IVGCVSW-4520 Implement BFloat16 OptimizerNarumol Prangnawarat
* 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
2020-03-20IVGCVSW-4589 Add call to SendWellKnownLabelsAndEventClassesFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Ia42f962ba53d7684f5ad75f5b1b91e2d9f3a2f9c
2020-03-20IVGCVSW-4549 Add front end for new QLSTM layerJames Conroy
* 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
2020-03-20IVGCVSW-4587 ArmNN failing to build in the Internal OOBSadik Armagan
* ProfilingService reference field not required in TimelineUtilityMethods Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I83ca13e577d35fb9497d7df1535607ec66c201bf
2020-03-20IVGCVSW-4582 Undefined reference to GetProfilingService causes failure in ↵Sadik Armagan
the Backends CI job * Enable the GetProfilingService() function to BackendProfilingTests and ProfilingTestUtils Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I32e3625db0f465883f2ec27fb7c2fad4e91b6306
2020-03-19IVGCVSW-4565 TENSOR_BOOL8 data type not supported in AndroidNN DriverSadik Armagan
* 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
2020-03-19MLECO-755: ArmNN: Add file format external profiling optionIsabella Gottardi
* 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>
2020-03-19IVGCVSW-4516 Add ConvertFp32ToBf16Layer and Ref workload supportNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I9099a4f840fb747336f77d20a0868b64e801a310
2020-03-19IVGCVSW-4553 Fix Wrapper Object Use after free in UnitTests.hppFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I174f83c9a454b5499f817baf0bddcd4a49cac523
2020-03-19IVGCVSW-4552 Fix Wrapper Object Use after free in ProfilerTestsFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I84ab68c048675a39a67045430b2dde571b45e479
2020-03-18IVGCVSW-4446 Add HardSwish EndToEnd testsJan Eilers
* 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
2020-03-18IVGCVSW-4444 Adding Elu end to end testJan Eilers
* 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
2020-03-18IVGCVSW-4463 Change ProfilingService to a member of runtime from a singletonSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I345c39a10a4693a500aa1687d9a5cee76da791c3
2020-03-18IVGCVSW-4161 Provide for per model call back registrationFinn Williams
!armnn:2810 Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Idf56d42bd767baa5df0059a2f489f75281f8ac71
2020-03-17IVGCVSW-4515 Add ConvertBf16ToFp32Layer and Ref workload supportNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ida6d7e1d2c9abe0618f8b711bab9d62c011090d6
2020-03-17IVGCVSW-4545 Relax check on ParseReshapeDerek Lamberti
Change-Id: Icae7c40abb307e1bbdd383ab3f835f5a1bee2db1 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-03-16MLCE-161: Added support for NormalizationLayer in ArmnnQuantizer.Pablo Tello
* Improved error reporting by using VisitorThrowingPolicy in DynamicQuantizationVisitor. Change-Id: I8a7d0975d448e6c2b6efb5f315ac255eec29f7a2 Signed-off-by: Pablo Tello <pablo.tello@arm.com>
2020-03-13IVGCVSW-4531 Fix for failing strided slice NNT/VTS tests on Android RDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I7f6932f0d21b5678ab9822b0fc69f589bbbb07e5
2020-03-13IVGCVSW-4512 Add BFloat16 Debug WorkloadNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Id179cb4774a4565e5e905e5fe4c34299178644de
2020-03-13IVGCVSW-4511 Add BFloat16 to RefLayerSupport and unit testsNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ifaae4d5aac468ba927b2c6a4bf31b8c8522aeb2e
2020-03-12IVGCVSW-4545 Fix segfault parsing reshape layerDerek Lamberti
Change-Id: Ib4bbab387cec4780c8aae56fdede090fa265e4ba Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-03-11IVGCVSW-4542 Refactor TimelineDecoder parsing of TimelinePacketsKeith Davis
* 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>
2020-03-11IVGCVSW-4517 Modify BFloat16 to conformant to the coding standardsNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I85b6967469dc1fddbbc875b34ba107480b78089a
2020-03-10MLCE-159 Add QAsymmS8 to ArmnnQuantizerFrancis Murtagh
* Allow per layer quantization from Fp32 to Int8 (QAsymmS8) like TfLite Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I5bbf770aa29d81af3568c15b47d2b2c18e55bb28
2020-03-10IVGCVSW-4482 Remove boost::ignore_unusedJan Eilers
!referencetests:229377 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ia9b360b4a057fe7bbce5b268092627c09a0dba82
2020-03-09IVGCVSW-4517 Implement BFloat16 Encoder and DecoderNarumol Prangnawarat
* Add ConvertFloat32ToBFloat16 * Add ConvertBFloat16ToFloat32 * Add BFloat16Encoder * Add BFloat16Decoder * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I198888384c923aba28cfbed09a02edc6f8194b3e
2020-03-09IVGCVSW-4541 Modify Timeline Packet constructionKeith Davis
* 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
2020-03-09IVGCVSW-4486 Introduce numeric_cast implementationDerek Lamberti
Change-Id: I3e64bca4a1709ac199513676579cf3c9a3090f26 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-03-09MLCE-160 Error loading quantized model containing BatchNorm LayerMike Kelly
* Relaxed restrictions in BatchNormalizationQueueDescriptor::Validate Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I3101971c2101e90144bbbf7b63367cb0ef09573f
2020-03-09IVGCVSW-4540 Fix master build failure to link UnitTests on AndroidSadik Armagan
Change-Id: I22148a0bf243eabfd045475644510f30096d96e3 Signed-off-by: Jim Flynn <jim.flynn@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2020-03-09IVGCVSW-4483 Introduce polymorphic_downcast implementationDerek Lamberti
Change-Id: I958dd719162337eb5c7e71f4ac49dd5784564b1a Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-03-06IVGCVSW-4517 Add BFloat16 class and unit testsNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ie2e9e617b9210d79a26e7ba58ecc874d1202e599