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2020-12-17IVGCVSW-4625 Add CL Rank WorkloadDavid Monahan
* Added CL implementation of Rank Workload * Removed references to memcpy_s as it's a windows only function Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ia63666b9640d76a775f2ab98b3cd7e9f77b5a507
2020-12-03IVGCVSW-4626 Add Neon Rank WorkloadDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I5a85597e75d2b879ae234c6929686fabe99d7bc8
2020-11-30IVGCVSW-5568 Revert "IVGCVSW-5563 Fix Crash on model with FullyConnected ↵Teresa Charlin
Sigmoid Activation" * This reverts commit be25d94aefe53f221304b1f5f344913b708f808b. * Add Unit Test: any receiver layer + any activation layer in float and QAsymmU8 * Tidy up fuse activation tests Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ie059d03b85cd17eaaafe5188bb173672a1fb9ae0
2020-11-19IVGCVSW-5563 Fix Crash on model with Fullyconnected Sigmoid ActivationKevin May
* Add supported activations check to Neon FullyConected validate Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I67a36eb83d0568d000e928e27eba3c84e32cdc72
2020-11-18IVGCVSW-5093 Add NEON Logical workloadJames Conroy
* Add NEON Logical workloads for NOT, AND and OR. * Enable Layer and IsSupported tests on NEON. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Ibca59530457a664ca3d77751825642f8daf52fab
2020-11-13IVGCVSW-5328-5329 Fuse ActivationMike Kelly
* Added Fused Activation Optimization to both CL and Neon backends. * Added Fused Activation support to all the CL and Neon workloads that support it. * Changed ProfilingTest network to be a Convolution layer followed by an Abs layer rather than an Activation layer. * Added IBackendInternal::OptimizeSubgraphView function that can accept a ModelOptions. * Network will now call OptimizeSubgraphView passing in the ModelOptions. Signed-off-by: Keith Davis <keith.davis@arm.com> Signed-off-by: Mike Kelly <mike.kelly@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib536ac3cbafc7d9b35c139ad9a65b7735262cd9d
2020-11-12Update ACL pin to d7341fb9e3b24b904edf7ac9d83e1e063bc77765Teresa Charlin
* Use NEConvolutionLayer Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ieb81fafaf34a63be8daf297ebe1bb0e4079daf4e
2020-10-05Update ACL pin to fc2f6d0427e1d886fcccc68867d1af1ccd96608bTeresa Charlin
* Set use_padding to false in neon workload Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ia5367de331efe1d28dea4dfbefc0713720da81f9
2020-10-02IVGCVSW-5334 Remove remaining boost::numeric_cast from armnnMatthew Sloyan
* Floating point casts now use armnn::numeric_cast. * Also removed remaining header imports. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I2d37847d67f164fc0a0ae17f34d49ff3d2210c30
2020-10-01COMPMID-3784 Fix 1 CTS MUL INT32 failure due to using SATURATETeresa Charlin
* LargeGraph_TENSOR_INT32_Rank4/26 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I9d07444db56e26c13a77bf022938644ed7953d6b
2020-09-25Update ACL pin to 840a72cc745c60eccbd26fe192b035ec68b2ee41Nikhil Raj
* Change tensor to non const to fix build error caused by ACL fix for QLSTM Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I7ab0f644dfb3cb3cf21bda73028e9368f3354f4a
2020-09-17IVGCVSW-5300 Remove some boost::numeric_cast from armnn/backendsMatthew Sloyan
* Replaced with armnn/utility/NumericCast.hpp * Some exclusions in reference backend * Excluded as requires float implementation in NumericCast.hpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I9e4e9cd502c865452128fa04415fd6f250baa855
2020-09-14IVGCVSW-5157 'Pipe ModelOption through Network::LoadNetwork() to Workload ↵Sadik Armagan
factory' * Pass ModelOptions to WorkloadFactory * Updated signature of CL and NEON Convolution2d workloads added FastMathEnabled param. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I536178be8e4dd4083489e69febadaf0feeba46d2
2020-09-10IVGCVSW-5156 Introduce ModelOptions to OptimizedNetworkSadik Armagan
* Introduced ModelOptions to IBackendInternal * Introduced ModelOptions to Network * Added FastMathEnabled parameter to Conv2d Validate function in CL and NEON * Added Optimizer tests Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ib54c1e82cb3d89a52756ed499cf91b6a7fdb2063
2020-09-03Update ACL pin to ec4dee8c68a3d0f6d63db184bfb2f4589429778eTeresa Charlin
* Axis for LogSoftMax and SoftMax can be either positive or negative Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I36b0507ad7600c0a98c3b8be3c0350045ee05b84 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2020-08-10Update ACL pin to 4aed4aafa2ddb0b6f4b76aef5008c8bb45599ea4Teresa Charlin
* Use axis=-1 in all softmax tests as ACL only accepts this dimension (the most right dimension, in ACL is 0 and in ArmNN is -1). Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I4be83f60aa9505b4bf2367c4489e6f12d644c6d4
2020-07-29IVGCVSW-5167 Use a generic axis in CL/Neon LogSoftmax and Softmax workloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id72d2c2851adcc1dd8f00a6103642b16ebe3a964
2020-07-28IVGCVSW-4973 Enable QLstm projection unit tests on NEONTeresa Charlin
*Cosmetic changes on NeonQLstmWorkload Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I53e00ec31845d4c7d1f00d53d179b8540dcee608
2020-07-24IVGCVSW-3897 Add NEON LOG_SOFTMAX WorkloadKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I632b5ac7f188853de68e232e81568b3fca238d42
2020-07-22Update ACL pin to aa95ddc2abb7cef0b2edd03f7c4c9d9c6b9d7cf4Teresa Charlin
IVGCVSW-5136 Adapt to change in ConcatenateLayer in ACL Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I5bc1752215a7b5a91c449e62809ae06f501c6108
2020-07-08IVGCVSW-5005 Fix Deprecated Functions in CL/NEON Resize WorkloadDavid Monahan
* Update CL pin to f3ad9513dd46fca1d6c5e4550286480fdbaba056 IVGCVSW-5005: Fix Deprecated Functions in CL/NEON Resize Workload * Add missing virtual function to NeonIntercepterScheduler * Update CL/Neon Resize Workloads to use ScaleKernelInfo * Update CL/Neon Resize workloads to set correct Sampling Policy for Half Pixels IVGCVSW-4981: Change CL/NEON Softmax axis value * Default value is now 0 Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I8a14c6a64e5a24bc1a66a7d3685cd388c2245702
2020-07-01IVGCVSW-4903 Connect axis parameter in Gather from android to ACL.Teresa Charlin
!android-nn-driver:3302 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ifbc49acb5272f8a36719bb68676e44817190537d
2020-06-23IVGCVSW-4622 Add NEON FILL WorkloadSadik Armagan
* Added Neon workload for Fill Operator * Enabled Fill operator tests on Neon * NEFill function does not have validate() function yet IsLayerSupported() function return true at the moment * Added INT32 supported type for CpuRef Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I17bf5ec13750f46322a30653e15ba2a514f61f08
2020-06-03remove BOM from filesLaurent Carlier
Change-Id: Ia4b4bb3be0ed6e933c77d58f8e9879b1370e9537 Signed-off-by: Laurent Carlier <laurent.carlier@arm.com>
2020-05-30IVGCVSW-4888 Update Resize Front end for new parametersDavid Monahan
* 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
2020-05-29IVGCVSW-3846 Add NEON GATHER WorkloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I1a66fdad63cef16866d9dfcb8a339647f856e1d4
2020-05-27IVGCVSW-4200 Add CL EXP WorkloadSadik Armagan
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
2020-05-20IVGCVSW-4451 Add QLstm NEON workloadJames Conroy
* Adds QLstm workload. * Adds CreateWorkload and Layer tests. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I585eb2691395ee4ccd45b5a853660f90fc5cc821
2020-05-15IVGCVSW-4831 Fix Packet header includes in backendsFinn Williams
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Iedfcf0ef487bd7836b1bc4ba8a0e4337dc4da391
2020-05-13Update ACL pin to 4efe5dc9b39a87eface43e7468e08279976ae9efTeresa Charlin
* change neon softmax axis to be int Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I7a9486c11494ed4993abd683a50d6b4483f283e1
2020-05-13IVGCVSW-4753 Refactor CL Softmax workload generalizing for different datatypeTeresa Charlin
* Change ComputeSoftmaxAclAxis to work with int and uint axis Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ibbfa9ec7e2f0416e6885673212a767419c871cca
2020-04-30IVGCVSW-4753 Fix CpuAcc Hal 1.3 Softmax FailuresSadik Armagan
* Refactor Neon Softmax workload to accept supported data types Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I54aa72d5cbb862cafcc1eabe48f6a00d61050cd7
2020-04-29IVGCVSW-4203 Add Exp support to Neon backendDerek Lamberti
Change-Id: Ief6b79297b66a57643b7c5d6c7d820c35024dd08 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-04-27MLCE-190: Neon and CL Constant Workloads do not support newer DataTypesMike Kelly
* 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
2020-04-14IVGCVSW-4483 Removes boost::polymorphic_pointer_downcastJan Eilers
* replace boost::polymorphic_pointer_downcast by PolymorphicPointerDowncast * replaced/removed includes Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I0ef934a3804cf05e4c38dec6c4ec49c76111a302
2020-04-10IVGCVSW-4483 Remove boost::polymorphic_downcastJan Eilers
* 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
2020-04-09IVGCVSW-4641 Investigate Hal 1.3 VTS FailuresSadik Armagan
* Add QASYMM8_SIGNED data type support to NeonTensorHandle Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iae34f7d67de83642606ccd8c61a1b72df7f2bb3a
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
2020-03-31IVGCVSW-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
2020-03-30IVGCVSW-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
2020-03-24IVGCVSW-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
2020-03-19IVGCVSW-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
2020-03-02IVGCVSW-4375 Add support for TransposeMike Kelly
* 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
2020-02-20IVGCVSW-4456 Fix MobileNet SSD perf regressionJames Conroy
* Now use accelerated DetectionPostProcess NEON workload, originally was using vanilla version. Change-Id: Ib64653801024a191f841d601932fa3c54baa5c3b Signed-off-by: James Conroy <james.conroy@arm.com>
2020-02-14IVGCVSW-4420 Failing Unit Test Cl: Quantize layerKeith Davis
* 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
2020-02-07MLCE-139: add capability to align corners for bilinear resizeSang-Hoon Park
* Add parsing of the related parameter to TfLiteParser * Update ResizeDescriptor to store the additional parameter * Update NEON/CL workload to pass the additional parameter. * Update Reference workload to pass and handle the additional parameter. !ComputeLibrary:2538 !ComputeLibrary:2569 !armnn:2612 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Change-Id: Id149e1c24c2abed7e9dd81939acf54dfabfcdfd2
2020-02-04Clean up header usage a bit in NEON backendMatthew Bentham
Including NEFunctions.h is unnecessary and adds about a second to compile time each translation unit in which it appears, so we should use just the header file with the arm compute function declarations that we need. Signed-off-by: Matthew Bentham <matthew.bentham@arm.com> Change-Id: I605d0eb82ccf2aafa35381a5d9d54337d3fe17a7
2020-01-27IVGCVSW-4380 Add NEON backend support for BatchToSpaceNdMike Kelly
* Added NeonBatchToSpaceNdWorkload class. * Added CreateBatchToSpaceNd implementation to NeonWorkloadFactory. * Added IsBatchToSpaceNdSupported implementation to NeonLayerSupport. * Enabled BatchToSpaceNd tests on Neon backend. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I179feefaa67dc87a03fcbe52e5df100c1188f9a5
2020-01-24IVGCVSW-4262 Use ACL Permute and Reshape Validate function in Neon and CLKevin May
!android-nn-driver:2642 Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ibabb73c0ae0df2e530a68398f75c76e6b80c0701
2020-01-24MLCE-156: Add Division workload in CpuAccPablo Tello
Change-Id: I1f228fcaf1077867d9755a2b850c6703387fab34 Signed-off-by: Pablo Tello <pablo.tello@arm.com>
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