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path: root/src/backends/neon/NeonLayerSupport.cpp
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2022-05-13IVGCVSW-6175 Add Pooling3d to NeonRyan OShea
* Add IsSupported for Pooling3d * Add CreateWorkload case for Pooling3d * Create new NeonPooling3dWorkload header and source files * Add Pooling3d workload to NeonWorkloads.hpp * Add float32 tests for Pooling3d workload * Add Uint8 tests for Cl and NE pooling3d Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ic992e1233d1eb8db52df2c8446183df1c907bc4d
2022-05-06IVGCVSW-6936 Add SQRT support to NeonTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I195957541069cb52cdd2c8aead0e4a34498a6f38
2022-05-05IVGCVSW-6862 Add GATHERNd Neon workloadTeresa Charlin
* Changing the test in the delegate to match one of the unit tests Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I553ca266116ba8ee173fc951ab1ffd2b6eed1428
2022-05-05IVGCVSW-6806 Add Unidirectional Sequence Lstm support to NeonMike Kelly
* Corrected TensorInfo order for IsUnidirectionalSequenceLstmSupported * outputStateOut TensorInfo is not optional. * cellStateOut TensorInfo is not optional. * TensorInfo Order matches other QLSTM/LSTM layers. * Added missing parameters to UnidirectionalSequenceLstmOperator for delegate. * Added quantized UnidirectionalSequenceLstm support to Neon !android-nn-driver:7457 Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I26dde1bb96793dd25eb9081ca5ae5f63752288c4
2022-03-03Revert "Revert "IVGCVSW-6267 Add support of Unidirectional Sequence Lstm ↵Cathal Corbett
fp32/fp16 to Cl"" This reverts commit 79cef69b1ec58f9ce010461eaaad04c896a4fe15. Reason for revert: 22.05 release. Change-Id: Id2ecbf563e8808694fb8605604e8c3c39c29cec2
2022-03-03Revert "Revert "IVGCVSW-6268 Add support of Unidirectional Sequence Lstm ↵Cathal Corbett
fp32/fp16 to Neon"" This reverts commit f87b90e4dbb906436cf205a2a19e199bfe9224ed. Reason for revert: 22.02 release. Change-Id: I1ca5a79a8957908f655a6c4e79eefa24c5aec645
2022-02-23Revert "IVGCVSW-6268 Add support of Unidirectional Sequence Lstm fp32/fp16 ↵Cathal Corbett
to Neon" This reverts commit b0baff73b1574a198e57d46fcd704cedc43cea16. Reason for revert: cannot update ACL pin until 22.02 release. Change-Id: I049a125ba3b6a9b1cd6514ef9dd14d807773ed00
2022-02-23Revert "IVGCVSW-6267 Add support of Unidirectional Sequence Lstm fp32/fp16 ↵Cathal Corbett
to Cl" This reverts commit ad9171701e6032b3ddf3573f85780bae30c512c6. Reason for revert: cannot update ACL pin until 22.02 release. !ComputeLibrary:7150 Change-Id: Ic19a3c2fe5d6f7e5568174f18ea73684b269f72d
2022-02-22IVGCVSW-6267 Add support of Unidirectional Sequence Lstm fp32/fp16 to ClCathal Corbett
!ComputeLibrary:7150 Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I01690e6555978d93c41d09bbe5378683bc925f61
2022-02-21IVGCVSW-6268 Add support of Unidirectional Sequence Lstm fp32/fp16 to NeonCathal Corbett
!ComputeLibrary:7150 Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I3de48ffc8d08c95a22705e2b68d069791bddae73
2022-01-19IVGCVSW-6629 Stabilize the ILayerSupport interface with unified strategy.Cathal Corbett
* New Virtual Function Added. * Implemented in Ref Neon CL with switch statement for all layers. * Deprecate original IsXXXLayerSupported functions. * Ensure Npu not broken with change. Change-Id: Icf61b16beec83d6af1cb287e24ab1e98a6138c8c Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
2021-10-27IVGCVSW-6170 Add CpuAcc Conv3d WorkloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I3a5bfef5a0085d172fd3689e67f25af909ace2ee
2021-10-13Revert "Disable Sin support in Neon"ryan.oshea3
This reverts commit 89fd793e179bf250c6c390c08dc42760343aa21b. Reason for revert: Issue resolved Change-Id: I3acba62b553c4e7b739167c8ef4a6abc6936adf8
2021-10-02IVGCVSW-5985 Remove deprecated codeJan Eilers
* Removes deprecated AddLayer, IsLayerSupported functions * Marks the whole LayerVisitor class as deprecated not just the constructor. This required to wrap all Accept functions in a no deprecate macro because the LayerVisitor is used as a parameter in there * Removes usage of deprecated LayerVisitor and replaces it with ExecuteStrategy. This required a few structural changes in the unit tests * Adds a default implementation for IStrategy called StrategyBase * Changes pyarmnn to use non deprecated constructor for INetworkProperties and adds related unit test * Marks usage of deprecated code in pyarmnn as deprecated. This required to extend INetworkProperties to allow backwards compatibility * Removes deprecated functions from CpuAcc, GpuAcc and Ref backends Note: This patch breaks compatibility with backends that are not updated in this patch !android-nn-driver:6325 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Id13b6f37a74d26eadeda2da1dc92915e725ed5a5
2021-09-29IVGCVSW-3707 Add Channel Shuffle Workload to CpuAcc backendTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I2e3dee3c73fe58c7cfcb3ce3667884202f46e6aa
2021-06-24Disable Sin support in NeonNikhil Raj
* Disabling until ACL fixes COMPMID-4586 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Icabfa20062561201b6d7f850443a7eb2fad64e7b
2021-06-16IVGCVSW-6088 Add Sin and Log to ElementWiseUnaryTeresa Charlin
* Ref workload * Cl workload * Neon workload * Serializer * Deserializer * Remove boost include from TensorTest.cpp Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I498548169cc77609c55cf3105f1de5a7429772cf
2021-04-22IVGCVSW-5419 'Add ACL Support for CAST Operator'Sadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I481343af311cf3cbc81eee80e80d8b5581fdfd7b
2021-02-09MLCE-347 'REDUCE_MIN, REDUCE_MAX, REDUCE_SUM Support'Sadik Armagan
* Added TfLiteParser support for REDUCE_MIN and REDUCE_MAX operators * Added ACL workloads support for REDUCE_MIN, REDUCE_MAX, and REDUCE_SUM operators * Added TfLite Delegate support for REDUCE_MIN, REDUCE_MAX, and REDUCE_SUM operators Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I8085d59946bfd4ab78a59a61f899031ae53371a8
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
2020-09-14IVGCVSW-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
2020-07-31IVGCVSW-4712 Fill layer datatype adjustmentsTeresa Charlin
* Input layer to be int32 instead of same type as output * Enable float16 end to end tests * Neon and Cl layer support check for backend Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6bc889077c8da63eeff66bd45730ce5d8783c419
2020-07-24IVGCVSW-3897 Add NEON LOG_SOFTMAX WorkloadKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I632b5ac7f188853de68e232e81568b3fca238d42
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
2020-05-29IVGCVSW-3846 Add NEON GATHER WorkloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I1a66fdad63cef16866d9dfcb8a339647f856e1d4
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
2020-04-30IVGCVSW-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
2020-03-31IVGCVSW-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
2020-03-10IVGCVSW-4482 Remove boost::ignore_unusedJan Eilers
!referencetests:229377 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ia9b360b4a057fe7bbce5b268092627c09a0dba82
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
2020-02-21IVGCVSW-4456 Disable NEON PostDetectionProcessJames Conroy
* Reverting to CpuRef workload because it currently has better performance. * Disabling NEON EndToEnd tests. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Idd5314e46c50581ef4bec24e391779188f20951b
2020-01-29IVGCVSW-4149 Enable quantisation multiplier > 1 in all convolutionsRyan OShea
Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Change-Id: I9652844a868ce8e05c0433c051e7079cf203c422
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>
2020-01-24IVGCVSW-4374 Add NEON backend support for SpaceToBatchNdMike Kelly
* Added NeonSpaceToBatchNdWorkload class. * Added CreateSpaceToBatchNd implementation to NeonWorkloadFactory. * Added IsSpaceToBatchNdSupported implementation to NeonLayerSupport. * Enabled SpaceToBatchNd tests on Neon backend. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ic7d469a380482ec9febd44450f72dd7e53cda03f
2020-01-23IVGCVSW-4259 Add frontend and reference workload for UnaryOperationLayerjosh minor
* Added new layer named ElementwiseUnary * Deprecated existing Abs/Rsqrt layer functions * Updated existing Abs/Rsqrt test infrastructure to use new layer * Added boilerplate for new Exp,Neg,Sqrt elemwise op layers * AbsQuantize test removed pending future commit * Serialization support added !android-nn-driver:2550 Change-Id: Ic595c645925e17b45db568187fd05646daf2e87f Signed-off-by: josh minor <josh.minor@arm.com>
2020-01-03IVGCVSW-4246 Clean build of parsers with -WextraDerek Lamberti
Change-Id: Ib00f185b431ab74fd9425d8f478bd2ddb182f74b Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-01-02IVGCVSW-4246 Clean build of backends with -WextraDerek Lamberti
Change-Id: I9e8d5576b3ec04c871785d5f2f9545bf1136e59b Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-12-09IVGCVSW-4227 Add CpuAcc backend support for DetectionPostProcessDerek Lamberti
Change-Id: I318bf92b8d1db593d9c30b9b4412bfecbe65bc12 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-11-27IVGCVSW-4148 Extend reporting of quant multiplier > 1 as unsupported on ACL ↵Aron Virginas-Tar
to per-axis case Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I66a8360b6d86e95325dee58927dcbe62ccf6ad58
2019-11-26IVGCVSW-3866 Add support for per-channel QSymm8 Convolution2d to Neon backendAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: If7d366b2894050c53a651016165f34be1a2ce7a6
2019-11-21IVGCVSW-4148 Report quant multiplier > 1 as unsupported for ACLJames Conroy
* This is a temporary measure that needs to be removed when quantization multiplier > 1.0f support has been added for NEON and CL. * Layers affected: convolution, depthwise convolution, dilated depthwise convolution and transpose convolution. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Ief1aec2ff0eedf8250f6a8675288e1c343dcfce4
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