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path: root/src/backends/neon/workloads/NeonFullyConnectedWorkload.cpp
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2023-07-31MLCE-1092 Add Names to WorkloadsMike Kelly
* Added names to Workloads. * Workloads will be given the name of the Layer that created them. * Added new profiling macros to CL Neon and Ref that add the workload name to the event label * Updated workloads to use new macros. * Added missing profiling to Rank Workloads. * Fixed issue where ClConvolution2dWorkload was being reported as Undefined rather than GpuAcc. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I0a55eab6c2f455b73943aca8e99a247c3cb2a906
2023-05-23IVGCVSW-7732 Enable dynamic bias in FullyConnected in CpuAcc and GpuAccTeresa Charlin
* Dynamic bias are supported by ACL for this layer. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I428bd42a97e0c26c72f9925e3cb209c2fc9a650d
2023-05-11Revert "IVGCVSW-7454 Enable dynamic bias in CpuAcc and GpuAcc in Conv2d ↵TeresaARM
DWConv and FC" This reverts commit fecd9ed396705a17805ffc49839bd82ae24c892b. Reason for revert: IVGCVSW-7727 Dynamic bias CTS failing Change-Id: I53f67d60fca0e60a81298f90450ceef26b97c321 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
2023-05-09IVGCVSW-7454 Enable dynamic bias in CpuAcc and GpuAcc in Conv2d DWConv and FCTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib6914a9a208475b68e969eba6f70fae4061efa9b
2023-05-08IVGCVSW-7454 Fix CpuAcc FC dynamic weightsTeresa Charlin
* Pass to ACL the flag for constant weights and bias in FC, conv and DWconv workloads Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Iae2810c8d1a402d4afc1e757846665315a80d3ea
2022-12-12IVGCVSW-7209 Remove deprecated code due to be removed in 23.02Mike Kelly
* Removed weights and bias from Convolution, DepthwiseConv & FullyConnected layers * Removed the weight and bias ConstTensorHandles from the QueueDescriptors * Updated Workloads to take tensors from WorkloadInfo rather than the QueueDescriptors * Removed unused RedirectMembersToConstantInputs optimization and tests. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I9ffcdc4a1c0dff725539dd69fc435b700bd98a56
2022-05-23MLCE-825: Give reason when workload unsupported for Non Constant Weights/BiasFrancis Murtagh
* BackendHelper.cpp IsXXXLayerSupported doesn't get as far as Neon/Cl Validate functions where arm_compute::Status is returned. * Conv2d, Depthwise, DilatedDepthwise and FullyConnected * Tidy up if() -> if () * Clean up logic in FullyConnected so that isLayerSupported gets called Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I5da1a882f4a2f55e90aa984b2b9548a847cb3a2d
2022-05-13IVGCVSW-6260 ConstTensorsAsInput: Fully Connected Cl and Neon support.Cathal Corbett
* IVGCVSW-6940 ConstTensorsAsInput: DepthwiseConvolution2d - Complete Neon and Cl Bug Fix * Bug fix to enable Cl and Neon Backend Compatibility ConstantTensorsAsInputs * Updated Cl and Neon FullyConnected workloads to handle constant weights and bias as inputs rather than reading from member variables. * Prevent non const weights and biases passing CL and NEON validate for Depthwise Convolution. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I0f505ff5998a183152f843d0f6cc74327ba920e7
2022-02-08Handle optional biases better in Neon/Cl FullyConnected workloadsMatthew Bentham
Use armnn::Optional for optional bias TensorInfos, similar to how it's already done in Convolution etc. Fixes some test failures found using -fsanitize=undefined Change-Id: I7b887e63e2ffab14aeab14415069be738d938ebb Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
2022-01-26IVGCVSW-6685-6686 Modify workloads to extend Neon/Cl BaseWorkloadTeresa Charlin
* Neon workloads to extend NeonBaseWorkload instead of BaseWorkload * Cl workload to extend ClBaseWorkload instead of BaseWorkload Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I8f39a31a89a8865ac4acf18573ab290d548d2864
2021-12-15IVGCVSW-6626 Promote backend headers in backendCommon to armnn/backendsColm Donelan
Move the following header files from backendsCommon to armnn/backends. * MemCopyWorkload.hpp * TensorHandle.hpp * Workload.hpp * WorkloadData.hpp * WorkloadFactory.hpp Replace them with forwarding headers and a pragma deprecation message. Resolve the deprecation messages in Arm NN code. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I47f116b30f86e478c9057795bc518c391a8ae514
2021-08-10IVGCVSW-6249 Add ProfilingDetails Macros to all workloads in NeonKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I7be77712a9f790928219ce91222d46cc766ab9dd
2021-05-06IVGCVSW-5815 Generalise ConstCpuTensorHandleJames Conroy
* Generalises ConstCpuTensorHandle and inherited classes by removing 'Cpu' from aliases. * New renamed classes: ConstTensorHandle, TensorHandle, ScopedTensorHandle, PassthroughTensorHandle, ConstPassthroughTensorHandle. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I1824e0e134202735fb77051f20a7252f161dfe16
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
2020-11-13IVGCVSW-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
2020-04-10IVGCVSW-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
2020-01-13Rename quantized data types to remove ambiguity for signed/unsigned payloadsDerek Lamberti
!android-nn-driver:2572 Change-Id: I8fe52ceb09987b3d05c539409510f535165455cc Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-06-14IVGCVSW-3278 Cl and Neon TensorHandles inherit from common base interfaceDerek Lamberti
Change-Id: Ia68da09d8f0fb0a04af9cb61062d7edaa5f1b887 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-01-08Refactor: Don't include all ComputeLibrary function definitions everywhere.Matthew Bentham
Just include the function definition that is specifically needed for each workload. Also, tighten up the scope where Compute Library functions are available. Knocks about 30seconds off a 4m30s single-threaded compile of the Neon workloads. Change-Id: Idac438f3bc77ff978295fbc9505cb42447def145
2018-11-02IVGCVSW-1946: Remove armnn/src from the include pathsAron Virginas-Tar
Change-Id: I663a0a0fccb43ee960ec070121a59df9db0bb04e
2018-10-22IVGCVSW-1951 Update NeonWorkloadUtilsNattapat Chaimanowong
Change-Id: I147dbf6811f84ec4588264d636a36efc8ec56f72
2018-10-10IVGCVSW-1899 : Neon backend folder structureDavid Beck
armnn:149855 Change-Id: I26e8cf83422a65049386a5ebdb6d0001627aefaa
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