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2022-12-12Updates following execution of Includewhatyouuse on armnn/include.Colm Donelan
This tool forces explicit includes of all dependencies and highlights unused dependencies. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I92e449245246452a0227cbd13f9c082e2088bf8c
2022-12-07IVGCVSW-6853 Rewrite BuildArmComputePermutationVector()Teresa Charlin
* Some pemutation vectors were not converted correctly. * Add Transpose end to end test. * Comments added with an example to clarify the differences betweeen Transpose and Permute Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6c0954ca6ce00ef5f2a6f3625abe6f4fd27b5cdf
2022-11-22IVGCVSW-7080 Remove deprecated code due to be removed in 23.02Keith Davis
* Extended deprecation time of SubgraphView interface to 23.08 Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ic0a729ea31402f0b39724da47212ae5cc04465c4
2022-11-16IVGCVSW-7214 Disable BF16-Turbo-Mode and remove conversion layersRyan OShea
- Remove Bf16ToFp32 Conversion Layer - Remove Fp32ToBf16 Conversion Layer - Remove B16 Conversion tests * Throw exception if m_ReduceFp32ToBf16 optimzer option is set to true * Provide comments to enable fast math in order to use bf16 * Update docs to inform users to enable fast math for bf16 Execute Network Changes * Require bf16_turbo_mode to also have fast_math_enabled set to true - Remove setting m_ReduceFp32ToBf16 optimizer option Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ibaa6da9d29c96a1ce32ff5196b0847fde9f04a1c
2022-10-19MLCE-545 INT8 TFLite model execution abnormalKeith Davis
* Add functionality to print output tensors to file in tempdir * UnitTests Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Idfb4c186544187db1fecdfca11c662540f645439
2022-10-14IVGCVSW-7267 Make the AllowExpandedDims option workJim Flynn
Signed-off-by: Jim Flynn <jim.flynn@arm.com> Change-Id: I3573078206272c3a72a2b3acf8781ab458ea6c90
2022-10-03IVGCVSW-7227 Forward declare ILocalPacketHandlerSharedPtr in IRuntime.hppColm Donelan
* IRuntime.hpp includes one file from the profiling interface and it's causing some build problems for some users. Replace the include with a forward declaration of arm::pipe::ILocalPacketHandlerSharedPtr. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I6064e02db4ca056423bb448ddc0d712b50a704cb
2022-09-21IVGCVSW-6790 Adding runtime options to Doxygen.Colm Donelan
* Add a breakdown of the runtime options to the documentation. * Exclude test classes from Doxygen generation. * Limit the file extension selection for Doxygen generation. * Add the support library to be generated. * Fix some broken markups. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I81896f2d7fff503a1d51d6d4ac3876aa8b84118e
2022-09-07IVGCVSW-7159 Implement simple TOSA Reference Backend skeletonFrancis Murtagh
* Added files based on RefBackend * Added PreCompiled Workload skeleton * Increment ABI version of armnnTestUtils for CreateInput which had been left as pure virtual, added base implementation for it. * Add IsTosaLayerSupported() for Addition Change-Id: I4c963adf3f50593d17ecdf21554502a64ad3bd76
2022-09-06IVGCVSW-7155 SubgraphView::SubstituteSubgraph IOutputSlots incorrectly ↵Cathal Corbett
overridden Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: If594e291951a5f9ed1957a19a971c498f6e7843f
2022-09-06IVGCVSW-7006 Remove deprecated code due to be removed in 22.08Teresa Charlin
* AddConv and AddDWConv with weights and bias * ResizeBilinearDescriptor * b,blacklist option in accuracy tool !android-nn-driver:8172 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ibbc04fd18be7f938b11590bf67cd7af103cb4d99
2022-08-30IVGCVSW-7105: BatchMatMul Optional Parameter SupportSamuel Yap
* Added transpose parameters to pre-transpose each input tensor's slices * Added adjoint parameters to pre-adjoint each input tensor's slices * Small refactoring (BatchMatMulDescriptor static helpers and BatchMatMulImpl constructor) * Updated input validation and output shape inference for parameters * Additional layer unit tests for parameters added * Versionings incremented Signed-off-by: Samuel Yap <samuel.yap@arm.com> Change-Id: Ibe5242a8a5bf604c13de0dc65844fd6c421cc667
2022-08-05IVGCVSW-7111 change backend deprecation from 22.11 to 23.08Jim Flynn
Signed-off-by: Jim Flynn <jim.flynn@arm.com> Change-Id: I3a3aab7b5042349cb2df8517678306665e037610
2022-07-28Revert "Revert "IVGCVSW-6650 Refactor ExecuteNetwork""Teresa Charlin
This reverts commit 1a7f033768acb27da11503bd29abb468d2e77f9e. List of fixes to be able to add this code again: * "emplacing_back" the vector inputTensors into the vector m_InputTensorsVec outside the for loop * GetIOInfo() uses IOptimizedNetwork instead of INetwork, where the infered shapes are not saved * Add missing data type Signed32 to SetupInputsAndOutputs() * PrintOutputTensors() prints the actual output without dequantizing * Add profilingDetailsMethod as input in networkProperties in ArmNNExecutor constructor * Fix typos Change-Id: I91de166f87228282db3efa27431fe91458834442 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic6634d48892d11e5f146cdf285e1e333e93e9937 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2022-07-27IVGCVSW-7109: Add Batch MatMul front end support - ReferenceSamuel Yap
* Descriptors added for BatchMatMul * Layer definition added * Input validation added (will likely change when opt. param support comes in) * Ref workload implementation for BatchMatMul added (will also change with opt. param support) * Ref layer tests made for BatchMatMul * CMake and other build files updated Signed-off-by: Samuel Yap <samuel.yap@arm.com> Change-Id: Ic885301da543ee0fbe7922b85e7f9658c4efc617
2022-07-27IVGCVSW-6896 Fix pre-import when using sync execute.Colm Donelan
* Refactor backend capability checks in LoadedNetwork. * ImportInputs should check the number of tensors does not exceed the number of inputs. * In EnqueueWorkload the check for for the count of input tensors was ignoring pre-imported inputs. * Added checks to verify ImportInputs/ImportOutputs worked as expected in EndToEndTestImpl. * Improve documentation on ImportInputs/ImportOutputs in IRuntime.hpp. * Disabled import tests in CL and Neon EndToEndTests that cannot work. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: Iae4b2644a1c9f01ee72bce1afb211661cc9ae2e3
2022-07-27IVGCVSW-6620 Update the async api to use ExecutionDataMatthew Sloyan
* ExecutionData holds a void* which can be assigned to data required for execution in a backend. WorkingMemDescriptors are used in the Ref backend which hold TensorHandles for inputs and outputs. * Updated ExecuteAsync functions to take ExecutionData. * Added CreateExecutionData and UpdateExectutionData to IBackendInternal. * Streamlined experimental IWorkingMemHandle API by removing map related function and unused m_workingMemDescriptorMap from WorkingMemHandle. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I54b0aab12872011743a141eb42dae200227769af
2022-07-08IVGCVSW-7060 Add GetMemoryRequirements to IWorkloadFrancis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I8c59f1feb9c44351427715b08d762b5a73320af5
2022-07-08IVGCVSW-7034 Modified SubgraphView returned by GetWorkingCopy()Francis Murtagh
* Add virtual GetSlotIndex to IInputSlot * Fix logic in GetWorkingCopy to use index of slots; so as not to add slots to cloned subgraphView if not in original subgraphView * Add test to cover cases when not all inputSlots to subgraphView layer are part of the original subgraphView * Mark SubgraphView::GetWorkingCopy() as const Change-Id: I1d540f84c57f97f6c834ec06ca13393ffa55d379
2022-06-27IVGCVSW-6981 Remove deprecated code 22.05 [Post Release]Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I9ccaefbe28ea572e9e2b4a2168574804667f7460
2022-06-23NNXSW-3858: Get non-const IConnectableLayer from I/O slotsNabeel Ahmad
* Added non-const variants of existing const member functions in IInputSlot and IOutputSlot to retrieve non-const IConnectableLayer Signed-off-by: Nabeel Ahmad <nabeel.ahmad@arm.com> Change-Id: Ic3388b578324edb4d2cca36acce6560ad1ce83c5
2022-06-22Revert "Revert "IVGCVSW-6873 Import inputs but don't export outputs fails.""Francis Murtagh
This reverts commit a0f8b15d4ddb5075f380003ff31b271d389d3b66. Reason for revert: <Test ClDmaBufInternalTests review > Change-Id: Ibc4a77fa008643849da7330391942e4c87b941e2
2022-06-21Revert "IVGCVSW-6873 Import inputs but don't export outputs fails."James Conroy
This reverts commit 03bf98a8bc51ad20eef4b9ca5fbf6ce15e063721. Reason for revert: Caused failures in tests located in internal repo. Change-Id: If35cb0ede349b270e4e7827324382e09455d8cfa
2022-06-20IVGCVSW-6873 Import inputs but don't export outputs fails.Colm Donelan
Only one bool is used to indicate whether inputs should be imported. However, its possible for the user to want to import inputs but not export outputs. In addition it's possible for a user to enabled import during optimize but then pass a memory source that does not require import. * Add m_ExportEnabled to INetwork.hpp. * Modify Network::dNetwork to consider both m_ImportEnabled and m_ExportEnabled. * Add ValidateSourcesMatchOptimizedNetwork to LoadedNetwork to validate import options between optimize and network load. * Update the TfLite delegate consider exportEnabled flag in the optimizer. !armnn-internal-tests:425350 Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I776eab81595898e43f91ab40306962eae61329f4
2022-05-18IVGCVSW-6929 Support for models with implicit expandedMike Kelly
dimensions * Added allow-expanded-dims to TFLite parser and ArmNN delegate * If true ArmNN will disregard dimensions with a size of 1 when validating tensor shapes. Tensor sizes must still match. * This allows us to support models where tensors have expanded dimensions (i.e. extra dimensions with a size of 1). * Fixed bug in Network where it assumed that only the first option could be ShapeInferenceMethod. * Fixed bug where m_ShapeInferenceMethod was lost when copying or moving Graphs. * Changed Delegate to pass "infer-output-shape", "allow-expanded-dims" and other BackendOptions through to the Network during construction. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ibe7c5ae6597796fc9164cb07bd372bd7f8f8cacf
2022-05-18Remove use of PostAllocationConfigure from ExecuteAsync callsFinn Williams
* Resolves: IVGCVSW-6952 Signed-off-by: Finn Williams <finn.williams@arm.com> Change-Id: Ic85bd5267cf94e0ee8461ff4e62b9db3cb80877a
2022-05-18BugFix: Overload Deprecated IsUnidirectionalSequenceLstmSupportedFrancis Murtagh
* Signature change is ABI/API break, overloaded and forwarded to new function. Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I8590a6fd65986b5aeff905c1e761cb5c51042e99
2022-05-16IVGCVSW-6124 ConstTensorsAsInput: Conv2d - FrontEndKeith Davis
* Update Front-end and Tools. * Updated Serializer, Deserializer and unit tests to reflect this. * Updated TfLiteDelegate, TfLiteParser and OnnxParser. * Updated Ref. * Fixed resulting Neon / CL tests * Unified optimizers for conv2d ops * Optimizer Fix - Fp32ToBf16 * Partial implementation for ACL backends to fix VTS failures !android-nn-driver:7477 Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I5fb18877f7ee32643e15a9818945356274bb401b
2022-05-05IVGCVSW-6127 ConstTensorsAsInput: DepthwiseConvolution2dCathal Corbett
!android-nn-driver:7418 * Update Front-end and Tools. * Updated Serializer, Deserializer and unit tests to reflect this. * Updated TfLiteDelegate, TfLiteParser and OnnxParser. * Change NNDriver to new API. * Updated Ref. * Neon and Cl backend partially completed (Backend.cpp files). * Added dynamic or constant input EndToEnd tests. * Added ConstantTensorAsInputMemeberVariableRedirect Optimization. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Ib18b6c10a093042e165e25237dc04a4c67ba82da
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
2022-05-03IVGCVSW-6856 Add GATHERNd FrontEnd and Ref ImplementationTeresa Charlin
* Add front end * Add reference workload * Add unit tests * Add EndToEnd test Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I4cebd17b18476df86162e2dda3366c10e80bd2f8
2022-04-22MLCE-604 Add Unidirectional Sequence Lstm support to TFLiteMike Kelly
* Added Unidirectional Sequence Lstm support to TFLite Parser * Added support for float operations with int8 weights to TFLite Parser * Added to Conv2d, Conv3D, DepthwiseConv2D, FullyConnected, TransposeConv and UnidirectionalSequenceLstm * Renamed subgraphIndex to subgraph to fix name-shadowing warning. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I818976ab88abc05dcb4bad246fb4108e6e879283
2022-04-11IVGCVSW-6707 Enables a bare metal compileJim Flynn
Change-Id: Icc2f83c5f27f413758fee3e5c1445e9fc44f42c8 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2022-04-01IVGCVSW-6732 Tests surrounded in '#if defined(ARMNNREF_ENABLED)' in ↵Cathal Corbett
android-nn-driver do not execute. * Change to src/backends/cl/workloads/ClLstmFloatWorkload.cpp fix LstmTests_GpuAcc tests. * Change to src/backends/cl/workloads/ClConvertFp16ToFp32Workload.hpp & ClConvertFp32ToFp16Workload.hpp fix MeanTests_GpuAcc and Convolution2DTests_1.1 tests. * Added UnitTests to src/backends/cl/test/ClImportTensorHandleTests.cpp to test import on Convert Layers. !android-nn-driver:7264 Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I0c46dc4b9c54eca8771ab12ed0302b6224606957
2022-03-23IVGCVSW-6706 Move headers to profiling/client/includeJim Flynn
!android-nn-driver:7337 Change-Id: Ide401623829cc99fb9b51e9bbce3482ce706a8dd Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2022-03-16IVGCVSW-6852 Break the remaining dependencies on Arm NN in the profiling codeJim Flynn
Change-Id: I18b8ca22896567904768170350ee5eb22edd4a22 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2022-03-14IVGCVSW-6847 replace armnn:Optional with arm::pipe::Optional in profiling codeJim Flynn
Change-Id: I048c538d4f8c21770aec2b2751c934d9fa15a4dc Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2022-03-09IVGCVSW-6821 Remove dependency on armnn::Exception classes from the ↵Jim Flynn
Profiling code Change-Id: Id46a9a0576091df21b2af5b472f1ca5c6335e8a3 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2022-03-08IVGCVSW-6820 Remove dependency on Runtime.hpp from IBackendProfiling and ↵Jim Flynn
IBackendProfilingContext Change-Id: I9ea1da47198a2d60d1a2b81905083d1dfe6b90d5 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2022-03-03IVGCVSW-6811 replace ProfilingService includes with IProfilingServiceJim Flynn
Change-Id: I00521756c8a19d10bfdc98c6ef4204c7f84901c6 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2022-03-01IVGCVSW-6704 Change the namespace from armnn::profiling to arm::pipeCathal Corbett
* Updated ABI version to 29 due to being the first ABI break in 22.05 !android-nn-driver:7226 Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I9c50007dcd5b5e792757e7bd1213606df5ffec36
2022-02-16Refactor Forced ImportFinn Williams
* Find and replace all workloads associated with imported IO * Only attempt tensorhandle replacement if supported by all workloads * Add new RefBaseWorkload to enable forced input for ref backend * Store imported tensorhandles in preImportedTensorhandles instead of outputHandles * Create pre-imported tensorhandles at network load-time * Front load import workload validation to load network time * Only call ReplaceTensorHandle when needed Change-Id: I3816a71b7f57ae90388bb16462a75d4ef3544fa7 Signed-off-by: Finn Williams <finn.williams@arm.com>
2022-02-16IVGCVSW-6399 Remove deprecated code 22.02 (FullyConnected)Francis Murtagh
* Remove deprecated INetwork::AddFullyconnectedLayer() taking weights as argument as they are now taken as separate input layers. * Updated test that was using the deprecated function. * Remove calls in pyarmnn Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ibc52ac7fa57afd9033eb226bbc24a09e88a7d361
2022-02-14IVGCVSW-6708 Break Profiling Dependence on IRuntime ExternalProfilingOptionsJim Flynn
Change-Id: I30a46f3368bbbf33019eac4fa1245f6ff69deacd Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2022-02-07IVGCVSW-6711 Async Execute Test fails on 32bit raspiRyan OShea
* Replace memory area with vals in tensor creation Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Id92173a515e643d14bd9e24eac1cb834ae55bd1e
2022-02-06IVGCVSW-6747 Call Cl sync after EnqueueWorkloadNarumol Prangnawarat
* Add AfterEnqueueWorkload to IBackendContext * Implement AfterEnqueueWorkload in ClBackendContext to call Cl sync * Set allocated data on outputhandler only once * Handle PreImportedHandles and CurImportedId the same way as Async Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I9f59d57e298d4a494569faec3078d66af799f77b
2022-02-03IVGCVSW-6634 SubgraphView: Add method of returning a GetSubgraphWorkingCopyFrancis Murtagh
* Add pointer to SubgraphView allowing it to store a working copy implementation of its own representation of graph. * Make SubgraphView a friend of Graph to allow access to layers. * Add constructor to SubgraphView taking SubgraphViewWorkingCopyPtr * Rewrite Graph::SubstituteSubgraph for use on SubgraphView * Add GetWorkingCopy() method * Add tests for replacement of multiplication with DepthwiseConv2d * Check GetBackendHint() has value before passing to PrecompiledLayer * Add GetOwningIConnectableLayer to IInputSlot to allow traversing from IConnectableLayer->IOutputSlot->IInputSlot->IConnectableLayer Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Iaaef14448d8b73867eaee9d69f4f98d5d1bf171c
2022-02-03IVGCVSW-6724 Accessing ConstTensors from IConnectableLayerNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I01f42a520d15c6dabd2f77c7715c91b8f7026476
2022-02-02IVGCVSW-6639 Add GetParameters to IConnectableLayerJim Flynn
Change-Id: Id55a460ecb510f5b30235b03f54390f2c8188fc2 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2022-01-31IVGCVSW-6552 Add support of aligned host memoryNarumol Prangnawarat
* Add AllocatedData functions to OutputHandler * Enable import aligned memory in ImportInputs * Enable import aligned memory in ImportOutputs * Allow to import input and output if the memory is aligned * Implement Reconfigure function on ClConvolution2dWorkload * End-to-end test on Ref and Cl to ensure that input and output memory are imported when aligned Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I9e5e4c26d1ac2f1d806803ade5f64c6479c51718
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