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2024-05-13Add deprecation notices for items to be removed in 24.08.Colm Donelan
* Onnx parser. * Async execution interface. * Shim and support library. * Arm NN converter * GpuFsa backend. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: Ia9adae4da6d9bd2b92a4f4492a022e8337f57f14
2024-04-09IVGCVSW-8298 Fix failing fsrcnn testNikhil Raj
Change-Id: I03c26ab763ec306a6efe31f9b4e0b1c058589bf7 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2024-03-28MLCE-1245 Fixing runtime memory handling in delegate and ArmNN executor.Colm Donelan
Neither the armnn_delegate nor the ArmNNExecutor unloaded their network before being destructed. This was leaking significant memory. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I61db2e6cbbff4ec4771e86ac71eab90c02389c9e
2024-03-12IVGCVSW-8232 ScatterNd added to delegate and opaque delegateKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I5839f54c71f74eaa6819333393bb3054db9db5be
2024-03-04IVGCVSW-7572 Only print JSON profiling once per ArmnnSubgraph.Colm Donelan
Previously the JSON profiling was printed once per delegate invoke call. Modify that to print only once per ArmnnSubgraph. Data from multiple inferences is grouped together. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I1beb60eae4685c8e628dd1939f41bd649fc2a6ba
2023-11-13MLCE-1138 Issue with Delegate supporting FP16 modelsMike Kelly
* Fixed issue where backends were asked to support FP16 layers that would be optimized out. * Fixed issue where backends were asked to support non-constant filter and bias tensors when those tensors would be replaced by constant tensors during optimization. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ib54b9cb99d5014e27172841a665daf57d1d5b23d
2023-11-03IVGCVSW-8117 Add log message to Delegate stating backends addedKevin May
* This helps debug when running the DTS Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I623001529e8b56f654e0d93cbb96d3f5b38a7882
2023-11-01IVGCVSW-8112: Print caught exceptions to console in the delegateCiara Sookarry
Signed-off-by: Ciara Sookarry <ciara.sookarry@arm.com> Change-Id: I16ef18a4d4afce0ae17c98cfb5267f51b7708539
2023-10-25IVGCVSW-7722 Add ArmNNSettings to Opaque DelegateTeresa Charlin
* Fix order for reading options to read backend first independently of the order given Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ia87b5920c7cd79b3e66bb6e5779e2355b21a7ec6
2023-10-12Revert "Revert "MLCE-1093 Reshape and concat invalid results""Mike Kelly
This reverts commit 008270f8c1359a7d62c2f881326b4d3f0d8b7b56. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: If8f5151aa349ff3834f03391e813669e5c51ed66
2023-10-06IVGCVSW-8081 DTS: Fix Unspecified dimension while using ↵Idriss Chaouch
ShapeInferenceMethod::ValidateOnly Signed-off-by: Idriss Chaouch <idriss.chaouch@arm.com> Change-Id: Iac4a81ecda50bb179a718522d87caea1fd3760fd
2023-10-04IVGCVSW-7748 DTS: Fix default scale/offset issueIdriss Chaouch
Signed-off-by: Ciara Sookarry <ciara.sookarry@arm.com> Signed-off-by: Idriss Chaouch <idriss.chaouch@arm.com> Change-Id: I21c8811d696d871d5c6b41df036c791ac4828ff4
2023-10-03IVGCVSW-7749 DTS: Fix reshape floating point exceptionTianle Cheng
* Updated Opaque Delegate, TfliteParser, OnnxParser, and Deserializer to handle the Zero In Shape edge case Signed-off-by: Tianle Cheng <tianle.cheng@arm.com> Change-Id: I4a0d1e72a66de1fa56de99af9b6730a84e0ff596
2023-09-29IVGCVSW-8055 Add support for GELU activation function.Teresa Charlin
* Add support to CpuRef, CpuAcc and GpuAcc * Add support to tflite parser, classic and opaque tflite delegates * Add support to serializer and deserializer * Add Unit tests Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ibc60ef2ef2a051e6d9af6e15d24c46316ec19de4
2023-09-22IVGCVSW-7954 Upgrade Arm NN to Tensorflow 2.14Matthew Sloyan
* Added initializers for async_kernel and inplace_operator during Classic Delegate registration. * Updated failing Delegate unit tests. * Updated experimental Opaque Delegate header paths. * Updated libraries in FindTfLite.cmake for building with a debug TensorFlow build. * Update get_tensorflow.sh to TensorFlow 2.14 Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Signed-off-by: Idriss Chaouch <idriss.chaouch@arm.com> Change-Id: I084d54bcd1cd941d7cab8122bc244d94821ce6fc
2023-09-12IVGCVSW-8037 Add BROADCAST_TO to tflite classic and opaque delegate.Idriss Chaouch
Signed-off-by: Idriss Chaouch <idriss.chaouch@arm.com> Change-Id: Ibc145d0ea1ac9414b6a68b5b547bf2ea2852fd36
2023-08-21IVGCVSW-7964 Fix UnidirectionalSequenceLstmNarumol Prangnawarat
* Fix incorrect batch size and time size * Fix incorrect time major when max time =1 * Fix incorrect permutation * Fix incorrect scratch buffer * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I510fae55528be412a58d020e82bd283852e7800b
2023-08-11Revert "MLCE-1093 Reshape and concat invalid results"Nikhil Raj Arm
This reverts commit 4980e21193f0a14fef084a7f4b4197392f3c0845. Reason for revert: Android Build for v82a failed due to schema not re-generating Change-Id: Ic19cf471b487f321c97ff837d36526512fb12fa4
2023-08-10MLCE-1093 Reshape and concat invalid resultsMike Kelly
!android-nn-driver:10089 * Disabled SubTensors on CL and Neon Backends. * Added Axis to ViewsDescriptor to store the value where ever possible. * Updated Splitter tests to provide all the information needed in the Descriptor. * Updated Serializer and Deserializer to handle axis. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I6a22d4750e04003689495b5e9e3c33deb37162bd
2023-08-04IVGCVSW-7676 Audit the use of ARMNN_ASSERTRyan OShea
* Replace most ARMNN_ASSERT's from tflite parser * Replace most ARMNN_ASSERT's from onnx parser * Replace some ARMNN_ASSERT's from tflite delegate * Replace some ARMNN_ASSERT;s from include files Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ie052e0180060203f28f64ebf54acad298f431caf
2023-08-03MLCE-1092 Added layerNames to classic delegateMike Kelly
* All layers added through the classic delegate will have a name that includes the nodeIndex from the tflite model. * Added utilities to ClassicDelegateUtils to get the names for the layers. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Iac567486d1f91c0a99b77ed8963f6b6ca26b0b59
2023-08-01IVGCVSW-7899 Cannot handle tensors with more than 5 dimensionsMike Kelly
* Fixed issue where then dimensions specificity didn't match the number of dimensions. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ic4da6f23c1e8ca38f321aa88c69ef57558a8f393
2023-08-01IVGCVSW-7451 LEAKY_RELU not supported by delegateTianle Cheng
* Added LEAKY_RELU support to classic and opaque delegate * CMake files updated * Test added Signed-off-by: Tianle Cheng <tianle.cheng@arm.com> Change-Id: Ib9a2ce8f637b14afcd796bbae11fd3fa03653a2c
2023-07-28IVGCVSW-7886 Add TILE to delegate and opaque delegateTianle Cheng
* Adding support for Tile in classic and opaque delegates * CMake files updated * Tests added Signed-off-by: Tianle Cheng <tianle.cheng@arm.com> Change-Id: I9b52cea3480eb71961cbccb1a346805f73b5661a
2023-07-18IVGCVSW-7834 Add REVERSE_V2 to classic and opaque delegatesTracy Narine
* Adding support for ReverseV2 in the classic and opaque delegates * CMake files updated * Tests added * Gpu/Cpu Acc tests compiled out until functionality is written Signed-off-by: Tracy Narine <tracy.narine@arm.com> Change-Id: I8b41b7e71f2e28e5ea8dddbd00657900e6d7ab9a
2023-05-17IVGCVSW-7400 POW IVGCVSW-7278 SQUARED_DIFFERENCE.John Mcloughlin
* Added 2 new operators as ElementWiseBinary ops * Ref End to End and unit tests * Serialize and Deserialize tests * Delegate and Opaque Delegate tests * TfLite Parser tests Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Change-Id: I537158127f602f0c41ca0402aa31655cd3bd4281
2023-05-08BugFix: Calculate explicit padding for Delegate Transpose Convolution using ↵Matthew Sloyan
output size * Added fix to Classic and Opaque Delegate which now matches the TfLiteParser. * Removed uses of single parameter IsValid function in classic Convolution visit functions. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I5be91ec25c11354a9b8472d0a429e71e02df6f9c
2023-05-05MLCE-1050 Error handing Slice operatorsMike Kelly
* If the dimension Size[n] in a Slice is -1 then it should be treated as "InputShape[n] - Begin[n]" but the Delegate simply cast the Size to uint and treated it as 4294967295. * Added the layer name that includes the node index to the Slice to aid debugging. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I45fa88b24982c3c97f48d0dc05cf7d9bb6db4074
2023-05-04IVGCVSW-7605 IVGCVSW-7604 Implement Squeeze and ExpandDims operators for ↵Matthew Sloyan
Classic and Opaque Delegate * Implemented unsupported operators in Classic Delegate. * Added unit tests. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib39eeea53c114b15943e8dc2e796ce64c40cb3a5
2023-05-02IVGCVSW-7603 Implement Reshape operators for Opaque DelegateMatthew Sloyan
* Moved CreateOutputTensorShape function to common DelegateUtils.hpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I3d8a9834ecd6b7cda170cce958677a0dde62824a
2023-04-28IVGCVSW-7588 Implement ElementWiseBinary Op for Opaque DelegateDavid Monahan
* Added visit functions for ElementwiseBinary Ops * Moved MultiLayerFacade.hpp to common directory and updated both delegates to use it Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I84b8bd74d15a194895e63da47c29be994531a889
2023-04-26IVGCVSW-7579 IVGCVSW-7581 IVGCVSW-7583 Implement Comparison, Concat and Mean ↵Matthew Sloyan
in Opaque Delegate * Removed input slot check from Connect function as number of TFLite and Arm NN inputs can differ. * Moved SetupConcatViewOrigin function to DelegateUtils.hpp * Simplified validation checks in VistConvolution functions as IsValid and IsDynamic were already being called. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I858dbe4b643f9d350d9c38ea255ce5effbda4612
2023-04-19GitHub #640 Add support for CEIL operatorTeresa Charlin
* Reference workload * TfLite Delegate * TfLite Parser * Serializer and Deserializer * Changed fallback tests in delegate to use COS instead of CEIL Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I36e0dbff33694182d1dba0c95d463506428e2f04
2023-04-12IVGCVSW-7197 Implement Pimpl Idiom for OptimizerOptionsJohn Mcloughlin
Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Change-Id: Id4bdc31e3e6f18ccaef232c29a2d2825c915b21c
2023-04-07IVGCVSW-7563 Implement DelegateTestInterpreter for opaque delegateMatthew Sloyan
* Added opaque delegate DelegateTestInterpreter implementation * Moved classic specific tests to ArmnnClassicDelegateTest.cpp * Moved opaque specific tests to ArmnnOpaqueDelegateTest.cpp * Removed ArmnnDelegateTest.cpp * Moved TfLiteStableDelegate implementation to armnn_delegate.cpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ifc92b6fb38dc370f3fb88a4daca56d457e74bc2e
2023-04-06IVGCVSW-7197 Implement Pimpl Idiom for Delegate OptionsJohn McLoughlin
* ABI break on the delegate interface. Bumping the version number. Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Change-Id: I6ef3bc1ea240ef08b67bb3cb9d363a5bbbbdd906
2023-04-05IVGCVSW-7562 Implement DelegateTestInterpreter for classic delegateMatthew Sloyan
* Updated all tests to use new DelegateTestInterpreter. * Fixed some unit tests where the shape was incorrect. * Add file identifier to FlatBuffersBuilder, as it is required for validation when creating the model using new API. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I1c4f5464367b35d4528571fa94d14bfaef18fb4d
2023-04-03IVGCVSW-7558 Implement Delegate UtilsMatthew Sloyan
* Implement OpaqueDelegateUtils.hpp using new accessors. * Moved classic delegate utils to ClassicDelegateUtils.hpp. * DelegateUtils.hpp now contains common utils. * Removed unused ConnectConstant function. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I0fa611c82f5c06b0b7e0c37bfc343e09fb6a96c9
2023-03-31IVGCVSW-7556 Introduce Opaque Delegate APIFrancis Murtagh
* Also added cmake for the new layers to reduce merge conflicts. Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ieb59aa2b7e2a18c57c9357b8d5b5cd63d8211c85
2023-03-28IVGCVSW-7555 Restructure DelegateTeresa Charlin
* New folders created: * common is for common code where TfLite API is not used * classic is for existing delegate implementations * opaque is for new opaque delegate implementation, * tests is for shared between existing Delegate and Opaque Delegate which have test utils to work which delegate to use. * Existing delegate is built to libarmnnDelegate.so and opaque delegate is built as libarmnnOpaqueDelegate.so * Opaque structure is introduced but no API is added yet. * CmakeList.txt and delegate/CMakeList.txt have been modified and 2 new CmakeList.txt added * Rename BUILD_ARMNN_TFLITE_DELEGATE as BUILD_CLASSIC_DELEGATE * Rename BUILD_ARMNN_TFLITE_OPAQUE_DELEGATE as BUILD_OPAQUE_DELEGATE Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib682b9ad0ac8d8acdc4ec6d9099bb0008a9fe8ed