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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
2023-11-15IVGCVSW-7936 Update ArmNN minor version and opaque delegate versionNikhil Raj
* Opaque delegate was broken by https://review.mlplatform.org/c/ml/armnn/+/10493/ * Updated ArmNN minor version in pyarmnn Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I9eb3a2901c9383b95079b092e05373680781b1ab
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
2023-11-10IVGCVSW-7753 Tweak to Opaque delegate exception catchingDavid Monahan
* Updated the exception catch when calling EnqueueWorkload to also print the exception to std::out when caught. Helps greatly with debugging Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I8e9dd4d69986543ff33cd91703bb381d4d062b22
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
2023-10-05IVGCVSW-8060 Add ArmNNSettings parser function for Opaque DelegateTeresa Charlin
* Add Unit Tests * Update DelegateOptions constructor Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I0e88403ac280e4cf8710ae7ee38b3b56dba42adc
2023-10-05IVGCVSW-7750 DTS: Fix ElementWise isnan assertDavid Monahan
* Removed the ASSERTS in TypesUtils.cpp in favour of InvalidArgumentExceptions instead * Added a try/catch block when calling EnqueueWorkload to catch Exceptions raised by bad inputs Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Icade014ec75db13722eb5d8adc7bdb93c8862417
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 opaque delegateMike Kelly
* All layers added through the opaque delegate will have a name that includes the nodeIndex from the tflite model. * Added utilities to OpaqueDelegateUtils to get the names for the layers. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Iadcc21646d0b6fcc2c524d6239211ad3af6b6577
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
2023-05-18IVGCVSW-7735 Opaque Delegate CleanupRyan OShea
* Move TFL_TheStableDelegate to opaque/armnn_delegate_external.cpp * Change TFL_TheStableDelegate to extern variable * Remove duplicated opaque test sources * Add support for missing Fill operator * Enable support for Mirror Pad * Fix failing Split tests Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I7f8d8b4269bb4fbe27b6f47709cbd828554d37d8
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
2023-05-08IVGCVSW-7626 Add Execute Network for Opaque DelegateNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ibdded86713368ecfdf31c4118dfe8a3404d1e3b8
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
2023-05-05IVGCVSW-7423 Add ArmnnDelegatePluginNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ie02021ac56a512598760e4c6d05ef1a80f4aec8d
2023-05-05IVGCVSW-7618 Implement UnidirectionalSequenceLstm operator for Opaque DelegateMatthew Sloyan
* Intermediate tensors aren't accessible through the new Opaque interface yet, so we have to cast to TfLiteNode for now. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ifd91131e5d5ff6cc057b80729fea9afa68ed240b
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
2023-05-04IVGCVSW-7612 Implement Split OperatorsDavid Monahan
* Added implementation for Split / SplitV in Opaque Delegate Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I1ad2925aece7d4e0567e63ecb768348152a70a7a
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-7610 IVGCVSW-7616 Slice and StridedSlice for opaque delegateTeresa Charlin
* Change alignment in Shape.hpp Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ibc21cf5c56a1ba2daa7507a5d5c2b7311756f17f
2023-04-28IVGCVSW-7606 IVGCVSW-7607 Add Resize and Reduce to Opaque DelegateJohn Mcloughlin
* Added 2 opaque delegate operators and associated test cases * Removed IsDynamicTensor check from BatchMatMul as covered by IsValid. Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Change-Id: If7c58cb23ae5c5b8a9451dddfd7b6dfcbf248d4c
2023-04-28IVGCVSW-7611 IVGCVSW-7614 IVGCVSW-7615 IVGCVSW-7617 Softmax, SpaceToDepth, ↵Teresa Charlin
DepthToSpace and Tranpose for opaque delegate Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ie0c608f94a76956e9be75f555824cef865cab395
2023-04-28IVGCVSW-7602 IVGCVSW-7602 Implement opaque delegate for Quantize + ↵Francis Murtagh
Dequantize operator Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I318cb25f526dfe0f7aa6afcf77971afd8d437209
2023-04-28IVGCVSW-7596 IVGCVSW-7619 IVGCVSW-7597 Pack, Unpack and Pad for opaque delegateTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I25415793497f0ee08d880539e265b133875a20f7
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
2023-04-28IVGCVSW-7608 IVGCVSW-7594 IVGCVSW-7598 IVGCVSW-7599 Implement Floor,Matthew Sloyan
Lstm, Pooling2d and Pooling3d operators for Opaque Delegate Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ic9af1c50589285ab359661699d32a889cd267cd9
2023-04-27IVGCVSW-7576 IVGCVSW-7609 Add BatchMatMul and Shape to Opaque DelegateJohn Mcloughlin
Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Change-Id: Id4b02b951ed81c69171f6af2d0d327175c6e5d3c
2023-04-27IVGCVSW-7584 IVGCVSW-7585 Implement Conv3d and TransposeConv2d operators for ↵Francis Murtagh
opaque delegate * Add check for TF version so tests work with opaque and classic Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I3a6699150afabfc6200e1cd4d264a1f7c65c5f60
2023-04-27IVGCVSW-7589 IVGCVSW-7595 IVGCVSW-7593 ElementwiseUnary, Normalization and ↵Teresa Charlin
LogicalBinary operators for opaque delegate * Report the operator as part of the layer name for: - LogicalBinary, - ElementwiseUnary - Comparison - Activation * Fixing indentation in Gather.hpp * Removing not needed includes in Gather, GatherNd and Comparison * Correct end of namespace comment in Comparison * Correct log from TfLiteArmnnDelegate to TfLiteArmnnOpaqueDelegate Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ia0d497709309e912d31eb4b6db0fef9e79b7a3af
2023-04-27IVGCVSW-7574 IVGCVSW-7590 IVGCVSW-7600 Implement Activation, FullyConnected ↵Matthew Sloyan
and Prelu operators for Opaque Delegate * Added missing headers to opaque/CMakeLists.txt (Control and Comparison) * Cleaned up Control.hpp headers. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I442edb9c467b515b130fbaf02879f0802006255f
2023-04-27IVGCVSW-7591 IVGCVSW-7592 Add Gather and GatherNd to Opaque DelegateKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Id2b6a4f70b1cb50e5f7f7ab4e30487b3816c9ad4
2023-04-26IVGCVSW-7575 Implement opaque delegate for ArgMinMax operatorJohn Mcloughlin
* Added Opaque ArgMinMax and associated test cases Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Change-Id: I098b94cc35707370a0bbc7456bfdd48bb47432f0
2023-04-26IVGCVSW-7577, IVGCVSW-7578 Implement BatchToSpaceNd and SpaceToBatchNd in ↵Kevin May
Opaque Delegate Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I38304abce1a417bb69aced2a5b38e976ea0cbbc0