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2021-08-06IVGCVSW-5922 Update minor version for all parsers.Matthew Sloyan
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I3a3e5b017c307e374457b18712585dce210f8922
2021-08-06IVGCVSW-6119 ConstTensorsAsInput: FullyConnectedMatthew Sloyan
* Constant weights and biases are now stored as Constant layers. * Updated Serializer, Deserializer and unit tests to reflect this. * Updated TfLiteDelegate, TfLiteParser and OnnxParser. * Updated Schema with IsConstant and ConstantTensorsAsInputs. * Updated Ref backend to handle constant weights and bias as inputs rather than reading from member variables. * Added dynamic or constant input EndToEnd tests. !android-nn-driver:5959 Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ibf3cf437df1100e4b322b0d303c575c6339f9696
2021-06-18MLCE-510 Add CpuRef Shape Operator to ArmNNKeith Davis
* Add TfLiteParser and delegate support Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Id3219ba7cc7128b5e73de2c7d8d076a40dcce9c5
2021-06-16IVGCVSW-5826 Change weights layout for depthwise to [1,H,W,I*M]Jan Eilers
* This change is necessary because tflite uses a [1,H,W,I*M] format and uses the I*M dimension for per axis quantization. Our previous layout [M,I,H,W] can't handle the correlating quantization scales. * Updates Onnx-, TfLiteParser and TfliteDelegate * Updates the CpuRef, CpuAcc and GpuAcc backends * Adjusts unit tests * Adds test to ensure models with old layout can still be read and executed * Adds conversion function to previous layout [1,H,W,I*M] --> [M,I,H,W] which can be used by backend developers !android-nn-driver:5553 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ifef23368b8c3702cf315a5838d214f7dc13c0152
2021-06-01IVGCVSW-5833 Move the ProfilingGuid out of Types.hpp to its own header in ↵Nikhil Raj
profiling common !android-nn-driver:5691 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ib71af0831e324ac6bd27b1a36f4a6ec1a703b14a
2021-05-27IVGCVSW-6061 Add PRELU support to TF Lite delegateJames Conroy
* Alpha is supported both as a constant and as an input tensor. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I20f30d479b87dc5fbcf75a1ce5305d70ae9b0646
2021-05-18IVGCVSW-6026 Delegate VisitUnpackOperator not supported errorKevin May
* Determine Splitter outputs to correctly perform validation * Add validation for a Reshape Layer * Add back the Num6 Axis2 test to CpuAcc and GpuAcc Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I1e8108ce50d81420057d7a8b098a07eda63c5c8d
2021-05-13IVGCVSW-6026 & IVGCVSW-6025 Delegate Unit Test Errors in ConsoleKevin May
* Remove unsupported Delegate Unit Tests for CAST and UNPACK Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I03e460a77ee54e63e024d58e8f032246eaa9bac3
2021-05-10IVGCVSW-5939 Fixing broken links in IntegrateDelegateIntoPython.mdColm Donelan
* Fixing broken links in IntegrateDelegateIntoPython.md * Adding TFLite Model Benchmark Tool to BuildGuidenative.md Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I41b7e1fb1dc7b5a95a5ab2a1ad2207150251e835
2021-05-10IVGCVSW-5970 TfLiteDelegate: Add UNPACK operator SupportKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I23731718236043b46c143eaf416cb375edd93983
2021-05-07IVGCVSW-5418 'ExecuteNetwork test for MobileBERT'Sadik Armagan
* Set the correct index for connecting constant layers. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I86a626b82943e0d04b8ecb6b4f0f1b750b22d161
2021-05-06IVGCVSW-5969 TfLiteDelegate: Add PACK operator SupportMatthew Sloyan
* Added support for PACK which is equivalent to Arm NN STACK Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I9ea134d0310eeea1caba30a8b9221712e9487c75
2021-05-06IVGCVSW-5418 'ExecuteNetwork test for MobileBERT'Sadik Armagan
* Refactored the code for checking constant inputs. * Added a unit test for ADD operator with constant input. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ie7207e5a1ce77ea305552859de32a66e07c68a6f
2021-05-05IVGCVSW-5826 Add per channel testsJan Eilers
* with Conv2D for tflite parser and delegate * with TransposeConv for tflite parser Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I8d1ed1f3388c6eace436d0e6fd5869451c6e7830
2021-04-29IVGCVSW-5819 5820 5821 Add MemorySourceFlags to ↵Francis Murtagh
TensorHandleFactoryRegistry::GetFactory * Modify Layer::CreateTensorHandles to include MemorySource * Modify INetworkProperties to add MemorySource * Disable Neon/Cl fallback tests until full import implementation complete Change-Id: Ia4fff6ea3d4bf6afca33aae358125ccaec7f9a38 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2021-04-28IVGCVSW-4618 'Transition Units Test Suites'Sadik Armagan
* Moved doctest third-party library to armnn from delegate. License file is added. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I4257c492ffd1c2d1b695ae4fc3ae70432acbaded
2021-04-28IVGCVSW-5831 Add additional options to Arm NN External DelegateMatthew Sloyan
* Added enable-fast-math and number-of-threads options. * Added save-cached-network and cached-network-filepath options. * Added external_delegate python tests for new options. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I7cf6522a6f895cd71ed8f369d94a5113d78594f9
2021-04-26IVGCVSW-5762 Update delegate build guide to remove tensorflow build.Colm Donelan
* Removed the build of tensorflow. * Fixed some build parameters. * Added minor fixes to improve usability. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I9d03438ff8c3015c442d9662ae3d2b8e7cd58382
2021-04-23IVGCVSW-5430 'Add CAST Operator Support to Delegate'Sadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I6da711950b8e7d3c0d5cbd443e91eb36700ac4c8
2021-04-22IVGCVSW-5418 ExecuteNetwork test for MobileBERTmathad01
* Removed check in TfLiteParser and Delegate that requires both weights and biases to be constant or non-constant simultaneously * Updated TfLiteParser FullyConnected layer test to properly use non-constant weights * MobileBERT Float32 model now runs on TfLiteParser Signed-off-by: mathad01 <matthew.haddon@arm.com> Change-Id: I1d75eea466caa90cd695ad353160362df2f69483
2021-04-21IVGCVSW-5842 Remove cross-wiring in depthwiseJan Eilers
* Reading tensor infos won't allow a permutation vector anymore. The permutation only changed the quantization dimension not the shape and was therefore misleading * The permutation of the full tensor info is now performed in armnnUtils::Permuted * Changed TfLite Parser depthwise parsing function * Added unit tests to TfLite Parser with more random data * Changed TfLite Delegate depthwise parsing function * Added unit test to the delegate with per channel quantization !android-nn-driver:5412 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I1f985ee69547bcaf16a72201e00a6b6fe1ef9a97
2021-04-19IVGCVSW-5829 Segfault in TfLiteDelegateMatthew Sloyan
* Updated Split function to read correct axis data. * Improved validation in Split and SplitV function. * Moved ComputeWrappedIndex function to DelegateUtils.hpp. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I8c7d0c9b747d1ab548df98da930d838c2f57659e
2021-04-09MLCE-328 Serializer/Deserializer does not support Signed64Mike Kelly
* Added support for Signed64 to flatbuffer's schema & updated source tree * Added support for Signed64 to TFLite Delegate * Added support for Signed64 to Serializer * Added support for Signed64 to Deserializer * Added unit test for ArgMinMax to Deserializer * Deprecated m_Output_Type from the ArgMinMaxDescriptor: the output type is solely determined by the DataType of the output Tensor * Fixed issue where RefArgMinMaxWorkload could output data using the wrong DataType * Added Signed64 to RefLayerSupport::IsArgMinMaxSupported as a supported type Signed-off-by: Mike Kelly <mike.kelly@arm.com> Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib622c052a1f8aa3e658262f8bde5a6881a8cbe10
2021-04-09IVGCVSW-5803 Delegate Unit Tests Failure on Android: Normalization & SoftmaxKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I2873f8563cc11da550d460b04e5175372489a564
2021-03-25IVGCVSW-5736 and IVGCVSW-5743 'NonConstWeights: Update front-end and ↵Sadik Armagan
TfLiteDelegate support for FullyConnected Operator' * Added front-end support for non-const weights for FULLY_CONNECTED operator * Added FULLY_CONNECTED end-to-end test * Updated FULLY_CONNECTED operator support in TfLite Arm NN Delegate for non-const weights * Updated the version numbers Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iffa5b9aa9297aca4c02d923cce4636c88ac21faa
2021-03-05IVGCVSW-5401 Remove unused variable.David Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I127e6923f257bb4094485aa1716ead1067cf8d34
2021-03-03IVGCVSW-5612 Fix tiny_wav2letter_relu_fixed_int8 delegate outputexperimental/abi-testsFinn Williams
* fix delegate perchannel quantization * change delegate to check reshape options before inputs * Add int8 "qsymms8" option to ExecuteNetwork * Add option to run ExecuteNetwork on tflite w/o delegate !referencetests:301301 Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: If3e12599b17aff1199d7ab0a55e1c901e480083d
2021-03-03Point readme files to latest doxygen documentationJan Eilers
* excluding our top level readme Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I45b156c248178a141b8497dcc4d09148b67bf406
2021-02-25IVGCVSW-5401 Implement the FILL operatorSadik Armagan
* Added FILL operator to TfLite ArmNN Delegate * Added unit tests Signed-off-by: David Monahan <david.monahan@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I335ef469ff773fa4305eb87f6e93ae9c03fc6997
2021-02-18IVGCVSW-5394 TfLiteDelegate: Implement the Lstm operatorMike Kelly
* Add LSTM operator Signed-off-by: Mike Kelly <mike.kelly@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: If8c667685fa1176738ffe2e6d08b1c684e7ee6b2
2021-02-17IVGCVSW-5654 Fix failing float 16 delegate tests on androidFinn Williams
* add template specialization declaration to header to resolve clang issue Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Id8104d6feda19ed3f5f0cb018d719b1677772d9b
2021-02-15IVGCVSW-5694 Update Major, Minor release versionsNikhil Raj
* Update Arm NN version in Version.hpp and all guides * Change Project Version in Doxyfile Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I05ab20a1ae5d0376a641df68a5877f97e7609052
2021-02-15IVGCVSW-5686 Add GpuAcc MLGO tuning file configuration argumentFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I3f320499c379162f9d1b00cc8816bd144cd7eee4
2021-02-15IVGCVSW-5386 TfLiteDelegate: Add Strided Slice operatorJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Icd87b1c54e1a5de84893882da30840a9097f6d84
2021-02-12IVGCVSW-5685 Add CpuAcc specific configuration option numberOfThreadsMatthew Sloyan
* Added ability to set number of threads used in CpuAcc backend * Enabled number-of-threads option in ExecuteNetwork * Added TfLiteDelegate ModelOptions test * Added unsigned int type to BackendOptions.hpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ia576d4f45cbe5df3654bc730bb5ebd5181d82b5a
2021-02-11IVGCVSW-5392 TfLiteDelegate: Implement the Batch/Space operatorsMatthew Sloyan
* Added support for BATCH_TO_SPACE_ND and SPACE_TO_BATCH_ND Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib29333f3e2bc1a18bcc63533da4369b63c45ab90
2021-02-10IVGCVSW-5400 'TfLiteDelegate: FLOOR operator support'Sadik Armagan
* Added FLOOR operator support to Arm NN TfLiteDelegate Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I986ce8c5a825f509e0f8b3d257fd5b60834c322f
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
2021-02-08IVGCVSW-4901 Add semantic versioning to Parsers and TfLite DelegateMatthew Sloyan
* Added Version.hpp to all Parsers * Added Version.hpp to TfLite Delegate * Updated CMakeLists to use new versions * Added GetVersion method to parsers and TfLite Delegate Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: If29e1e6d9e615f9095ec1c01ad47acfff40b1dd5
2021-02-04Remove LFS configurationNarumol Prangnawarat
* Remove LFS configuration * Add mock test models for external delegate Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I9f5b427a995aff22391548cd45821cb2afc8a474
2021-02-03Fix LFS issueNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I6b3321cf0d51c06b742432995ea486c987806afc
2021-02-03IVGCVSW-5605 Doxygen: Add the TfLite Delegate to Doxygen docuJan Eilers
* Moves TensorFlowLiteDelegateSupport.md to doxygen * Renames a few .dox files to represent the structure of the documentation * Adds sections for build and use guides * Integrates markdown guides for the delegate into doxygen Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I68b7a29239be88c0617da9bdfce5323ebf26f5bc
2021-02-02IVGCVSW-5619 Enable OptimizerOptions for the python external delegateNarumol Prangnawarat
* Add reduce-fp32-to-fp16, reduce-fp32-to-bf16, debug-data, memory-import options to external delegate * Simplify DelegateOptions * Add test mock models * Unit tests * Configure lfs to manage tflite files Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I1e4db468862ba03d4cb031347bc307cf940b3cb1
2021-01-31IVGCVSW-5374 Provide Android Build for DelegateKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ie8c03153f82434d73572278eedb8a4b5b89ed837
2021-01-28IVGCVSW-4874 Provide LayerSupportHandle to frontend usersFrancis Murtagh
* Add test for new IsBackendRegistered member function of Handle * Move deprecated messages to new frontend API of LayerSupportHandle * Update delegate to use dot operator for IsXXXLayerSupported Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I70d7166e207a10e4b3583a827ca0dda2169bcba1 !android-nn-driver:4940
2021-01-28IVGCVSW-5374 Provide Android Build for DelegateKeith Davis
* Remove double brackets for scalars * Add in extra location in cmake for tf lite dynamic library Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I31ef9a955d4677faabedc0068ae2cfbfe570b58c
2021-01-26IVGCVSW-5391 'ArmNN TfLiteDelegate: Implement the Space/Depth operators'Sadik Armagan
* Added DEPTH_TO_SPACE and SPACE_TO_DEPTH operators support Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I2595f759181bd7339127e7b114b850b534210dd5
2021-01-26IVGCVSW-5390 'TfLiteDelegate: Implement the Normalisation operators'Sadik Armagan
* Added L2_NORMALIZATION and LOCAL_RESPONSE_NORMALIZATION opertor support Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ic9e66879cf6469fa8761fb1c9dd5950771f629b0
2021-01-25IVGCVSW-5619 Add OptimizerOptions and NetworkProperties to ArmNN DelegateNarumol Prangnawarat
* Add OptimizerOptions, NetworkProperties, DebugCallbackFunction to DelegateOptions * Enable OptimizerOptions when the network is being optimized * Enable NetworkProperties when loading network * Enable DebugCallbackFunction * Add error message when loading network * Log warning instead of error when operator is not supported but could fallback to another backend * Improve uint16_t CompareData * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I353035afb442774bfeb1c62570a90755c2ceaf38
2021-01-22IVGCVSW-5571 Expose the TfLite Delegate to the TfLite python APIJan Eilers
* Implemented external delegate adaptor interface for TfLite * Activated armnn logging for delegate * Added logging info to indicate if gpu tuning is turned on * Added pytests to ensure functionality of the external delegate adaptor * Included the delegate directory into doxygen * Added documentation on how to use the external delegate in python Signed-off-by: Finn Williams <Finn.Williams@arm.com> Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Id3b4588fb0b9ac7e3f47ba2c19feead7beb58e18
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