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2021-06-16MLCE-510 Add CpuRef Shape Operator to ArmNNKeith Davis
* Add front end * Add reference workload * Serialization/Deserialization * Add unit tests * Update ArmNN Versioning Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I6fcb1fa341d6f08dea4003b13544e6e9f53fefd3
2021-06-16IVGCVSW-6088 Add Sin and Log to ElementWiseUnaryTeresa Charlin
* Ref workload * Cl workload * Neon workload * Serializer * Deserializer * Remove boost include from TensorTest.cpp Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I498548169cc77609c55cf3105f1de5a7429772cf
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
2021-06-11IVGCVSW-5963 'Move unit tests to new framework'Sadik Armagan
* Used doctest in ArmNN unit tests Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ia9cf5fc72775878885c5f864abf2c56b3a935f1a
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
2021-05-04IVGCVSW-5940 Enabling NN Driver dumps results in a driver segfaultMike Kelly
* Added checks to SerializerStrategy::CreateTensorInfo to handle situations where a shape has some unspecified dimensions Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Idc64bfdabd5677c73a5c64f0c8e80156f3aae8e2
2021-04-12IVGCVSW-5410 Add front-end support for CASTmathad01
IVGCVSW-5415 Add TfLiteParser support for CAST * Added front end support for CAST, including support in the Reference workload, Serialization, Deserializtion, Unit tests, and TfLiteParser. Signed-off-by: mathad01 <matthew.haddon@arm.com> Change-Id: Iaf670ca5912a21ed6bc84f7f83a68b42154846bb
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
2021-03-25IVGCVSW-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
2021-03-14GitHub#491 Adding QAsymmS8 to SerializerTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id0c1ce0ae8946bbc061f5c1f7a7798d3033e6ce4
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
2021-02-15IVGCVSW-5648 Adding serializer support for m_DimensionsSpecificityColm Donelan
The field m_DimensionsSpecificity in TensorShape was not being serialized and deserialized following implementation of type 1 dynamic tensors. * Update schema. * Add to Serializer and Deserializer. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I7ddbdaf54c8f4b988c6cb300f90ba848a94bdad0
2021-02-12IVGCVSW-4893 Refactor ILayerVisitor using unified interface strategy.Finn Williams
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Signed-off-by: Finn Williams <Finn.Williams@arm.com> Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Id7bc8255a8e3f9e5aac65d510bec8a559bf37246
2021-02-11MLCE-360 'ReduceLayer InferOutputShape Issue'Sadik Armagan
* Updated ParseReduce() function in TfLiteParser to read correct axis data * Remove unused m_TargetWidth and m_TargetHight from ReduceDescriptor * Updated the ArmNN Serializer Schema Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I98b6e00ccba1d8ea8c845cb1ae28840e42339629
2021-02-08IVGCVSW-5605 Doxygen: Update parser sectionJan Eilers
* Removes support.md files from all parsers. Lists of supported operators are now kept in doxygen only Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I137e03fdd9f41751624bdd0dd25e2db5ef4ef94f
2021-02-03backends/reference: Add ReduceSum operation supportSadik Armagan
This patch addes ReduceSum operation support for reference backend, which computes the sum of elements across dimensions of a tensor. Changelog v1: - Fix file header descriptions. Chagelog v2: - Fix line limit issue. - Fix type conversion issue. Changelog v3: - Remove tabs. - Modify newly added file headers. Changelog v4: - Symbol on header isn't allowed so drop it from newly added file headers. Changelog v5: - Remove tabs, fix the use of brackets and align lines correctly. Changelog v6: - Add serializer and deserializer support. Changelog v7: - Fix build error add missed code. Changelog v8: - Rename ReduceSumDecriptor to ReduceDescriptor - Update m_KeepDims field data type to bool on ReduceDescriptor - Add ReduceOperation field to ReduceDescriptor - Rename ReduceSumLayer to ReduceLayer - Update ReduceLayer to use ReduceDescriptor - Update ReduceLayer::ValidateTensorShapesFromInputs() function - Rename RefReduceSumWokload to RefReduceWorkload - Update workload to use ReduceDescriptor - Update workload to use Decoders and Encoders - Remove ReduceSum.hpp and ReduceSum.cpp - Added Reduce.hpp and Reduce.cpp - Move Mean.cpp (which is implementing REDUCE_MEAN) functionality to Reduce.cpp - Update RefMeanWorkload to call Reduce function with ReduceOperation::Mean argument - Remove Mean.hpp and Mean.cpp - Update the Serializer/Deserializer ArmnnSchema.fbs for ReduceLayer, ReduceDescriptor, and ReduceOperation - Update Serializer and Deserializer for serializing/parsing ReduceLayer - Added TfLiter parser Sum test for REDUCE_SUM operator - Make corresponding changes on front-end and Ref backend to support REDUCE_SUM operator Changelog v9: - Fixed build errors. Change-Id: I8c8e034f3df73f9565b3c18eff51ecca6c542195 Signed-off-by: Inki Dae <inki.dae@samsung.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2021-02-02IVGCVSW-5605 Doxygen: Move Serializer and Deserializer to Software ToolsJan Eilers
* Not using the README.md files directly because it doesn't seem to be possible to get the content of readme.md combined with the content of the support.md files in one page Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I1e5073761f3af8a8d498385f3f7586334e7b29ec
2021-02-01IVGCVSW-5593 Implement Pimpl Idiom for serialization classesFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I01c7bd314219e58f71505dcb787d606dbded914a
2021-01-15IVGCVSW-4417 'Serialise ArmNN Model on android-nn-driver'Sadik Armagan
* Added generated schema file to the source tree * Updated the ANdroid.mk file to pick up the Serializer/Deserializer source Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I12c2bf2ae7aa12374c60e671ff3a97eac5b7f161
2020-11-24IVGCVSW-5347 Update Readme for 20.11Teresa Charlin
* Adding delegate readme.md and TensorFlowLiteDelegateSupport.md Change-Id: I1b8012440cf4cd6120902ad69c5b3a2a5e410d71 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
2020-11-09IVGCVSW-5091 Add Logical ops frontend and ref implJames Conroy
* Add frontend and reference implementation for logical ops NOT, AND, OR. * Unary NOT uses existing ElementwiseUnary layer and ElementwiseUnary descriptor. * Binary AND/OR uses new layer LogicalBinary and new LogicalBinary descriptor. * Add serialization/deserializion support and add missing ElementwiseUnary deserializer code. * Add additional Boolean decoder in BaseIterator.hpp. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Id343b01174053a166de1b98b6175e04a5065f720
2020-09-17IVGCVSW-5303 Remove some boost::numeric_cast from rest of ArmNNMatthew Sloyan
* Replaced with armnn/utility/NumericCast.hpp * Exclusions in TypeUtils.cpp and QuantizerVisitor.cpp * Excluded as requires float implementation in NumericCast.hpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I5c4c60e7028e1a51bf9379457278d253fd37bc70
2020-08-27Export Armnn cmakeDerek Lamberti
Change-Id: I3c317e835aba5feafda240393ca26b6aebe8d655 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-07-31IVGCVSW-4712 Fill layer datatype adjustmentsTeresa Charlin
* Input layer to be int32 instead of same type as output * Enable float16 end to end tests * Neon and Cl layer support check for backend Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6bc889077c8da63eeff66bd45730ce5d8783c419
2020-07-06IVGCVSW-4624 Add a RANK Reference ImplementationFinn Williams
* Add Rank front end * Add Rank reference implementation * Add Rank serialization support * Add Scalar serialization support Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I06e4a468c2a84e79bae2e6c5348596bbbf853b4b
2020-07-01IVGCVSW-4903 Connect axis parameter in Gather from android to ACL.Teresa Charlin
!android-nn-driver:3302 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ifbc49acb5272f8a36719bb68676e44817190537d
2020-06-17IVGCVSW-4908 Add Serializer/Deserializer Support for FILL operatorKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Icae26505d0e378ee5ffb3e92b35d78d48b369d2e
2020-06-11IVGCVSW-4906 Add front-end support for FILL operatorRyan OShea
* Added new fill layer * Added visitor tests Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Change-Id: Iea677014866b4f2d514004623f59ee83f3c0eef8 Signed-off-by: Keith Davis <keith.davis@arm.com>
2020-05-30IVGCVSW-4888 Update Resize Front end for new parametersDavid Monahan
* Added AlignCorners and HalfPixelCenters to Resize and ResizeBilinear * Updated Serializer and Serializer tests !android-nn-driver:3280 Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ice3bb448c239b04323854641525bfe0808c03b2e
2020-05-22IVGCVSW-4792 Update armnn readme and support filesNarumol Prangnawarat
* Add Transpose to SerializerSupport.md * Remove ResizeBilinear as it is deprecated layer * Add EXP and SPLIT_V to TensorFlowLiteSupport.md * Add transpose to TensorFlowSupport.md Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I05b0411b61c1b74b27b4669e81fa8ce521bb4190
2020-05-13IVGCVSW-4777 Add QLstm serialization supportJames Conroy
* Adds serialization/deserilization for QLstm. * 3 unit tests: basic, layer norm and advanced. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I97d825e06b0d4a1257713cdd71ff06afa10d4380
2020-04-24Added new DataTypes to SerializerMike Kelly
* Added support for BFloat16 and QAsymmS8 to Serializr. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I481af26d5758190ec2e5cd9f9d232d72bcb7acbd
2020-03-27IVGCVSW-4555 ArmnnConverter (Serializer) does not support per-axis ↵Sadik Armagan
quantization params * TensorInfo can have multiple scales and quantization dimension. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I0ff02e3766996b6a9da6dc4e92d366bc9505c77d
2020-03-20IVGCVSW-4549 Add front end for new QLSTM layerJames Conroy
* Added new layer QLstm (Android R HAL 1.3) * Made necessary updates to APIs * Added unit tests * This layer is functionally equivalent to the original unquantized LSTM layer with some additonal quantization features added. Due to this, original LstmParams are used for this layer. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I5b7f2d2fb6e17e81573b41a31bc55f49ae79608f
2020-03-10MLCE-159 Add QAsymmS8 to ArmnnQuantizerFrancis Murtagh
* Allow per layer quantization from Fp32 to Int8 (QAsymmS8) like TfLite Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I5bbf770aa29d81af3568c15b47d2b2c18e55bb28
2020-03-10IVGCVSW-4482 Remove boost::ignore_unusedJan Eilers
!referencetests:229377 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ia9b360b4a057fe7bbce5b268092627c09a0dba82
2020-03-02IVGCVSW-4440 : Add HARD_SWISH Support to Activation in CpuRefColm Donelan
* Add a new Activiation type of HardSwish. * Add CpuRef support and tests. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I68c3840aa45b7a27d5e416a5d50fe8f99f003ce8
2020-03-02IVGCVSW-4375 Add support for TransposeMike Kelly
* Added TransposeLayer * Added CL, Neon and Ref Workloads * Added Transpose utilities * Added Serializer and Deserializer support * Added Quantizer support Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I04c755ba7cb5b1edf72b3c9f3c0314878032e3c7
2020-02-28IVGCVSW-4439: Adding Elu support to ActivationDavid Monahan
* Added CpuRef implementation * Added Unit Tests * Added Quantizer Test * Enabled Tests for Neon and CL backends on fp32 only * Added to Serializer Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ic23e1797dbc9352b40678c389d7fe2b836b582ea
2020-02-20IVGCVSW-4432 Update Readme for 20.02Sadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I416b39b0adac1410f854d3ec5b855044bd85e1cc
2020-02-04Build graph->inputIds/outputIds with layerBindingId instead of layerIndexexperimental/QuantizerStuffTee Jung
Signed-off-by: Jung Tae-young tee.ty.jung@openedges.com Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I25ceeca70e72fad88ab039aed5a5ab6a7cc08c6c Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-01-23IVGCVSW-4259 Add frontend and reference workload for UnaryOperationLayerjosh minor
* Added new layer named ElementwiseUnary * Deprecated existing Abs/Rsqrt layer functions * Updated existing Abs/Rsqrt test infrastructure to use new layer * Added boilerplate for new Exp,Neg,Sqrt elemwise op layers * AbsQuantize test removed pending future commit * Serialization support added !android-nn-driver:2550 Change-Id: Ic595c645925e17b45db568187fd05646daf2e87f Signed-off-by: josh minor <josh.minor@arm.com>
2020-01-20Remove use of ArmNN.hpp from other public headersMatthew Bentham
Also remove it from armnnSerializer and armnnUtils. In general code within Arm NN should only include exactly what it needs. This will help keep compile times down, and reduces the need for a complete rebuild when anything in the public headers changes. ArmNN.hpp should only be provided as a convenience for user code where the user doesn't know enough of the API to decide which specific headers they need. Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com> Change-Id: I4ffcaa7662af4f88a1babf2bf17d03da6f77d665
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>
2019-12-31IVGCVSW-4246 Clean build of Visitors with -WextraDerek Lamberti
Change-Id: Icb1b35ff55fa22103777853e6f49fc282d61750d Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-11-08IVGCVSW-4067 Change LayerGuid to use ProfilingGuidjaneil01
* Refactoring to enable ProfilingGuid * Add profiling includes to Android.mk Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ieb25e15e3dc302eb42817d824ad8411ac76dcfe8
2019-11-01IVGCVSW-4050 Add backward compatibility deserialization test for ResizeBilinearAron Virginas-Tar
* Added test SerializeResizeBilinear to ensure that ResizeBilinear layers are serialized as Resize layers * Added test EnsureResizeBilinearBackwardCompatibility to ensure the Deserializer is still able to deserialize an old binary that contains a ResizeBilinear layer and that it creates the correct equivalent Resize layer from it Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: If227c5f1f3d027dff7d8f306dee97fd488755a72
2019-10-28Refine SerializeDeserializeQuantizedLstm for the validation ofalanhsu5678
NELSTMLayerQuantized in ACL Change-Id: I663874da474722a191e55f6c7f6bc127a72fc485 Signed-off-by: alanhsu5678 <gg9662558@gapp.nthu.edu.tw> Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-10-26Bug fix on serialization of tensor with qsymm16 typeTee Jung
Signed-off-by: Jung Tae-young <naey05@gmail.com> Change-Id: Ie3958c25fae752a8ec010ff6c77e4b625dec1f68
2019-10-23Refactor backward compatibility deserialization testsAron Virginas-Tar
* Change C-style arrays to vectors and simplify string construction * Leave whitespace after comma in initializer list Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I3adddae61e79cbcd878d13532d4199fc2581a328
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