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2020-07-28IVGCVSW-4932 Introduce ShapeInferenceMethod to TfLite ParserSadik Armagan
* Introduced ShapeInferenceMethod::InferAndValidate to TfLiteParser * Added unit tests Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iad4aadce92912e7645b1652019ec4af478b7fc32
2020-07-28Github#433 Add HardSwish support to TfLiteParserJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ic476f8d80bba080ab459db9e6a59cbafd307d129
2020-06-30IVGCVSW-4487 Remove boost::filesystemFrancis Murtagh
* Replace filesystem::path * Replace filesystem::exists * Replace filesystem::is_directory * Replace filesystem::directory_iterator * Replace filesystem::filesystem_error exception * Replace filesystem::temp_directory_path * Replace filesystem::unique path * Replace filesystem::ofstream with std::ofstream * Replace filesystem::remove * Replace filesystem::is_regular_file * Replace boost::optional with armnn::Optional in touched files * Remove some superfluous includes * Update build guides, GlobalConfig.cmake and CMakeLists.txt * Remove redundant armnnUtils::Filesystem::Remove function. * Remove redundant armnnUtils::Filesystem::GetFileSize function. Temporarily adding back Boost::filesystem to enable Boost::dll. Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ifa46d4a0097d2612ddacd8e9736c0b36e365fb11
2020-06-29IVGCVSW-5021 Fix failure in SplitVJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I587f601d3e1b9ea11fbc3dc379f24c5ebdcf3cf8
2020-06-09IVGCVSW-4968 Fix exception handling in TfLiteParser.Colm Donelan
* The function TfLiteParser::CreateNetworkFromModel was continuing to parse the input file even after a fatal exception was encountered. restructure catch exceptions outside the for loop. * Add simple unit tests to test some exception handling. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I202ca6819d40a47159b4ac8f2847958f945666c2
2020-06-02IVGCVSW-4190 Add SplitV to Tflite ParserRyan OShea
* Refactored SplitV * Added unit tests * Updated Documentation Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Change-Id: If1dfa5a8780ddf3fe8788ed7bf7fa5fa8dfd14ec
2020-06-02Fix a few build warnings:Rob Hughes
* Remove redundant asserts for unsigned ints being positive * Remove unneeded include of lightweight_test.hpp header * Remove unused exception variable names * Replace hardcoded 0.0f with T() for some template functions * Add a few static_casts Change-Id: I290b0433cf995f6d0199422eaa10f816e5fd8eb9 Signed-off-by: Robert Hughes <robert.hughes@arm.com>
2020-05-27Add NEG support to TFLite parserDarshan Patel
* Added unit tests * Updated Documentation Signed-off-by: Darshan Patel <darsh.jp@gmail.com> Change-Id: Id22ffebe60732a93798f72801eb8a2a23cdd7ec0
2020-05-27IVGCVSW-4187 Add LEAKY_RELU to TFLite parserSadik Armagan
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I3e934142487b92897eb487099a22d032f80e8e07
2020-05-25Add DIV support to TFLite parserDarshan Patel
* Added unit tests * Updated Documentation Signed-off-by: Darshan Patel <darsh.jp@gmail.com> Change-Id: Iadb5c76139d74d755d7f4be4b023b4417efe1e92
2020-05-25IVGCVSW-4186 Add EXP unit tests for TfLiteParserRyan OShea
* Updated Documentation * Created unit test file Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Change-Id: Ic8384b5ed21ac53f918860be8a98c0ac7477d0e1
2020-04-10IVGCVSW-4483 Remove boost::polymorphic_downcastJan Eilers
* exchange boost::polymorphic_downcast with armnn::PolymorphicDowncast * remove unnecessary includes of boost::polymorphic_downcast Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ie603fb82860fe05fee547dc78073230cc62b2e1f
2020-04-06IVGCVSW-4485 Remove Boost assertNarumol Prangnawarat
* Change boost assert to armnn assert * Change include file to armnn assert * Fix ARMNN_ASSERT_MSG issue with multiple conditions * Change BOOST_ASSERT to BOOST_TEST where appropriate * Remove unused include statements Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I5d0fa3a37b7c1c921216de68f0073aa34702c9ff
2020-02-19IVGCVSW-4472 Yolo v3 ExecuteNetwork failingKeith Davis
* Add Debug workload for QAsymmS8/U8 * Change Dequantize tests to test AsymmS8 instead of SymmS8 * Fix incorrect supportedness within RefLayerSupport Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ie51f1e33c564d46c86bf0150b1addda3fc093d13
2020-02-18COMPMID-3059: Add TF parser support for StridedSliceGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I31f25f26a50c9054b5650b1be127c84194b56be7
2020-01-15IVGCVSW-4193 Add QUANTIZE to the TfLite parserSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I53431c70edb64c9283ae556407cc07e54469d8cc
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>
2020-01-03IVGCVSW-4246 Clean build of parsers with -WextraDerek Lamberti
Change-Id: Ib00f185b431ab74fd9425d8f478bd2ddb182f74b Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-12-31Replace Schema.s with generated .cpp fileRob Hughes
This removes the dependency on an assembler (which must support .incbin). Instead we use xxd as a custom build command to generate a .cpp file which is included in the build. This makes it possible to build on Windows, for which you need cp.exe (from GNU Core Utils) and xxd.exe (from Vim). Change-Id: I3a929640b1fdbfc27e2c38abd05bf3a298245ba5 Signed-off-by: Robert Hughes <robert.hughes@arm.com>
2019-12-31Some build fixes for MSVCRob Hughes
Change-Id: I749430918b1268786690c3c8dc9fa2a9542d5d1d Signed-off-by: Robert Hughes <robert.hughes@arm.com>
2019-12-10IVGCVSW-4191 Add DEQUANTIZE to the TfLite ParserFinn Williams
!armnn:2421 Change-Id: Icdb02b7248ed408c3c8ad2e3e38df5b7cda1c545 Signed-off-by: Finn Williams <Finn.Williams@arm.com>
2019-12-05IVGCVSW-4179 Add RESIZE_NEAREST_NEIGHBOUR to the TfLite parserSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I6359a8a405c86aef04cde75404393dd4ee917fa5
2019-11-19IVGCVSW-1530 Add TfLite slice parser and fix transpose perm vector creationjosh minor
* TfLite slice parser and relevant tests added * TfLite transpose parser logic added to translate Tf/np permutation vector definitions to Armnn definitions * TfLite transpose parser no permute data test modified to include data for default permutation vector when none specified Signed-off-by: josh minor <josh.minor@arm.com> Change-Id: Iebd30971bd180593dc6b8f0d5be1d1bc61a3a5bf
2019-10-31GitHub #292 Move BackendRegistry.hpp to the public APIMatteo Martincigh
* Moved to BackendRegistry.hpp include/armnn * Updated makefiles and sources accordingly Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I4d83abb581d523218a880c879fcf30c9611f7fd7
2019-10-25IVGCVSW-4018 Move QuantizeHelper.hpp to armnnUtilsAron Virginas-Tar
* Moved QuntizeHelper.hpp to armnnUtils * Reordered parameters for QuantizedVector and added default values for qScale and qOffset to make life easier when using the function for non-quantized types such as Float16 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I28c263dfa425f1316feccb4116839a84f5d568e5
2019-10-24IVGCVSW-4007 Add StandInLayer for unsupported operations in TfLiteParserAron Virginas-Tar
* Fixed bug in custom operator support that caused all custom operators to be parsed as a DetectionPostProcessLayer * Added support for handling unsupported operators (built-in or custom) by replacing them with a StandInLayer in the generated network * Added options to TfLiteParser to control whether we want to use StandInLayers when we encounter unsupported operators, or we prefer to throw a ParserException as until now Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I125a63016c7c510b1fdde6033842db4f276718c4
2019-10-22IVGCVSW-3669 Fix TfLiteParser to set Splitter layer outputs' quantization paramsFrancis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I6c69f1f2f0f9c49ddada57b41d5802919ea14b25
2019-10-22Fix Unpack in TfLiteParser missing quantization parametersNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I026e4880013fa4ed83b6c4643dda7e4d100014a5
2019-09-27IVGCVSW-3909 Fix Transpose perm vector not parsed by Tflite parserKevin May
* Add permute vector to descriptor if present * Refactor test to check with and without permute vector Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ic8d882bb0f982fd00bb2854c18ea316b1b2cde2b
2019-09-17IVGCVSW-3879 Fix output shape inference formula for TransposeConvolution2dAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I766f4297b9daa26edacc2079fe62a083ba2fa68f
2019-09-10IVGCVSW-3712 Add Transpose into TfLite ParserKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I94e975ede3876c812f0f26b040e8c50a5597f86a
2019-08-23Fix Windows build:Rob Hughes
* CMake "install" commands require a RUNTIME argument for platforms with DLLs (e.g. Windows). * Replace use of non-standard variable length array with vector * Remove unnecessary #include of unistd.h * Add #ifdefs to dynamic backend code to disable for non-Unix platforms where you can't use dlopen etc. We could implement this properly for Windows later using LoadLibrary etc., but for now erroring is fine. * Add missing #include of <algorithm> Change-Id: Ic8ef5fd599b37bf8772510157b6e479819f6a1eb
2019-08-21IVGCVSW-3650 Fix Transpose Convolution inputs in TfLite parserMatthew Jackson
* Reordered and edited inputs in ParseTransposeConv method * Updated test cases to reflect changes Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: Icd090cf6ab340eed4f098ef8641daf7c6e0d0949
2019-08-20IVGCVSW-3650 Add TfLite Parser support for Transpose Convolution layerMatthew Jackson
* Added ParseTransposeConv to TfLite Parser * New TransposeConv test file * Updated documentation for supported Transpose Convolution Change-Id: Id7356d8525556805c164af693ae2b16f6a8492fa Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
2019-08-16IVGCVSW-3639 Add 5d tensor supportMatthew Jackson
* Increased MaxNumOfTensorDimensions and fixed issues related to its use * Fixed issues caused by assuming 5d tensors are invalid * Updated ArmComputeTensorUtils for 5d tensors * Added 5d tensor unit tests for add, mul, stack and reshape (needed by IVGCVSW-3527) Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I5bcd64942d0d04efcc6c5acb240ad4b88e010743
2019-07-22Github #229 Remove unused includeMike Kelly
* experimental/filesystem is unavailable in some versions of LLVM Change-Id: I0136bc911f2607561e8000fe9fa7c07f480554b6 Signed-off-by: Mike Kelly <mike.kelly@arm.com>
2019-07-22IVGCVSW-3383 - Add TfLite Parser support for L2 Normalization layerMatthew Jackson
* Added ParseL2Normalization in TfLiteParser * Added new unit tests L2Normalization.cpp * Added documentation for supported L2 Normalization to TensorflorLiteSupport.md Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I83ea75d1791ac8a00390aed3e5d0a7b337fcd46d
2019-07-17IVGCVSW-3423 Add TfLite parser support for Stack (Pack) layerMatthew Jackson
* Added ParsePack method * New unit test Pack.cpp * Updated TensorFlowLiteSupport.md with new supported operator Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I2310b33ee26959b036bb4452a25c90cc1d4cbf20
2019-05-23IVGCVSW-2771 Fix SubTensor error in vgg16 ExecuteNetwork NEONNarumol Prangnawarat
* Add check if Sub-tensors cannot be used, call ACL function * Add computation of SplitAxis from SplitterDescriptor * Add NeonSplitterWorkload functions * Modify IsSplitterSupported to call ACL validate function if sub-tensor cannot be used * Also check if quantization parameters match when using sub-tensors * Add more unit tests for Splitter in TfParser and TfLiteParser Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I31e4c7d055117c83c65b598c4125442173242226
2019-05-02IVGCVSW-3039 Unify BindingPointInfo declarationsJim Flynn
Change-Id: I3deb2b9a37e8a8f8f2ed93c64ed0656ae911e24c Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-04-30IVGCVSW-2993: Investigate TfLite Parser test output shape validationNarumol Prangnawarat
* Get outputTensorInfo from runtime outputs to ensure that the results are from the running network Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ib35afeaf5f6121df7f6379cfc557ae77e5214d69
2019-04-30IVGCVSW-2405 Rename SubGraph to SubgraphViewDerek Lamberti
Change-Id: Ie50aeccf053c20c3a01a75042bbc3acd824375af Signed-off-by: Derek Lamberti <derek.lamberti@arm.com> Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-04-29IVGCVSW-2996 Add Reshape layer to ParseFullyConnected in TfLite parserNarumol Prangnawarat
when input is > 2D to flatten the input to 2D [batch_size, input_size] Change-Id: Id9d9ff996225c7d0938204ae0ceb330a11e264f5 Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
2019-04-25IVGCVSW-2993: Investigate TfLite Parser test output shape validationNina Drozd
* Added a check after enqueue workload to ensure that the outputs have the correct number of dimensions * OutputTensors cannot be used for this as in RunTest we're specifically creating these with expected number of dimensions Signed-off-by: Nina Drozd <nina.drozd@arm.com> Change-Id: Ib6e5a138240e2f639f462f58caa72ae760e2b406
2019-04-25IVGCVSW-2994 Add Reshape layer to ParseUnpack in TfLite parserNarumol Prangnawarat
to remove the unpacked dimension of each output from Splitter and correct ReshapeFixtureWithReshapeDimsFlatten test output shape Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I517d315475612ac8b773930f9b58cac316fa8553
2019-04-18IVGCVSW-2987 Modify ParseSplit in TfLite parserNarumol Prangnawarat
* Allow input data with dimension not greater than 4D * Correct input order * Get split dimension from buffer data * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I285851b19e6fa7c715e5fe4853df167e7c856647
2019-04-17IVGCVSW-2849 Add TfLite Parser support for Rank-0 operands and unit testsNarumol Prangnawarat
Change-Id: I6dab12aed395a30466d66421c6e5a12659fedac8 Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
2019-04-15IVGCVSW-2848 - Add TfLite Parser support for Unpack layerNina Drozd
* Added ParseUnpack in TfLiteParser * New Unpack test file with test reproducing unpack in DeepSpeechV1 model * Added documentation for supported Unpack to TensorflorLiteSupport.md Signed-off-by: Nina Drozd <nina.drozd@arm.com> Change-Id: Ie920d46254ff4b4ab544407ace4c1d489af83157
2019-04-10IVGCVSW-2947 Remove boost dependency from include/TypesUtils.hppAron Virginas-Tar
!android-nn-driver:968 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I03ccb4842b060a9893567542bfcadc180bbc7311
2019-04-09IVGCVSW-2845: Add TfLite Parser support for TanH activation layerNina Drozd
* Added ParseTanH in TfLiteParser * Added testcase for parsing TanH activation in Activations.cpp * Added new supported TanH operator in TensorflowLiteSupport.md Signed-off-by: Nina Drozd <nina.drozd@arm.com> Change-Id: Ie60f38994d76b077f86828c21c57381bdeeaeb5a
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