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path: root/src/armnnTfLiteParser
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2020-10-29IVGCVSW-5265 Remove boost from core ArmNN CMakeColm Donelan
* Remove all but Boost_UNIT_TEST_FRAMEWORK_LIBRARY from ArmNN Cmake files. * Remove references to boost::fpc from old test applications. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ibb1261dee4b971d1788d2805528aa800a8b883ce
2020-10-02IVGCVSW-5296 Remove boost::format armnn parsersJames Ward
* replaced with fmt::format * one case required std::stringstream instead Signed-off-by: James Ward <james.ward@arm.com> Change-Id: Ica9a7eb4e7bed04aa03172058dd9e3d10efc8548
2020-09-24Add int32 and int64 ArgMax op supportInki Dae
This patch adds int32 and int64 ArgMax op support. Current ARMNN already has ArgMax op but not used, and it doesn't support int64 output type. So this patch adds a new type, Signed64, and also adds ArgMinMax computation function for int64 type support. In default, output tensor type of ArgMax op is int64 in case of tensorflow lite model so this patch makes a proper function - ArgMax op for int64 or int32 - to be called according to parsed output_type value. With this patch, ARMNN supports both types - int64 and int32 - for ArgMinMax op. Changelog v1: - Check if output data type of ArgMinMax op is valid or not. - Use template function to support int32 and int64 types of ArgMinMax function. - Keep using Signed32 as default data type of m_Output_Type. Change-Id: I7a8e7e38dd9e5acc81464571d8b4d51378fc7f14 Signed-off-by: Inki Dae <inki.dae@samsung.com>
2020-09-15IVGCVSW-5305 AddBroadcastReshapeLayer as optimizerNarumol Prangnawarat
* Remove AddBroadcastReshapeLayer from TfLiteParser * Add AddBroadcastReshapeLayer as optimizer * AddBroadcastReshapeLayer optimizer unit tests * Load-scope dynamic tensor broadcasting unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I3549e85b71b41cbd4d96c0f1ece7887acbca76d1
2020-09-14IVGCVSW-5302 Remove some boost::numeric_cast from parsersMatthew Sloyan
* Replaced with armnn/utility/NumericCast.hpp * Exclusions in armnnCaffeParser * Three excluded as requires float implementation in NumericCast.hpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib468b606238694334a8319d0ed5db381ce37a915
2020-09-08IVGCVSW-5244 Load-scope dynamic tensor TfLite testsNarumol Prangnawarat
* Infer tensor shapes at the beginning of Optimize function * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I511f1228a12ebcad570e42a0c46d461ab9ccdc2c
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
2020-07-14IVGCVSW-4847, Github #393 Fix TfLite reshape operatorJan Eilers
* Change order of reading target shape. Checks built-in option first then input. Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Iddc39188ebfb7f71e33c35847de7506a02d807af
2020-07-10Github #388 Remove TfLite Concat quant validationJames Conroy
* Matching quant validation was added to TfLite parser as per TfLite documentation. * Removing this validation for Concat and Pad as it is causing some nightly model test failures. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Ie128fb66cc2d4a193ac22dc9eb41f5703d113663
2020-07-08GitHub #388 Add matching quant checks in TfLite parserJames Conroy
* Adds checks for matching tensor quantization info as per TfLite documentation. * Adds missing layer nullptr assert checks. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I4344a3554e349ce8edcd14126f63bc627637e0cd
2020-07-06GitHub #418 AddBroadcastReshapeLayer can cause inputs to be connected ↵Mike Kelly
incorrectly * Fixed issue where AddBroadcastReshapeLayer would always connect the Reshaped input to the first input slot and the other input to the first input slot. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ifd2745a819eb0f72ff9433690afc92a6a34f2ec3
2020-07-06IVGCVSW-4988 Add handling output shape parameter to TransposeConvolution2dColm Donelan
* Add m_OutputShape and m_OutputShapeEnabled to TransposeConvolution2dDescriptor. * Update TfLite parser to populate m_OutputShape if found in the model. Handle both Signed32 from tflite files and QAsymmU8 from test fixtures. * Update TransposeConvolution2dLayer to use m_OutputShape instead of InferOutputShapes if specified. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ia6933065375eb8006c916f1ca67c38dc50bc205c
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>
2020-05-30IVGCVSW-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
2020-05-27Add 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-4792 Update armnn readme and support filesNarumol Prangnawarat
* Add TPIP used by Arm NN * Add SqueezeNet to CaffeSupport.md * Add ResNet v2 50 to TensorFlowSupport.md * Update tested networks in TensorFlowLiteSupported.md Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I15927ea600a3dfffee082933d32f235f3940730e
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
2020-05-22IVGCVSW-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
2020-04-29IVGCVSW-4186 Parse TfLite Exp and Split_V operatorsDerek Lamberti
Change-Id: I0cac7ebfe22f2782af3198e6231cb37fa51bbd62 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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
2020-03-17IVGCVSW-4545 Relax check on ParseReshapeDerek Lamberti
Change-Id: Icae7c40abb307e1bbdd383ab3f835f5a1bee2db1 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-03-12IVGCVSW-4545 Fix segfault parsing reshape layerDerek Lamberti
Change-Id: Ib4bbab387cec4780c8aae56fdede090fa265e4ba Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-03-10IVGCVSW-4482 Remove boost::ignore_unusedJan Eilers
!referencetests:229377 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ia9b360b4a057fe7bbce5b268092627c09a0dba82
2020-03-04IVGCVSW-4213 Enable split along any dimensionRyan OShea
* Remove check on split dimension Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Change-Id: I03b88b8c8f1dcd842d9cc9d783ad7d0aa2c0ed3a
2020-03-03IVGCVSW-4375 Add parser support for TransposeMike Kelly
* Changed TfParser::ParseTranspose to use Transpose instead of Permute * Changed TfLiteParser::ParseTranspose to use Transpose instead of Permute !armnn:2787 Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: If48f2fb88d97d31d66b6b1e631b41637d8e4c8f0
2020-02-20IVGCVSW-4432 Update Readme for 20.02Sadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I416b39b0adac1410f854d3ec5b855044bd85e1cc
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
2020-02-17IVGCVSW-4436 Add ExecuteNetwork test for mobilenet_v2_int8Keith Davis
* Add QAsymmS8 to QueueDescriptor supportedTypes * Add QSymmS8/QAsymmS8 to RefLayerSupport supportedTypes * Some additional comments and refactoring Change-Id: I8567314452e6e8f6f69cb6e458ee147d3fc92fab Signed-off-by: Keith Davis <keith.davis@arm.com>
2020-02-10IVGCVSW-4409 Fix TfLiteParser to handle all datatypes correctlyRyan OShea
* Added check for QAsymmS8 datatype for Per-Tensor quantization Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Change-Id: I902aa3863dd5cefdce90e68be8a5750dd6ff9e54
2020-02-07MLCE-139: add capability to align corners for bilinear resizeSang-Hoon Park
* Add parsing of the related parameter to TfLiteParser * Update ResizeDescriptor to store the additional parameter * Update NEON/CL workload to pass the additional parameter. * Update Reference workload to pass and handle the additional parameter. !ComputeLibrary:2538 !ComputeLibrary:2569 !armnn:2612 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Change-Id: Id149e1c24c2abed7e9dd81939acf54dfabfcdfd2
2020-01-28IVGCVSW-4335 Add support for per-channel QSymm8 to TfLite parserKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I52f777f56138a27655a821aff376ecd0d3d23511
2020-01-20Remove use of ArmNN.hpp where it is unnecessary.Matthew Bentham
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com> Change-Id: I6c90eab1c6bad76d5c7b3bf094998fa4b454bcd1
2020-01-15Support different flatbuffer libs for debug and releaseRob Hughes
The existing FLATBUFFERS_LIBRARY variable is still honoured, but if not specified then we use CMake's find_library to find the debug and release variants, using PATH_SUFFIXES to help separate debug and release. This is the same approach we use for the armcompute libs. Change-Id: I21e8da3f76669dbfb8dbdf49046f9db46cba50a2 Signed-off-by: Robert Hughes <robert.hughes@arm.com>
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>
2019-12-05Replace boost logging with simple loggerDerek Lamberti
!referencetests:214319 * Reduces arm nn binary size ~15% * Also fixed test logging black hole issues Change-Id: Iba27db304d9a8088fa46aeb0b52225d93bb56bc8 Signed-off-by: Derek Lamberti <derek.lamberti@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
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