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2021-09-30Check for GNU-like compiler before appending argumentsRob Hughes
This code was assuming a gnu-like compiler, which might not always be the case. This patch adds a if-statement to check, similar to other code in the CMake files. Change-Id: I1c807b68b15365241c4d349c42c612145ad9a105 Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2021-09-23IVGCVSW-6181 patch to allow building against tflite > v2.3Jim Flynn
Change-Id: I292add699b2af32fab87b98929fe6fee79fdf356 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-09-21Revert "IVGCVSW-6181 patch to allow building against tflite > v2.3"Jim Flynn
This reverts commit fc8d434bb318aebb433a2f6d8ce9c066cd9c1b1e. Reason for revert: Causes failures in the armv8 builds need to back out and fix again later Change-Id: I5ccdbb622caaa6413de41e1ee073f38dcabff7d8
2021-09-15GitHub #577 slice layer does not handle a size of -1Mike Kelly
* Added support for size of -1 A size of -1 is treated as size = dimension - begin Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I4e381a3794852ec45be029028e2d29bc87791635
2021-09-15IVGCVSW-6181 patch to allow building against tflite > v2.3Jim Flynn
Change-Id: I4199239228f7d5f4c819a7fe04cca059a830bf1f Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-09-03IVGCVSW-6262 Add support for Reduce ProdTeresa Charlin
* Tflite parser * Tflite delegate * Serializer * Deserializer * Ref, CpuAcc and GpuAcc workloads Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I601a9ee1680b372c7955d9a628857d08c3cfd377
2021-09-02IVGCVSW-6294 Added support for LRN to TfLiteParserMike Kelly
* Added support for LRN to TfLiteParser Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ia34441a4adeecd1f17c65af047d6c207729703ec
2021-08-06Replace use of non-standard variable length arraysRob Hughes
Replace these with a std::vector for portability Change-Id: Ia6b0dc9360446ef8bba0baa88c61b4c400fcd799 Signed-off-by: Rob Hughes <robert.hughes@arm.com>
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
2021-08-05Fix for gcc 9.3.0 compiler warningJim Flynn
Change-Id: I6368925a19ee11d67b1b153cf1e7dc64eca11077 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-07-21IVGCVSW-6176 Add support for shape_signature in the tflite parserFinn Williams
* tflite shape_signatures will now be the preferred way to detect dynamic tensors * add test utility to the parser that converts a model's tensors to dynamic * by default tests will run a dynamic version of the model in addition to the original * fix dynamic shape inference of unpack operator * reactivate and fix quantize test * add shape inference to expand dims Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: If11ba19d813cd3590707583dff1e4eb0e6412a1d
2021-07-21NNXSW-3081 Move Filesystem.hpp and Threads.hpp to public includeRob Hughes
!android-nn-driver:5966 Change-Id: Ice0b4d2872bb0e09bfc0763034a206c3a8f24af4 Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2021-07-21Fixed RunTest's TfliteParser with boolean outputBruno Goncalves
Tests for TfLiteParser are not working when the expected outputs have boolean type Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com> Change-Id: I16890f82e8e581f53e6e8464668c5adf3374bf2f
2021-07-21Added comparison operators to TfLiteParserBruno Goncalves
E.g. Equal, NotEqual, Greater, GreaterOrEqual, Less and LessOrEqual Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com> Change-Id: Id56ef3cc19cc5c5daa19354010c9f25766e5fd00
2021-07-15Fix some compile warnings & errorsRob Hughes
* Fix type of literals * Add explicit casts * #include missing headers * Replace use of non-standard u_int8_t * Remove name of unused variables * Fix DLL export macro - this was broken when some of the exporting headers were moved to a different library. Change-Id: Ie569c8df41a077b46c608798f39526352e2aeb3a Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2021-07-01IVGCVSW-6075 Add ParseExpandDims to TfliteParserTeresa Charlin
* Add ExpandDims tests in tfliteparser * Add support for negative axis to squeeze Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I604c9b4ac6514895e9e3d4d85c2937e797d288e0
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
2021-06-11IVGCVSW-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
2021-06-02IVGCVSW-5962 Remove boost::multi_arraySadik Armagan
* Replaced all instances of boost::multi_array with flat vectors. * Updated LayerTestResult struct with new member variables. * Updated CompareTensor function to compare flat vectors and the shape. * Removed MakeTensor function from TensorHelpers.hpp. * Removed GetTensorShapeAsArray function from LayerTestResult.hpp. * Removed boost::array usage. * Removed boost::extents usages. * Removed boost::random usages. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iccde9d6640b534940292ff048fb80c00b38c4743
2021-05-27IVGCVSW-6079 Fix circular dependencyNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I29793ece7b6bfc015c643be3ed16529ab50f0d7d
2021-05-25IVGCVSW-3649 Add Prelu with different alpha dimension test to TfLiteParserNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I982ecd66ea3ed4d88934cd8254832eecb4a7adb4
2021-05-25IVGCVSW-3649 Add TfLite parser support for Prelu layerNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I3dedcc86efe1a67c709d9da636953e2fc400107b
2021-05-18IVGCVSW-5964 Removing some remaining boost utility usages from tests.Colm Donelan
* Adding a basic PredicateResult class to replace boost::test_tools::predicate_result * Replacing all uses of boost::test_tools::predicate_result with the new armnn::PredicateResult class * Replacing use of boost::test_tools::output_test_stream output with std::ostringstream in ProfilerTests.cpp Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I75cdbbff98d984e26e4a50c125386b2988516fad
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
2021-05-04IVGCVSW-5882 Turn off Bias when data location equals -1mathad01
* Fix bug in stack layer which causes some models to seg fault. * Turn off bias input data if data location in TfLite file is set to -1. Signed-off-by: mathad01 <matthew.haddon@arm.com> Change-Id: I0db8cfe04874979382edcf2bed336339700e3538
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
2021-04-15IVGCVSW-5829 Segfault in tflite-parser, int8 modelsMatthew Sloyan
* Updated ParseSplit TfLiteParser function to read correct axis data. * Improved validation in ParseSplit and ParseSplitV function. * Added TensorFlow BOOL support to TfLiteParser. * Added supported ElementWiseUnary operators to TfLiteParser E.g. ABS, LOGICAL_NOT and RSQRT. * Removed ParseExp and ParseNeg function implementation in favour of reusable ParseElementWiseUnary function. * Removed Exp.cpp and Neg.cpp files and moved tests to ElementWiseUnary.cpp. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ibce36e3ce4d95755dda88abc2ddde1e07e62c5e2
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
2021-04-09IVGCVSW-5804 TfLiteParser fails to correctly parse ArgMinMaxMatthew Sloyan
* Fix for GitHub#523. * Updated ParseArgMinMax function to read correct axis data. * Improved validation in ParseArgMinMax function. * Added ARG_MIN support to TfLiteParser. * Added ArgMinMax unit tests for TfLiteParser. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib4ce1a7c66e210c47859a130c4896aac958f2654
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
2021-04-07IVGCVSW-5422 Add per-channel quantization tests to depthwiseJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ie51ce20540e5e7a704ce2b4be4e8cf64f91ea990
2021-03-25IVGCVSW-5741 Update FullyConnected in TfLiteParser to support NonConstWeightsFinn Williams
!armnn:5180 * Remove unnecessary memcopy for non permeuted const tensors Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Idc3ce2ac001e7d6be61819279de486f093730383
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-4873 Implement Pimpl Idiom for INetwork and IOptimizedNetworkFrancis Murtagh
!android-nn-driver:5042 Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ia1ce8b839e81b46428ba0f78463e085e5906958d Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Finn Williams <Finn.Williams@arm.com>
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
2021-02-09MLCE-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
2021-02-08IVGCVSW-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
2021-02-04IVGCVSW-5592 Implement Pimpl Idiom for Tf and TfLite ParsersKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I4a82aca4a2c47b3c598b91bc0075c09397be728a
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>
2021-01-22MLCE-335 'DEPTH_TO_SPACE and GATHER operator support in TfLiteParser'Sadik Armagan
* Added GATHER operator support to TfLiteParser * Added DEPTH_TO_SPACE operator support to TfLiteParser Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Id5d3b54e2d850eb9f19417029efbeb73a3029e69
2021-01-20MLCE-336 'TfLite parser and ExecuteNetwork issues'Sadik Armagan
* Report the error thrown Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: If5e5160f43c11a284b919d76b04d9c4d53e9c56c
2021-01-15IVGCVSW-5424 TFLite parser not parsing new TransposeConvDavid Monahan
* Added support for bias vector in TransposeConv to TfLite parser * Added UnitTest Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I6483986a9da9216084b4b885b7fd980fc3580fa9
2020-12-17IVGCVSW-5614 Enable Hard Swish and Elu activationsMatthew Sloyan
* Enabled Hard Swish and Elu in TfLiteDelegate * Added support for Elu in TfLiteParser Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: If09321b58568a98e14cabce610a1586556da041e
2020-12-16IVGCVSW-5595 Fix incorrect padding value for asymmetric quantized typeNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I85f0c30757043f8c27c78d607f0f9dbbdd35b9fb
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>
2020-10-29IVGCVSW-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
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