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2020-11-18Fix logical vts skipNarumol Prangnawarat
* Add Boolean support for Reshape * Use LogicalUnary factory and data type for LogicalNot Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I8e072fde200b7716556ae67f79616458cf98ff20
2020-11-18IVGCVSW-5558 'Output all zeroes using EthosNAcc backend when falling back to ↵Sadik Armagan
CpuRef' Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I0c3ece5baf587e6cc22dfbec7ff98bd3573e0243
2020-11-17IVGCVSW-5535 Extend dump file with info about fused layersMike Kelly
* Add optional ActivationDescriptor information to SerializeLayerParameters Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I6268932cdc4637cdb30948e1b7f0f0649ba18492
2020-11-17IVGCVSW-5530 'Cannot run SSD Mobilenet f16/uint8 on CpuRef via ExecuteNetwork'Sadik Armagan
* Added FP16 DataType support to DetectionPostProcess * For DetectionPostProcess layer output is always Float32 regardless of input type Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I21f63dd08f0863e9a98e105b3009bab3da1ab0c3
2020-11-13IVGCVSW-5328-5329 Fuse ActivationMike Kelly
* Added Fused Activation Optimization to both CL and Neon backends. * Added Fused Activation support to all the CL and Neon workloads that support it. * Changed ProfilingTest network to be a Convolution layer followed by an Abs layer rather than an Activation layer. * Added IBackendInternal::OptimizeSubgraphView function that can accept a ModelOptions. * Network will now call OptimizeSubgraphView passing in the ModelOptions. Signed-off-by: Keith Davis <keith.davis@arm.com> Signed-off-by: Mike Kelly <mike.kelly@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib536ac3cbafc7d9b35c139ad9a65b7735262cd9d
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
2020-11-09IVGCVSW-5327 Add to Layer a binary blob to host the activation layer infoKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I0a07dea96a86849701ba387dbea148909a6d729b
2020-11-08IVGCVSW-5315 Create FuseBatchNorm classMike Kelly
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Id0625c58dbeea79874bf986b70d136ed9390bf83
2020-11-02IVGCVSW-5476 Fix Fuse_batchNorm_into_Conv2D_Float32_TestTeresa Charlin
* failing with no backends provided Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I55ebfc52268ad667e495831c64977338d003db99
2020-10-30Print out more information about the graphAyan Halder
Besides, the layer name, type and backend, it is useful to print the count of input/output tensors. Also, we could print the tensor dimensions. Signed-off-by: Ayan Halder <ayan.halder@arm.com> Change-Id: I91ac09ae1d594e13f01e1db60dc531b16ae87dde
2020-10-30IVGCVSW-5322 Fix segfault between Neon and Cl layersNarumol Prangnawarat
* Fallback to memory copy if memory import is not supported * Remove direct compatibility between Neon and Cl Tensors * Unit tests fallback from Neon to Cl and Cl to Neon Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Iec00a77423fb23b37a6b1aefee1b2ec4d649efca
2020-10-29IVGCVSW-5468 Rewrite QuantizationDataSet.cpp to avoid use of CsvReaderJames Ward
* Remove armnnUtils/CsvReader and usage * Remove armnn/CsvReaderTest and usage * Replace functionality in QuantizationDataSet.cpp Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I7213904482afa93ae6d607aa5e69117c8c34ea81
2020-10-29IVGCVSW-5314 Create OptimizeForExclusiveConnectionTeresa Charlin
* FuseBatchNorm class has been added to facilitate testing * Only Convolution2D FP32 being fused Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I049c4770946ddca21b08516d4c9f4d0d22bf9b45
2020-10-28IVGCVSW-5433 Remove boost::transform_iterator and make_transform_iteratorFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I28aace7092cff5743353df1b1de8e7a4691554d3
2020-10-28Fix BackendHint missing when cloning a layerNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I550fb59469af39f8fa3415843e973f06b18485e5
2020-10-16IVGCVSW-5435 Add FloatingPointComparison to remove boost::math::fpc usesMatthew Sloyan
* Added FloatingPointComparison.hpp and FloatingPointComparisonTest.cpp, which compares two floats and returns true if the values are within a specified or default tolerance of each other. * Also removed boost::math::fpc from test/TensorHelpers.hpp to validate. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I164c32eccd213c53bb1bc4f9cd4ee4838f1781c9
2020-10-13IVGCVSW-5434 Remove boost/preprocessor.hppJim Flynn
Change-Id: I51462d18ce0be4b88a23453cfdd16510f30dd1e3 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2020-10-13IVGCVSW-4489 Remove remaining occurrence of boost::formatMatthew Sloyan
* Replaced with fmt::format in Descriptors.cpp. * Removed remaining boost/format headers in ArmNN codebase. * Removed additional boost header in Network.cpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib98b83bf4ec99ef98ce7a3635ec0dd478c3e43e1
2020-10-09IVGCVSW-5291 Fix for Yolov3 producing 0s on NeonDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I9331d590e71fc479979c11be9dc750d6435f12bc
2020-10-08IVGCVSW-5363 Add Unmap layer and Unmap workloadJim Flynn
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Signed-off-by: Jim Flynn <jim.flynn@arm.com> Change-Id: Ie5ecfa67e4763d0c058905592fe2e2fd7315f85c
2020-10-07IVGCVSW-5362 Add Map layer and Map workloadJim Flynn
Signed-off-by: Jim Flynn <jim.flynn@arm.com> Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Id2227c58809b84c7a7af61f7c0d88ad7d45ce558
2020-10-06IVGCVSW-5407 Failing UnittestMike Kelly
* The number of error and warning messages will vary depending on the device but will always be greater than 0. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Iee1d12e60d8c88c9116083d7274cea2ec23cb032
2020-10-02IVGCVSW-5297 Remove boost::format from rest of ArmNN.Colm Donelan
* Replacing calls to boost:format with fmt:format. * TensorUtils.cpp added outputShape.reserve call. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I4b2ed0f72039df824a2adca9309b8a9bbb158c5b
2020-10-02IVGCVSW-5334 Remove remaining boost::numeric_cast from armnnMatthew Sloyan
* Floating point casts now use armnn::numeric_cast. * Also removed remaining header imports. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I2d37847d67f164fc0a0ae17f34d49ff3d2210c30
2020-10-02IVGCVSW-4997 'Superfluous memcopy workloads'Sadik Armagan
* If Output Layer is already connected to MemCopy Layer do not insert CopyMemGenericWorkload. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I9f813be5a3de2bc62d16864edb3eeaf371ef48e0
2020-10-02IVGCVSW-5306 Add floating point type checks to NumericCast.hppMatthew Sloyan
* Added Unit Tests to capture all combinations. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I04db920a5f5f485dc00b2f16582cf7e0bbef3ef2
2020-10-01Include layer GUID in SerializeToDot outputRob Hughes
Change-Id: I1a6df60683cc51fcd9739b6dc98f1e722becf045 Signed-off-by: Robert Hughes <robert.hughes@arm.com>
2020-09-30IVGCVSW-4519 Remove Boost Variant and apply_visitor variantJames Ward
* replace boost::variant with mapbox::util::variant * replace boost::apply_visitor with mapbox::util::apply_visitor * replace boost::get with mapbox::util::get Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I38460cabbcd5e56d4d61151bfe3dcb5681ce696e
2020-09-30Refactored Optimize(...) function to throw exceptions instead of returning nullMike Kelly
* INetwork::Optimize(...) states that the function should throw an exception if it fails but the implementation in Network.cpp returned null in some scenarios instead. This has led to some confusion amongst users. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I358d1293232c9464772aa0e39ab3355e3570c823
2020-09-22IVGCVSW-5318 'Create a Neon/CL Workload Unit Test fast_math option enabled'Sadik Armagan
* Unit test implemented to make sure it returns WINOGRAD * Updated the enable-fast-math option in ExecuteNetwork to be consistent Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Id64f114ae47966def69a9eef0770a4251ee56a41
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
2020-09-15IVGCVSW-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-5157 'Pipe ModelOption through Network::LoadNetwork() to Workload ↵Sadik Armagan
factory' * Pass ModelOptions to WorkloadFactory * Updated signature of CL and NEON Convolution2d workloads added FastMathEnabled param. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I536178be8e4dd4083489e69febadaf0feeba46d2
2020-09-11IVGCVSW-5245 Add Quantization operator=() functionKevin May
* Add unit tests to check if Quantization info copied correctly Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I7bb7bde5d97e82c57252c6d5131fbe21ad3096d2
2020-09-10IVGCVSW-5156 Introduce ModelOptions to OptimizedNetworkSadik Armagan
* Introduced ModelOptions to IBackendInternal * Introduced ModelOptions to Network * Added FastMathEnabled parameter to Conv2d Validate function in CL and NEON * Added Optimizer tests Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ib54c1e82cb3d89a52756ed499cf91b6a7fdb2063
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
2020-08-31IVGCVSW-5231 Remove CreateTensorHandle in the test where there is ↵Keith Davis
NO_DEPRECATE_WARN * Done for all elementwise layers, Activation, BatchNorm, BatchToSpace Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Id1d15a0960233026aecf7a07e0d3f006e07e4abf
2020-08-28IVGCVSW-4979 'Remove CreateTensorHandle using WorkloadFactory in workload tests'Sadik Armagan
* Small refactor in unit tests using TensorHandleFactory to use reference instead of pointer Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I1a702941890034a45029c014c8b11e185f45a807
2020-08-27IVGCVSW-5257 'Remove CreateTensorHandle in the test for layers beginning with S'Sadik Armagan
* Re-factored SoftmaxTestImpl to use TensorHandleFactory to create TensorHandles Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I83559a89187bbed0d6f34ca589ea81c694bf5683
2020-08-26IVGCVSW-5250 Remove CreateTensorHandle in the test for layers between E-FFinn Williams
* Added new test function to pass in the ITensorHandleFactory Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I9b2e9250200e092541e29796ec53cabd0b677acf
2020-08-20Bugfix: Allow permutation of QuantizationDimFrancis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ib98ec471e6fdd47600b7c62d0b4d19dd36e20cbd
2020-08-19IVGCVSW-5012 Add importEnabled option for OptimizerOptionsNarumol Prangnawarat
* Default importEnabled to false * Improve error messages Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I17f78986aa1d23e48b0844297a52029b1a9bbe3e
2020-08-17IVGCVSW-5114 Enable memory import in TfLiteYoloV3Big AppNarumol Prangnawarat
* Enable memory import in TfLiteYoloV3Big App * Add isMemoryManaged flag to Concat and Splitter layers Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I7e00f5da2a016c09d480b744fb17ea5611af8365
2020-08-17Fix Windows buildRob Hughes
Change-Id: I145d220c73313e31c184b6a75ab7f4823df99919 Signed-off-by: Robert Hughes <robert.hughes@arm.com>
2020-08-17IVGCVSW-5214 Add ARMNN_NO_DEPRECATE_WARN to Concat and Splitter LayersTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I15eeda7d63d134194faa9fa09ff6a23d928b208b
2020-08-17IVGCVSW-5107 Allow Split to use subtensor on x and yKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I2370d260b750f36842c23f08e8a00ccf976d0aed
2020-08-17IVGCVSW-5215 Add ARMNN_NO_DEPRECATE_WARN to OutputHandlerTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I9ee3c114b4f7d2010a955aaa5126fdfee5b3ef04
2020-08-16IVGCVSW-5012 Enable zero copy for NeonNarumol Prangnawarat
* Allow memory import if padding is not required in Neon * AddMockImportBackend for fallback tests * Refactor GraphUtils * Memory import unit tests * Fallback unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ic2e141e12774bf6d915e77745b6f6d2d83d9b82d
2020-08-11IVGCVSW-5207 Add to PadLayer the functions to validate and infer shapesTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I63a6da418862b0a843637d73cbe178086f23bc84
2020-08-10Update ACL pin to 4aed4aafa2ddb0b6f4b76aef5008c8bb45599ea4Teresa Charlin
* Use axis=-1 in all softmax tests as ACL only accepts this dimension (the most right dimension, in ACL is 0 and in ArmNN is -1). Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I4be83f60aa9505b4bf2367c4489e6f12d644c6d4
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