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2019-12-31IVGCVSW-4246 Clean build Layers with -WextraDerek Lamberti
Change-Id: I649cd2304fb0040164763d31a12fc77c6c3bed87 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-12-17IVGCVSW-4293 Fix multiple Concat issues.Derek Lamberti
* Fix issue with InputLayer or ConstantLayer being used as inputs to Concat. * Fix issue with same input being used multiple times for same Concat. * Fix issue where input is used by multiple concats. Change-Id: Id4819aeec5a40e2afa0351838ba082b9f74aba33 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-12-09IVGCVSW-4210 Create a public API for the common backend filesMatteo Martincigh
* Create a public API for the common backend files * Move OutputHandler to armnn internal * Remove unused headers Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I3e86d908b021e3561befa9d45158d87d2cbb18c0
2019-11-29IVGCVSW-4209 Create a public API for the ArmNN UtilsMatteo Martincigh
* Moved the relevant armnnUtils headers to the new location: include/armnnUtils * Update the header usage throughout the source code !android-nn-driver:2387 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I2ba15cebcacafad2b5a1a7b9c3312ffc585e09d6
2019-10-23IVGCVSW-4010 Add serialization support for StandInLayerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I2017c15b485b82437c6ffdac4d3112bcc2cbe9e9
2019-10-21IVGCVSW-4009 StandInLayer frontend APIDerek Lamberti
Change-Id: I058c57b554769799c6775813215070ef47790e3d Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-10-21IVGCVSW-3993 Add frontend and reference workload for ComparisonLayerAron Virginas-Tar
* Added frontend for ComparisonLayer * Added RefComparisonWorkload * Deprecated and removed Equal and Greater layers and workloads * Updated tests to ensure backward compatibility Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Id50c880be1b567c531efff919c0c366d0a71cbe9
2019-10-11IVGCVSW-3973 Add frontend for LOG_SOFTMAXAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ic6acc7176deea3753b32ce6340f642d19dce0e9f
2019-10-10IVGCVSW-3944 Add ArgMinMax output shape validationJames Conroy
Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I469895da158b062cd19248832525fa21527f7d41
2019-10-03IVGCVSW-3932 Add frontend for INSTANCE_NORMALIZATIONKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ib152148ccd8d2733c617d0cf9402661fc6b71316
2019-09-24IVGCVSW-3900 Add deserialization test for DepthToSpaceAron Virginas-Tar
* Fixed bug in DepthToSpaceLayer::InferOutputShapes by removing leftover throw UnimplementedException * Added Deserializer/DepthToSpaceFloat32 deserialization test Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I8fc31d0270b4de1dac45ee12c2b798df81f312a7
2019-09-24IVGCVSW-3623 Implement NeonTensorHandle::ImportDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I7213788725fd4e4cf1176998604e999d0b7ed6cc
2019-09-20Fix some minor issues around SpaceToDepthAron Virginas-Tar
* Removed unnecessary code from SpaceToDepthLayer::InferOutputShapes() * Refactored SpaceToDepthQueueDescriptor::Validate() and added extra checks for block size and output depth Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ieeed3144e2589b2e8695ef65ce17752bc595332f
2019-09-20IVGCVSW-3883 Add frontend for DepthToSpace layerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I18d957af6e988ffb6b9ee46ac836d1f38600e10b
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
2019-09-17IVGCVSW-3875 Add frontend for SLICE layerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Iebe675a0cee02db6f133d48ce58cbc1e233061db
2019-09-16Fix typo int comment surrounding constructor in ResizeLayer.hppAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I9739e2f685a49d00efaa873207c7b38d98b9b14c
2019-09-05IVGCVSW-3722 Add front end support for ArgMinMaxNikhil Raj
Change-Id: I31c5616bea3097f30cde68442d3222e0b0fe2235 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2019-09-05IVGCVSW-3739 Add Arm NN front end support for Abs LayerKevin May
* Add Abs Layer * Add no-op factory implementations for CpuRef, CpuAcc, GpuAcc * Add Queue Descriptor in WorkloadData * Add IsAbsLayerSupported to LayerSupport * Add LayerVisitor tests Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ib0992571d1c80de851cea466291be904e9bdb430
2019-09-04IVGCVBENCH-1337 Added additional layer parameters to dot file and -v optionAndre Ghattas
* Generic layer parameters now show up in dot file * Convolution layer parameters have also been added to dot file * ExecucteNetwork has an additional -v flag which generated dot file if there Change-Id: I210bb19b45384eb3639b7e488c7a89049fa6f18d Signed-off-by: Andre Ghattas <andre.ghattas@arm.com> Signed-off-by: Szilard Papp <szilard.papp@arm.com>
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
2019-08-16IVGCVSW-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
2019-08-05IVGCVSW-3277 Mem export/import suppor for TensorsDerek Lamberti
* Rename MemoryStrategy to EdgeStrategy * Add MemImportLayer * Import memory rather than copy when possible Change-Id: I1d3a9414f2cbe517dc2aae9bbd4fdd92712b38ef Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-08-02IVGCVSW-3604 Fix channel shape calculation in ↵Narumol Prangnawarat
TransposeConvolution2dLayer::InferOutputShapes Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I2e3d5922bb89c8f3b84ff5458fda981ff177c3ce
2019-07-26IVGCVSW-3537 Add support for L2 Normalization with < 4 dimensional tensorsMatthew Jackson
* Fix reference L2 Normalization workload to support < 4 dimensional tensors * Add unit test for L2 Normalization with 2d tensor to Reference, Neon and CL test suites * Fix typo in StackLayer Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I48a6a1289bcb02955b24f261bc70b467bd1abc23
2019-07-24IVGCVSW-3469 Add front end for Quantized LSTM layerJames Conroy
* Added new layer QuantizedLstm (Android Q) * Made necessary changes to APIs * Added unit tests Change-Id: I3b9f16b0e7e49f51932cf204c87cb7118798123a Signed-off-by: James Conroy <james.conroy@arm.com>
2019-07-11IVGCVSW-3454 Fix VTS dilated conv2d test failuresMike Kelly
* Updated InferOutputShapes to take dilation into account Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I84e999dc037fa47ce5290e9baa0df94bc9e7ce4d
2019-07-10IVGCVSW-3418 Add Arm NN front end support for the new Stack layerMatthew Jackson
* Added new StackLayer class * Made necessary changes to Descriptors, ILayerSupport, ILayerVisitor, etc. * Added unit tests Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: Ieb97a928a342ffe1901c6058eb895711c358fd3d
2019-07-03IVGCVSW-3277 Remove dead codeMatteo Martincigh
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: Ibc108699f0bccf9210defac8707c4f61cb181e3f
2019-07-02IVGCVSW-3382 Deprecate ResizeBilinear and use Resize with Bilinear methodAron Virginas-Tar
!android-nn-driver:1451 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ieedbce1f6e95891137a250fdd07e2f7e4e1f4828
2019-07-02IVGCVSW-3236 Extend Ref LSTM with layer normalization supportJan Eilers
* Add descriptor values * Update lstm queue descriptor validate function * Update lstm workload * Update isLstmSupported (Cl and Ref), LayerSupportBase, ILayerSupport * Update lstm layer * Add unit tests Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I932175d550facfb342325051eaa7bd2084ebdc18 Signed-off-by: Jan Eilers <jan.eilers@arm.com>
2019-06-28IVGCVSW-3363 Add frontend support for Resize LayerTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I63493ddb7598515773073deb6db2eb3a635c5dfe
2019-06-27IVGCVSW-3324 Add end-to-end tests for TransposeConvolution2d on CpuRefAron Virginas-Tar
* Added one end-to-end test for all supported data types and data layout * Implemented RefLayerSupport::IsTransposeConvolution2dSupported() * Fixed formula used in TransposeConvolution2dLayer::InferOutputShapes() Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: If1ba3c226ecfa17f7fceffae857f39297c6433f2
2019-06-24IVGCVSW-3277 Refactor TensorHandle factory APIDerek Lamberti
* Added backend support for multiple types of TensorHandle factories * Refactored the backend API to enable new tensor strategies * Added mechanism to determine memory strategies during optimization * Perform mem-copy only when Direct access is not found * Explicitly deleted the copy-constructor from OutputSlot to prevent accidental local copies that would cause the DisconnectAll to be called by the destructor Change-Id: I7e812c8e5e6c1c20db1c5932749ac70fd93db7f8 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com> Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-21IVGCVSW-3319 Add frontend support for TransposeConvolution2d LayerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ic06f63f1eff255e697facf319e2ac4c83d782e7c
2019-06-17IVGCVSW-3267 Add Arm NN front end support for the new Prelu Activation layerMatteo Martincigh
* Added new PreluLayer class * Made necessary changes to ILayerSupport, ILayerVisitor, etc. * Added unit tests Change-Id: Ifcfb78e823bb5a245ed1dad15290d2f60115c882 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-12IVGCVSW-3258 Add front end support for new SpaceToDepth layerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Id677e29a734f2b36483d939ad370079bdc11551e
2019-05-28IVGCVSW-3119 Rename MergerLayer to ConcatLayerJim Flynn
!android-nn-driver:1210 Change-Id: I940b3b9e421c92bfd55ae996f7bc54ac077f2604 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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
2019-05-20IVGCVSW-3124 Rename workloadFactory CreateMerger to CreateConcatJim Flynn
Change-Id: Id836372c0e4ef0c3996085facc4da6263366abcf Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-13MLCE-101: Adding dilation support in conv and dconvPablo Tello
Added support for dilation in DepthwiseConvolution2d in the Neon and CL backends. Change-Id: Ie1522b498c07f80d6efcf9dc79e926c8cfa06ca5 Signed-off-by: Pablo Tello <pablo.tello@arm.com>
2019-04-30IVGCVSW-3021 Add end-to-end flow control integration testMatthew Bentham
Currently asserts that the net fails to optimise as that is the expected behaviour, but it's complete enough to exercise most of the code in SwitchLayer.cpp and MergeLayer.cpp Also, fix a bug in SwitchLayer::ValidateTensorShapesFromInputs found by the new test. Also, make topological sort slightly more robust to missing connections as it should not be the job of the sorter to validate the graph. Change-Id: I30b9e2d4769ab14a6820284871a79a5bb3eef1ef Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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>
2019-04-18IVGCVSW-2980 Build ArmNN with the latest version of the driver stack libraryMatteo Martincigh
* Changed the pre-compiled object held by the pre-compiled layer into a unique pointer, so that now the layer has the ownership of it * Changed the pre-compiled object held by the descriptor and the workload into a naked pointer, to leave the ownership to the layer Change-Id: I4a582e45ca0aa3978e8e40b786c743a6eddce852 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-04-16IVGCVSW-2957 MergerLayer subtensor optimization now backend agnosticDerek Lamberti
+ Update clframework pin + Cl and Neon Merger workloads updated to use MemoryLayout agnostic API + Workloads only use sub-tensor optimization if ALL input tensors are sub-tensors + Refactor LayerSupportCommon code to be a bit more succinct Change-Id: Ib61ad4ccbd767e924dff07e61022e0cda4069828 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-04-05IVGCVSW-2914 Add Switch Layer and no-op factory methodSadik Armagan
Change-Id: I6a6ece708a49e8a97c83a3e7fec11c88af1e1cfa Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
2019-04-05IVGCVSW-2915 Add Merge Layer and no-op factory methodNattapat Chaimanowong
Change-Id: I54549671e0d3b207904cf9796a843eb2b0a631f7 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-04-01IVGCVSW-2871 Ref QuantizeLayer workloadDerek Lamberti
Change-Id: If048b2a053c542b31ae344fe0af04d9b4f40eb6d Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-03-28IVGCVSW-2874 Add DequantizeLayer and no-op factory methodNattapat Chaimanowong
*Add Dequantize layer to the frontend *Add Serializer and Deserializer for Dequantize Change-Id: Ide2647b9e0348d599deb97e61ca4bf66e2f17fc0 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-27IVGCVSW-2870 Support QuantizeLayer on frontendDerek Lamberti
Change-Id: I2014a8d801f1f222d27a80dddf4f188ddcb3a5c9 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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