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2021-06-16IVGCVSW-6088 Add Sin and Log to ElementWiseUnaryTeresa Charlin
* Ref workload * Cl workload * Neon workload * Serializer * Deserializer * Remove boost include from TensorTest.cpp Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I498548169cc77609c55cf3105f1de5a7429772cf
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
2021-06-09IVGCVSW-5855 Refactor the reporting of capabilities from backendsFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I05fc331a8e91bdcb6b8a2f32cfb555060fc5d797
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
2021-05-20MLCE-418 Reduce layer does not support multiple axesMatthew Sloyan
* Added backend specific optimization to chain new reduces layers for each axis to simulate behaviour of a layer with multiple axes. * Added function to calculate reduced output shape. * Added unit tests. * Includes rework to fix IVGCVSW-5987. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I154b3698b5e6756b05b2a0b5a3f0896184efce72
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
2021-05-08IVGCVSW-5818 Enable import on GPUNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I4e4eb107aa2bfa09625840d738001f33152e6792
2021-05-07Revert "MLCE-418 Reduce layer does not support multiple axes"Matthew Sloyan
This reverts commit d905decd256558bbee165e636ce4242ac3b9c917. Reason for revert: LargeGraph_TENSOR_FLOAT32/FLOAT16 CTS tests failures Change-Id: Ie69826549e73775825f45134375b5b2c41aebd01
2021-05-06MLCE-418 Reduce layer does not support multiple axesMatthew Sloyan
* Added backend specific optimization to chain new reduces layers for each axis to simulate behaviour of a layer with multiple axes. * Added function to calculate reduced output shape. * Added unit tests. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I180b0b111b7bcf3d0c283f1db0b82d5f17757682
2021-05-06IVGCVSW-5815 Generalise ConstCpuTensorHandleJames Conroy
* Generalises ConstCpuTensorHandle and inherited classes by removing 'Cpu' from aliases. * New renamed classes: ConstTensorHandle, TensorHandle, ScopedTensorHandle, PassthroughTensorHandle, ConstPassthroughTensorHandle. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I1824e0e134202735fb77051f20a7252f161dfe16
2021-04-29IVGCVSW-5819 5820 5821 Add MemorySourceFlags to ↵Francis Murtagh
TensorHandleFactoryRegistry::GetFactory * Modify Layer::CreateTensorHandles to include MemorySource * Modify INetworkProperties to add MemorySource * Disable Neon/Cl fallback tests until full import implementation complete Change-Id: Ia4fff6ea3d4bf6afca33aae358125ccaec7f9a38 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2021-04-22IVGCVSW-5419 'Add ACL Support for CAST Operator'Sadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I481343af311cf3cbc81eee80e80d8b5581fdfd7b
2021-04-09IVGCVSW-5803 Delegate Unit Tests Failure on Android: Normalization & SoftmaxKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I2873f8563cc11da550d460b04e5175372489a564
2021-04-02IVGCVSW-5783 'Add AsyncExecution Capability'Sadik Armagan
* Added AsyncExecution to the BackendCapability enum class. * Logged a warning if backends do not support AsyncExecution capability if AsyncNetwork is created. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I49f8467297f4b6b8e414cb6a3638a7d3f1bb886a
2021-03-29IVGCVSW-5676 Fixing build failure in backends jenkins job.Colm Donelan
* Adding ref backend "ifdef" around ref test cases in NeonLayerTests_NDK_Bug.cpp * Removing unnecessary includes from NeonLayerTests_NDK_Bug.cpp. * Removing unnecessary include from NeonLayerTests.cpp * Breaking up Backends_Capability_Test into one per backend to allow for conditional compilation. * Remove unnecessary printout in src/backends/neon/test/CMakeLists.txt Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I9a36cd197e684ed55af244e5c998ee67bb8da88c
2021-03-25IVGCVSW-5676 Eliminating some Neon unit tests for debug builds.Colm Donelan
* Creating a new NeonLayerTests_NDK_Bug test class. * Moving a subset of tests effected by an NDK bug from NeonLayerTests into NeonLayerTests_NDK_Bug. * Excluding NeonLayerTests_NDK_Bug from the build if it's an Android debug build and NDK is less than r21. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Icb16d8bbb784fb0357deef281d7aa713e11af8ac
2021-03-25IVGCVSW-5736 and IVGCVSW-5743 'NonConstWeights: Update front-end and ↵Sadik Armagan
TfLiteDelegate support for FullyConnected Operator' * Added front-end support for non-const weights for FULLY_CONNECTED operator * Added FULLY_CONNECTED end-to-end test * Updated FULLY_CONNECTED operator support in TfLite Arm NN Delegate for non-const weights * Updated the version numbers Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iffa5b9aa9297aca4c02d923cce4636c88ac21faa
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>
2021-02-12IVGCVSW-5685 Add CpuAcc specific configuration option numberOfThreadsMatthew Sloyan
* Added ability to set number of threads used in CpuAcc backend * Enabled number-of-threads option in ExecuteNetwork * Added TfLiteDelegate ModelOptions test * Added unsigned int type to BackendOptions.hpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ia576d4f45cbe5df3654bc730bb5ebd5181d82b5a
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-4873 Implement Pimpl Idiom for IRuntimeKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I52448938735b2aa678c47e0f3061c87fa0c693b1
2021-01-25Update ACL pin to 6a4ebe1305b544aec1ba0bfc67ed65d94fcc8c2eNikhil Raj
* Pass in new window parameter to the schedule_op function Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I8579d2d6e55ab9888471bd780628df0f73438498
2021-01-25IVGCVSW-5525 Handle Neon optionality on 32 bit linux platformsFrancis Murtagh
* Add neon detection for linux using HWCAPs * Add test to check for backend throwing BackendUnavailable exception Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ib74aeb06abe5f88f21ecdd1edb2a1cd20ee2019d
2021-01-21IVGCVSW-5616 Don't fuse activation if quantization parameters are differentTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6504e922113aa9e397f53e570ebcf47e1f133945
2021-01-15Renaming NEActivationLayerKernel to CpuActivationKernelNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I33dc1127627b4b89c02a3bea246eaf7499e5a780
2020-12-17IVGCVSW-4625 Add CL Rank WorkloadDavid Monahan
* Added CL implementation of Rank Workload * Removed references to memcpy_s as it's a windows only function Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ia63666b9640d76a775f2ab98b3cd7e9f77b5a507
2020-12-03IVGCVSW-4626 Add Neon Rank WorkloadDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I5a85597e75d2b879ae234c6929686fabe99d7bc8
2020-11-30IVGCVSW-5568 Revert "IVGCVSW-5563 Fix Crash on model with FullyConnected ↵Teresa Charlin
Sigmoid Activation" * This reverts commit be25d94aefe53f221304b1f5f344913b708f808b. * Add Unit Test: any receiver layer + any activation layer in float and QAsymmU8 * Tidy up fuse activation tests Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ie059d03b85cd17eaaafe5188bb173672a1fb9ae0
2020-11-19IVGCVSW-5093 Remove redundant LogicalUnary functionsJames Conroy
* In favour of ElementwiseUnary functions which are the currently used code path. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I34964d2dcabd4b7ddf0b455df17c48e3c6812ee4
2020-11-19IVGCVSW-5563 Fix Crash on model with Fullyconnected Sigmoid ActivationKevin May
* Add supported activations check to Neon FullyConected validate Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I67a36eb83d0568d000e928e27eba3c84e32cdc72
2020-11-18IVGCVSW-5093 Add NEON Logical workloadJames Conroy
* Add NEON Logical workloads for NOT, AND and OR. * Enable Layer and IsSupported tests on NEON. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Ibca59530457a664ca3d77751825642f8daf52fab
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
2020-11-17MLCE-278-IVGCVSW-5530 FusedActivation issuesMike Kelly
* GetOverriddenDataType was returning incorrect quantization data * Optimized CpuAcc and GpuAcc SubGraphs fail validation on debug versions of ArmNN Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ie97935cc2af67bd9aeebc94b63dafa458bd1aa8c
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
2020-11-12Update ACL pin to d7341fb9e3b24b904edf7ac9d83e1e063bc77765Teresa Charlin
* Use NEConvolutionLayer Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ieb81fafaf34a63be8daf297ebe1bb0e4079daf4e
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
2020-10-14IVGCVSW-5335 Added Documentation for fast_mathMike Kelly
* Added Documentation for fast_math to CLBackendModelContext * Added Documentation for fast_math to NeonBackendModelContext Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I43a0568ae6914e074a80130a051e5d9bb849f2ba
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
2020-10-08Remove Resize from list of layers that need padding in NeonTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I054f0b71d4e9581c637fa09e40f6b661e58e39f3
2020-10-05Update ACL pin to fc2f6d0427e1d886fcccc68867d1af1ccd96608bTeresa Charlin
* Set use_padding to false in neon workload Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ia5367de331efe1d28dea4dfbefc0713720da81f9
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
2020-10-01COMPMID-3784 Fix 1 CTS MUL INT32 failure due to using SATURATETeresa Charlin
* LargeGraph_TENSOR_INT32_Rank4/26 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I9d07444db56e26c13a77bf022938644ed7953d6b
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
2020-09-25Update ACL pin to 840a72cc745c60eccbd26fe192b035ec68b2ee41Nikhil Raj
* Change tensor to non const to fix build error caused by ACL fix for QLSTM Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I7ab0f644dfb3cb3cf21bda73028e9368f3354f4a
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-5300 Remove some boost::numeric_cast from armnn/backendsMatthew Sloyan
* Replaced with armnn/utility/NumericCast.hpp * Some exclusions in reference backend * Excluded as requires float implementation in NumericCast.hpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I9e4e9cd502c865452128fa04415fd6f250baa855
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
2020-09-10IVGCVSW-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
2020-09-03Update ACL pin to ec4dee8c68a3d0f6d63db184bfb2f4589429778eTeresa Charlin
* Axis for LogSoftMax and SoftMax can be either positive or negative Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I36b0507ad7600c0a98c3b8be3c0350045ee05b84 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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