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2023-08-04IVGCVSW-2291 TILE Operator CL ImplementationCian McGriskin
* Added Tile Operator Implementation to CL * Added calls to the existing UnitTests * Added Documentation Signed-off-by: Cian McGriskin <cian.mcgriskin@arm.com> Change-Id: If7d25c7aa669c24e7816e5d445c7a3b9ce6972d4
2023-08-04IVGCVSW-7635 Remove deprecated code due to be removed in 23.08 (WorkloadFactory)Cian McGriskin
* WorkloadFactory.hpp CreateXXXWorkload replaced with CreateWorkload accepting LayerType for ABI stability. * These effect ref neon cl and mock backends * Also removed small deprecation comment in Optimization Views * Fixed ABI Version Issue Signed-off-by: Cian McGriskin <cian.mcgriskin@arm.com> Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Id37af2f882fc9d12b8c779de6b714013af866028
2023-08-04IVGCVSW-7635 Remove deprecated code due to be removed in 23.08 (ILayerSupport)Francis Murtagh
* ILayerSupport interface - removed unstable virtual functions. * User instead uses IsLayerSupported accepting LayerType enum argument. * Backend developers should implement the ILayerSupport::IsLayerSupported method accepting LayerType as a switch statement with case being LayerType and each case calling their implementation of IsXXXSupported() Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Iaaead8320bb1b2f1bdab6b5be2e1e69d0eb482d5
2023-08-04IVGCVSW-7676 Audit the use of ARMNN_ASSERTRyan OShea
* Replace most ARMNN_ASSERT's from tflite parser * Replace most ARMNN_ASSERT's from onnx parser * Replace some ARMNN_ASSERT's from tflite delegate * Replace some ARMNN_ASSERT;s from include files Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ie052e0180060203f28f64ebf54acad298f431caf
2023-08-03IVGCVSW-7635 Remove deprecated code due to be removed in 23.08 (SubgraphView)Francis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I6686ad0a16ef763dbdc771c7ef792ae2890e0ab2
2023-08-03IVGCVSW-7635 Remove deprecated code due to be removed in 23.08 ↵Francis Murtagh
(INetworkProperties) * Remove INetworkProperties::m_ImportEnabled * Remove INetworkProperties::m_ExportEnabled Change-Id: I246fef76f186c3d54cc39e2b5bc09b738458fef3 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2023-08-03IVGCVSW-7892 Segmentation fault when an input is directly connected to an outputTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I850970b4ebae68fc252f5468e3709725305961cc
2023-08-02IVGCVSW-7880 Add check for FP16 backend supportRyan OShea
* Check if preferred backends have FP16 support before enable fp16-turbo-mode * Unit tests * Replaced global gpuAccCapabilities with getter method construction * Replaced deprecated function call in SL shim Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: If29b62b330ca8987de8acf6408db11daf25ca0b5
2023-08-02Fixing ambiguous method name in BackendHelper.Colm Donelan
!android-nn-driver:10035 * Two of the 4 HasCapability methods in BackendHelper were checking the value of the capability not just the existence of the capability. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I63bc1671dfb088a947de70a21c86d2502f92f008
2023-08-02IVGCVSW-7933 Deprecated code: remove forwarding headers for moved headersTracy Narine
* Removing deprecated headers that were added in 22.02 * Fixed a few locations where the forward header was still used Signed-off-by: Tracy Narine <tracy.narine@arm.com> Change-Id: Ied42d0ecc750adadfbc053e0a3133d346f1ab343
2023-08-01Enable Slice EndToEndTests in all backends and Signed32 in CpuRefRyan OShea
* Enable SliceEndToEnd tests on CpuRef, CpuAcc, GpuAcc * Enable Signed32 support for slice in CpuRefLayerSupport Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ie9907c65dcb0eb2f2f346b22541ebfc692a109cb
2023-08-01IVGCVSW-7243 Remove deprecated code due to be removed in 23.05Kevin May
* Remove deprecated GetAxesToMul and GetAxesNotMul functions * Remove Deprecated version of file TensorCopyUtils.hpp Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I1fb652ff8319e73616991f11c1a19daecc40833c
2023-08-01Fix for failing dynamic backend buildMike Kelly
* Added missing fields. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I9e6e72b696b1a8314ef1828e99841eb3169d2722
2023-07-31MLCE-1092 Add Names to WorkloadsMike Kelly
* Added names to Workloads. * Workloads will be given the name of the Layer that created them. * Added new profiling macros to CL Neon and Ref that add the workload name to the event label * Updated workloads to use new macros. * Added missing profiling to Rank Workloads. * Fixed issue where ClConvolution2dWorkload was being reported as Undefined rather than GpuAcc. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I0a55eab6c2f455b73943aca8e99a247c3cb2a906
2023-07-31Update ACL pin to 16b37527906c68885f81a8db35f9d6040d73efecNikhil Raj
* Some header files have been moved from arm_compute/core to arm_compute/function_info in https://review.mlplatform.org/c/ml/ComputeLibrary/+/9979 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I1a52c9072417da65c3f7a847eac5c167eab983f1
2023-07-28Add datalayout to tensors in NeonStridedSliceWorkloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I9464970b0aa363f6ac3e0cb42ccb2bb3c8724ca4
2023-07-28IVGCVSW-7924 Add TILE to Support Library (SL)Teresa Charlin
* Add serialize parameters so that the multiples appear in the dot file Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id02ed709c97b866dabefed655b06bdb1b20c9026
2023-07-28IVGCVSW-7860 - Fix segfault with some models in the TfLiteParserDavid Monahan
* Added boilerplate checks around the ParseStridedSlice memcpy's Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ied85c709dee230eb2984d3e339ed711d62ab36bd
2023-07-27IVGCVSW-2292 Tile Operator Neon ImplementationDavid Monahan
* Added Implementation of the Tile Operator Workload to Neon * Added calls to the existing unittests * Added Documentation Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I0030ffe514215c79f5629d20671254dde9bec452
2023-07-26IVGCVSW-7885 Add TILE to TFLite parserTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic2c3a89b89f44f111e5a184c83db89ea1cb52976
2023-07-26IVGCVSW-7836 Add ReverseV2 End-to-End TestsDeclan-ARM
* create implementation header * add copyright notice * add pragma once and anonymous namespace * create network function declaration * complete body of network function * create end-to-end function declaration * complete body of end-to-end function * add references to tests for supported data types Signed-off-by: Declan-ARM <decmce01@arm.com> Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I376e48efd8b6ca9e0e0b05b516be599c0acdbd16
2023-07-25IVGCVSW-7887 Add TILE End to End testsCian McGriskin
* Fix error in InferOutputShapes Signed-off-by: Cian McGriskin <cian.mcgriskin@arm.com> Change-Id: I1b38285d82d22715c6502dc63b7bab981e3258e4
2023-07-25IVGCVSW-7884 - Add Tile to Serializer and DeserializerDavid Monahan
* Added parsing functions to the serializer and deserializer * Added Tile and its Descriptor to the ArmnnSchema.fbs * Added a Unittest Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I72e638d26038c9b118cd82f633af462fd19e2b34
2023-07-25IVGCVSW-7883 Front end and reference implementation for TILETeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Cian McGriskin <cian.mcgriskin@arm.com> Change-Id: I0afb2403fee11c5c1e58ea65e2525e99594d8f2d
2023-07-24IVGCVSW-7907 Model cannot use SubtensorsMike Kelly
* On Neon we cannot remove a Reshape if it's connected to a SplitterLayer. * Removed clause 5 in SplitterLayer which could erroneously prevent the use of Subtensors in certain circumstances. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I437eb5d3ede25329a4d11d12c3fb1aec2e76efb6 Signed-off-by: Mike Kelly <mike.kelly@arm.com>
2023-07-21IVGCVSW-7830 Clean upMike Kelly
* Follow up review to clean up whitespace and copyright errors mentioned in https://review.mlplatform.org/c/ml/armnn/+/9885 * Added BinaryElementwiseOperation to .dot files * Refactored ConnectedToSplitterWithMoreThan4Dims function to more generally useful ConnectedToLayerType function Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I0e3d0895888f3a3f0a9758ce30bc031aba50812b
2023-07-21IVGCVSW-7825 block non const bias on CL CONV2D.Teresa Charlin
* There's currently a problem with using a non const bias value in CLConvolution2d. We will block it for the moment. Change-Id: Iedccea44931a8826e2c1b295bbc46592d8ac3ef8 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
2023-07-20IVGCVSW-7850 block non const bias on NEON Depthwise conv.Colm Donelan
* There's currently a problem with using a non const bias value in NeonDepthwiseConvolution. We will block it for the moment. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: Ifd206cfd25a2305a80f8b0a88e07747e79468d18
2023-07-20IVGCVSW-7849 and IVGCVSW-7825 block non const bias on NEON CONV2D.Colm Donelan
* There's currently a problem with using a non const bias value in NeonConvolution2d. We will block it for the moment. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: Ia020cf48f7d5e0642f7763e82501f06ad89945d8
2023-07-17IVGCVSW-7891 Failure in Nightly testsMike Kelly
* Added check to ensure that Reshapes are not removed on Neon if they are before or after a SplitterLayer and have more than 4 dimensions. * Moved NCHW check to a function to reduce clutter. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I45d97634484e8dc0ca7675c23481caf84eb3fe90
2023-07-17IVGCVSW-7890 SplitterLayer does not use overridden TensorInfos correctlyMike Kelly
* The SplitterLayer did not use the Overridden TensorInfos when calculating whether or not to use SubTensors. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I675b27c546c6ed720c76f4b9d868ebe32f914c70
2023-07-17IVGCVSW-7879 Change REVERSE_V2 from LayerWithParameters with 1 input, to ↵Tracy Narine
Layer with 2 inputs * Changing ReverseV2 to use two inputs * This is required by the backends * The ReverseV2Descriptor was removed * Tests updated * Added a Run<> templatefor inputs with different data types Signed-off-by: Tracy Narine <tracy.narine@arm.com> Change-Id: I22f947de829b4b3da6bda3a74f4ffdef4052cc25
2023-07-14IVGCVSW-7830 Add backend optimizations to remove Reshapes where possibleMike Kelly
* Added optimization to remove reshapes for Neon and Ref Backends by using overridden TensorInfos * Added ability to delete Subgraphs during Optimization * Fixed naming error in NeonEndToEndTests and CLEndToEndTests * Added LayerNameAndTypeCheck for testing. * Fixed error where layers were not marked as altered when removed in CLBackend Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I1ac25cd4ec9821470d961831ae2c8d24882276cc
2023-07-12Add Square as Mul in the TfLite ParserTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I5760da9be2ed63fdfbdd5d3d7b771c310592798d
2023-07-12IVGCVSW-7783 Add check for FP16 infinity valuesNarumol Prangnawarat
* Check to round to closest finite FP16 value when convert FP32 to FP16 * Unit tests to be added Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: If3b982ff3030379ac33c47d4be13edb0bda679f6
2023-07-10IVGCVSW-7844 Remove unnecessary warnings for certain modelsRyan OShea
* Remove warning on constant layer optimization being run on layer without constant tensor * Remove warning on bias quantization scale not being equal to (InputScale x WeightScale) Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: I87e97127dc0fd45812bfada1c7dfcc3d5f5cdecc
2023-07-10IVGCVSW-7785 3D tensors in BATCH_TO_SPACE and SPACE_TO_BATCH in CpuAcc & GpuAccTeresa Charlin
* Add Reshape layers before and after to extend support for 3D tensors, as ACL only supports 4D tensors for those layers * Add Unit Tests Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I4431185ce3a3b2f595d2a79bdda7095212d1c52d
2023-07-07IVGCVSW-7832 Add REVERSE_V2 to Serializer and DeserializerTracy Narine
* Support for ReverseV2 for the serializer and deserializer added * Tests added * CMake files updated for the build * Fixed an issue with the operator_list documentation for Resize and ReverseV2 Signed-off-by: Tracy Narine <tracy.narine@arm.com> Change-Id: If396f55ecdd763d6f91c51707809f4bd58715cec
2023-07-05MLCE - Fix for duplicate definitions in cross compialtion buildDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I4c464797d80f7c2ad21429838c07d4e5e34308f6
2023-07-05IVGCVSW-7833 Add ReverseV2 support to TFLite ParserTianle Cheng
* Added ReverseV2 support to TFLite Parser * Added ReverseV2 TFLite Parser unit tests * Updated Parser Docs Signed-off-by: Tianle Cheng <tianle.cheng@arm.com> Change-Id: Idb9a9213f75cd6cf01509a5d06ea5772cf56ac5b
2023-07-04IVGCVSW-7831: Front end and Reference Implementation for REVERSE_V2Tianle Cheng
* Descriptors added for ReverseV2 * Layer definition added * Input validation added * Reference workload implementation for ReverseV2 added * Reference layer unit tests made for ReverseV2 * CompareTensors method updated to support comparison between empty tensors * CMake and other build files updated Signed-off-by: Tianle Cheng <tianle.cheng@arm.com> Change-Id: I805738454421309fda77c44218a8df171d68dc18
2023-07-03IVGCVSW-7828 Add an Optional TensorInfo to InputSlotMike Kelly
* Updated calls to use the new function From: GetInputSlot(n).GetConnection()->GetTensorInfo(); To: GetInputSlot(n).GetTensorInfo(); * Added UnitTests Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I43184cc05e4472011b9347aaa820eb8deb1cd4a0
2023-06-30IVGCVSW-7666 Add a FileComparisonExecutor to ExecuteNetwork.Colm Donelan
* Implement the "-C" command line option of executenetwork. * Add a FileComparisonExecutorFile which will read tensors from a previously written text file and compare them to the execution output. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I8380fd263028af13d65a67fb6afd89626d1b07b8
2023-06-29Bugfix: -Werror=unused-result - unnecessary line, previously called aboveFrancis Murtagh
* this line is used earlier to initialize subgraphPtr Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Iff24da2acab33e59460455977e221066973532a2
2023-06-26Update ACL pin to c952596e70f2fe0073029f053e329a4e930ced8cNikhil Raj
* activationInfo passed in directly to configure() rather than part of matMulInfo Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I546def1c1e1cabaf50629f7d78ae0ba459766ed4
2023-06-22IVGCVSW-7785 Extend support for 3D tensors BATCH_TO_SPACE and SPACE_TO_BATCH ↵Teresa Charlin
in CpuRef * Both layers were assuming 4D tensors, now 3D is supported too. * Remove some unnecessary includes * Add Unit Tests Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I7bdd11e4936a27cd97ec65fd915e6ccaa1494cff
2023-06-22IVGCVSW-7785 BugFix: ExpandDims not working when batch!=1Teresa Charlin
* This commit fixes partially the ticket. In ToTensorInfo() we assume batch is 1 when it is unknown. We call OutputTensorInfoFromInputs() to amend this assumption/ However, this does not work for reshape layer. Therefore, we have to calculate the output shape in the ParseExpandDims(). Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Iedc32a44b4ec0d8b7d2cc0b08f38f0776402f7bd
2023-06-19Update ACL pin to 043613fbb199e2c4fdd12c2c9a1785db9b0c45faNikhil Raj
* Break up Utils.h a bit to reduce unused code being included everywhere * Add FullyConnectedLayerInfo.h to ArmComputeUtils.hpp and remove Types.h * Add MatMulInfo.h to Neon and CL BatchMatMulWokloads Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I2fbe90cb40dc59add90735dafe9fef9aab3fbf06
2023-06-14Add DataType to .dot files for constant layersTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I399ed1205f14d4fdd1194026c7a66bf00a1dd68d
2023-06-14IVGCVSW-7791 Enable dynamic bias in Conv in CpuAcc and GpuAccKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I722a9e4f3dba2500c624c6326f74085277e0d631