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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
2023-08-03IVGCVSW-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
2023-08-02IVGCVSW-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
2023-07-27IVGCVSW-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-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-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-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
2023-07-10IVGCVSW-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
2023-07-05MLCE - Fix for duplicate definitions in cross compialtion buildDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I4c464797d80f7c2ad21429838c07d4e5e34308f6
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
2023-06-26Update 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
2023-06-19Update 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
2023-06-14IVGCVSW-7791 Enable dynamic bias in Conv in CpuAcc and GpuAccKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I722a9e4f3dba2500c624c6326f74085277e0d631
2023-06-13IVGCVSW-7790 - Enable dynamic bias in DWConv in GpuAccKevin May
* Remove checks for ias being constant * Convert ARMNN_ASSERTS to throw Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I009f4008393502bd9e30269151ad935ef67f0bc1
2023-06-09IVGCVSW-7691 Replace asserts with exceptions in Ref GatherKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: If6731b4757257d983c09210b50315cd5d9837e20
2023-06-07IVGCVSW-7789 Enable dynamic bias in Depthwise Convolution in CpuAccTeresa Charlin
* Dynamic bias are supported by CpuAcc for this layer * Indentation and const modifiers minor changes Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I3b25f14feea55f746c254a832d97e21a1551ca36
2023-06-07Fix incorrect validation of Unidirectional Sequence LSTM on Cl and NeonNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I54c60fb98b9c560c300572f46d42b13aec7e402e
2023-05-23MLCE-1022 Fix failure on UnidirectionalSequenceLstm OperatorNarumol Prangnawarat
* Fix failure to parse UnidirectionalSequenceLstm Operator on CpuAcc * Fix failure to parse UnidirectionalSequenceLstm Operator on GpuAcc * Fix IsLayerSupported tests when there are multiple otutputs Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ia690f34d3c7fae87bd36c97056a3ff71baa865f6
2023-05-23IVGCVSW-7732 Enable dynamic bias in FullyConnected in CpuAcc and GpuAccTeresa Charlin
* Dynamic bias are supported by ACL for this layer. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I428bd42a97e0c26c72f9925e3cb209c2fc9a650d
2023-05-18IVGCVSW-7400 POW IVGCVSW-7278 SQUARED_DIFFERENCE to CpuAcc and GpuAccJohn Mcloughlin
* Add POW SQUARED_DIFFERENCE and Unit tests for CpuAcc and GpuAcc Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ifa78af2a2fda2074586d8e4d9a506b1b13fa5755
2023-05-17IVGCVSW-7400 POW IVGCVSW-7278 SQUARED_DIFFERENCE.John Mcloughlin
* Added 2 new operators as ElementWiseBinary ops * Ref End to End and unit tests * Serialize and Deserialize tests * Delegate and Opaque Delegate tests * TfLite Parser tests Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Change-Id: I537158127f602f0c41ca0402aa31655cd3bd4281
2023-05-11Revert "IVGCVSW-7454 Enable dynamic bias in CpuAcc and GpuAcc in Conv2d ↵TeresaARM
DWConv and FC" This reverts commit fecd9ed396705a17805ffc49839bd82ae24c892b. Reason for revert: IVGCVSW-7727 Dynamic bias CTS failing Change-Id: I53f67d60fca0e60a81298f90450ceef26b97c321 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
2023-05-09IVGCVSW-7454 Enable dynamic bias in CpuAcc and GpuAcc in Conv2d DWConv and FCTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib6914a9a208475b68e969eba6f70fae4061efa9b
2023-05-09Removing "shiftID" from BackendProfilingCounterRegisterMockBackendTestNikhil Raj
This test case has caused several problems over the years. All the problems are around using counter indices to identify counters rather than names. Updating the test to check for registered counter names. Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: Ic5ebc9b2d53f2db301a3067ecce4befc14dcb8a5
2023-05-09IVGCVSW-5846 Remove TODO statements from Armnn CodeDavid Monahan
* Removed all instances of TODO statements from comments * Removed statements are noted as part of IVGCVSW-5846 * Removed ProtoxtFixture.cpp from the Onnx Parser tests as it's not used Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ia0a15f8a0d4123c8831638634eaa0d1018c40e2c
2023-05-08IVGCVSW-7454 Fix CpuAcc FC dynamic weightsTeresa Charlin
* Pass to ACL the flag for constant weights and bias in FC, conv and DWconv workloads Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Iae2810c8d1a402d4afc1e757846665315a80d3ea
2023-05-08IVGCVSW-7454 Enable NonConstWeights in GpuAccTeresa Charlin
* Set flag for constant weights and bias in ACL tensorInfo in ACl workloads * Set flag for constant weights and bias in Unit Tests * Add to dot file for FullyConnected layer the constantWeights flag Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I87e1fef516ce4a8a59245dfdf7d92c153418e1d6
2023-05-08Improve reusability of code that is defined out by cmake build pathsRyan OShea
* Added new ARMNN_STUB_PROFILING and ARMNN_DISABLE_DYNAMIC_BACKEND defines to replace BUILD_BARE_METAL and BUILD_EXECUTE_NETWORK_STATIC * Add new CMake variables to disable sample apps and dynamic backends * Improve BUILD_SHARED_LIBS CMake variable * Add new archive output location to various libraries so that the static libraries appear in the same location as the shared libraries * Fixes for bare metal build * Add ARMNN_DISABLE_FILE_SYSTEM defines to missing locations Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: I1db9a8f483e7134bd261294b35240cf21b150d45
2023-05-08IVGCVSW-7308 Add GpuAcc Batch MatMul workloadTeresa Charlin
* Call dedicated MatMul kernel in ACL * Add int8 tests * Add int8 to documentation * Force tensors to be dynamic (nonConst) as per request of ACL Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I7b7ac20deec8637dc46ca990d339d92c4587cbe4
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