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2023-09-08IVGCVSW-7525 Add broadcast_to to TFLite ParserIdriss Chaouch
* Changing the optimizer * Changing EndToEnd Tests Signed-off-by: Idriss Chaouch <idriss.chaouch@arm.com> Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ib581794280322a39cfc5ea3c4e6a6398cf723d5e
2023-08-31IVGCVSW-7525 Add broadcast_to operatorIdriss Chaouch
Signed-off-by: Idriss Chaouch <idriss.chaouch@arm.com> Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I94ec5f9120b2d736fdf98d00ec5137a4efd739b8
2023-08-28IVGCVSW-6964 Remove profiling detail for ConstTensorAsInputs LayersJohn Mcloughlin
* Do not generate duplicate weights and bias in profiling JSON Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Change-Id: Ie87d337d69357668736262ca628cf65875df3822
2023-08-28IVGCVSW-7505 Create FusedLayer and NeonFusedWorkload for AddMulAdd Neon kernelTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic778d35b001474b44fb1e433a6fe276e4ec9f565
2023-08-21IVGCVSW-7964 Fix UnidirectionalSequenceLstmNarumol Prangnawarat
* Fix incorrect batch size and time size * Fix incorrect time major when max time =1 * Fix incorrect permutation * Fix incorrect scratch buffer * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I510fae55528be412a58d020e82bd283852e7800b
2023-08-11Revert "MLCE-1093 Reshape and concat invalid results"Nikhil Raj Arm
This reverts commit 4980e21193f0a14fef084a7f4b4197392f3c0845. Reason for revert: Android Build for v82a failed due to schema not re-generating Change-Id: Ic19cf471b487f321c97ff837d36526512fb12fa4
2023-08-10MLCE-1093 Reshape and concat invalid resultsMike Kelly
!android-nn-driver:10089 * Disabled SubTensors on CL and Neon Backends. * Added Axis to ViewsDescriptor to store the value where ever possible. * Updated Splitter tests to provide all the information needed in the Descriptor. * Updated Serializer and Deserializer to handle axis. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I6a22d4750e04003689495b5e9e3c33deb37162bd
2023-08-10Revert "IVGCVSW-6964 Remove profiling detail for ConstTensorAsInputs Layers"john.mcloughlin
This reverts commit d1f0001e74bb9c264b3172c945558b679332570a. Reason for revert: Dependent Builder patch (https://eu-gerrit-1.euhpc.arm.com/c/ivg-cvarch/builder/+/542457) required cannot be merged yet so causing ExecuteNetwork CI test failure Change-Id: I3c02490f74018778e185bfb1c0943d338ad79143
2023-08-09IVGCVSW-6964 Remove profiling detail for ConstTensorAsInputs LayersJohn Mcloughlin
* Do not generate duplicate weights and bias in profiling JSON Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Change-Id: Ia40589a8ace8fdba096d735e0df5bf270b136d78
2023-08-09IVGCVSW-7963 Uninitialized variable error in coverityMike Kelly
* Reorganised WorkloadInfo members Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I49468ec94184782ed408b1cc8b9a319f9e2afefb
2023-08-08IVGCVSW-7635 Remove deprecated code due to be removed in 23.08 (ILayerSupport)Francis Murtagh
* Fix failure in SampleDynamicLayerSupport and SampleDynamicWorkloadFactory. * Provide implementation of CreateWorkload() accepting LayerType * Made WorkloadFactory::CreateWorkload() pure virtual again to force backend API users to implement. Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Iecd180214a92c9fd7174fd36ae8aa2bdbc9d3deb
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
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