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2024-01-03IVGCVSW-8118 Added Two-Layer and Three-Layer Maxpool2d EndToEnd tests.Tianle Cheng
Signed-off-by: Tianle Cheng <tianle.cheng@arm.com> Change-Id: I4d04fef5ce97901cd687e29adf86b18cb54a5d9a
2024-01-02Fix for Resize with align corners = true creates a memory leak when using ↵Teresa Charlin
valgrind * Add end to end unit test to CpuRef, CpuAcc and GpuAcc backends Resolves: IVGCVSW-8193 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I7be226f084ec814ac72c2c9b3c47c07b3baf0aa5
2023-12-21Add Quantize Support to TOSA Ref BackendTeresa Charlin
* Adding a one to many tosa mapping for Quantize * Added tests * Resolves IVGCVSW-7175 Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ia0852fefb618b4a29c2601b9de8b6b2731229801
2023-12-21Remove the 2 resize tests with align corners from RefEndToEnd.Teresa Charlin
* Relates to IVGCVSW-8193 and IVGCVSW-7346 Change-Id: Ieccee93672a5c73297c4ce69d1eaec588e858df0 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I44df03acd348532a54b66541d91610d382a222b7
2023-12-20IVGCVSW-7830 Remove Reshape where possibleMike Kelly
* Remove reshape on ClBackend * Remove unnecessary restriction on NeonBackend remove Reshape Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I79940c9f8609d19b79f2fbe55225ffc8f0d90c25
2023-12-15IVGCVSW-8113 Update EndToEnd tests and TosaReference support for MaximumTianle Cheng
* Added ElementwiseBinary EndToEnd tests with inputs of the same shape to avoid Reshape * Added Slice EndToEnd tests with 4D tensors * Added TosaReference support for Maximum and TosaRefEndToEnd tests Signed-off-by: Tianle Cheng <tianle.cheng@arm.com> Change-Id: I4fa24435a75559e00b110d0e542b4f2bf07b21b4
2023-12-14Fix incorrect Split Tosa Ref outputs checkKevin May
* Resolves IVGCVSW-7918 Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Idd15ce139f55895957378f9a9d1471e3e48989bb
2023-12-14Add Split support to TOSA Reference BackendKevin May
* Resolves IVGCVSW-7918 Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ic2afaa55f7ee88ce4c9b8ea696eef5f28663f8c6
2023-12-13Add Resize Nearest Neighbour support to TOSA Reference BackendTeresa Charlin
* Add support for quantized data in TosaRefPreCompiledWorkloadGetOutput. * Remove extra includes from all TOSA operators headers. * Added positive and negative unit tests for resize. * Resolves: IVGCVSW-7346 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib6e30d018a7a1bf26b380fc794560aae108b26c3
2023-12-11IVGCVSW-8157 - Nightly Failure FixDavid Monahan
* Added in missing include MemoryGroup.h Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I2a5f4f25ec8cdd63d90399c042d46e26b3e2a364
2023-12-07IVGCVSW-8157 - Rebase existing GpuFsa patches to 23.11David Monahan
Squashed commit of the following: IVGCVSW-7159 Add GpuFsa backend skeleton IVGCVSW-7380 Update the GpuFsa Skeleton to build and load ACL IVGCVSW-7381 Add IsLayerSupported implementation to GpuFsa backend IVGCVSW-7382 Implementation of Conv2d within GpuFsa Signed-off-by: James Conroy <james.conroy@arm.com> Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Id23d9ee598535de7b38a99ca223cdf0ad2102cef
2023-12-05IVGCVSW-8159 Fixed issues building with NDK r26Mike Kelly
* The compiler shipped with NDK r26 has stricter rules around certain warnings and deprecation notices. * Fixed warnings for unqualified call to 'std::move' * Fixed error where the half values weren't being cast to a float when calling 'std::nan' * Removed unnecessary subtensor unit tests for neon Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I4ceb46e55ff5f2a754452e3a43de2188d58bf927
2023-11-10IVGCVSW-7835 Add ReverseV2 CL and Neon WorkloadsTianle Cheng
* Added ReverseV2 to CL and Neon backends * Added Cl and Neon ReverseV2 Layer unit tests Signed-off-by: Tianle Cheng <tianle.cheng@arm.com> Change-Id: I646275c629caf17dac1950b0cd7083f23f87f387
2023-11-09IVGCVSW-7861 Updating tflite parser to ignore VALIDATION: subgraphs.Colm Donelan
Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: If156b975d37868db77d7c6bb75d884652278e02a
2023-11-08IVGCVSW-8140 Prelu restriction in quantization not neededTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic3c42db6fd87b379b42d610e0d0f56f55580268d
2023-11-08Removing explicit block on non constant bias in NEON CONV2D.Colm Donelan
* Following resolution of COMPMID-6397 we will allow non const bias CONV2D to be validated by ACL. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I31c34f3c44fe96885077b3e266f840e51ecf02ec
2023-11-02IVGCVSW-7889 Add support for Signed64 data type in Cast layerTeresa Charlin
* Remove mention of "isDepthwise" variable name when not needed and therefore IgnoreUnused call * Improve error messages and change them to throws in Encoder and Decoder Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I8ce30b5075e1e47d54abc12390265ba8e9ee1405
2023-11-01Update ACL pin to 704c22f1373e1276acb43c71e7e17048271bbc03Nikhil Raj
* Update ACL pin * ACL removed softmax_layer_max_shift_exp_sum_quantized_serial cl kernel * Replace softmax_layer_max_shift_exp_sum_quantized_serial with softmax_x Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I0830605d72999d5a80f06e1b8498bc7b674195e3
2023-10-25IVGCVSW-7751 DTS: Fix Gather and GatherNd Tests in CpuRefCiara Sookarry
* Report unsupported when indices have negative values Signed-off-by: Ciara Sookarry <ciara.sookarry@arm.com> Change-Id: I9592dcd8c5556d57bedc0d2236f0338c83e597d2
2023-10-20IVGCVSW-8103 SquareDiff restriction in quantization not neededTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib49795e44ea7e4674a3b8e0df46e80c82f9a4132
2023-10-16IVGCVSW-7752 DTS: Fix QuantizePerChannel testsJohn Mcloughlin
* Added validation for scale on all Quantized types * Added Encoder for Per Axis UINT16 Symmetrical Quantized type * Added error for Per Axis Asymmetrical Quantized type not supported Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Change-Id: I433519ccacd71219a92bde2b81955d6abf9219c5
2023-10-12Revert "Revert "MLCE-1093 Reshape and concat invalid results""Mike Kelly
This reverts commit 008270f8c1359a7d62c2f881326b4d3f0d8b7b56. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: If8f5151aa349ff3834f03391e813669e5c51ed66
2023-10-09Revert "IVGCVSW-7850 block non const bias on NEON Depthwise conv."Colm Donelan
This reverts commit 47016c0c74fc97cf51f90555a11238332fe9406c. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: I40856ccb581bf60c8a72ecac4cfe7375cbf4b286
2023-10-05IVGCVSW-7750 DTS: Fix ElementWise isnan assertDavid Monahan
* Removed the ASSERTS in TypesUtils.cpp in favour of InvalidArgumentExceptions instead * Added a try/catch block when calling EnqueueWorkload to catch Exceptions raised by bad inputs Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Icade014ec75db13722eb5d8adc7bdb93c8862417
2023-10-03IVGCVSW-7749 DTS: Fix reshape floating point exceptionTianle Cheng
* Updated Opaque Delegate, TfliteParser, OnnxParser, and Deserializer to handle the Zero In Shape edge case Signed-off-by: Tianle Cheng <tianle.cheng@arm.com> Change-Id: I4a0d1e72a66de1fa56de99af9b6730a84e0ff596
2023-10-03IVGCVSW-8033 Update Arm NN to use TOSA v0.60.0Narumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: If1504534fbd7d6b317fdb93083dcdbd8b827764b
2023-09-29IVGCVSW-8055 Add support for GELU activation function.Teresa Charlin
* Add support to CpuRef, CpuAcc and GpuAcc * Add support to tflite parser, classic and opaque tflite delegates * Add support to serializer and deserializer * Add Unit tests Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ibc60ef2ef2a051e6d9af6e15d24c46316ec19de4
2023-09-28IVGCVSW-7504 Create a backend specific optimization to fuse ↵Tracy Narine
ADD+MUL+Add+(Activation) in CpuAcc * Adding CpuAcc backend optimization to fuse add+mul+add into one layer * Tests added/enhanced * Also added optional extended parameter to Graph::Print() and throw macros that could be used in place of assert Signed-off-by: Tracy Narine <tracy.narine@arm.com> Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I5f8d094b969a130d8c2c7b4da07426313a9fea76
2023-09-26GitHub #734 Add ExecuteNetwork support for S64 bit outputJohn Mcloughlin
* Add Signed 64 bit support for Output and Debug Layers Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com> Change-Id: I991c2d5f1067b16d0fac362e7406305fbe90d034
2023-09-19BugFix: ElementwiseBinary missing from NeonBackend activation fusion ↵Teresa Charlin
optimization Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I384e0613f1dad6a1ebf732dcb17d04a09a369084
2023-09-18IVGCVSW-7855 removed ASSERTs from armnnUtils codeJim Flynn
Signed-off-by: Jim Flynn <jim.flynn@arm.com> Change-Id: Ie26ea2ac4a82d7460ae719fc3154c6a88b079606
2023-09-17IVGCVSW-7855 removed ASSERTs from deserializer codeJim Flynn
Signed-off-by: Jim Flynn <jim.flynn@arm.com> Change-Id: I9864f2a966f186299f4e37250b5737c1bab2b23b
2023-09-08Bugfix: fix for -Wno-sign-conversion in profiling test in gcc9Francis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ibcbe3c0acfd83dc174cb4bbdffcd72c0c8811b33
2023-09-08IVGCVSW-7901 Fix unsafe Usages of Memcpy in ArmnnDavid Monahan
* Updated usages of Memcpy to use proper checks for null instead of asserts * Added error checking in places where none existed Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I9529acd966466ba281f88918be2ec372a756e183
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
2023-08-08MLCE-1093 Added Axis to ViewsDescriptorMike Kelly
* Added Axis to ViewsDescriptor to store the value where ever possible. * Updated Serializer and Deserializer to handle axis. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I56e442872b47485a608b25fbc79063b362a25618
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
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