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* Remove reshape on ClBackend
* Remove unnecessary restriction on NeonBackend remove Reshape
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I79940c9f8609d19b79f2fbe55225ffc8f0d90c25
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* 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
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This reverts commit 008270f8c1359a7d62c2f881326b4d3f0d8b7b56.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: If8f5151aa349ff3834f03391e813669e5c51ed66
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* 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
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* Do not generate duplicate weights and bias in profiling JSON
Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com>
Change-Id: Ie87d337d69357668736262ca628cf65875df3822
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ic778d35b001474b44fb1e433a6fe276e4ec9f565
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* 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
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This reverts commit 4980e21193f0a14fef084a7f4b4197392f3c0845.
Reason for revert: Android Build for v82a failed due to schema not re-generating
Change-Id: Ic19cf471b487f321c97ff837d36526512fb12fa4
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!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
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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
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* Do not generate duplicate weights and bias in profiling JSON
Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com>
Change-Id: Ia40589a8ace8fdba096d735e0df5bf270b136d78
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* 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
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* 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
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* 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
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Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I6686ad0a16ef763dbdc771c7ef792ae2890e0ab2
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* 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
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* 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
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* 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
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* 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
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* 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
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* 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>
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* 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
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* 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
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* activationInfo passed in directly to configure() rather than part of matMulInfo
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I546def1c1e1cabaf50629f7d78ae0ba459766ed4
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* 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
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Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I722a9e4f3dba2500c624c6326f74085277e0d631
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* Remove checks for ias being constant
* Convert ARMNN_ASSERTS to throw
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I009f4008393502bd9e30269151ad935ef67f0bc1
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I54c60fb98b9c560c300572f46d42b13aec7e402e
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* 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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* Dynamic bias are supported by ACL for this layer.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I428bd42a97e0c26c72f9925e3cb209c2fc9a650d
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* 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
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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>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ib6914a9a208475b68e969eba6f70fae4061efa9b
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* 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
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* 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
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* 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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Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com>
Change-Id: Id4bdc31e3e6f18ccaef232c29a2d2825c915b21c
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I902c9187eefe7595271312fdc16273f7aa3d41cd
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Remove deprecated GetGraph() from OptimizationViews. This method has
been deprecated for a long time and no backends still need it. Remove
include of Graph.hpp from the public headers.
Add includes elsewhere to deal with the header fallout.
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I8dae275a8a446d9d0e19be62684e9b3cd2fa493d
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* Added Deprecation notices for old ElementwiseBinary layers.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I5bd0f186aaed675885d667f47e1e210ee9ec84f8
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This reverts commit 52e90bf59ecbe90d33368d8fc1fd120f07658aaf.
Change-Id: I5a0d244593d8e760ee7ba0c9d38c02377e1bdc24
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
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* Added Deprecation notices for old ElementwiseBinary layers.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Iebbbaff38cc9c347b25eb2f9054c914a4f931c68
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!android-nn-driver:9329
* Added ElementwiseBinaryLayer that can represent all ElementwiseBinary
operations including Add, Div, Sub, Maximum, Mul and Minimum.
* Updated Delegate to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated Deserializer to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated OnnxParser to use ElementwiseBinaryLayer instead of the Add
layer.
* Updated TfLiteParser to use ElementwiseBinaryLayer instead of the Add,
Div, Sub, Maximum, Mul and Minimum layers.
* Updated CL and Neon tests to use ElementwiseBinaryLayer.
* Updated CL and Neon Backend Specific Optimizations to accept
ElementBinaryLayers as well as Add, Div, Mul, Sub, Maximum and Minimum
layers.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I7cbb96b60eb01f0e2b57b0541016d48a08b86c75
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* Added ability to reduce dimension sizes when calling BuildArmComputeTensorInfo or
BuildArmComputeTensorShapes, this will attempt to remove leading 1s in order to
squeeze the number of dimensions but retain the size.
* Changed ClBatchMatMulWorkload to attempt to squeeze the number of dimensions to 3
as the CL Gemm Kernel can only support up to 3 dimensions.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I6b3d0886c5b97fdb686838fc3dc292833ddc4643
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I60e9284b90467f58e0acd74d3f1493546b6f1b9b
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* Added ElementwiseUnary support with a mapping for Rsqrt
* Added unittests
* Added Rsqrt EndtoEnd tests for all backends
* Changed TosaRefLayerSupport to default to false on unsupported layers
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I3eaa9c684647ead61520a563815581aa68bee51b
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* Call Reshape EndToEnd test from 3 backends
* Tidy up some naming of tests.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I5546af35e89d352d3f1529368518aecc0a4a534b
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* Required to enable easier future merging and rebase into experimental/GpuFsa
as part of IVGCVSW-7380.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I066dcf00523ff430a0908666e452548ab848bd86
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* GpuAcc only supports up to 3D, so no 4D test have been added
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ie926cd45c350be624cbdc6cb27c89d2d3f60884b
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This reverts commit 21cf67af47a9cebbc10a98184c204fffa3722abd.
Reason for revert: IVGCVSW-7397 Segmentation fault/Bus error in Backends CI job nightly
Change-Id: I563e79700a857f8cf0fce0923a7040aeda29629b
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