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Change-Id: I9baf6af3d98a26005a31075cd9c4e1f40938789b
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I253eee2bbe1f48b94b03936af8f18603c1d58986
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I50a1a364f13df03dea0833023ec0f2c2794f24db
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* Added support for QSymm16 in the Strided Slice workload
* Added unit tests
Change-Id: I84485bc2fd5ad2b4edb49c644b644878e0e5aded
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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QAsymm8 types
* RefStridedSliceWorkload is no longer a template class
* Refactoring of the ref StridedSlice implementation
* Added ValidateTensorQuantizationSpace function
Change-Id: Ifa182a33d79d42137731f48b995a7973c9d92152
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Add NeonDequantizeWorkload
* Add IsDequantizeSupported to call validate from ACL function
* Add CreateDequantize to NeonWorkloadFactory
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I96a216ef78cc3f6a57aa439a16ae6aafd783ff93
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* Added ClQuantizeWorkload to enable quantization on CL backend
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Id49d5ec29514f6f853c2500a34b1a12444c49168
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* Added NeonQuantizeWorkload to ArmNN
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I41f8707dda35c894841eddae2d3b78f088038c8e
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Change-Id: Iac2ded9b20c37299e3de51465dcbfb5a7bfc52d5
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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Change-Id: I9af5d2d8ade97b9ecd2e6fbf13db9fa3bb622ed8
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
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Signed-off-by: Les Bell <les.bell@arm.com>
Change-Id: Id454ac91ae1c0216f5ecfa1c3cde9430691f51f4
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to cover different number of dimensions and split axis
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ia9a111c8dcfc08d04b54aa770d1ae5312c6b1c93
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We had check in the parser to catch calls where deph_mult > 1, this came from
the time when ACL supported only multiplier == 1.
Change-Id: Ic21a2cd6a5bb328d43fc9c667e847429a57760b2
Signed-off-by: Pablo Tello <pablo.tello@arm.com>
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Change-Id: I9ad5a04368a4587588d733ac36ad157f79b6c432
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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Change-Id: I117698ef6f96d250d55f0d9996319d45450e0c9b
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Added QSymm16 to supported types in WorkloadData
* Added QSymm16 to supported types in RefLayerSupport
* Created templated SimpleReshapeTest in LayerTests
* Updated ClLayerTests to use templated SimpleReshapeTest
* Updated NeonLayerTests to use templated SimpleReshapeTest
* Added test for QSymm16 to RefCreateWorkloadTests, RefLayerTests
* Removed ReshapeTestImpl as all reshape test methods were moved
* Added FloorTestImpl for existing SimpleFloorTest
Change-Id: I78efede8aab74c2d4cb0841dd426b8e06186133d
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
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Change-Id: I499591ef268f8da8e08f22fd25eaf5e6c6caf5d9
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Fix bad_alloc on NeonTimerMeasure test
Change-Id: Ia4ab24abfe0305a3d7773162dc423bc049e1a3cc
Signed-off-by: Conor Kennedy <conor.kennedy@arm.com>
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Change-Id: Ie290efcbb9e3a6365cbd630cb2041e7b0f542505
Signed-off-by: nikraj01 <nikhil.raj@arm.com>
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!android-nn-driver:1210
Change-Id: I940b3b9e421c92bfd55ae996f7bc54ac077f2604
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Removed reference reshape workloads for float32 and uint8
* Added RefReshapeWorkload
* Added check for supported datatypes for reshape in WorkloadData
* Added check for supported datatypes for reshape in RefLayerSupport
* Updated CMakeLists.txt
* Updated references to reshape workloads
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: I9941659067b022f8f7686ab0ff14776944dca3e5
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I44f8f1799f6182721751b1d117c9ada5b91f52e1
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I5b446905c496001ba3c48ad5090e79e80d060d4e
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* Add support for QSymm16 for FullyConnected
* Add templating to Uint8 RefLayerTest to test QSymm16
Change-Id: Ie6e989daf2ca966d6c6805b8017126eb77ebfec4
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Refactor FullyConnected workloads into single workload.
* Refactor FullyConnected ref implementation to use Encoders
and Decoders to support all DataTypes.
* Deleted RefFullyConnectedFloat32Workload and
RefFullyConnected2dUint8Workload.
Change-Id: Iad30fb0287ab7491e1297997e7d61f1d00785541
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I90903af1b8c961a7727da9172a7f02031521a6ad
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* Add check if Sub-tensors cannot be used, call ACL function
* Add ClSplitterWorkload functions
* Modify IsSplitterSupported to call ACL validate function
if sub-tensor cannot be used
* Also check if quantization parameters match when using sub-tensors
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I5dfd0e422b7d485dd4421a664add83d870bec5d6
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* Added QuantisedSymm16 as supported type for Conv2D
* Added Unit Tests for QSymm16
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I4a8176091e75abfb0ea3a4b913c213111512df75
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Change-Id: I47bb0f782acfa5b2d2fee9132875f9a655ea635e
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
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* Moved the topological sort after the replacement of the subgraph
connections (during a subgraph substitution), as the correct
connections are required when sorting the graph
Change-Id: I7c7ce542068a05b9b5ca36f5bd3f460a5eb97afd
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Add check if Sub-tensors cannot be used, call ACL function
* Add computation of SplitAxis from SplitterDescriptor
* Add NeonSplitterWorkload functions
* Modify IsSplitterSupported to call ACL validate function
if sub-tensor cannot be used
* Also check if quantization parameters match when using sub-tensors
* Add more unit tests for Splitter in TfParser and TfLiteParser
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I31e4c7d055117c83c65b598c4125442173242226
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Change-Id: I3cf8d9dbc4f8c95e0e2311505dd7e9f9069f1ab5
Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
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* Refactored RefConvolution2dWorkload to support all DataTypes through Encoders and Decoders.
* Added Convolute function to ConvImpl that uses Encoders and Decoders to support all DataTypes.
* Deleted RefConvolution2dFloat32Workload and RefConvolution2dUint8Workload.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ic5ef0f499d08b948fa65fdee54b5f681fd0b1c05
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Change-Id: Ice29df6b695b2deba7ddf43be2e711614ab3cdea
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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* Restored old SubGraph class definition as an alias of SubgraphView
for backward compatibility
* Restored SubGraphUniquePtr
* Restored CreateSubGraphConverter method (and the corresponding
ISubGraphConverterPtr type) as a deprecated method that's been
removed from the backend interface
* Chaged the defautl implementation of OptimizeSubgraphView to call
the deprecated OptimizeSubGraph
* Changed the default implementation of OptimizeSubgraphView in the
backends
Change-Id: If69903926bf5ff2aae52c9b64b4572b355662757
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Fixed ResizeBilinear test failure on Cpu Reference
Change-Id: I2cf317eae65f1a86ef87badefb3b32ff05dca9e8
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
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* relaxed the check to min > max in the quantization schemes
* added missing layer support for resnet_v2_50 model
* Pad, Rsqrt, Multipilcation, Subtraction, Mean
* sorted methods alphabetically in Quantizerlayer & LayerVisitorBase
Change-Id: I003401ff7ac89b60580c959ea8fd9d6fef66b88e
Signed-off-by: Les Bell <les.bell@arm.com>
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* Updated the src/backends/README.md file with details on the new
OptimizeSubgraphView method
* Added section describing the new OptimizationViews class
* Deprecated GetOptimizations in the code
Change-Id: Icb1a9aa015394e56fb4b5120b0645a752f44134e
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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* Avoid collecting duplicate input/output slots during the
sub-graph selection process
* Fixes the InceptionV3 quantized run
Change-Id: I737ec8576d57184d3d25bda436a7776ec7243a0d
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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handle multiple Graph objects
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I7ccc10a4d81eaac724a374a0d8abc70c9c79a3f4
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* Added Readme file for ArmnnQuantizer
* Added section about ArmnnQuantizer in armnn Readme file
* Updated ModelAccuracyTool Readme file with default values for --compute
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: I5fcead522b70086dcf63dfc6c77910a7d33d83f0
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!android-nn-driver:1183
Change-Id: Ia69995b7f09cb86b64611e8efd315413e3064ca1
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Added OptimizeSubgraphViewTests file covering a number of
use cases for the Optimization API
* Fixed a bug in the sub-graph selector algorithm that skipped the
first layer in a sub-graph if it wasn't an input layer
* Changed the graph splitting logic to make use of maps instead of
unordered_maps to keep the split sub-graphs in consistent order
between executions
* Added more common unit test utils
* Minor fixes to comply to the include file conventions
Change-Id: Iad464eaedd004109e5ef41aa487cea3ad86177d3
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: Id836372c0e4ef0c3996085facc4da6263366abcf
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Validate that output is any of supported types in WorkloadData
* Validate that output is any of supported types in RefLayerSupport
* Add test for constant with QuantisedSymm16 in LayerTests
* Add test for creating constant workload in RefCreateWorkloadTests
* Add test for constant with QuantisedSymm16 in RefLayerTests
* Refactor RefConstantWorkload - BaseWorkload instead of TypedWorkload
* Refactor RefConstantWorkload - remove m_RanOnce, use PostAllocationConfigure()
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: Ic30e61319ef4ff9c367689901f7c6d498142a9c5
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Change-Id: I9a373a31bfabbe0f691d7f9e240ac08e072b2c7d
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: Ie0394336a772afa7b075eb562ac5191c8b3ec9f3
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: Ifeb33db919ef77bf777e114f2d84b88fd595ca2c
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: I776a97ff54ea3ccc28b62afe3c512cbdc7252811
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* Added a mock implementation of an ArmNN backend for unit
testing
* Implemented a mock version of OptimizeSubgraphView
* Fixed a typo in the Optimization API
Change-Id: Ic7acf7cc5c2a76a918e94cdc356baae7c7597a6d
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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