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- Remove Bf16ToFp32 Conversion Layer
- Remove Fp32ToBf16 Conversion Layer
- Remove B16 Conversion tests
* Throw exception if m_ReduceFp32ToBf16 optimzer option is set to true
* Provide comments to enable fast math in order to use bf16
* Update docs to inform users to enable fast math for bf16
Execute Network Changes
* Require bf16_turbo_mode to also have fast_math_enabled set to true
- Remove setting m_ReduceFp32ToBf16 optimizer option
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: Ibaa6da9d29c96a1ce32ff5196b0847fde9f04a1c
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I2def6995f81d33e68f1ea45d8d19a1e6294049b1
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* Add IsSupported for Pooling3d
* Add CreateWorkload case for Pooling3d
* Create new NeonPooling3dWorkload header and source files
* Add Pooling3d workload to NeonWorkloads.hpp
* Add float32 tests for Pooling3d workload
* Add Uint8 tests for Cl and NE pooling3d
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: Ic992e1233d1eb8db52df2c8446183df1c907bc4d
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* IVGCVSW-6940 ConstTensorsAsInput: DepthwiseConvolution2d - Complete Neon and Cl Bug Fix
* Bug fix to enable Cl and Neon Backend Compatibility ConstantTensorsAsInputs
* Updated Cl and Neon FullyConnected workloads to handle constant
weights and bias as inputs rather than reading from member variables.
* Prevent non const weights and biases passing CL and NEON validate
for Depthwise Convolution.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I0f505ff5998a183152f843d0f6cc74327ba920e7
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* Add Unit Tests
* Bug Fix: add Sqrt to Neon and Cl workload factories
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I0db1d813a4e7d15431e87e825e6d14e61f5ffb7d
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* Changing the test in the delegate to match one of the unit tests
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I553ca266116ba8ee173fc951ab1ffd2b6eed1428
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Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Iba9c260a2177aeb837e3f30ed4ec9db3c368e169
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fp32/fp16 to Neon""
This reverts commit f87b90e4dbb906436cf205a2a19e199bfe9224ed.
Reason for revert: 22.02 release.
Change-Id: I1ca5a79a8957908f655a6c4e79eefa24c5aec645
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to Neon"
This reverts commit b0baff73b1574a198e57d46fcd704cedc43cea16.
Reason for revert: cannot update ACL pin until 22.02 release.
Change-Id: I049a125ba3b6a9b1cd6514ef9dd14d807773ed00
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!ComputeLibrary:7150
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I3de48ffc8d08c95a22705e2b68d069791bddae73
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* Move MemCopyTestImpl.hpp from src/backends/aclCommon/test/ to
include/armnnTestutils.
* Refactor MemCopyTests in aclCommon, cl and Neon.
* Introduce RefMemCopyTests to exercise this utility in x86 builds.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I8824f013d3656658ed0a2904bb79384e3af68641
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* Created include/armnnTestUtils directory
* Moved Arm NN test utils files into armnnTestUtils directory
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I03ac54c645c41c52650c4c03b6a58fb1481fef5d
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* Add UnitTest for CpuAcc
!ComputeLibrary: 6641
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ic96b9e28d133cef73312b4ac793325f5e69b3d4d
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I3a5bfef5a0085d172fd3689e67f25af909ace2ee
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Icf69b4c707014c5ae76425ad326bd2826381f305
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I2e3dee3c73fe58c7cfcb3ce3667884202f46e6aa
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* Tflite parser
* Tflite delegate
* Serializer
* Deserializer
* Ref, CpuAcc and GpuAcc workloads
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I601a9ee1680b372c7955d9a628857d08c3cfd377
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* Ref workload
* Cl workload
* Neon workload
* Serializer
* Deserializer
* Remove boost include from TensorTest.cpp
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I498548169cc77609c55cf3105f1de5a7429772cf
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* This change is necessary because tflite uses a [1,H,W,I*M] format
and uses the I*M dimension for per axis quantization. Our previous
layout [M,I,H,W] can't handle the correlating quantization scales.
* Updates Onnx-, TfLiteParser and TfliteDelegate
* Updates the CpuRef, CpuAcc and GpuAcc backends
* Adjusts unit tests
* Adds test to ensure models with old layout can still be read and
executed
* Adds conversion function to previous layout [1,H,W,I*M] --> [M,I,H,W]
which can be used by backend developers
!android-nn-driver:5553
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ifef23368b8c3702cf315a5838d214f7dc13c0152
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* Used doctest in ArmNN unit tests
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ia9cf5fc72775878885c5f864abf2c56b3a935f1a
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* Replaced all instances of boost::multi_array with flat vectors.
* Updated LayerTestResult struct with new member variables.
* Updated CompareTensor function to compare flat vectors and the shape.
* Removed MakeTensor function from TensorHelpers.hpp.
* Removed GetTensorShapeAsArray function from LayerTestResult.hpp.
* Removed boost::array usage.
* Removed boost::extents usages.
* Removed boost::random usages.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Iccde9d6640b534940292ff048fb80c00b38c4743
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I481343af311cf3cbc81eee80e80d8b5581fdfd7b
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* Adding ref backend "ifdef" around ref test cases in
NeonLayerTests_NDK_Bug.cpp
* Removing unnecessary includes from NeonLayerTests_NDK_Bug.cpp.
* Removing unnecessary include from NeonLayerTests.cpp
* Breaking up Backends_Capability_Test into one per backend to allow
for conditional compilation.
* Remove unnecessary printout in src/backends/neon/test/CMakeLists.txt
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I9a36cd197e684ed55af244e5c998ee67bb8da88c
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* Creating a new NeonLayerTests_NDK_Bug test class.
* Moving a subset of tests effected by an NDK bug from NeonLayerTests
into NeonLayerTests_NDK_Bug.
* Excluding NeonLayerTests_NDK_Bug from the build if it's an Android
debug build and NDK is less than r21.
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: Icb16d8bbb784fb0357deef281d7aa713e11af8ac
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TfLiteDelegate support for FullyConnected Operator'
* Added front-end support for non-const weights for FULLY_CONNECTED operator
* Added FULLY_CONNECTED end-to-end test
* Updated FULLY_CONNECTED operator support in TfLite Arm NN Delegate for non-const weights
* Updated the version numbers
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Iffa5b9aa9297aca4c02d923cce4636c88ac21faa
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* Added TfLiteParser support for REDUCE_MIN and REDUCE_MAX operators
* Added ACL workloads support for REDUCE_MIN, REDUCE_MAX, and REDUCE_SUM operators
* Added TfLite Delegate support for REDUCE_MIN, REDUCE_MAX, and REDUCE_SUM operators
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I8085d59946bfd4ab78a59a61f899031ae53371a8
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I5a85597e75d2b879ae234c6929686fabe99d7bc8
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* Add NEON Logical workloads for NOT,
AND and OR.
* Enable Layer and IsSupported tests on NEON.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: Ibca59530457a664ca3d77751825642f8daf52fab
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* Add Boolean support for Reshape
* Use LogicalUnary factory and data type for LogicalNot
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I8e072fde200b7716556ae67f79616458cf98ff20
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the tests for layers Q,R & T
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I6fc613d31785298a0b7ed18f1abdd59bafed1e8e
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NO_DEPRECATE_WARN
* Done for all elementwise layers, Activation, BatchNorm, BatchToSpace
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Id1d15a0960233026aecf7a07e0d3f006e07e4abf
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the tests for layers M-P
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I324eee7d750e30f714e0d346b7da7b69866ff935
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the tests for layers between G-L
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I197351a479fb211787bd12a73c9618d2ded95898
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for all layers between C-D
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I9583adf50e67e63e73833f400d1c50fbff57f60c
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* Refactored Floor and FullyConnected tests
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: Iad87254e638bdcb5d7b334b16ec87a0c981e48a0
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* Re-factored SplaceToDepth, Splitter, Stack and StridedSlice unit tests
to use TensorHandleFactory for creating TensorHandles
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ib22bb09cd2120c02c548099eaa06db6e6f00b15e
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* Re-factored SoftmaxTestImpl to use TensorHandleFactory to create TensorHandles
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I83559a89187bbed0d6f34ca589ea81c694bf5683
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* Re-factored SpaceToBatchNd tests to use TensorHandleFactory to create TensorHandles
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I096a6e30ecc97dd9b93b206157f16d912085703c
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* Refactored ArgMinMax tests to use TensorHandleFactory instead of WorkloadFactory
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ibff0f9370972f9a0a977c05275cb6168f8f88ae5
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* Added new test function to pass in the ITensorHandleFactory
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I9b2e9250200e092541e29796ec53cabd0b677acf
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iea9cc3a36021aac4b86ea5d8340dd8eb1f308283
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* Remove default arguments in Neon and CL causing ambiguity
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I314885719a16311b68c7bda37cd54b2ca0d14480
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* Use axis=-1 in all softmax tests as ACL only accepts this dimension
(the most right dimension, in ACL is 0 and in ArmNN is -1).
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I4be83f60aa9505b4bf2367c4489e6f12d644c6d4
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*Cosmetic changes on NeonQLstmWorkload
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I53e00ec31845d4c7d1f00d53d179b8540dcee608
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Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I632b5ac7f188853de68e232e81568b3fca238d42
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*Add more UnitTests to the reference implemenation.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Idbce68baa76b049e5f741f790a5cfd75acb54a95
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* Add CL workload for Fill Operator
* Enabled Fill operator tests on CL
* CLFill function does not have validate() function yet
IsLayerSupported() function return true at the moment
* Enabled int32 to tests on backends
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I9f8cc6d1c86f832ba46a8d170572f4cfcde9ab17
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* Added Neon workload for Fill Operator
* Enabled Fill operator tests on Neon
* NEFill function does not have validate() function yet
IsLayerSupported() function return true at the moment
* Added INT32 supported type for CpuRef
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I17bf5ec13750f46322a30653e15ba2a514f61f08
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Change-Id: Ia4b4bb3be0ed6e933c77d58f8e9879b1370e9537
Signed-off-by: Laurent Carlier <laurent.carlier@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I1a66fdad63cef16866d9dfcb8a339647f856e1d4
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