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HAL 1.1/1.2 to account for negative slices
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ia98101b07b826359fb621b801fcbc811d7ec6f6a
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* Add NeonConvertBf16ToFp32Workload
* Add NeonConvertFp32ToBf16Workload
* Add BFloat16 type support to NeonConstantWorkload and NeonTensorHandle
* Add ConvertBf16ToFp32Weight when ConvertBf16ToFp32Layer is added
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Id5b44a203add5e0c98c1ca4e2162115741b56644
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* CellToInputWeights were not handeled correctly
* Changed CellToInputWeights from Cifg to peephole parameter
* Modified exiting unit tests
* Added unit test to cover new configuration
* Added more descriptive error messages
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ied5dc1253d3df1fd1a79b887a58603d0a9c8f396
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Convolution2d and FullyConnected layers
* Add InsertConvertFp32ToBf16LayersBefore
* Add ConvertWeight to ConvertFp32NetworkToBf16Impl for Conv2d and FullyConnected
* Allow different input and output when input is BF16 and output is FP32
Conv2d and FullyConnected layers
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ic8f92ff28edcae08a72a3114a28f50c4619f919b
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* The std::thread::id is included in some timeline packages of the
profiler. But the size of thread::id is platform dependent. That's why
some tests expected a wrong package size
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I4794ebbdda2d75ed5be7112f6a3bf2e5f14f221b
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I35e0a891cd69f2c130b8886460089c441d8e666d
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* Add ReduceFp32ToBf16 to OptimizerOptions
* Add ConvertFp32NetworkToBf16
* Add utility functions to insert conversion layers
* Add constant conversion BF16 <-> FP32
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Iaff77e20c721400b052cb37eb9ef6fe16d7abaff
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* Added new layer QLstm (Android R HAL 1.3)
* Made necessary updates to APIs
* Added unit tests
* This layer is functionally equivalent to the
original unquantized LSTM layer with some
additonal quantization features added. Due
to this, original LstmParams are used for
this layer.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I5b7f2d2fb6e17e81573b41a31bc55f49ae79608f
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the Backends CI job
* Enable the GetProfilingService() function to BackendProfilingTests and ProfilingTestUtils
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I32e3625db0f465883f2ec27fb7c2fad4e91b6306
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I9099a4f840fb747336f77d20a0868b64e801a310
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I174f83c9a454b5499f817baf0bddcd4a49cac523
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I84ab68c048675a39a67045430b2dde571b45e479
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I345c39a10a4693a500aa1687d9a5cee76da791c3
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ida6d7e1d2c9abe0618f8b711bab9d62c011090d6
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* Improved error reporting by using VisitorThrowingPolicy in
DynamicQuantizationVisitor.
Change-Id: I8a7d0975d448e6c2b6efb5f315ac255eec29f7a2
Signed-off-by: Pablo Tello <pablo.tello@arm.com>
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I7f6932f0d21b5678ab9822b0fc69f589bbbb07e5
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I85b6967469dc1fddbbc875b34ba107480b78089a
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!referencetests:229377
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ia9b360b4a057fe7bbce5b268092627c09a0dba82
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* Add ConvertFloat32ToBFloat16
* Add ConvertBFloat16ToFloat32
* Add BFloat16Encoder
* Add BFloat16Decoder
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I198888384c923aba28cfbed09a02edc6f8194b3e
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* Changed TimelinePacket encoding so that there is only one header for
multiple timeline swtrace messages
* Refactored function names to have more suitable description
* Refactored CodeStyle to coincide with ArmNN coding standards
* Refactored profiling test names to be descriptive
* Refactored ErrorCode name to TimelineStatus
* Updated existing unit tests
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I83bd4bb9e7393617bca97eba96a6e1388916e5b0
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Change-Id: I3e64bca4a1709ac199513676579cf3c9a3090f26
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: I958dd719162337eb5c7e71f4ac49dd5784564b1a
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ie2e9e617b9210d79a26e7ba58ecc874d1202e599
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ie2fcf06d0bae9e2ef958e60ab9e8b121fdc7b590
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* Changed some existing Permutation specific optimizations to also support Transpose
* Added MoveTransposeUp optimization
* Added TransposeAsReshape optimization
* Added tests for Transpose optimizations
* Added missing layer tests for Transpose
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I20d099b284861402ae94aaa5dbf34907327a485f
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Change-Id: I6ddcffe792e39b17fcdb8af7f13f4a689ef8019d
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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EnableProfiling and adding error checking to the Runtime
Invocation
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I65b8bb16c6f1c7d668de31238ce0408a48974997
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* Add a new Activiation type of HardSwish.
* Add CpuRef support and tests.
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I68c3840aa45b7a27d5e416a5d50fe8f99f003ce8
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* Added TransposeLayer
* Added CL, Neon and Ref Workloads
* Added Transpose utilities
* Added Serializer and Deserializer support
* Added Quantizer support
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I04c755ba7cb5b1edf72b3c9f3c0314878032e3c7
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* Added CpuRef implementation
* Added Unit Tests
* Added Quantizer Test
* Enabled Tests for Neon and CL backends on fp32 only
* Added to Serializer
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ic23e1797dbc9352b40678c389d7fe2b836b582ea
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* Sync up the Android build files with the CMakeLists.txt
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I1675b0937fed7c74833e46af6d077ced57cf5bed
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Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: I9ff918e7f9fe340e65f8dd1b1c47754c8b41de1f
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* Added Quantization Scheme for QAsymmS8
* Added Unit Tests for QAsymmS8
* Renamed QAsymm8 calls to QAsymmU8
Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com>
Change-Id: I897b4e018ba1d808cc3f8c113f2be2dbad49c8db
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* Call CreateBackendProfilingContext on each backend from Runtime passing
an instance of the BackendProfiling interface.
* Modify the signature of CreateBackendProfilingContext to remove const
and return a shared_ptr to BackendProfilingContext
* Add concrete BackendProfiling class.
* Store BackendProfilingContexts in Profiling service.
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I975eaa2093ae91fa623835f65f9e5b25eb65117a
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Define CreateBackendContext to throw BackendUnavailableException
if necessary runtime components are missing.
Handle this in the constructor of Runtime by not adding those
backends to the internal DeviceSpec owned by the Runtime.
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: Iadffb5240e32e1f105683c4d361276b92d1e720c
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!android-nn-driver:2642
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: Ibabb73c0ae0df2e530a68398f75c76e6b80c0701
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Armnn has several static data symbols that are needed by the unit tests.
These are now explicitly marked for import when that header is included
from the unit test code.
See also https://cmake.org/cmake/help/v3.4/prop_tgt/WINDOWS_EXPORT_ALL_SYMBOLS.html.
Change-Id: I4e71ba659b6321659a1396125b5a9c271578040f
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
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!android-nn-driver:2622
Change-Id: If99d3eff71ff66ba28af1e5af248299fe04511b9
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Added new layer named ElementwiseUnary
* Deprecated existing Abs/Rsqrt layer functions
* Updated existing Abs/Rsqrt test infrastructure to use new layer
* Added boilerplate for new Exp,Neg,Sqrt elemwise op layers
* AbsQuantize test removed pending future commit
* Serialization support added
!android-nn-driver:2550
Change-Id: Ic595c645925e17b45db568187fd05646daf2e87f
Signed-off-by: josh minor <josh.minor@arm.com>
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Change-Id: I82a7dcffc3771efa8350e2e1e22cfb20969551f9
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
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* Changed RemoveDebugLayers to move all connections from its OutputSlot.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I3c649e3f660804ca48f3c2af993a5af6a7ed4d4a
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Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: Idb583f8de4470eefb47c90189cd3c90e74e0440a
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Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: I6c90eab1c6bad76d5c7b3bf094998fa4b454bcd1
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Also remove it from armnnSerializer and armnnUtils.
In general code within Arm NN should only include exactly what it needs.
This will help keep compile times down, and reduces the need for a
complete rebuild when anything in the public headers changes.
ArmNN.hpp should only be provided as a convenience for user code where the
user doesn't know enough of the API to decide which specific headers
they need.
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: I4ffcaa7662af4f88a1babf2bf17d03da6f77d665
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Logging.hpp is mainly useful for raising Arm NN log messages. There's
very little point in automatically including it for users of the library
via the ArmNN.hpp convenience header.
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: I71fb3188dc0b30c1bbc86a31996470c707d38c19
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This helps prevent leaking of boost names into Arm NN public headers.
Change-Id: I1605d2ed178965f8e502bc6a4b4ac3e627bbbbed
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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!android-nn-driver:2572
Change-Id: I8fe52ceb09987b3d05c539409510f535165455cc
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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!referencetests:218340
Change-Id: If24a604310d0363b1f09b406e4d53ebfeb106aad
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: I6003d2f82ca02d926dd95abee712337783eacfc7
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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Change-Id: Icb1b35ff55fa22103777853e6f49fc282d61750d
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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