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Change-Id: Ic08e38fe10ca1abd79c6e4b1a83dc9a929686b56
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Id677e29a734f2b36483d939ad370079bdc11551e
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* Add function to calculate bias tensor quantization scale
from input and weights scales.
* Change visitor method of Conv2d, DepthwiseConv and FullyConnected to use
the new function.
* Fix Unit tests to expect correctly calculated quantization parameters.
Change-Id: Ic36f47ceea81243c813d74ccf791e984c819cc71
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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handle Float32 and QAsymm8 types
* Removed the type-specific workload implementations
* Added type-independent RefBatchNormalizationWorkload implementation
* Reworked BachNormImpl to use decoders/encoders
* Improved the validation of the BatchNorm queue descriptor
* Fixed unit tests where necessary
Change-Id: Icf3fa1332292d38ec2fa0b1cb984cab78426034b
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: Iea6edf90148773b12f361bfa4b1d572c5322d18b
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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!android-nn-driver:1210
Change-Id: I940b3b9e421c92bfd55ae996f7bc54ac077f2604
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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!android-nn-driver:1183
Change-Id: Ia69995b7f09cb86b64611e8efd315413e3064ca1
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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* Used the new ARMNN_DEPRECATED_MSG macro instead of @deprecated
* Refactored the code to no longer use the deprecated methods where
applicable
!android-nn-driver:1126
Change-Id: Ib0578d3d6fc5a763f5fb922f67ba91fafc7796f6
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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!android-nn-driver:1120
Change-Id: I5192fa3deb4ea9766d38ad0bf4dfbfa0b4924c41
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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now works when substituting layers from another Graph
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Iebd21a4975dd0ea1fc9d62708555dae4b1809623
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input/output types
* Also add unit tests for new preserve type option
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
Change-Id: I860759072f2e3546698118d1bcd5e79eb4e805ec
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Change-Id: Iba91e3f3625639f01d66f81a9f3e419e0e285d66
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I4ac325e45f2236b8e0757d21046f117024ce3979
Signed-off-by: Éanna Ó Catháin <eanna.ocathain@arm.com>
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Change-Id: I9b93bc81b97f3d89fa046ba001854f732040e63a
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Also update unit tests for the quantizer to check the input and output
shape of the network
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
Change-Id: Ie804d852f2a4770d98dfb4dab6415f3d0fdd2ce4
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Change-Id: I45f81aa4ca8a964e423594fe271825c4a52b21f4
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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* Removed the reference to the parent graph in SubgraphView
* Removed the AddLayer method in SubgraphView
* Updated the code where necessary to adapt to the new changes in
SubgraphView
* Fixed a check in the CreatePreCompiledWorkloadTest test function
Change-Id: I4d3af87f11ec3cd8f18a21b250a2d295da56e1a0
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Currently asserts that the net fails to optimise as that
is the expected behaviour, but it's complete enough to
exercise most of the code in SwitchLayer.cpp and MergeLayer.cpp
Also, fix a bug in SwitchLayer::ValidateTensorShapesFromInputs
found by the new test.
Also, make topological sort slightly more robust to missing connections
as it should not be the job of the sorter to validate the graph.
Change-Id: I30b9e2d4769ab14a6820284871a79a5bb3eef1ef
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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Change-Id: Ie50aeccf053c20c3a01a75042bbc3acd824375af
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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*Add interface IExecutionFrame.
*Add basic implementation ExecutionFrame.
*Add Unit Test
Change-Id: I960ac84a05c0c9b03735ec5e9c63f6f8f95b57b5
Signed-off-by: Kevin May <kevin.may@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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* Added new optimization for folding pad layer into convolution2d layer following it
* Added new test in OptimizerTests.cpp
* Added new optimization into All optimizations
* Added call to new optimization in Optimize in Network.cpp
* Updated CMakeLists.txt
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
Change-Id: I682e07c71bbd42c49c02dda30a848a9ab2b16e7e
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!android-nn-driver:968
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I03ccb4842b060a9893567542bfcadc180bbc7311
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Change-Id: I54549671e0d3b207904cf9796a843eb2b0a631f7
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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Change-Id: I9144fb6b7d05561b5b8fd9db5dbe31c9257f10ca
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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Change-Id: I2014a8d801f1f222d27a80dddf4f188ddcb3a5c9
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: I06653135c5fef38a52995da6c4b6de7ba5786b6a
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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* Add quantization test under QSymm16 scheme for all layers
* Refactor existing tests to reduce code duplication
Change-Id: I66c9437b3247d78acbb4ebc2c2481f3238268038
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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Change-Id: Ia7c305c30c39ec0e9db447a461479be17fde250c
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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*Also added test case for non-zero crop and moved BatchToSpaceNd test
functions together
Change-Id: I142ba356165618b2811a4ab650ca6ced35220d9c
Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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* Added new argument-forwarding in-place constructor to Optional
* Added MakeOptional utility template to allow for efficient construction
of optional objects
Change-Id: Iec9067fc5c3e109a26c4cc2fe8468260637b66c5
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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Replace assert with explicit conditions so that the checks
are correctly performed in release builds.
Change-Id: Id69ab3cc0aa8c61021642b7250e30c255f144a3a
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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parameters
Change-Id: Ie67ce4966c5e5fef618876b027292da429de1485
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
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* Add check for infinity and negative infinity in quantize()
* Add assert for NaN value in quantize and dequantize()
* Add unit tests for infinity and negative infinity
Change-Id: Ie60e1e15b289ccbf99df4a3281f067b82cc9f9bf
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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Change-Id: Iff6533396e594e2716e432223780d662d99d06ec
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
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Change-Id: I44b12c5c246b7aacc789420dbe55a16efaab6f98
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Change-Id: Iff0902ea2751b079563ce82fbbec6db5157c3392
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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Change-Id: I0daffd23f32cc094d8309aed822cc46bb2aaa46f
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I8e44866336dcd5a9694309cf9bb954a4991e61fd
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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Change-Id: Iaefa145b8a218b3708c8a9208fdabd4984376ae9
Signed-off-by: Nina Drozd <nina.drozd@arm.com>
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Change-Id: I19f01698a6f9b361cd1737d76e6ec2020fab77a6
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Added VisitConstantLayer to QuantizerVisitor
* Added unit tests and refactored QuantizerTest.cpp
* Code cleanup
Change-Id: I118fd2be085fc98879c5cfaa09698a7c98ba13f0
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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Change-Id: Ica9c48adad741840b201047bb65541a19aac17f7
Signed-off-by: FrancisMurtagh <francis.murtagh@arm.com>
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* Some refactor of the existing QuantizePermute test for reuse
Change-Id: Ifaf1afc476bad348f260fa5340c0153e7ade2703
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I4f208d18f7ac6bb04423cc26ecf61adf0ccc5d26
Signed-off-by: FrancisMurtagh <francis.murtagh@arm.com>
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Change-Id: I1b409e5dac7922859e04a554893b982afc5ad1e7
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: Iab0d5aed243aca921661e4d39770fe02b1330442
Signed-off-by: FrancisMurtagh <francis.murtagh@arm.com>
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Change-Id: I68cf5072aca6e3a8b3b8c57e19b6d417cd5813fc
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
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Change-Id: I216344ee10bbffadb648d4aef1d9a0d9dbb4a341
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Signed-off-by: ruoyan01 <ruomei.yan@arm.com>
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