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TransposeConvolution2dLayer::InferOutputShapes
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I2e3d5922bb89c8f3b84ff5458fda981ff177c3ce
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* Added Neon backend support for Stack
* Added unit tests for Stack on the Neon backend
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I21379966a6303285f8b65418d0d4ac7982cc9f04
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* Added Layer and Create Workload tests
for the new Quantized LSTM layer.
* Tests to be enabled on NEON and CL in
their respective patches.
Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: I7e9e9768dd63010ab58367c45fffcff452377cfb
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* Fixed FP16 failures on Max, Min, BatchToSpace on Gpu
* Fixed Signed32 skips on Maximum and Minimum
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I4bea19af1a0ae4c8950af8c6d5d68622cdd9b674
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* Added CL backend support for Stack
* Added unit tests for Stack on the CL backend
* Refactored unit tests to support generic data types
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I38ee3e9d8947ea98a3104c982698001e704d7d89
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* Fixed Quantized FP16 failures on GpuAcc
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ia6372da1305c3e826f56ba537e11acf7875c2d74
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* Using the absolute path of the unit tests executable so that
the unit tests can be run from anywhere and the relative path
to the test shared objects would still work
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I57401daa162570e9ab1717d28a54a19f421afb0e
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Take a copy of the MemoryStrategies for a layer before inserting
new connections. Use the copy when looking up the original MemoryStrategies
during the graph transformation.
Fix the unit tests for AddCopyLayers to have cases where copies are needed.
Fix the validation for clarity and correctness - was previously comparing
Layers by pointer when it should have been by name (as it was comparing
with a cloned graph).
Change-Id: Ie282dc11913e977b8151ce1ad8bfba5e11617d40
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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* Added unit test for valid dynamic backends
* Added unit tests for various cases of invalid dynamic backends
(invalid handle, malformed backends, incompatible version, etc.)
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I4c3b33702bb0faac2bbebe224f69908639b4fc54
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* Added a test library to exercise the utility functions that
handle the shared objects
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Ic8095febca2a46050831eb42f55a714f3ae3bfe3
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ib93c94a15fe15495664d509630cce373a69e1612
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* Adds serialization/deserialization support
* Adds related Unit test
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Iaf271aa7d848bc3a69dbbf182389f2241c0ced5f
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* Added new Dynamic Backends section
* Added new sub-section for the dynamic backends base interface
* Added new sub-section for the backend versioning rules
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: Icf8ce9573b13004eac5a238a259e79936f2d26fb
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* Created the new DynamicBackend class with all the necessary
getters/utility functions
* Created function types to mirror the backend interface functions
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I80a29e6e8a8d0b0655caba63d12cf62e0d8fc832
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Change-Id: I5cd90121e5fe1b49b394ee6f5a87e86520a30119
Signed-off-by: Pablo Tello <pablo.tello@arm.com>
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* Add check in CL and Neon to ensure axis is 1 otherwise
return unsupported.
* Edit CreateWorkload test and JsonPrinter test to ensure axis of 1.
Change-Id: I499b405532e26fefc2dd1c18b6dc6005813b5604
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Fix reference L2 Normalization workload to support < 4 dimensional tensors
* Add unit test for L2 Normalization with 2d tensor to Reference, Neon and CL test suites
* Fix typo in StackLayer
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I48a6a1289bcb02955b24f261bc70b467bd1abc23
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Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Icd89230d0698f32a5ebe36ec5012a0fcc19e1565
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Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Change-Id: I586415357d0f0d315c7174ad385167effa66b195
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* Added version structure for backends, with comparisons operators
* Added version to IBackendInternal
* Added version utility function to DynamicBackendUtils class
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I3697469675c27f79f7cfb296cfa69ec7e06375e5
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Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I97d5fe93e1448778fc020fd6fbd5a47a3f5e7235
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* Pad value for QASYMM8 is no longer stored in quantized form.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I048e1d233353c0560ae03a7cc1ed5199295352bc
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* Created new DynamicBackendUtils class
* Added OpenHandle, CloseHandle, GetEntryPoint and GetDlError methods to it
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I88c683b2c5d37968a9ebdf335be932ae2d9061e5
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* Added new layer QuantizedLstm (Android Q)
* Made necessary changes to APIs
* Added unit tests
Change-Id: I3b9f16b0e7e49f51932cf204c87cb7118798123a
Signed-off-by: James Conroy <james.conroy@arm.com>
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* Convolution2d, DepthwiseConvolution2d & TransposeConvolution2d
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I2490c684765d8c7349183572f46e86c201b8eefd
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* Replace u_int32_t with uint32_t
* Replace size_t with uint32_t for initializer list of TensorInfo
* Replace variable size arrays with std::vector
* Replace reference to local variable during its initialisation
Change-Id: I298b3995f1525f90a1ab2416d7e270315698fae3
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The mainSubgraph variable held references to layers in the optimised
graph that become invalid when a graph substitution is made.
The fix is to always use the optimised graph itself rather than a
view of it. The view served no purpose anyway.
Change-Id: Iad75f5829597ec43a774cfd7f2e5e7dede09dfa4
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* Adds layer norm support for serialization/deserialization
* Adds related unit tests
Change-Id: If80b668accc8b0754a93d18ab3a243284cb383d1
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
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* Add Axis parameter to Softmax Descriptor
* Add new reference implementation for Softmax using Axis parameter
* Add unit tests to cover each Axis
Change-Id: Iafac2275d2212337456f2b1b56b0f76f77fb9543
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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workloads
* Refactoring: use existing utility function for creating arm_compute::PadStrideInfo
objects in CL and NEON convolution workloads instead of duplicating code
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Id5e5a0f264e20af99dabce8dd8c6b782dedb94e6
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* experimental/filesystem is unavailable in some versions of LLVM
Change-Id: I0136bc911f2607561e8000fe9fa7c07f480554b6
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
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* Remove multiplier check in TfLite parser
* Add reference unit test for depthwise multipler of 64, as in DeepSpeaker
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I787339ab4c4d269333985353d191202d070906ba
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* Added ParseL2Normalization in TfLiteParser
* Added new unit tests L2Normalization.cpp
* Added documentation for supported L2 Normalization to TensorflorLiteSupport.md
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I83ea75d1791ac8a00390aed3e5d0a7b337fcd46d
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* Use ValidateTensorDataTypesMatch() instead of ValidateDataTypes() to
check whether two tensors have the same DataType
* Use const TensorInfo& aliases for tensor infos checked in multiple
places
* Use a const std::string& alias for the descriptorName instead of
using string literals throughout the code
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: Ie59db29b74d8b75bf07c5a6944f65f5e186cf8db
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Change-Id: I3061fa980fccdfb358ebfaf2870b57b110ed182e
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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Change-Id: Iefa78dc4c3f9d3075a8b91794eb4cf469268d946
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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Change-Id: I041bdf9e721a4384ea3c2be0184787dd1f4ea08e
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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* Remove ValidateTensorQuantizationMultiplier
* Update CL pin to COMPMID-2336
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com>
Change-Id: Iaece5b564134f7ec91f82cb246bcb10ad455999d
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* Renamed NeonResizeBilinearWorkload.* to NeonResizeWorkload.* and added support for ResizeNearestNeighbour
* Added CreateWorkload and LayerTests for Neon backend
Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com>
Change-Id: I72f5340608a0928f8b32a41d1915ee2c35849f18
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* Added ParsePack method
* New unit test Pack.cpp
* Updated TensorFlowLiteSupport.md with new supported operator
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I2310b33ee26959b036bb4452a25c90cc1d4cbf20
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* Added reference workload for the Stack layer
* Added factory methods
* Added validation support
* Added unit tests
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Ib14b72c15f53a2a2ca152afc357ce2aa405ccc88
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I5c8f6d08653646d99f839ceca11931e3be0467d8
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android-nn-driver through ILayerSupport.h
!android-nn-driver:1506
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
Change-Id: Ia9904bd355c72a84f07d0a26faf143a4d6aead9c
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* Adds serialization/deserialization support
* Adds related unit test
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I69deb5397b8a06c679715e24971e9bb1c282140d
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Change-Id: I2c458499b05b16f71decd09e6b642ce3725623fc
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Idb1325cba730dbf62b4742e4078220ef97d4b526
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* Evaluate model accuracy using category names instead of numerical
labels.
* Add blacklist support
* Add range selection support
Signed-off-by: SiCong Li <sicong.li@arm.com>
Change-Id: I7b1d2d298cfcaa56a27a028147169404b73580bb
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* Implemented VisitStackLayer
* Added unit test for Stack layer quantization
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I6f708543711c3600fa6c78d6d1f41ef14bbb90bb
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Change-Id: I08640891a206b40da478fdaa7634e7a2f76784af
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I7f4c722141837939fd8904c52e75704a15c8a5e3
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