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* Updated ParseReduce() function in TfLiteParser to read correct axis data
* Remove unused m_TargetWidth and m_TargetHight from ReduceDescriptor
* Updated the ArmNN Serializer Schema
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I98b6e00ccba1d8ea8c845cb1ae28840e42339629
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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: Kevin May <kevin.may@arm.com>
Change-Id: I4a82aca4a2c47b3c598b91bc0075c09397be728a
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This patch addes ReduceSum operation support for reference backend,
which computes the sum of elements across dimensions of a tensor.
Changelog v1:
- Fix file header descriptions.
Chagelog v2:
- Fix line limit issue.
- Fix type conversion issue.
Changelog v3:
- Remove tabs.
- Modify newly added file headers.
Changelog v4:
- Symbol on header isn't allowed so drop it from newly added file headers.
Changelog v5:
- Remove tabs, fix the use of brackets and align lines correctly.
Changelog v6:
- Add serializer and deserializer support.
Changelog v7:
- Fix build error add missed code.
Changelog v8:
- Rename ReduceSumDecriptor to ReduceDescriptor
- Update m_KeepDims field data type to bool on ReduceDescriptor
- Add ReduceOperation field to ReduceDescriptor
- Rename ReduceSumLayer to ReduceLayer
- Update ReduceLayer to use ReduceDescriptor
- Update ReduceLayer::ValidateTensorShapesFromInputs() function
- Rename RefReduceSumWokload to RefReduceWorkload
- Update workload to use ReduceDescriptor
- Update workload to use Decoders and Encoders
- Remove ReduceSum.hpp and ReduceSum.cpp
- Added Reduce.hpp and Reduce.cpp
- Move Mean.cpp (which is implementing REDUCE_MEAN) functionality to Reduce.cpp
- Update RefMeanWorkload to call Reduce function with ReduceOperation::Mean argument
- Remove Mean.hpp and Mean.cpp
- Update the Serializer/Deserializer ArmnnSchema.fbs for ReduceLayer, ReduceDescriptor, and ReduceOperation
- Update Serializer and Deserializer for serializing/parsing ReduceLayer
- Added TfLiter parser Sum test for REDUCE_SUM operator
- Make corresponding changes on front-end and Ref backend to support REDUCE_SUM operator
Changelog v9:
- Fixed build errors.
Change-Id: I8c8e034f3df73f9565b3c18eff51ecca6c542195
Signed-off-by: Inki Dae <inki.dae@samsung.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
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* Added GATHER operator support to TfLiteParser
* Added DEPTH_TO_SPACE operator support to TfLiteParser
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Id5d3b54e2d850eb9f19417029efbeb73a3029e69
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* Added support for bias vector in TransposeConv to TfLite parser
* Added UnitTest
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I6483986a9da9216084b4b885b7fd980fc3580fa9
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* Enabled Hard Swish and Elu in TfLiteDelegate
* Added support for Elu in TfLiteParser
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: If09321b58568a98e14cabce610a1586556da041e
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I85f0c30757043f8c27c78d607f0f9dbbdd35b9fb
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* replaced with fmt::format
* one case required std::stringstream instead
Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: Ica9a7eb4e7bed04aa03172058dd9e3d10efc8548
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* Remove AddBroadcastReshapeLayer from TfLiteParser
* Add AddBroadcastReshapeLayer as optimizer
* AddBroadcastReshapeLayer optimizer unit tests
* Load-scope dynamic tensor broadcasting unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I3549e85b71b41cbd4d96c0f1ece7887acbca76d1
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* Replaced with armnn/utility/NumericCast.hpp
* Exclusions in armnnCaffeParser
* Three excluded as requires float implementation in NumericCast.hpp
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ib468b606238694334a8319d0ed5db381ce37a915
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* Infer tensor shapes at the beginning of Optimize function
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I511f1228a12ebcad570e42a0c46d461ab9ccdc2c
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* Introduced ShapeInferenceMethod::InferAndValidate to TfLiteParser
* Added unit tests
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Iad4aadce92912e7645b1652019ec4af478b7fc32
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Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ic476f8d80bba080ab459db9e6a59cbafd307d129
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* Replace filesystem::path
* Replace filesystem::exists
* Replace filesystem::is_directory
* Replace filesystem::directory_iterator
* Replace filesystem::filesystem_error exception
* Replace filesystem::temp_directory_path
* Replace filesystem::unique path
* Replace filesystem::ofstream with std::ofstream
* Replace filesystem::remove
* Replace filesystem::is_regular_file
* Replace boost::optional with armnn::Optional in touched files
* Remove some superfluous includes
* Update build guides, GlobalConfig.cmake and CMakeLists.txt
* Remove redundant armnnUtils::Filesystem::Remove function.
* Remove redundant armnnUtils::Filesystem::GetFileSize function.
Temporarily adding back Boost::filesystem to enable Boost::dll.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: Ifa46d4a0097d2612ddacd8e9736c0b36e365fb11
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Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I587f601d3e1b9ea11fbc3dc379f24c5ebdcf3cf8
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* The function TfLiteParser::CreateNetworkFromModel was continuing
to parse the input file even after a fatal exception was encountered.
restructure catch exceptions outside the for loop.
* Add simple unit tests to test some exception handling.
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I202ca6819d40a47159b4ac8f2847958f945666c2
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* Refactored SplitV
* Added unit tests
* Updated Documentation
Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com>
Change-Id: If1dfa5a8780ddf3fe8788ed7bf7fa5fa8dfd14ec
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* Remove redundant asserts for unsigned ints being positive
* Remove unneeded include of lightweight_test.hpp header
* Remove unused exception variable names
* Replace hardcoded 0.0f with T() for some template functions
* Add a few static_casts
Change-Id: I290b0433cf995f6d0199422eaa10f816e5fd8eb9
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
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* Added unit tests
* Updated Documentation
Signed-off-by: Darshan Patel <darsh.jp@gmail.com>
Change-Id: Id22ffebe60732a93798f72801eb8a2a23cdd7ec0
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I3e934142487b92897eb487099a22d032f80e8e07
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* Added unit tests
* Updated Documentation
Signed-off-by: Darshan Patel <darsh.jp@gmail.com>
Change-Id: Iadb5c76139d74d755d7f4be4b023b4417efe1e92
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* Updated Documentation
* Created unit test file
Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com>
Change-Id: Ic8384b5ed21ac53f918860be8a98c0ac7477d0e1
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* exchange boost::polymorphic_downcast with armnn::PolymorphicDowncast
* remove unnecessary includes of boost::polymorphic_downcast
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ie603fb82860fe05fee547dc78073230cc62b2e1f
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* Change boost assert to armnn assert
* Change include file to armnn assert
* Fix ARMNN_ASSERT_MSG issue with multiple conditions
* Change BOOST_ASSERT to BOOST_TEST where appropriate
* Remove unused include statements
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I5d0fa3a37b7c1c921216de68f0073aa34702c9ff
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* Add Debug workload for QAsymmS8/U8
* Change Dequantize tests to test AsymmS8 instead of SymmS8
* Fix incorrect supportedness within RefLayerSupport
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Ie51f1e33c564d46c86bf0150b1addda3fc093d13
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Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Change-Id: I31f25f26a50c9054b5650b1be127c84194b56be7
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I53431c70edb64c9283ae556407cc07e54469d8cc
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!android-nn-driver:2572
Change-Id: I8fe52ceb09987b3d05c539409510f535165455cc
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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Change-Id: Ib00f185b431ab74fd9425d8f478bd2ddb182f74b
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
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This removes the dependency on an assembler (which must support .incbin).
Instead we use xxd as a custom build command to generate a .cpp file
which is included in the build.
This makes it possible to build on Windows, for which you need
cp.exe (from GNU Core Utils) and xxd.exe (from Vim).
Change-Id: I3a929640b1fdbfc27e2c38abd05bf3a298245ba5
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
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Change-Id: I749430918b1268786690c3c8dc9fa2a9542d5d1d
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
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!armnn:2421
Change-Id: Icdb02b7248ed408c3c8ad2e3e38df5b7cda1c545
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I6359a8a405c86aef04cde75404393dd4ee917fa5
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* TfLite slice parser and relevant tests added
* TfLite transpose parser logic added to translate Tf/np permutation
vector definitions to Armnn definitions
* TfLite transpose parser no permute data test modified to include
data for default permutation vector when none specified
Signed-off-by: josh minor <josh.minor@arm.com>
Change-Id: Iebd30971bd180593dc6b8f0d5be1d1bc61a3a5bf
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* Moved to BackendRegistry.hpp include/armnn
* Updated makefiles and sources accordingly
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I4d83abb581d523218a880c879fcf30c9611f7fd7
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* Moved QuntizeHelper.hpp to armnnUtils
* Reordered parameters for QuantizedVector and added default
values for qScale and qOffset to make life easier when
using the function for non-quantized types such as Float16
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I28c263dfa425f1316feccb4116839a84f5d568e5
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* Fixed bug in custom operator support that caused all custom operators
to be parsed as a DetectionPostProcessLayer
* Added support for handling unsupported operators (built-in or custom)
by replacing them with a StandInLayer in the generated network
* Added options to TfLiteParser to control whether we want to use
StandInLayers when we encounter unsupported operators, or we prefer
to throw a ParserException as until now
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I125a63016c7c510b1fdde6033842db4f276718c4
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Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I6c69f1f2f0f9c49ddada57b41d5802919ea14b25
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I026e4880013fa4ed83b6c4643dda7e4d100014a5
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* Add permute vector to descriptor if present
* Refactor test to check with and without permute vector
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: Ic8d882bb0f982fd00bb2854c18ea316b1b2cde2b
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Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
Change-Id: I766f4297b9daa26edacc2079fe62a083ba2fa68f
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Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I94e975ede3876c812f0f26b040e8c50a5597f86a
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* CMake "install" commands require a RUNTIME argument for platforms with
DLLs (e.g. Windows).
* Replace use of non-standard variable length array with vector
* Remove unnecessary #include of unistd.h
* Add #ifdefs to dynamic backend code to disable for non-Unix platforms
where you can't use dlopen etc. We could implement this properly for Windows
later using LoadLibrary etc., but for now erroring is fine.
* Add missing #include of <algorithm>
Change-Id: Ic8ef5fd599b37bf8772510157b6e479819f6a1eb
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* Reordered and edited inputs in ParseTransposeConv method
* Updated test cases to reflect changes
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: Icd090cf6ab340eed4f098ef8641daf7c6e0d0949
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* Added ParseTransposeConv to TfLite Parser
* New TransposeConv test file
* Updated documentation for supported Transpose Convolution
Change-Id: Id7356d8525556805c164af693ae2b16f6a8492fa
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
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* Increased MaxNumOfTensorDimensions and fixed issues related to its use
* Fixed issues caused by assuming 5d tensors are invalid
* Updated ArmComputeTensorUtils for 5d tensors
* Added 5d tensor unit tests for add, mul, stack and reshape (needed by IVGCVSW-3527)
Signed-off-by: Matthew Jackson <matthew.jackson@arm.com>
Change-Id: I5bcd64942d0d04efcc6c5acb240ad4b88e010743
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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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* 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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* 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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