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2021-02-19IVGCVSW-5682 Add Deprecation NotificationJan Eilers
* For Quantizer, Tensorflow Parser and Caffe Parser Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: If30daa54947c417c0d700f11e630546b1745b72e
2021-02-19Give unique names to debug layersRob Hughes
Debug layers are given names based on the layer they take their input from. If a layer has multiple outputs then one debug layer will be attached to each output. Therefore all these debug layers would have identical names making them hard to distinguish when debugging. This patch includes the output slot index which the debug layer takes its input from when creating the name. Change-Id: I09eaa8a7edad9bfdf678b4778cf740340013126c Signed-off-by: Rob Hughes <robert.hughes@arm.com>
2021-02-17IVGCVSW-5734 Building armnn failed in our Backends CI jobFrancis Murtagh
* CreateTestNetwork() and CreateTransposeTestNetwork should only be defined if Ref enabled; the same as the test its called in otherwise it's defined but not called. Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I7bc522a7884d216d1a8e51afd7cec7a66e4e2947
2021-02-16IVGCVSW-5665 'Basic NN Driver support for next OS Version'Sadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: If69dbc230e2136def8a697ab25b9c4cb5cb8c731
2021-02-15IVGCVSW-4873 Implement Pimpl Idiom for INetwork and IOptimizedNetworkFrancis Murtagh
!android-nn-driver:5042 Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ia1ce8b839e81b46428ba0f78463e085e5906958d Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Finn Williams <Finn.Williams@arm.com>
2021-02-15IVGCVSW-5675 Implement Pimpl Idiom for IProfiler (lower priority)Francis Murtagh
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: If716f5f4e9b5433586b8a939d326830482da2f74
2021-02-15IVGCVSW-5686 Add GpuAcc MLGO tuning file configuration argumentFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I3f320499c379162f9d1b00cc8816bd144cd7eee4
2021-02-15IVGCVSW-5648 Adding serializer support for m_DimensionsSpecificityColm Donelan
The field m_DimensionsSpecificity in TensorShape was not being serialized and deserialized following implementation of type 1 dynamic tensors. * Update schema. * Add to Serializer and Deserializer. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I7ddbdaf54c8f4b988c6cb300f90ba848a94bdad0
2021-02-12IVGCVSW-5685 Add CpuAcc specific configuration option numberOfThreadsMatthew Sloyan
* Added ability to set number of threads used in CpuAcc backend * Enabled number-of-threads option in ExecuteNetwork * Added TfLiteDelegate ModelOptions test * Added unsigned int type to BackendOptions.hpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ia576d4f45cbe5df3654bc730bb5ebd5181d82b5a
2021-02-12IVGCVSW-4893 Refactor ILayerVisitor using unified interface strategy.Finn Williams
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Signed-off-by: Finn Williams <Finn.Williams@arm.com> Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Id7bc8255a8e3f9e5aac65d510bec8a559bf37246
2021-02-12IVGCVSW-5717 Update JsonPrinterTestImpl to match latest ACLDavid Monahan
* Updated JsonPrinterTestImpl to use CpuLogitsDLogSoftmaxKernel_# * Update ACL pin to: 8958167c8d609566a40c9e618158ebcbdcd3e3bb Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ic48d6cc321d8f4cc15c488244f0d69508fad2d1c
2021-02-11MLCE-347 Bug fixes in Reduce: QueueDescriptor.validate and init REDUCE_MINTeresa Charlin
* Allow input tensors of any rank in ReduceQueueDescriptor::validate * Fix VTS tests failing for REDUCE_MIN due to initialization Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id8fba1662ade4e0a967093fe5a53b275847f2393
2021-02-11MLCE-360 'ReduceLayer InferOutputShape Issue'Sadik Armagan
* 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
2021-02-09IVGCVSW-5679 Fix Android NDK OOB buildMatthew Sloyan
* Specific OOB builds will fail if flatc is not available. * flatc command is now only run if found. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Iab6e082fe35dc3c3dfb78a29e1630c9edbb80be6
2021-02-09MLCE-347 'REDUCE_MIN, REDUCE_MAX, REDUCE_SUM Support'Sadik Armagan
* 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
2021-02-08IVGCVSW-4901 Add semantic versioning to Parsers and TfLite DelegateMatthew Sloyan
* Added Version.hpp to all Parsers * Added Version.hpp to TfLite Delegate * Updated CMakeLists to use new versions * Added GetVersion method to parsers and TfLite Delegate Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: If29e1e6d9e615f9095ec1c01ad47acfff40b1dd5
2021-02-08IVGCVSW-4873 Implement Pimpl Idiom for IRuntimeKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I52448938735b2aa678c47e0f3061c87fa0c693b1
2021-02-08IVGCVSW-5605 Doxygen: Update parser sectionJan Eilers
* Removes support.md files from all parsers. Lists of supported operators are now kept in doxygen only Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I137e03fdd9f41751624bdd0dd25e2db5ef4ef94f
2021-02-05IVGCVSW-4143 Add semantic versioning to Arm NNNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: Ibe1200c6d7be9e04821b4a829c83833d44542ad5
2021-02-05MLCE-326 'Support Dilation in Conv2D in ONNX and Tensorflow Parsers'Sadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I4a0f07b1e8f80aff0d29405def1f33bde7944e31
2021-02-04IVGCVSW-5592 Implement Pimpl Idiom for Caffe and Onnx ParsersKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I760dc4f33c0f87113cda2fa924da70f2e8c19025
2021-02-04IVGCVSW-5592 Implement Pimpl Idiom for Tf and TfLite ParsersKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I4a82aca4a2c47b3c598b91bc0075c09397be728a
2021-02-03backends/reference: Add ReduceSum operation supportSadik Armagan
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>
2021-02-02IVGCVSW-5605 Doxygen: Move Converter and Quantizer to Software ToolsJan Eilers
* Using README.md files directly to reduce duplications Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I6bd6f6326e608939ac244cc32b329e32bb4802f7
2021-02-02IVGCVSW-5605 Doxygen: Move Serializer and Deserializer to Software ToolsJan Eilers
* Not using the README.md files directly because it doesn't seem to be possible to get the content of readme.md combined with the content of the support.md files in one page Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I1e5073761f3af8a8d498385f3f7586334e7b29ec
2021-02-01IVGCVSW-5593 Implement Pimpl Idiom for serialization classesFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I01c7bd314219e58f71505dcb787d606dbded914a
2021-01-28IVGCVSW-4874 Provide LayerSupportHandle to frontend usersFrancis Murtagh
* Add test for new IsBackendRegistered member function of Handle * Move deprecated messages to new frontend API of LayerSupportHandle * Update delegate to use dot operator for IsXXXLayerSupported Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I70d7166e207a10e4b3583a827ca0dda2169bcba1 !android-nn-driver:4940
2021-01-28Remove incorrect use of std::vector.reserveJim Flynn
Change-Id: Ic45d4c837eaad8b9f19288d4f3b6e8caa3eaf319 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2021-01-25IVGCVSW-5619 Add OptimizerOptions and NetworkProperties to ArmNN DelegateNarumol Prangnawarat
* Add OptimizerOptions, NetworkProperties, DebugCallbackFunction to DelegateOptions * Enable OptimizerOptions when the network is being optimized * Enable NetworkProperties when loading network * Enable DebugCallbackFunction * Add error message when loading network * Log warning instead of error when operator is not supported but could fallback to another backend * Improve uint16_t CompareData * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I353035afb442774bfeb1c62570a90755c2ceaf38
2021-01-25Update ACL pin to 6a4ebe1305b544aec1ba0bfc67ed65d94fcc8c2eNikhil Raj
* Pass in new window parameter to the schedule_op function Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I8579d2d6e55ab9888471bd780628df0f73438498
2021-01-25IVGCVSW-5525 Handle Neon optionality on 32 bit linux platformsFrancis Murtagh
* Add neon detection for linux using HWCAPs * Add test to check for backend throwing BackendUnavailable exception Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Ib74aeb06abe5f88f21ecdd1edb2a1cd20ee2019d
2021-01-22MLCE-335 'DEPTH_TO_SPACE and GATHER operator support in TfLiteParser'Sadik Armagan
* 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
2021-01-22IVGCVSW-5571 Expose the TfLite Delegate to the TfLite python APIJan Eilers
* Implemented external delegate adaptor interface for TfLite * Activated armnn logging for delegate * Added logging info to indicate if gpu tuning is turned on * Added pytests to ensure functionality of the external delegate adaptor * Included the delegate directory into doxygen * Added documentation on how to use the external delegate in python Signed-off-by: Finn Williams <Finn.Williams@arm.com> Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Id3b4588fb0b9ac7e3f47ba2c19feead7beb58e18
2021-01-21IVGCVSW-5616 Don't fuse activation if quantization parameters are differentTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6504e922113aa9e397f53e570ebcf47e1f133945
2021-01-20MLCE-336 'TfLite parser and ExecuteNetwork issues'Sadik Armagan
* Report the error thrown Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: If5e5160f43c11a284b919d76b04d9c4d53e9c56c
2021-01-15IVGCVSW-4417 'Serialise ArmNN Model on android-nn-driver'Sadik Armagan
* Added generated schema file to the source tree * Updated the ANdroid.mk file to pick up the Serializer/Deserializer source Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I12c2bf2ae7aa12374c60e671ff3a97eac5b7f161
2021-01-15IVGCVSW-5644 Add documentation for cache loaded networkMatthew Sloyan
* Added ModelOptions documentation to CLBackendModelContext * Improved options descriptions in ExecuteNetworkProgramOptions.cpp Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: I14f0c8bb4f299809b89f49c616b691e2f7956d5b
2021-01-15Renaming NEActivationLayerKernel to CpuActivationKernelNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I33dc1127627b4b89c02a3bea246eaf7499e5a780
2021-01-15IVGCVSW-5424 TFLite parser not parsing new TransposeConvDavid Monahan
* Added support for bias vector in TransposeConv to TfLite parser * Added UnitTest Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I6483986a9da9216084b4b885b7fd980fc3580fa9
2021-01-14MLCE-325 ArmnnQuantizer incorrectly Quantizes all DataTypesMike Kelly
* ArmnnQuantizer incorrectly converts boolean or integer DataTypes to quantized DataTypes. This breaks layers like ArgMinMax where the output contains the index of an element along an axis. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I272c3d0f48bf884a2480bfa43eb14ec265fcda6b
2021-01-13IVGCVSW-5483 Fix cache loaded network nightly failureMatthew Sloyan
* Fixed issue where nightly job couldn't find flatbuffers import. * Removed unnecessary commented code. Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: If201f3fe54bf3bdd167aaf5d108154165d2a910d
2021-01-12IVGCVSW-5630 Unittest failure on mipsel/s390x/ppc64/powerpcFrancis Murtagh
* Use ECONNREFUSED #define instead for connection refused error no. * As error code on mips for example is 146 Change-Id: I2c725dc93ab8951d4f42a3ba51e747e01ced3a68 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2021-01-11IVGCVSW-5483 'Implement Loading and Saving to File'Matthew Sloyan
* Implemented Serialization and Deserialization of CLContext. * Fixed flatbuffers android-nn-driver dependency. !android-nn-driver:4772 Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: If806f050535ffaa70922ba0f1ffe7bb10f902329
2021-01-07Fix mac build breaksKeith Mok
Signed-off-by: Keith Mok <ek9852@gmail.com> Change-Id: I4b2926342bbf8621f7b7f5695cf1526dd7281bef
2021-01-07Fix build breaks for armnnDeserializer testKeith Mok
On macosx, the section rodata syntax is a little bit different, add ifdef __MACH__ to fix that. Signed-off-by: Keith Mok <ek9852@gmail.com> Change-Id: Ic11d6faf8b8d3f3b521fd4305e6cdc3562a1c8ae
2021-01-07Add argmax deconv support for caffe parserKeith Mok
armnn support argmax and deconv , but caffe parser does not. Add back this feature. Signed-off-by: Keith Mok <ek9852@gmail.com> Change-Id: I6b99cc4b58491204c41c6e1d11f583c65c628ee4
2021-01-07Add Caffe Parser Dilation supportKeith Mok
Signed-off-by: Keith Mok <ek9852@gmail.com> Change-Id: I3a85de2d082d489fbf5a775c2ae551080d189294
2021-01-05adding BOOST_TEST to EnqueueWorkload in FuseActivation Unit TestTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6a00045967fa48ec0913c8708ffc146a72ed2b87
2020-12-17IVGCVSW-4625 Add CL Rank WorkloadDavid Monahan
* Added CL implementation of Rank Workload * Removed references to memcpy_s as it's a windows only function Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ia63666b9640d76a775f2ab98b3cd7e9f77b5a507
2020-12-17IVGCVSW-5614 Enable Hard Swish and Elu activationsMatthew Sloyan
* 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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