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path: root/include/armnn/LayerSupport.hpp
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2021-10-02IVGCVSW-5985 Remove deprecated codeJan Eilers
* Removes deprecated AddLayer, IsLayerSupported functions * Marks the whole LayerVisitor class as deprecated not just the constructor. This required to wrap all Accept functions in a no deprecate macro because the LayerVisitor is used as a parameter in there * Removes usage of deprecated LayerVisitor and replaces it with ExecuteStrategy. This required a few structural changes in the unit tests * Adds a default implementation for IStrategy called StrategyBase * Changes pyarmnn to use non deprecated constructor for INetworkProperties and adds related unit test * Marks usage of deprecated code in pyarmnn as deprecated. This required to extend INetworkProperties to allow backwards compatibility * Removes deprecated functions from CpuAcc, GpuAcc and Ref backends Note: This patch breaks compatibility with backends that are not updated in this patch !android-nn-driver:6325 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Id13b6f37a74d26eadeda2da1dc92915e725ed5a5
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>
2019-07-24IVGCVSW-3469 Add front end for Quantized LSTM layerJames Conroy
* 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>
2019-07-10IVGCVSW-3418 Add Arm NN front end support for the new Stack layerMatthew Jackson
* Added new StackLayer class * Made necessary changes to Descriptors, ILayerSupport, ILayerVisitor, etc. * Added unit tests Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: Ieb97a928a342ffe1901c6058eb895711c358fd3d
2019-07-09IVGCVSW-3397 Join lstm parameter infos in a struct for isLstmSupportedJan Eilers
!android-nn-driver:1461 Change-Id: I9d8fe7adf13832ed0cbcfe98b2353c2f37011d22 Signed-off-by: Jan Eilers <jan.eilers@arm.com>
2019-07-02IVGCVSW-3382 Deprecate ResizeBilinear and use Resize with Bilinear methodAron Virginas-Tar
!android-nn-driver:1451 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ieedbce1f6e95891137a250fdd07e2f7e4e1f4828
2019-06-21IVGCVSW-3319 Add frontend support for TransposeConvolution2d LayerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ic06f63f1eff255e697facf319e2ac4c83d782e7c
2019-06-17IVGCVSW-3267 Add Arm NN front end support for the new Prelu Activation layerMatteo Martincigh
* Added new PreluLayer class * Made necessary changes to ILayerSupport, ILayerVisitor, etc. * Added unit tests Change-Id: Ifcfb78e823bb5a245ed1dad15290d2f60115c882 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-12IVGCVSW-3258 Add front end support for new SpaceToDepth layerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Id677e29a734f2b36483d939ad370079bdc11551e
2019-05-23IVGCVSW-2771 Fix SubTensor error in vgg16 ExecuteNetwork NEONNarumol Prangnawarat
* Add check if Sub-tensors cannot be used, call ACL function * Add computation of SplitAxis from SplitterDescriptor * Add NeonSplitterWorkload functions * Modify IsSplitterSupported to call ACL validate function if sub-tensor cannot be used * Also check if quantization parameters match when using sub-tensors * Add more unit tests for Splitter in TfParser and TfLiteParser Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I31e4c7d055117c83c65b598c4125442173242226
2019-05-14IVGCVSW-3076 Add ConcatLayer methods to public APIJim Flynn
!android-nn-driver:1120 Change-Id: I5192fa3deb4ea9766d38ad0bf4dfbfa0b4924c41 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-04-05IVGCVSW-2914 Add Switch Layer and no-op factory methodSadik Armagan
Change-Id: I6a6ece708a49e8a97c83a3e7fec11c88af1e1cfa Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
2019-04-05IVGCVSW-2915 Add Merge Layer and no-op factory methodNattapat Chaimanowong
Change-Id: I54549671e0d3b207904cf9796a843eb2b0a631f7 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-28IVGCVSW-2874 Add DequantizeLayer and no-op factory methodNattapat Chaimanowong
*Add Dequantize layer to the frontend *Add Serializer and Deserializer for Dequantize Change-Id: Ide2647b9e0348d599deb97e61ca4bf66e2f17fc0 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-26IVGCVSW-2881 Remove DebugDescriptorNattapat Chaimanowong
* Also update Debug layer to use layer guid information Change-Id: I9ec1f639299c3f855b670ff031a0e88d685cfc6b Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-25IVGCVSW-2882 Fix include order in armnn public headersMatthew Bentham
Change-Id: I111eab934824348f5e9c1d1384be5a24546dc19a Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
2019-01-23IVGCVSW-1048 RESIZE_BILINEAR NEON operatorSadik Armagan
* Implemented NeonResizeBilinearWorkload * Enable ResizeBilinear Operator unit tests for Neon !android-nn-driver:405 Change-Id: Iec3100ccaf7d246e8eaf683d1f3ec9191df5241e
2019-01-15IVGCVSW-2454 Merge together the pluggable backends work (was in aMatteo Martincigh
separate branch) and master * Brings in all the changes done for the pluggable backends * Added sub-graph support and tests * Added precompiled layer support and tests * Moved BackendSettings to a separate file * Removed the backend-specific code * Ported DebugLayer and associated functionality * Included fixes to make those changes work with master Change-Id: Id7028fa7917527b844628d5aff5732e3d94c0488
2019-01-11IVGCVSW-2454 Refactor ArmNN to support pluggable backends from a separateMatteo Martincigh
code base * Made the virtual functions in ILayerSupport.hpp pure * Created a LayerSupportBase class with the default implementation of the interface * Made the backend layer support classes inherit from the base class, instead of directly from the interface * Refactored the profiler and the profiling event classes to use the BackendId instead of the Compute * Implemented a proper MemCopy support method * Changed Compute to BackendId in the profiling API and objects * Removed static references to pluggable backends !android-nn-driver:492 Change-Id: Id6332b5f48c980819e0a09adc818d1effd057296
2019-01-07IVGCVSW-2371 Add Rsqrt Ref implementationMohamed Nour Abouelseoud
*Added Unit Tests Change-Id: I6cceb8e6dcda35ce08415f8e5ca86019a64d26e3
2018-12-17IVGCVSW-2398 Add no-op factory implementations for all backends for theFrancisMurtagh
Equal operation * Add QueueDescriptor in WorkloadData.hpp * Add CreateEqual function in WorkloadFactory.hpp * Added stub implementation of the CreateEqual function in RefWorkloadFactory, NeonWorkloadFactory and ClWorkloadFactory Change-Id: Iec6dc2f989c67fa6f0c32cfb93508995c8580783
2018-12-14IVGCVSW-2377 Add no-op factory implementations for all backends for theMatteo Martincigh
Greater operation * Added QueueDescriptor in WorkloadData.hpp * Added CreateGreater function in WorkloadFactory.hpp * Added stub implementation of the CreateGreater function in RefWorkloadFactory, NeonWorkloadFactory and ClWorkloadFactory * Added GreaterLayer stub implementation * Renamed ArithmeticBaseLayer to ElementwiseBaseLayer Change-Id: I7e38c2936de905da921a92ba3f918478169ec7f5
2018-12-06IVGCVSW-2315 Add descriptor for DebugNattapat Chaimanowong
Change-Id: I6b26c681989ef815752186f027a245ef8da7aea2
2018-12-03IVGCVSW-2315 Add DebugLayer and no-op factory methodNattapat Chaimanowong
Change-Id: I5455b720565248ff94278e76887d63f8434a7b58
2018-11-29IVGCVSW-2245 Add Minimum Layer and no-op Factory implementationkevmay01
Change-Id: I03fa374fd9692d98257de709f8c3ad0a49c88b95
2018-11-28IVGCVSW-2253 Add maximum layer and corresponding no-op factory implementationNattapat Chaimanowong
Change-Id: I8964f5e8978c2d2a07734a381e3f7c656c22456a
2018-11-19IVGCVSW-2043 - Merger using ACL for innermost concat axisNikhil Raj
* Add ClMergerWorkload and NeonMergerWorkload to call ACL for innermost concat axis * Modify layer support to call ClMergerWorkloadValidate and NeonMergerWorkloadValidate when concat axis is inner most * Add m_ConcatAxis to MergerDescriptor * Modify MergerQueueDescriptor::Validate to check sub tensor only when using subtensor !android-nn-driver:166 Change-Id: I56676b43964c8d6d726387b41b3cc34a512c0f0a
2018-11-15IVGCVSW-2086: Add StridedSlice layer & corresponding no-op factory ↵Conor Kennedy
implementations Change-Id: I906dcb8b4c9b491bf3a661f208c09d0ea1c0fa35
2018-11-12IVGCVSW-2054: BATCH_TO_SPACE_ND Reference implementation and Unit tests.Éanna Ó Catháin
Change-Id: I13c6728dbb60643d0e086d171225c5d802987f92
2018-11-02IVGCVSW-2093 Add SpaceToBatchNd layer and corresponding no-op factory ↵Nattapat Chaimanowong
implementations Change-Id: Ibd457f3a2d4342c4d6335bd3c471282a14ab6b14
2018-10-22IVGCVSW-1998 : indicate deprecated functions and types in the public APIDavid Beck
Change-Id: I60644cead5087c2012b663512fb9448dd31523af
2018-10-22IVGCVSW-1998 : replace Compute enum in LayerSupport free functionsDavid Beck
!android-nn-driver:153490 Change-Id: I1c2a5f942e3a1c3626e093c90545ca27c64ba5e8
2018-10-10IVGCVSW-1964 : replace optional biases with home-grown OptionalDavid Beck
!android-nn-driver:151788 Change-Id: Ibdc41d09b8df05e7a0360dcb8a060860dfb1bd99
2018-10-10IVGCVSW-1863 Support NHWC for L2NormalizationMatteo Martincigh
* Added L2NormalizationDescriptor struct with m_DataLyaout member * Updated all IsL2NormalizationSupported calls to take a descriptor as an argument * Updated L2NormalizationLayer to take a descriptor as an argument !android-nn-driver:150116 Change-Id: I0459352d19cfd269bc864a70cf73910bf44fdc01
2018-10-10IVGCVSW-1881 Add PadLayer to ArmNNMohamed Nour Abouelseoud
Change-Id: Ib70883a20fa7b82bfb090aa98cc51a6d645b5722
2018-10-01IVGCVSW-1813 - Add MeanLayernarpra01
* add MeanLayer functionalities * modify MeanQueueDescriptor to use parameter * add IsMeanSupported placeholder for all backends Change-Id: Ic69a34a61df667849977aad9b38f9a01eef565b5
2018-09-25IVGCVSW-1804 : Add Subtraction layer types and placeholdersDavid Beck
Change-Id: Ib9a477e5ce590df74ba05fece77258b9204f6523
2018-09-17IVGCVSW-1807 : change license text in file headersDavid Beck
All changes are the same: // // Copyright © 2017 ARM Ltd. All rights reserved. -// See LICENSE file in the project root for full license information. +// SPDX-License-Identifier: MIT // Change-Id: I37eae011411133663ca9d2b059714d92f8bf8e24
2018-09-17IVGCVSW-1200 Division layerFrancis Murtagh
*IVGCVSW-1772 Create QueueDescriptors *IVGCVSW-1773 Add a CL implementation of the DivisionWorkload *IVGCVSW-1774 Add Neon implementation of the DivisionWorkload *IVGCVSW-1775 Add a Ref implementation of the DivisionWorkload *IVGCVSW-1776 Add a Division Layer * Added simple division unit tests with broadcasting Change-Id: I05751fb7f868789f6c06f91e8d25e52b4f12ab5e
2018-09-17IVGCVSW-1324: Make biases truly optional for Conv2d and DepthwiseConvolutionarovir01
!android-nn-driver:145961 Change-Id: I039ab0adc61725859514246365b5e5b5fa603eaa
2018-08-31Release 18.08telsoa01
2018-05-23Release 18.05surmeh01
2018-03-09Release 18.02telsoa01
Change-Id: Id3c11dc5ee94ef664374a988fcc6901e9a232fa6
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