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path: root/src/armnnSerializer/ArmnnSchema.fbs
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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
2021-02-11MLCE-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
2021-02-03backends/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>
2020-11-09IVGCVSW-5091 Add Logical ops frontend and ref implJames Conroy
* Add frontend and reference implementation for logical ops NOT, AND, OR. * Unary NOT uses existing ElementwiseUnary layer and ElementwiseUnary descriptor. * Binary AND/OR uses new layer LogicalBinary and new LogicalBinary descriptor. * Add serialization/deserializion support and add missing ElementwiseUnary deserializer code. * Add additional Boolean decoder in BaseIterator.hpp. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Id343b01174053a166de1b98b6175e04a5065f720
2020-07-06IVGCVSW-4624 Add a RANK Reference ImplementationFinn Williams
* Add Rank front end * Add Rank reference implementation * Add Rank serialization support * Add Scalar serialization support Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I06e4a468c2a84e79bae2e6c5348596bbbf853b4b
2020-07-01IVGCVSW-4903 Connect axis parameter in Gather from android to ACL.Teresa Charlin
!android-nn-driver:3302 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ifbc49acb5272f8a36719bb68676e44817190537d
2020-06-17IVGCVSW-4908 Add Serializer/Deserializer Support for FILL operatorKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Icae26505d0e378ee5ffb3e92b35d78d48b369d2e
2020-05-30IVGCVSW-4888 Update Resize Front end for new parametersDavid Monahan
* Added AlignCorners and HalfPixelCenters to Resize and ResizeBilinear * Updated Serializer and Serializer tests !android-nn-driver:3280 Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ice3bb448c239b04323854641525bfe0808c03b2e
2020-05-13IVGCVSW-4777 Add QLstm serialization supportJames Conroy
* Adds serialization/deserilization for QLstm. * 3 unit tests: basic, layer norm and advanced. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I97d825e06b0d4a1257713cdd71ff06afa10d4380
2020-03-27IVGCVSW-4555 ArmnnConverter (Serializer) does not support per-axis ↵Sadik Armagan
quantization params * TensorInfo can have multiple scales and quantization dimension. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I0ff02e3766996b6a9da6dc4e92d366bc9505c77d
2020-03-10MLCE-159 Add QAsymmS8 to ArmnnQuantizerFrancis Murtagh
* Allow per layer quantization from Fp32 to Int8 (QAsymmS8) like TfLite Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I5bbf770aa29d81af3568c15b47d2b2c18e55bb28
2020-03-02IVGCVSW-4440 : Add HARD_SWISH Support to Activation in CpuRefColm Donelan
* Add a new Activiation type of HardSwish. * Add CpuRef support and tests. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I68c3840aa45b7a27d5e416a5d50fe8f99f003ce8
2020-03-02IVGCVSW-4375 Add support for TransposeMike Kelly
* Added TransposeLayer * Added CL, Neon and Ref Workloads * Added Transpose utilities * Added Serializer and Deserializer support * Added Quantizer support Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I04c755ba7cb5b1edf72b3c9f3c0314878032e3c7
2020-02-28IVGCVSW-4439: Adding Elu support to ActivationDavid Monahan
* Added CpuRef implementation * Added Unit Tests * Added Quantizer Test * Enabled Tests for Neon and CL backends on fp32 only * Added to Serializer Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ic23e1797dbc9352b40678c389d7fe2b836b582ea
2020-02-04Build graph->inputIds/outputIds with layerBindingId instead of layerIndexexperimental/QuantizerStuffTee Jung
Signed-off-by: Jung Tae-young tee.ty.jung@openedges.com Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I25ceeca70e72fad88ab039aed5a5ab6a7cc08c6c Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2020-01-23IVGCVSW-4259 Add frontend and reference workload for UnaryOperationLayerjosh minor
* Added new layer named ElementwiseUnary * Deprecated existing Abs/Rsqrt layer functions * Updated existing Abs/Rsqrt test infrastructure to use new layer * Added boilerplate for new Exp,Neg,Sqrt elemwise op layers * AbsQuantize test removed pending future commit * Serialization support added !android-nn-driver:2550 Change-Id: Ic595c645925e17b45db568187fd05646daf2e87f Signed-off-by: josh minor <josh.minor@arm.com>
2020-01-13Rename quantized data types to remove ambiguity for signed/unsigned payloadsDerek Lamberti
!android-nn-driver:2572 Change-Id: I8fe52ceb09987b3d05c539409510f535165455cc Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-10-23IVGCVSW-4010 Add serialization support for StandInLayerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I2017c15b485b82437c6ffdac4d3112bcc2cbe9e9
2019-10-21IVGCVSW-3992 Add serialization support for ComparisonLayerAron Virginas-Tar
* Added serialization support and serialization-deserialization test for Comparison * Added backward compatibility tests for Equal and Greater, to make sure they are serialized and deserialized as Comparison * Refactored serialization tests and reduced code duplication by taking advantage of operator==() recently added for Descriptors Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Id0fd94ef4b17e4e51c8005e585ea3c47f9c1bd8d
2019-10-14IVGCVSW-3974 Add serialization support for LOG_SOFTMAXSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I0777abc672dd7d5c9fadaed27b0e776ac591d2c7
2019-10-03IVGCVSW-3934 Add serialization support for INSTANCE_NORMALIZATIONAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: If9b4d30cbd625206ec1c7d37dd8b449983442147
2019-10-01Update field name of serialized format not to make problem with jsTee Jung
Signed-off-by: Jung Tae-young <naey05@gmail.com> Change-Id: I69ee32b5e201198610e7ba6ec22b0c0025a7e57c
2019-09-20IVGCVSW-3886 Add serialization support for DepthToSpaceAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Id80c1bcbf50715f07a92dad08d554518a283cc28
2019-09-19IVGCVSW-3880 Add serialization support for SLICEAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I5eaf61cfd2c875805d2f37cd967d75ad1d20ad6d
2019-09-11IVGCVSW-3724 Adding serialization support for ArgMinMaxNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I21210c843c3b8800ccc68d4f3095259d0a233bd1
2019-09-10IVGCVSW-3739 Add serialization support for AbsFinnWilliamsArm
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: I42c348515f3f93efc2e0570bbebdc77306f12468
2019-07-29IVGCVSW-3471 Add Serialization support for Quantized_LSTMJan Eilers
* Adds serialization/deserialization support * Adds related Unit test Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Iaf271aa7d848bc3a69dbbf182389f2241c0ced5f
2019-07-23IVGCVSW-3526 Add layer norm support for lstm serializationJan Eilers
* Adds layer norm support for serialization/deserialization * Adds related unit tests Change-Id: If80b668accc8b0754a93d18ab3a243284cb383d1 Signed-off-by: Jan Eilers <jan.eilers@arm.com>
2019-07-16IVGCVSW-3420 Add Serialization support for the new Stack layerMatthew Jackson
* Adds serialization/deserialization support * Adds related unit test Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I69deb5397b8a06c679715e24971e9bb1c282140d
2019-07-01IVGCVSW-3364 Add serialization support for Resize layerFinnWilliamsArm
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: I3b1af816cefc1760f63324f365de93f899c9c9ee
2019-06-24IVGCVSW-3235 Add scalar to use as padding value in Reference PadDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: If050f318fcb7626bbfae1b8737a1d232a4a5a915
2019-06-21IVGCVSW-3321 Add serialization support for TransposeConvolution2dLayerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: If0c8f3662d5e03696f97040abed784c0fbcdbc6f
2019-06-21IVGCVSW-3291 Add L2Normalization epsilon value to serializationFerran Balaguer
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Change-Id: Icfff3fb596a03c126a42b1d0c254a68e498df734
2019-06-19IVGCVSW-3269 Add Serialization support for the new Prelu Activation layerEllen Norris-Thompson
* Adds serialization/deserialization support * Adds related unit test Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: I600322b03e51f443cbcd9262bb27e36e5fd95ae5
2019-06-12IVGCVSW-3260 Add serialization support for SpaceToDepthAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ie0d9561437ff5da8fa4db81fee1e70bd18c47034
2019-05-28IVGCVSW-3119 Rename MergerLayer to ConcatLayerJim Flynn
!android-nn-driver:1210 Change-Id: I940b3b9e421c92bfd55ae996f7bc54ac077f2604 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-13MLCE-101 Add dilation parameter to serializerMatthew Bentham
Change-Id: I8142e179d38c7a2a9163cf3d30bd1f411e8e109c Signed-off-by: Matthew Bentham <matthew.bentham@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>
2019-03-27IVGCVSW-2870 Serialize quantize layerDerek Lamberti
Change-Id: I2cff85a3cb4d47aa09227a6810812a142f2aedd3 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-03-21IVGCVSW-2694: serialize/deserialize LSTMJim Flynn
* added serialize/deserialize methods for LSTM and tests Change-Id: Ic59557f03001c496008c4bef92c2e0406e1fbc6c Signed-off-by: Nina Drozd <nina.drozd@arm.com> Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-03-19IVGCVSW-2839 Add QuantisedSymm16 support to the ArmNN frontendNattapat Chaimanowong
Change-Id: I76f4e7db55b0efbb1a5f7d1a32bf451e66add0c7 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-18IVGCVSW-2686 Add Serializer and Deserializer for DetectionPostProcessNattapat Chaimanowong
Change-Id: Ife48db5fdb005ebca0a6f21862b0ce971ccf58b7 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-12IVGCVSW-2709 Serialize / de-serialize the Splitter layerJim Flynn
* fixed typo in Ref Merger Workload comment * fixed typo in ViewsDescriptor comment * made the origins descriptor accessable in the ViewsDescriptor (needed for serialization) * based the unit test on the use of the splitter in the CaffeParser Change-Id: I3e716839adb4eee5a695633377b49e7e18ec2aa9 Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-03-08IVGCVSW-2693 Serialize/de-serialize L2NormalizationNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I6a53ac576260383f32fb0d878b42d1251ffde94a
2019-03-07IVGCVSW-2697 Add Serialize/Deserialize for the Merger LayerJim Flynn
* Force generation of schema header in every build * Also fixed typo in OriginsDescriptor comment (Descriptors.hpp) * Added Serialize/Deserialize check on Addition Layer * Added Serialize/Deserialize check on Floor Layer * Added Serialize/Deserialize check on Minimum Layer * Added Serialize/Deserialize check on Maximum Layer * Added Serialize/Deserialize check on Multiplication Layer * Added Serialize/Deserialize check on Division Layer Change-Id: I1358ea4db7ca506d8bcec2ee64e1fbad6005e723 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-03-07IVGCVSW-2696 Serialize / de-serialize the Mean layerSadik Armagan
Change-Id: Iee4bab5a6d6b992cf4bba8697a2918f854c906a3 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2019-03-04IVGCVSW-2691 Add Serialize/Deseralize Gather layerexperimental/matteoSaoirse Stewart
Change-Id: I589d37c9f65801b701858d6e68e2e3151fac6e16 Signed-off-by: Saoirse Stewart <saoirse.stewart@arm.com>
2019-03-04IVGCVSW-2710 Add Serializer and Deserializer for StridedSliceNattapat Chaimanowong
Change-Id: I6e8198a2aa5f8c56f00ccf9b4d98fcd208755654 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
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