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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>
2019-06-17IVGCVSW-3286 Add epsilon Reference workload supportFerran Balaguer
Change-Id: I5cabbf9d1ef3858be68d6820d14845e512128c5b Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
2019-06-17IVGCVSW-2779 Fix Android Q buildMatteo Martincigh
* Removed names of unused variables, as they cause the Android Q build to fail Change-Id: I4b091d6af05a67ce0aa4fcde3c5048a4a75798fc 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
2019-05-28IVGCVSW-3119 Rename MergerLayer to ConcatLayerJim Flynn
!android-nn-driver:1210 Change-Id: I940b3b9e421c92bfd55ae996f7bc54ac077f2604 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-23IVGCVSW-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
2019-05-22IVGCVSW-3081 Quantizer min>=max error & missing layersLes Bell
* relaxed the check to min > max in the quantization schemes * added missing layer support for resnet_v2_50 model * Pad, Rsqrt, Multipilcation, Subtraction, Mean * sorted methods alphabetically in Quantizerlayer & LayerVisitorBase Change-Id: I003401ff7ac89b60580c959ea8fd9d6fef66b88e Signed-off-by: Les Bell <les.bell@arm.com>
2019-05-20IVGCVSW-3125 Deprecate CreateMergerDescriptorForConcatenation functionJim Flynn
!android-nn-driver:1183 Change-Id: Ia69995b7f09cb86b64611e8efd315413e3064ca1 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-16IVGCVSW-3087 Changing version to 19.05Telmo Soares
Change-Id: I35c8ae7171c23d379799ccfd524b7d6b8ff6d0c1 Signed-off-by: Telmo Soares <telmo.soares@arm.com>
2019-05-14Use the new deprecation APIMatteo Martincigh
* Used the new ARMNN_DEPRECATED_MSG macro instead of @deprecated * Refactored the code to no longer use the deprecated methods where applicable !android-nn-driver:1126 Change-Id: Ib0578d3d6fc5a763f5fb922f67ba91fafc7796f6 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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>
2019-05-14MLCE-101 Add dilation support for DepthWiseConv workloadBruno Goncalves
Adds unit tests for dilated depthwise conv Change-Id: Iad0a1b33d07fb0ef8f9f6edf0fd0f83a5800a36d Signed-off-by: Bruno Goncalves <bruno.slackware@gmail.com> Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
2019-05-13MLCE-101: Adding dilation support in conv and dconvPablo Tello
Added support for dilation in DepthwiseConvolution2d in the Neon and CL backends. Change-Id: Ie1522b498c07f80d6efcf9dc79e926c8cfa06ca5 Signed-off-by: Pablo Tello <pablo.tello@arm.com>
2019-05-10IVGCVSW-2990 Add deprecation helpersDerek Lamberti
Change-Id: Ie13aa6aee9e4da14a0ca8779c95dfd647b656f95 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-05-10IVGCVSW-3061 Modify NetworkQuantizer to support option to preserve ↵Nattapat Chaimanowong
input/output types * Also add unit tests for new preserve type option Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com> Change-Id: I860759072f2e3546698118d1bcd5e79eb4e805ec
2019-05-08IVGCVSW-2833 Add Dynamic QuantizationJim Flynn
Change-Id: Iba91e3f3625639f01d66f81a9f3e419e0e285d66 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-03IVGCVSW-3014 Add GetSupportedBackends to IDeviceSpecNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I8d6474389376f715074bfa7a75613dbda35bcc6a
2019-05-03IVGCVSW-2834 Add dynamic quantization via datasetsNina Drozd
* Add QuantizationDataSet class for quantization data parsed from CSV file * Add QuantizationInput for retrieving quantization data for each layer ID * Add unit tests for command line processor and QuantizationDataSet Change-Id: Iaf0a747b5f25a59a766ac04f7158e8cb7909d179 Signed-off-by: Nina Drozd <nina.drozd@arm.com>
2019-05-02IVGCVSW-3039 Unify BindingPointInfo declarationsJim Flynn
Change-Id: I3deb2b9a37e8a8f8f2ed93c64ed0656ae911e24c Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-04-30IVGCVSW-2773 Integrate new CL tuner into ArmNNRuomei Yan
!android-nn-driver:1038 Change-Id: Ia94743a64109b5eddcd44b03cf6ba5b3a4de4e53 Signed-off-by: Ruomei Yan <ruomei.yan@arm.com>
2019-04-29IVGCVSW-2657: Fix to force correct quantisation parameters for QASYMM8 SoftmaxDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I0989ea843714ba1d5da756bb87ddefa3706b07eb
2019-04-16IVGCVSW-2957 MergerLayer subtensor optimization now backend agnosticDerek Lamberti
+ Update clframework pin + Cl and Neon Merger workloads updated to use MemoryLayout agnostic API + Workloads only use sub-tensor optimization if ALL input tensors are sub-tensors + Refactor LayerSupportCommon code to be a bit more succinct Change-Id: Ib61ad4ccbd767e924dff07e61022e0cda4069828 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-04-10IVGCVSW-2947 Remove boost dependency from include/TypesUtils.hppAron Virginas-Tar
!android-nn-driver:968 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I03ccb4842b060a9893567542bfcadc180bbc7311
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>
2019-03-29IVGCVSW-2866 Implement RegisterDebugCallback for RefDebugWorkloadNattapat Chaimanowong
Change-Id: I9144fb6b7d05561b5b8fd9db5dbe31c9257f10ca 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>
2019-03-28IVGCVSW-2880 Refactor order of methodsDerek Lamberti
Change-Id: I1c08ea47c19477e739d7b0f35e6f97928d53d469 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-03-27IVGCVSW-2870 Support QuantizeLayer on frontendDerek Lamberti
Change-Id: I2014a8d801f1f222d27a80dddf4f188ddcb3a5c9 Signed-off-by: Derek Lamberti <derek.lamberti@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>
2019-03-26IVGCVSW-2832 Update CL pin to 2761c2f0b60175469e959982a25ff0abdca6c9ceJim Flynn
* Removes data format check from NE and CL CopyLayerKernel to fix customer issue with Resnet v1 and v2 50 models failing to run * COMPMID-2075 Fix Segfault in NELSTM (2761c2f0b60175469e959982a25ff0abdca6c9ce) * Added include <functional> to include/armnn/Types.hpp to fix compile failure on CI !android-nn-driver:891 Change-Id: Icbe58b7e6d3276b0e983bdd1c004906b3d0a7a6e Signed-off-by: Jim Flynn <jim.flynn@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>
2019-03-25IVGCVSW-2865 add missing include of functionalMatthew Bentham
Change-Id: Ib110f8fe8b8980ad948d2ca22061e9d020cb33d7 Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
2019-03-22IVGCVSW-2865 Extend IRuntime to add a new method RegisterDebugCallback(...)Nattapat Chaimanowong
* Made changes to LoadedNetwork and IWorkload to pass on the registered callback function Change-Id: I6ea10f2a299d6de8bf681c8ff36d3fbed1d6d887 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-20IVGCVSW-2858 Add support for QSymm16 quantizationNattapat Chaimanowong
Change-Id: Ia7c305c30c39ec0e9db447a461479be17fde250c Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-20IVGCVSW-2814 Extensive ref IsSupported for Activation & AdditionDerek Lamberti
Change-Id: Ib1a795eb129de1ec3f02807a2dff7613d7c6c28d Signed-off-by: Derek Lamberti <derek.lamberti@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>
2019-03-12IVGCVSW-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>
2019-03-07IVGCVSW-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>
2019-02-27IVGCVSW-2752 Make biases optional in INetworkAron Virginas-Tar
* Added new version of AddConvolution2dLayer, AddDepthwiseConvolution2dLayer and AddFullyConnectedLayer with Optional<ConstTensor> biases * Deprecated old AddConvolution2dLayer, AddDepthwiseConvolution2dLayer and AddFullyConnectedLayer methods * Made necessary changes to implementation functions Change-Id: I65eddb28dc72a9c74429c331815a96c2bfdc8c51 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
2019-02-27IVGCVSW-2759 Add MakeOptional to enable in-place optional object constructionAron Virginas-Tar
* Added new argument-forwarding in-place constructor to Optional * Added MakeOptional utility template to allow for efficient construction of optional objects Change-Id: Iec9067fc5c3e109a26c4cc2fe8468260637b66c5 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
2019-02-26IVGCVSW-2560 Verify Inference test for TensorFlow Lite MobileNet SSDNarumol Prangnawarat
* Assign output shape of MobileNet SSD to ArmNN network * Add m_OverridenOutputShapes to TfLiteParser to set shape in GetNetworkOutputBindingInfo * Use input quantization instead of output quantization params * Correct data and datatype in Inference test Change-Id: I01ac2e07ed08e8928ba0df33a4847399e1dd8394 Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
2019-02-25IVGCVSW-2721 Quantize and Dequantize aren't quite rightFrancis Murtagh
* Add check for infinity and negative infinity in quantize() * Add assert for NaN value in quantize and dequantize() * Add unit tests for infinity and negative infinity Change-Id: Ie60e1e15b289ccbf99df4a3281f067b82cc9f9bf Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-02-22IVGCVSW-2749 Throw exception in TensorShape when requested index >= number ↵Aron Virginas-Tar
of dimensions Change-Id: I3589b1e901b0f81f6bb17848046a22829f91bb9e Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com>
2019-02-22IVGSVSW-2736 Fix dangling reference to temporary storageDerek Lamberti
Change-Id: Ie6c553798eac732f37148d81970366e5a4ede1be Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-02-21IVGCVSW-2429 Add Detection PostProcess Parser to TensorFlow Lite Parserkeidav01
* Added parser function in TFLiteParser * Removed custom options gating * Added unit test * Removed template usage in VerifyTensorInfo for DeserializeParser Change-Id: If198654ed70060855a05f8aaed010293405bd103 Signed-off-by: keidav01 <keith.davis@arm.com>
2019-02-20IVGSVSW-2736 Rename DeserializeParser => Deserializer & fix namespacesDerek Lamberti
Change-Id: I4166c0bbb5ba7f8b8884e71134c21f43d1fc27b0 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-02-20IVGCVSW-2583 Update verison number for 19.02Saoirse Stewart
Change-Id: I9c28b8986d10b092ddc8e9b609006b27858bf6be Signed-off-by: Saoirse Stewart <saoirse.stewart@arm.com>
2019-02-19IVGCVSW-2736 Deserialize using istream instead of filenameDerek Lamberti
Change-Id: I5656b23d9783e7f953e677001d16e41eedeb42b2 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>