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path: root/src/backends/reference/test/RefLayerTests.cpp
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2019-09-16IVGCVSW-3660 Add SQRT unit tests for Neon and CL backendsSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iaaff33f578c4d88f6c03c8de4af71d5347178eaa
2019-09-12IVGCVSW-3857 Add Reference FP16 workload support to remaining layersMatthew Jackson
* Adds Reference FP16 support and unit tests for layers not already supported !referencetests:202156 Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I6fc9b9ce2809e163f72e27e877025c8fb85d9fbe
2019-09-10IVGCVSW-3824 Implement Float 16 Encoder and DecoderMatthew Jackson
* Implement Float 16 Encoder and Decoder * Add Stack Float 16 layer and create workload tests Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: Ice4678226f4d22c06ebcc6db3052d42ce0c1bd67
2019-09-06IVGCVSW-3740 Add Reference Workload support for ABSSadik Armagan
* Implemented RefAbsWorkload and unit tests Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ibfcdb2b37fd8d240c181f96856e2c997a4b88914
2019-08-30IVGCVSW-3381 Break up LayerTests.hpp into more manageable filesAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Icf39434f09fd340ad664cb3b97b8bee6d9da4838
2019-08-26IVGCVSW-3575 Fix DepthwiseConvolution VTS Test FailuresKevin May
Failing VTS tests were "NeuralnetworksHidlTest.depthwise_conv2d_*" In depthwise convolution there was a difference in weight tensor channel order between the reference and ACL implementations. This specifically related to NCHW. This commit: * Adds ReorderWeightChannelsForAcl to WorkloadUtils which will correct the weight tensor channel order. * Add unit tests to detect this problem. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Icaeac08e14b3d5da9e222ad2f118db55ebb15d09
2019-08-16IVGCVSW-3639 Add 5d tensor supportMatthew Jackson
* 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
2019-08-13IVGCVSW-3616 Add multi-channel unit test for TransposeConvolution2dAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ib9271920b39fb9d730006c79a322e32008096b56
2019-07-26IVGCVSW-3537 Add support for L2 Normalization with < 4 dimensional tensorsMatthew Jackson
* Fix reference L2 Normalization workload to support < 4 dimensional tensors * Add unit test for L2 Normalization with 2d tensor to Reference, Neon and CL test suites * Fix typo in StackLayer Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I48a6a1289bcb02955b24f261bc70b467bd1abc23
2019-07-23IVGCVSW-3536 Add Axis parameter to reference Softmax implementationFrancis Murtagh
* Add Axis parameter to Softmax Descriptor * Add new reference implementation for Softmax using Axis parameter * Add unit tests to cover each Axis Change-Id: Iafac2275d2212337456f2b1b56b0f76f77fb9543 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-07-22IVGCVSW-3368 Add reference support for depthwise multiplier > 3Matthew Jackson
* Remove multiplier check in TfLite parser * Add reference unit test for depthwise multipler of 64, as in DeepSpeaker Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I787339ab4c4d269333985353d191202d070906ba
2019-07-17IVGCVSW-3419 Add reference workload support for the new Stack layerMatthew Jackson
* Added reference workload for the Stack layer * Added factory methods * Added validation support * Added unit tests Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: Ib14b72c15f53a2a2ca152afc357ce2aa405ccc88
2019-07-15IVGCVSW-3495 Refactor names of convolution2d unit testsJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Idb1325cba730dbf62b4742e4078220ef97d4b526
2019-07-12IVGCVSW-3296 Add CL backend support for ResizeNearestNeighbourAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I7f4c722141837939fd8904c52e75704a15c8a5e3
2019-07-10IVGCVSW-3468 Add Unit test for Conv2D that combinesTeresa Charlin
strides, dilation and padding Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Iea99a162e1f0c823cd0f8bc0ae2fb5f461778515
2019-07-09IVGCVSW-3399 Add support of QuantisedSymm16 to PadNarumol Prangnawarat
* Add support of QuantisedSymm16 to Pad * Fix custom padding tests * Add unit tests for Pad QuantisedSymm16 Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ieb9a4492760b13fa030a42eb4d38fd9ffd7a8c76
2019-07-08IVGCVSW-3399 Add support of QuantisedSymm16 to Permute and unit testsNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Id6ab073ae3e0ff5f60c2f4bef975798ce71c9f88
2019-07-08IVGCVSW-3399 Add support of QuantisedSymm16 to Debug and unit tests,Narumol Prangnawarat
refactor to be done Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I6dbf6a2aa328b8c843632e1231931b4e1c6888bb
2019-07-05IVGCVSW-3353 Add CL support and tests for SpaceToDepthJames Conroy
* Added CL backend support for SpaceToDepth. * Enabled unit tests for SpaceToDepth on CL. * Renamed unit tests to make them type-agnostic. * Added QSymm16/S16 support to ClTensorHandle. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I417d82946142ed619c447428bf0b0c4a2116c004
2019-07-02IVGCVSW-3236 Extend Ref LSTM with layer normalization supportJan Eilers
* Add descriptor values * Update lstm queue descriptor validate function * Update lstm workload * Update isLstmSupported (Cl and Ref), LayerSupportBase, ILayerSupport * Update lstm layer * Add unit tests Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I932175d550facfb342325051eaa7bd2084ebdc18 Signed-off-by: Jan Eilers <jan.eilers@arm.com>
2019-07-01IVGCVSW-3365 Add reference workload support for ResizeLayerTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id551690065dca0686ce597d1f0c14fd73163481e
2019-06-27Remove unnecessary include from RefLayerTests.cppAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I0078d91f86f8632ab87c6c4484ca1ba52a142812
2019-06-27IVGCVSW-3320 Add reference workload support for TransposeConvolution2dLayerAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Icc64f8148c9d8a0d14d772e6e4e7865e70585cd9
2019-06-26IVGCVSW-3249 Extend the BatchToSpace workload to support QSymm16Francis Murtagh
* Add reference supportedness validation checks. * Call unit tests with QSymm16 data type. Change-Id: Ie6621ca7072dfc69278198c53e09b090275a7fff Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-06-25IVGCVSW-3250 Extend the Gather workload for QSymm16 supportEllen Norris-Thompson
* Add LayerTests and EndToEndTests for QSymm16 * Updated GatherQueueDescriptor::Validate function * Reimplemented RefLayerSupport::IsGatherSupported Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: I5b4df55d31b5ee3c5563d2df17b412a387c27595
2019-06-25IVGCVSW-3334 Refactor BatchToSpace tests to be genericFrancis Murtagh
* Generify and reformat test BatchToSpace tests * Add missing RefCreateWorkload test Change-Id: I08af018c07ee41df5b9d1e578d99bc03f38090ac Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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
2019-06-19IVGCVSW-3271 Add unit test for dilated DepthwiseConvolution2dTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I0e7132f61001f7b2a9fad3d7b21acf2558c01df4
2019-06-19IVGCVSW-3231 Add reference workload support for SpaceToDepthKeith Davis
* Added reference workload for SpaceToDepth * Added unit tests for float32 & uint8 * Minor sort refactoring to RefWorkloads.hpp to alphabetical order Change-Id: I2e01f8101650e2aae102a8a32bc0064f067141ab Signed-off-by: Keith Davis <keith.davis@arm.com>
2019-06-19IVGCVSW-3268 Add Reference workload support for the new Prelu Activation layerMatteo Martincigh
* Added reference workload for the PReLU Activation layer * Added factory methods * Added validation support * Added Int16 support * Added unit tests Change-Id: Ic950d908c5e0a335dccd2960a3ffab0f8b599876 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-18IVGCVSW-3234 Add unit test for Concat with different quantization paramsNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ia655b1b6c5f57d2b7c0d9dd17be342cd01f36c09
2019-06-18IVGCVSW-3264 Add Unit Test for Dilated Convolution2d to armnnTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I60da1414ab41ea196cdebc27f0f014a502274fa8
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-3219: Add QSymm16 support to the ResizeBilinear Reference workloadEllen Norris-Thompson
* Adds CreateWorkload and LayerTests for QSymm16 * Updated ResizeBilinearQueueDescriptor::Validate function * Reimplemented RefLayerSupport::IsResizeBilinearSupported Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: Id9d14d3b41d26ac3d51227ab248ce8cca9dc9969
2019-06-17IVGCVSW-3222 Extend Mean ref workload to support QSymm16James Conroy
* Added support for QSymm16 in Mean ref workload * Added unit tests for QSymm16 Mean Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I600b15069ff4a4531666c6bc7fb73187dcebf0ee
2019-06-17IVGCVSW-3221 Refactor Mean ref workload and testsJames Conroy
* Renamed RefMeanFloat32Workload and RefMeanUint8Workload to RefMeanWorkload, updated references to reflect this change. * Refactored RefFloorWorkload to use Decoders/Encoders, to support the use of multiple data types. * Deleted reference Unit8 Mean tests as they were duplicates of the Float32 tests. Refactored these tests to support multiple data types and updated references. * Adjusted the values used in the tests' input tensors so that they are more like floating point numbers e.g. change 1.0f to 1.5f. * Replace size_t with unsigned int in Mean ref workload, for better compatibility with the Encoder/Decoder, removed some unnecessary casts after this. * Added ValidateTensorDataTypesMatch() function to WorkloadData.cpp, added CreateIncorrectDimensionsErrorMsg function to RefLayerSupport.cpp. * Added passing and failing tests for ref IsMeanSupported. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Id3d44463d1385255c727a497d4026d21a49e7eb2
2019-06-14IVGCVSW-3225 Add QSymm16 support for Rsqrt workloadnikraj01
Change-Id: I83b8494af24ff271dc4cd609944a1c5c55c405e0 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-06-14IVGCVSW-3275 Add Uint8 support for L2NormalizationFerran Balaguer
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Change-Id: I7f2bcf0596a4f654166aad9657bc7084f55e7451
2019-06-14IVGCVSW-3229 Refactor L2Normalization workload to support multiple data typesFerran Balaguer
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Change-Id: I848056aad4b172d432664633eea000843d85a85d
2019-06-14IVGCVSW-3224 Add Uint8 support for Rsqrtnikraj01
Change-Id: I45598fc9b6d408b19d8d050e64c12b1d48535fa3 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-06-12IVGCVSW-3217 Refactor the Layer tests for ResizeBilinear to make them genericEllen Norris-Thompson
* Refactored the ResizeBilinear tests so can be used for both Float32 and Uint8. * Moved to .hpp file and renamed tests accordingly. Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: Icf79b0616db0c307cfcf94747fe0a6d4343588bd
2019-06-12IVGCVSW-3010: Unit Test for Activation Workload for Float32 and Uint8konsof01
Unit tests for following Activations have been added *Relu *SoftRelu *LeakyRelu *Abs *Sqrt *Square *Tanh Signed-off-by: Konstantin Sofeikov <konstantin.sofeikov@arm.com> Change-Id: I2812a24842400c8b2c2d87933fbe1eca8c66e911
2019-06-06IVGCVSW-3143 Extend the Pooling 2d workload to support QSymm16Teresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I4026a77377002f4f9c15a923e8fcb7075d700f6e
2019-06-05IVGCVSW-2971 Support QSymm16 for DetectionPostProcess workloadsAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I8af45afe851a9ccbf8bce54727147fcd52ac9a1f
2019-06-05IVGCVSW-3216 Make Rsqrt f32 layers test genericnikraj01
Change-Id: Ibb8b71058039d0fb7345c2e6cba6382023541269 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-06-04IVGCVSW-3213 Extend the Reference BatchNormalization workload toMatteo Martincigh
support the new QSymm16 type * Added QSymm16 to the range of supported types for batch normalization ref workloads * Added unit tests for QSymm16 Change-Id: I5b2fcfbd9cb5af149ebfe24e2d95f3affa2e3690 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-04IVGCVSW-3179 Extend floor workload to support QSymm16James Conroy
* Added support for QSymm16 in Floor workload * Added unit test for QSymm16 Floor Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I6d36a07b3cfff212056125232f7842ca04bf4947
2019-05-31IVGCVSW-3177 Refactor Floor reference workloadJames Conroy
* Renamed RefFloorFloat32Workload to RefFloorWorkload and updated references to reflect this change. * RefFloorWorkload now uses Decoders/Encoders and supports the use of multiple data types. * Deleted FloorTestImpl.hpp and moved its contents into LayerTests.hpp. Change-Id: Ie079d05f2f6a578172f0fe3024f9607c030bce64 Signed-off-by: James Conroy <james.conroy@arm.com>
2019-05-31IVGCVSW-3195 Extend reference SpaceToBatch workload to support QSymm16nikraj01
Change-Id: I253eee2bbe1f48b94b03936af8f18603c1d58986 Signed-off-by: nikraj01 <nikhil.raj@arm.com>
2019-05-31IVGCVSW-3171 Extend the Strided Slice Ref workload to support the QSymm16Matteo Martincigh
* Added support for QSymm16 in the Strided Slice workload * Added unit tests Change-Id: I84485bc2fd5ad2b4edb49c644b644878e0e5aded Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
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