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path: root/src/backends/reference/test/RefLayerTests.cpp
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2019-05-16IVGCVSW-2972 Support QSymm16 for MergerJim Flynn
Change-Id: If2289b2d1fc20f4524fcf4620f01ea3a36d727d2 Signed-off-by: Jim Flynn <jim.flynn@arm.com>
2019-05-13MLCE-101 Add dilation support to reference backendMatthew Bentham
Change-Id: I6d1ea80c9fabd8c50ee030272c51cb66e85e431d Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
2019-05-13IVGCVSW-3013 Add unit tests for QSymm16 LSTMConor Kennedy
* Add unit tests for QSymm16 LSTM * Update supportedTypes in WorkloadData & RefLayerSupport with DataType::QuantisedSymm16 Change-Id: I1a2627b11b707d68d7d7002f63b985f9571ee177 Signed-off-by: Conor Kennedy <conor.kennedy@arm.com>
2019-04-29IVGCVSW-2983 activation layers support for QSymm16Teresa Charlin
!armnn:1023 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ie4e5c4e7cb9edec690235393fff0721fca5da6cc
2019-04-09IVGCVSW-2862 Extend the Elementwise Workload to support QSymm16 Data TypeSadik Armagan
IVGCVSW-2863 Unit test per Elementwise operator with QSymm16 Data Type * Added QSymm16 support for Elementwise Operators * Added QSymm16 unit tests for Elementwise Operators Change-Id: I4e4e2938f9ed2cbbb1f05fb0f7dc476768550277 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2019-04-02IVGCVSW-2875 Enable QuantisedSymm16 support for ref Dequantize workloadNattapat Chaimanowong
Change-Id: I4b1c1f963214433ad67d5a311fbea5f21177f6a2 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-04-02IVGCVSW-2872 Unit tests for Quantize layer and reference workloadNattapat Chaimanowong
Change-Id: I291c08cb6e359453978b398255cf8ff051ed2686 Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-29IVGCVSW-2875 Reference implementation and unit tests for DequantizeNattapat Chaimanowong
Change-Id: Ie4ade0519cb0bbe35dc36be6c9cd749b9171c74b Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-03-15IVGCVSW-2354 Caffe SqueezeNet through armnn Cl and NeonNarumol Prangnawarat
* Compute Softmax Acl axis for Cl and Neon * Add unittests for Softmax in 3D and 4D * Correct input and output layer names in CaffeSqueezeNet inference test Change-Id: I2d369d9a2db19c40f2af3341039dd33f0c5637b1 Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
2019-02-28IVGCVSW-2763 Fix bug in BatchToSpaceNdLayer::InferOutputShapesNattapat Chaimanowong
*Also added test case for non-zero crop and moved BatchToSpaceNd test functions together Change-Id: I142ba356165618b2811a4ab650ca6ced35220d9c Signed-off-by: Nattapat Chaimanowong <nattapat.chaimanowong@arm.com>
2019-02-27IVGCVSW-2632 Fix RefMerger from QAsymm8 types with different quantization ↵Ferran Balaguer
parameters Change-Id: Ie67ce4966c5e5fef618876b027292da429de1485 Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com>
2019-02-08IVGCVSW-2557 Add layer tests for Ref Detection PostProcessNarumol Prangnawarat
Change-Id: Ia2e512c0ed035bc6ee46cd67df5e619da9770900 Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
2019-01-22IVGCVSW-2510 Ref workload implementation for Gather operatornarpra01
* add implemenentation for GatherQueueDescriptor validate function * add FirstInputTypedWorkload to allow type check on the first input tensor only * add ref workload implemenentation for float and uint8 * add Gather layer support in Ref * unit tests Change-Id: I4578a3211f11d24aa29d15bcf7f45b0445bcd1ee
2019-01-07IVGCVSW-2371 Add Rsqrt Ref implementationMohamed Nour Abouelseoud
*Added Unit Tests Change-Id: I6cceb8e6dcda35ce08415f8e5ca86019a64d26e3
2019-01-02IVGCVSW-2308 Add Conv2d tests where stride > 1Mike Kelly
Change-Id: Iae6a3bfad06cb669ef0abea465d03163bb8316f5
2018-12-19IVGCVSW-2379 Add Greater Ref workload implementationFrancisMurtagh
* Added the Greater operation as an element-wise workload * Added the unit tests Change-Id: Ie00ee30e47a5f5e17a728032eeb11a085d06c8f2
2018-12-18IVGCVSW-2365 Add Reference Equal Workload ImplementationFrancisMurtagh
* Add reference equal workload * Add Reference Workload Unit Test Change-Id: If2848e7dde4248566b99d91726d08143c40ff80d
2018-12-07IVGCVSW-2316 Add reference implementation and unit tests for DebugNattapat Chaimanowong
Change-Id: Ib2e5de2a057da57ef77a9f5c4367d699d4773294
2018-12-04IVGCVSW-2247 Adding a min Elementwise Workload and testsÉanna Ó Catháin
Change-Id: I017ca6c23b62a8978982de0ca4ad204cb8cf7c67
2018-12-03IVGCVSW-2255 Add unit test for maximum reference workloadÉanna Ó Catháin
* Enable Maximum workload Change-Id: I5f7786ff66f135f0c74935dbf5861e5a4239bcc8
2018-11-28IVGCVSW-1199: BATCH_TO_SPACE_ND integrate Arm Compute CLMike Kelly
Change-Id: Ic772acf481caed6e8a6b99f68a63dfc2a34c24dc
2018-11-26IVGCVSW-2087 Reference implementation and unit tests for StridedSliceNattapat Chaimanowong
Change-Id: Ifeacc0adb4547c72537b9ea7a61bf3c4ec3673fa
2018-11-19IVGCVSW-2105 - Unit tests for mergernarpra01
* Add LayerTests * Add WorkloadTests !android-nn-driver:166 Change-Id: I903461002879f60fc9f8ae929f18784e2d9b1fc1
2018-11-16IVGCVSW-2092 Port LSTMCell::Eval to ArmNNMatteo Martincigh
* Ported Google's LSTM implementation to RefLstmFloat32Workload * Fixed the code throughout because of an error in the docs around the scratch buffer size * Updated IsLstmSupported * Added the unit tests !android-nn-driver:127 Change-Id: I5577b7e39ca52df1a7f102a9b437df6aa99520b6
2018-11-14IVGCVSW-2054: Fixing issue with InferOutputShape implementation in ↵Éanna Ó Catháin
BatchToSpaceNdLayer. * added Unit test Change-Id: I80f55e8c7afb39d96006c8dd027fc9683ea8182e
2018-11-14IVGCVSW-2017: Refactored L2Normalisation Testsjimfly01
* L2Normalisation Tests now take the layout as an argument. Change-Id: Ib393889eedb3a81c9a500da91593e90a18549c33
2018-11-13IVGCVSW-2066: Add IMemoryManager and integrate into the backends frameworkAron Virginas-Tar
Change-Id: I93223c8678165cbc3d39f461c36bb8610dc81c05
2018-11-12IVGCVSW-2054: BATCH_TO_SPACE_ND Reference implementation and Unit tests.Éanna Ó Catháin
Change-Id: I13c6728dbb60643d0e086d171225c5d802987f92
2018-11-09IVGCVSW-2095 Add reference implementation and unit tests for SpaceToBatchNdNattapat Chaimanowong
Change-Id: I27ffebdece6e68460931a44c15b9b029f9fce638
2018-11-02IVGCVSW-1946: Remove armnn/src from the include pathsAron Virginas-Tar
Change-Id: I663a0a0fccb43ee960ec070121a59df9db0bb04e
2018-11-01IVGCVSW-2103: Add 2-Channel unit tests ResizeBilinearJames Conroy
* Modifies ResizeBilinear unit tests to use 2-Channel tensor shapes for input and output data, to improve test coverage when exercising NHWC data layout. * Refactors unit tests to permute input and output data when exercising NHWC data layout. Change-Id: Ib7fb438cac23e78ff0104c895c3b7596bf7c3aa7
2018-11-01IVGCVSW-2074: Updated the DepthwiseConvolution2dDepthMul1 for NHWCjimfly01
Change-Id: Ibaa0b909680a6f2a155e4ca6fa24e1144d6e6e73
2018-10-31IVGCVSW-2102: Fix Pooling2D CpuRef indexing bugJames Conroy
* Fixes bug when calcuating indexes for NHWC in Pooling2D CpuRef implementation, it now uses TensorBufferArrayView. * Adds 2-Channel unit tests for Pooling2d on CpuRef, Cl and Neon. The single channel tests were not properly exercising Pooling2d using NHWC data layout. * Refactors Pooling2D NHWC tests so that the input and output data are permuted to NHWC when necessary, instead of hard coding the data in NHWC format. Change-Id: I5b9d41ed425ff283ea8c8ef6b1266ae0bc80f43b
2018-10-30IVGCVSW-2074: Updated the DepthwiseConvolution2dTest for NHWCjimfly01
Change-Id: If2befd3bd75da70c57f924cbe18fa0a47bf7a27f
2018-10-29IVGCVSW-2074: Updated DepthwiseConvolution2dAsymmetricTest for NHWCjimfly01
Change-Id: I1bc8d2f270d4abfaa62e4843b8d96bcf462c6b09
2018-10-26IVGCVSW-2069 - Implement NHWC Convolution2D for CpuRefnarpra01
* Calculate index for NHWC to compute Convolution * add more unit test for NHWC Change-Id: I800d649b9b42be2758c445e3b3e76142888c1377
2018-10-26IVGCVSW-2074: SimpleConvolution2dTestImpl updated for NHWCjimfly01
* Added a defaulted DataLayoutIndexed argument to the SimpleConvolution2dTestImpl * Permute test data tensors just before use if necessary * Add DataLayout to descriptor * Added a DataLayoutIndexed argument to SimpleConvolution2d3x5TestCommon * Added NHWC versions of the SimpleConvolution2d3x5Test for Neon and CL Change-Id: I10e3ece42a50108baeabe4d8b0f0ac3e6d532261
2018-10-25IVGCVSW-2049 + IVGCVSW-2051 Create the CL Mean Float workload and addMatteo Martincigh
the unit tests * Created the ClFloatWorkload class * Added ClMeanValidate validation function * Added helper function to convert the reduction axes from the ArmNN format to ACL's * Added workload tests * Added some unit tests * These changes need the CL pin to be pointing at least to revision 88d871028eeae57f9e4536d0329110eccb5e2890 (COMPMID-1574 Implement ReduceMean in OpenCL) !android-nn-driver:155033 Change-Id: I694fd36be0458c90e158172afde045fcc88c32ae
2018-10-22IVGCVSW-2024: Support NHWC for Pooling2D CpuRefJames Conroy
* Adds implementation to plumb DataLayout parameter for Pooling2D on CpuRef. * Adds unit tests to execute Pooling2D on CpuRef using NHWC data layout. * Refactors original tests to use DataLayoutIndexed and removes duplicate code. Change-Id: Ife7e0861a886cf58a2042e5be20e5b27af4528c9
2018-10-22IVGCVSW-2013 Add a UInt8 Reference Implementation for the PAD OperatorMohamed Nour Abouelseoud
Change-Id: I41f3606198db1fda8d72aaf5169594ba9156eb38
2018-10-22IVGCVSW-1865 - Support NHWC for Convolution2D (CpuRef)Nikhil Raj
* Updated the ConvImpl.hpp to use DataLayoutIndex * Enabled unit test for CpuRef * Update CreateWorkload Tests for ref with NHWC Change-Id: Id309b7ef677489d63dcb5e09bd48ab9624b5ebfb
2018-10-22IVGCVSW-2032 + IVGCVSW-2033 Add NHWC implementation to the referenceMatteo Martincigh
Normalization workload * Enabled NHWC support in RefNormalizationFloat32Workload for Across normalization * Added unit test for the reference implementation Change-Id: I0e1f319e76491d43b83b121c273fadb5b259d1a0
2018-10-22IVGCVSW-2038 + IVGCVSW-2039 + IVGCVSW-2040 Add NHWC support to the Float32 ↵Matteo Martincigh
and UInt8 BatchNormalization workloads * Enabled NHWC support in RefBatchNormalizationFloat32Workload * Added NHWC unit tests for both FP32 and U8 * Refactored the existing unit tests Change-Id: I6aa18f1dcc0666b80a17a7ed229cf53607bae147
2018-10-22IVGCVSW-2018 Support NHWC in the current ref implementationMatteo Martincigh
* Enabled the now supported ref layer tests * Re-enabled the failing test now that the bug has been fixed in ACL 1903a9976ae24f40cb2203364211ed62fcfbb985 * Added CreateWorkload test for ref L2Normalization NHWC * Refactoring the ref L2Normalization for clarity !armnn:153723 Change-Id: Id0067e49072b3e057ffe3ae3b70d928be6091c0f
2018-10-22IVGCVSW-1885 add RefPadWorkload implementation and associated unit testsMohamed Nour Abouelseoud
* Added RefPadWorkload implementation * Added unit tests and applied them to CL and Ref backends * Fixed a bug in ClPadWorkload Change-Id: I8cb76bc9d60ae8a39b08d40f05d628e3b72f6410
2018-10-22MLCE-51 MaxPool + Add Unit testÉanna Ó Catháin
Change-Id: Id1619ce72a862841439b68e51113febfb0e38fcc
2018-10-22IVGCVSW-1978: Support NHWC for ResizeBilinear CpuRefJames Conroy
* Adds implementation to plumb DataLayout parameter for ResizeBilinear on CpuRef. * Adds unit tests to execute ResizeBilinear on CpuRef using the NHWC data layout. * Adds DataLayoutIndexed API, allowing easy access to the Channels, Height and Width of a tensor based on its data layout. This reduces code duplication. * Refactors original ResizeBilinear implementation and tests to use the DataLayoutIndexed API when required. Change-Id: Ic2b8916cdd2e370d070175547079d774daf6d7bf
2018-10-22IVGCVSW-1988: Refactor backend-specific unit testsarovir01
Change-Id: I8eca81d2e0780390eaa837c186ffe1c7d41fdebe