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path: root/src/backends/reference/RefLayerSupport.cpp
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2020-02-07IVGCVSW-4386 Add ArmNN reference support for QAsymmS8Ryan OShea
* Added Quantization Scheme for QAsymmS8 * Added Unit Tests for QAsymmS8 * Renamed QAsymm8 calls to QAsymmU8 Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Change-Id: I897b4e018ba1d808cc3f8c113f2be2dbad49c8db
2020-02-04IVGCVSW-4390 Refactor QUANTIZE to make use of Decoder/Encoder typesKeith Davis
* Fix bug where QSymmS8 is duplicated and F16 is missing Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I312815868e74a9dff913bac052f1a86585644098
2020-01-31IVGCVSW-4390 Refactor QUANTIZE to make use of Decoder/Encoder typesKeith Davis
* Add no-ops for CL/NEON Uint8 * Refactor Quantize workload to Decoder/Encoder types Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I80b09de528299b925e2ac38acd9a5019b8d3e4ac
2020-01-28IVGCVSW-4306 Verify the tflite Yolo v3Keith Davis
* Added debug layer support for QSymmS8 * QSymmS8 support for workloads Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I51af92fadc0be290629dd9198beab5abef9e351f
2020-01-24IVGCVSW-4262 Use ACL Permute and Reshape Validate function in Neon and CLKevin May
!android-nn-driver:2642 Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ibabb73c0ae0df2e530a68398f75c76e6b80c0701
2020-01-24IVGCVSW-4370 Deprecate DataType::QuantizedSymm8PerAxisDerek Lamberti
!android-nn-driver:2622 Change-Id: If99d3eff71ff66ba28af1e5af248299fe04511b9 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>
2020-01-17Add Signed32 to debug layerNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Iedfc196bfd18e8280e99a06db68df9c15c8ea835
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>
2020-01-02IVGCVSW-4246 Clean build of backends with -WextraDerek Lamberti
Change-Id: I9e8d5576b3ec04c871785d5f2f9545bf1136e59b Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-12-09IVGCVSW-4211 Add Signed 8 bit Quantisation support into the Reference backendFinn Williams
!android-nn-driver:2435 Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I10ecd4a8937725953396805f33a3562a5384c4d4
2019-12-09IVGCVSW-4227 Add CpuAcc backend support for DetectionPostProcessDerek Lamberti
Change-Id: I318bf92b8d1db593d9c30b9b4412bfecbe65bc12 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-12-09IVGCVSW-4210 Create a public API for the common backend filesMatteo Martincigh
* Create a public API for the common backend files * Move OutputHandler to armnn internal * Remove unused headers Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I3e86d908b021e3561befa9d45158d87d2cbb18c0
2019-11-29IVGCVSW-4209 Create a public API for the ArmNN UtilsMatteo Martincigh
* Moved the relevant armnnUtils headers to the new location: include/armnnUtils * Update the header usage throughout the source code !android-nn-driver:2387 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I2ba15cebcacafad2b5a1a7b9c3312ffc585e09d6
2019-11-15Add FP16 support to DebugWorkloadAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ia879f2d84a1b977474ee0dafa976f2aab32bd3ae
2019-11-13IVGCVSW-4128 Add Signed32 to supported input types for Ref ArgMinMaxFrancis Murtagh
* Enabled RefLayerTests for Signed32 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: Idbe6fb7607c7e44a8df560b55f28c64a4c4286cd
2019-11-12IVGCVSW-4079 Add support of per-axis quantization to DepthwiseConvolution2dTeresa Charlin
!android-nn-driver:2260 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Iad93c1940568ffa65ed314c8871ea66caf4f9e4a
2019-11-12IVGCVSW-3839 Add support of per-axis quantization to reference ↵Aron Virginas-Tar
TransposeConvolution2d Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ie0dc1204eee925adfb1e59aba3f1137178302184
2019-11-06IVGCVSW-3837 Add support for per-axis quantization to reference ↵Aron Virginas-Tar
Convolution2d workload Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I0ac08ba4864d48e6f64c4ac645dad8ea850be112
2019-11-04Add fp16 support for dequantizeJan Eilers
* Changed RefDequantizeWorkload to use Encoder/Decoder * Added related unit tests for Cl, Neon and Ref Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ic2fd4103090dd2127c6859b49305736f7b2dfb05
2019-10-31GitHub #292 Move BackendRegistry.hpp to the public APIMatteo Martincigh
* Moved to BackendRegistry.hpp include/armnn * Updated makefiles and sources accordingly Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I4d83abb581d523218a880c879fcf30c9611f7fd7
2019-10-21IVGCVSW-3993 Add frontend and reference workload for ComparisonLayerAron Virginas-Tar
* Added frontend for ComparisonLayer * Added RefComparisonWorkload * Deprecated and removed Equal and Greater layers and workloads * Updated tests to ensure backward compatibility Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Id50c880be1b567c531efff919c0c366d0a71cbe9
2019-10-15IVGCVSW-3975 Add reference workload for LOG_SOFTMAXAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I10bb7133e0e2d6d7199abdf39562b1226bbbd3e7
2019-10-09IVGCVSW-3888 Add INSTANCE_NORMALIZATION Reference implementationKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I725022f86e990c482ea323fc90fd136fe493ed68
2019-09-24IVGCVSW-3885 Add reference workload for DepthToSpaceAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Id937dc4425884ad1985dcdfaae8bf3fb64f0c766
2019-09-19IVGCVSW-3723 Adding reference workload support for ArgMinMaxNikhil Raj
Change-Id: I65209ecec4e3abf808163239748d6e830568c2e3 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2019-09-18IVGCVSW-3878 Add reference workload for SLICEAron Virginas-Tar
* Added reference workload implementation and layer tests for all supported tensor dimensions (1d, 2d, 3d, 4d) Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I40eb300828933e9183027281105d1a7e597d1569
2019-09-16IVGCVSW-3868 Add support of Int32 to Reshape layerNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I1bf116c462fe3428be31b6dbcd09b25c3a90727f
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
2019-09-11IVGCVSW-3845 Add Reference FP16 support for required layersMatthew Jackson
* Working on layers required by FSRCNN, FCRN and DeepSpeaker * Updates RefLayerSupport and RefWorkloadFactory methods * Adds RefPadFloat16Workload * Tested by successful execution of these networks on Reference FP16 backend Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I4817dca0a89bba6902f0feffc494b27a26a0ab2d
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
2019-08-14IVGCVSW-3633 Fixed possible driver crashMike Kelly
* Fixed possible driver crash due to supportedTypes arrays with the wrong size. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I52702b84089d02d3c63ff7aa5923a9f5628bec91
2019-08-14IVGCVSW-3474 Refactor Lstm and QuantizedLstm Param GettersFrancis Murtagh
* Change Getter Signatures to follow coding guidelines Change-Id: Ic02621e834dbf79b9df63f8b4c6339f71651e944 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-08-13IVGCVSW-3635 Remove temporary check from ↵Aron Virginas-Tar
RefLayerSupport::IsTransposeConvolution2dSupported() Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I85a9563e2d12a5eb9dbcac1b70563a303905b67b
2019-08-13IVGCVSW-3620 Fix VTS CpuRef failuresSadik Armagan
* Fixed Max and Min VTS test failures. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I133f5ff43774f74ad6e1c698a3570066ad45527c
2019-08-05IVGCVSW-3277 Mem export/import suppor for TensorsDerek Lamberti
* Rename MemoryStrategy to EdgeStrategy * Add MemImportLayer * Import memory rather than copy when possible Change-Id: I1d3a9414f2cbe517dc2aae9bbd4fdd92712b38ef Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-08-05IVGCVSW-3611 Report TransposeConvolution2d as unsupported on CpuRef when ↵Aron Virginas-Tar
channel multiplier != 1 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I784bbff3f7b6650881d3f70ba7cd1891171195b1
2019-08-01IVGCVSW-3571 Fix VTS Test SkipsMike Kelly
* Fixed FP16 failures on Max, Min, BatchToSpace on Gpu * Fixed Signed32 skips on Maximum and Minimum Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I4bea19af1a0ae4c8950af8c6d5d68622cdd9b674
2019-07-30IVGCVSW-3592 Add Support for Quantize to HAL 1.2 DriverSadik Armagan
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ib93c94a15fe15495664d509630cce373a69e1612
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
2019-07-09IVGCVSW-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>
2019-07-09IVGCVSW-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
2019-07-03IVGCVSW-3399 Add QSymm16 IsLayerSupportedTest to reference backendNarumol Prangnawarat
* Refactor and add QSymm16 to IsDepthwiseConvolutionSupported * Refactor and add QSymm16 to IsEqualSupported * Refactor and add QSymm16 to IsGreaterSupported * Refactor and add QSymm16 to IsSplitterSupported * Refactor and add QSymm16 to IsStridedSliceSupported * Refactor and add QSymm16 to IsMemCopySupported * Refactor IsFakeQuantizationSupported Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I4f115a5535748fc22df8bc90b24b537fd5dd95b8
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
2019-06-27IVGCVSW-3324 Add end-to-end tests for TransposeConvolution2d on CpuRefAron Virginas-Tar
* Added one end-to-end test for all supported data types and data layout * Implemented RefLayerSupport::IsTransposeConvolution2dSupported() * Fixed formula used in TransposeConvolution2dLayer::InferOutputShapes() Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: If1ba3c226ecfa17f7fceffae857f39297c6433f2
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