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2019-07-09MLCE-103 Remove hardcoded output shape in ModelAccuracyToolSiCong Li
We can obtain the output tensor shape from the model provided by the user. Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I5074734315174c1b5dc8eea1eff18a4a1c566f2a
2019-07-09IVGCVSW-3355 Add NeonSpaceToDepthWorkloadEllen Norris-Thompson
* Add Neon backend support for SpaceToDepth * Enabled Neon Unit, CreateWorkload and EndToEnd tests for SpaceToDepth. * Added QSymm16 support to NeonTensorHandle. Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: Ibbb0bce5ad77dace2bf4c4c111006d2fadf844e8
2019-07-09MLCE-103 Use ImageTensorGenerator in ModelAccuracyToolSiCong Li
* Refactor ImageTensorGenerator into a header so that it can be used inside ModelAccuracyTool. ModelAccuracyTool now can accept image files instead of tensor text files as input. ImageTensorGenerator remains a standalone tool for converting images into tensors text files. * Inside the ImageTensorGenerator, use the existing image preprocessing method InferenceTestImage::Resize which has the correct image normalization techniques and other resize utilities. Change-Id: Ia662fed4752fb81c5cfa6d15967c6aae4aaf1155 Signed-off-by: SiCong Li <sicong.li@arm.com>
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
2019-07-09IVGCVSW-3391 Add SpaceToDepth CreateWorkload and EndToEnd testsJames Conroy
* Refactored existing EndToEnd tests, moved tests in reference to backendsCommon. * Enabled EndToEnd tests for CL. * Added new Ref/CL CreateWorkload tests. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I0a5e52961a8aca540d43241a3805d19c9c6ff56c
2019-07-09IVGCVSW-3435 Add Neon Backend support for Pad_v2 with Unit TestFinnWilliamsArm
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: I685e17d2e721e4b0de50d88b04b63a5c2cfdc772
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-3393 Fix Ref Unit test for customizable padding valueTeresa Charlin
Add Neon missing Unit Test for Uint8. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I9207be8c8cf572ae9cbbf155010bb6dabe0c971c
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
2019-07-05Fix member name in PadDescriptorAron Virginas-Tar
* Renamed m_padValue to m_PadValue to bring it in line with our naming conventions Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I071aa42c9be495462c64697e5a923a5ec55de146
2019-07-05IVGCVSW-3401 Update ACL pin to latest masterJames Conroy
* Updated ACL pin to latest master. * Minor changes to Softmax Neon/CL uint8 workloads to reflect refactoring in ACL. !android-nn-driver:1476 Change-Id: I1c5005ddbcccdb41d8cb09d3fa61cf3ce0e9ffdb Signed-off-by: James Conroy <james.conroy@arm.com>
2019-07-05IVGCVSW-3294 Add Neon backend support for PReLUNikhil Raj
Change-Id: I2f92f7336d3b4188962a9d08b0e7c6372b1c648f Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2019-07-05IVGCVSW-3293 Add CL backend support for PReLUNikhil Raj
Change-Id: I1bb187db89bb3eb883b8f0aca4c3439d82b56583 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
2019-07-05Fix the warning message reporting when sub-graphs fail to get optimizedMatteo Martincigh
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I92a83b61a0c89029cbde0a6cc26599691d171660
2019-07-04IVGCVSW-3307 Add RefMemoryManagerMatthew Bentham
Simple pool memory manager for use in the reference backend, in order to make the backend usable for testing large networks. Change-Id: I5694da29052c60f95b57da595c64cc114d75b8ba Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
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
2019-07-03IVGCVSW-3277 Remove dead codeMatteo Martincigh
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: Ibc108699f0bccf9210defac8707c4f61cb181e3f
2019-07-03IVGCVSW-3307 TransposeConvolution: Don't call Map() before Execute()Matthew Bentham
Change-Id: I7a812eafc8c73d074049ba95189cbc17d276eee3 Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
2019-07-03IVGCVSW-3161 Bug Fix in Nearest Neighbor implementation;Teresa Charlin
consider 4 neighbors instead of 2. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ia724b35f723157e9f51b5345964200f126b98267
2019-07-02IVGCVSW-3382 Deprecate ResizeBilinear and use Resize with Bilinear methodAron Virginas-Tar
!android-nn-driver:1451 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ieedbce1f6e95891137a250fdd07e2f7e4e1f4828
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>
2019-07-02IVGCVSW-3369 Add IsPreluSupported to default layer supportMatteo Martincigh
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: Ic3ed5911cea75b9052dab2ed802cbbe4bca38603
2019-07-02IVGCVSW-3307 Don't assume TensorInfo::Map() can be called before Execute()Matthew Bentham
Change-Id: I445c69d2e99d8c93622e739af61f721e61b0f90f Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
2019-07-02IVGCVSW-3307 Introduce RefTensorHandleMatthew Bentham
Use it for intermediate tensors on reference backend. Lays the groundwork for memory management in the reference backend. Change-Id: I7d3ee132cac31bde70ae6e1b815f4f0b03d550a6 Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
2019-07-01IVGCVSW-3361 Add end-to-end tests for Resize on CpuRefAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ie89dc91a2fc0281d58c6f1ccef65ed1228d33ccb
2019-07-01IVGCVSW-3366 Add Quantizer support for ResizeLayerTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ibfd4725bb04a5859488e968513cf11ac450fd277
2019-07-01IVGCVSW-3365 Add reference workload support for ResizeLayerTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id551690065dca0686ce597d1f0c14fd73163481e
2019-07-01IVGCVSW-3364 Add serialization support for Resize layerFinnWilliamsArm
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: I3b1af816cefc1760f63324f365de93f899c9c9ee
2019-06-28IVGCVSW-3363 Add frontend support for Resize LayerTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I63493ddb7598515773073deb6db2eb3a635c5dfe
2019-06-28IVGCVSW-3162 Support CL workload for TransposeConv2DAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I3b021c0828d30298d99ddb211c9aae17fe3636f0
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-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
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
2019-06-27IVGCVSW-3287 Add L2Normalization epsilon CL workload supportFerran Balaguer
Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Change-Id: Ifb7d50ed43cd66e219b17369130f9091d4a668e7
2019-06-26IVGCVSW-3193 Allow ExecuteNetwork to have qasymm8 input typeNarumol Prangnawarat
and add option to quantize float inputs to qasymm8 Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I54b13b8b53c31c05658fe9c310ca5a66df759aa5
2019-06-26Update the CL pin to the latest masterFerran Balaguer
* Update SoftMaxUint8Workload for CL and NEON to deal with quantization parameters as vectors. * Change Sigmoid Activation function QAsymm8 tests to use scale=1.f/256.f and offset=0 as quatization output parameters. !android-nn-driver:1417 Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Change-Id: Ief91f10193fbbbad0c0124ece41f0bf4e0dcd992
2019-06-26IVGCVSW-3197 Support SPACE_TO_DEPTH on AndroidKeith Davis
* Fix for undefined reference to IsLayerSupported Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: If9d39149a5ad41dbf835d79b8cb937ac253c927e
2019-06-26IVGCVSW-3347 Add EndToEnd test for BatchToSpaceNdFrancis Murtagh
* Add Simple and complex end to end tests based on tensorflow.org examples Change-Id: Ifa758a48cf5ea09f9be7945859cd37377dbb9465 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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>
2019-06-26IVGCVSW-3310 Update scripts to download q-fsk versionSadik Armagan
* Updated Android.mk file to be consistent with android-nn-driver and q-fsk Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I97d0a73c6d0dcac6848d850c4a53182dd55e40f9
2019-06-26Don't override compiler options specified on command lineMatthew Bentham
Change-Id: Id004415afe70c1b4c97ede2da2613edbb9b4e064 Signed-off-by: Matthew Bentham <matthew.bentham@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
2019-06-25MLCE-103 Fix out-of-bound bug in ModelAccuracyCheckerSiCong Li
* Inside method AddImageResult, the number of generated output may exceed the size of m_TopK. Limit the check to the size of m_TopK. Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ic7513ca27a283ef6d098d5aa0a94b4f17ff04f66
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
2019-06-24IVGCVSW-3277 Refactor TensorHandle factory APIDerek Lamberti
* Added backend support for multiple types of TensorHandle factories * Refactored the backend API to enable new tensor strategies * Added mechanism to determine memory strategies during optimization * Perform mem-copy only when Direct access is not found * Explicitly deleted the copy-constructor from OutputSlot to prevent accidental local copies that would cause the DisconnectAll to be called by the destructor Change-Id: I7e812c8e5e6c1c20db1c5932749ac70fd93db7f8 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com> Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
2019-06-24IVGCVSW-3263 - Add End to End tests for SpaceToDepth on RefKeith Davis
Change-Id: I35d1c06b34ca160895f902255a69b87b711275b7 Signed-off-by: Keith Davis <keith.davis@arm.com>
2019-06-24IVGCVSW-3343 Add backward compatibility deserialisation test for pad valueJim Flynn
Change-Id: Ic0f4745e26ce177dad26c60d3b84c450240d2c7b Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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