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2020-05-20IVGCVSW-4450 Add CL Enhanced Quantized LSTM WorkloadRyan OShea
* Adds QLstm CL workload * Added Layer and CreateWorkload tests Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I32335e528467bfd619edb249d2971705ac2a6163
2020-05-15IVGCVSW-4831 Fix Packet header includes in backendsFinn Williams
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: Iedfcf0ef487bd7836b1bc4ba8a0e4337dc4da391
2020-05-13IVGCVSW-4753 Refactor CL Softmax workload generalizing for different datatypeTeresa Charlin
* Change ComputeSoftmaxAclAxis to work with int and uint axis Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ibbfa9ec7e2f0416e6885673212a767419c871cca
2020-04-27MLCE-190: Neon and CL Constant Workloads do not support newer DataTypesMike Kelly
* Added support for QASYMM8_SIGNED, QSYMM16, QSYMM8 and QSYMM8_PER_CHANNEL to Neon and CL backends * Added unit tests to Neon, CL and Ref backends Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I4c726b6d86b4d75abedd130dcea372d1e82be5c2
2020-04-14IVGCVSW-4483 Removes boost::polymorphic_pointer_downcastJan Eilers
* replace boost::polymorphic_pointer_downcast by PolymorphicPointerDowncast * replaced/removed includes Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I0ef934a3804cf05e4c38dec6c4ec49c76111a302
2020-04-10IVGCVSW-4483 Remove boost::polymorphic_downcastJan Eilers
* exchange boost::polymorphic_downcast with armnn::PolymorphicDowncast * remove unnecessary includes of boost::polymorphic_downcast Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ie603fb82860fe05fee547dc78073230cc62b2e1f
2020-04-06IVGCVSW-4485 Remove Boost assertNarumol Prangnawarat
* Change boost assert to armnn assert * Change include file to armnn assert * Fix ARMNN_ASSERT_MSG issue with multiple conditions * Change BOOST_ASSERT to BOOST_TEST where appropriate * Remove unused include statements Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I5d0fa3a37b7c1c921216de68f0073aa34702c9ff
2020-03-30IVGCVSW-4603 Support comparison operators in CLTeresa Charlin
* Deprecate ClGreaterWorkload * Add ClComparisonWorkload to encompass all comparison operators Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ida0ed7f59899d75b0fe7de1e7433b1ade018c6f1
2020-03-24IVGCVSW-3813 Add Unary Elementwise Operation 'NEG' support to the ↵Sadik Armagan
android-nn-driver * Implemented ClNegWorkload * Implemented NeonNegWorkload * Enabled 'NEG' operator on CL and Neon as well as Ref * Implemented unit tests for 'NEG' operator Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I3d7a892692716636cae6bdf8ddd238e3d1ea064f
2020-03-19IVGCVSW-4565 TENSOR_BOOL8 data type not supported in AndroidNN DriverSadik Armagan
* Enabled Boolean and Int32 data types in Reference Comparison inputs * Added decoder for Boolean data type * Refactored ClGreaterWorkload to work with any data type * Refactored NeonGreaterWorkload to work with any data type !android-nn-driver:2902 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I92772810b744b388831c9dca0119ebf8cb7a447e
2020-03-02IVGCVSW-4375 Add support for TransposeMike Kelly
* Added TransposeLayer * Added CL, Neon and Ref Workloads * Added Transpose utilities * Added Serializer and Deserializer support * Added Quantizer support Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I04c755ba7cb5b1edf72b3c9f3c0314878032e3c7
2020-02-14IVGCVSW-4420 Failing Unit Test Cl: Quantize layerKeith Davis
* Fix bug with missing ValidateInputsOutputs in Cl Workload * Renamed data type tests to be more specific * Future proofing Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I157acc318e40d727fcfb3f36f7f577fc87472f3d
2020-02-10Clean up header inclusion in CL workloads.Matthew Bentham
Remove usage of CLFunctions.h and replace with specific header for each function. Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com> Change-Id: I255a843b36a5dd8cf90a52786282192b8fe04f83
2020-02-07MLCE-139: add capability to align corners for bilinear resizeSang-Hoon Park
* Add parsing of the related parameter to TfLiteParser * Update ResizeDescriptor to store the additional parameter * Update NEON/CL workload to pass the additional parameter. * Update Reference workload to pass and handle the additional parameter. !ComputeLibrary:2538 !ComputeLibrary:2569 !armnn:2612 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Change-Id: Id149e1c24c2abed7e9dd81939acf54dfabfcdfd2
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>
2020-01-20Remove use of ArmNN.hpp where it is unnecessary.Matthew Bentham
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com> Change-Id: I6c90eab1c6bad76d5c7b3bf094998fa4b454bcd1
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>
2019-12-19IVGCVSW-4295 Disable mixed precision in ClPooling2dWorkloadjaneil01
* google provided a patch so mixed precision can be removed !devenv:217181 Signed-off-by: janeil01 <jan.eilers@arm.com> Change-Id: I13630f465e51c629a85ca4e1ac504feeeec39aaa
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
2019-11-28MLCE-115 Remove redundant error checking in CL backendMatthew Bentham
This stuff is handled in CLPerumuteLayer::validate now Change-Id: I552e7c0bbd1557d6b5e217c1e96aaeb2377accbd Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
2019-11-27IVGCVSW-3859 Per-channel QSymm8 support of Convolution2d in ClKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ie43f20e6fb2f9b4a1e9e9eb561fcf7b5d6a01806
2019-11-27IVGCVSW-3728 Add CL workload for SliceAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I2ed38744e1e8c839b369be8d44c0cffccfeb370e
2019-11-23IVGCVSW-4158 FP16 Mobilenet V1 and V2 30% regression on ArmNN on Mate20Sadik Armagan
* Enable FP16 mixed precision for Android Q Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I5ddb94b13385e1fec39e4407dffc8e4bc6b8d64a
2019-11-19Revert "Only enable mixed precision FP16 pooling for Android Q"Kevin May
This reverts commit 60538ada2b90704abcf6473144639103d80287a5. Change-Id: I099e397fe1232e0f470d89a11d220752543e4e4c
2019-11-19IVGCVSW-4068 Add Guid to WorkloadNarumol Prangnawarat
* Add Guid to Workload * Remove circular dependency Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Signed-off-by: janeil01 <jan.eilers@arm.com> Change-Id: I15342fa7481c6bdc050e057dce2d74bba07fe2dd
2019-11-15Only enable mixed precision FP16 pooling for Android QDerek Lamberti
Change-Id: Ic2c0ce7a7a99bbc430b7d6da272825540772e01d Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
2019-11-14Fix redundancy in call to configure() in ACL DepthwiseConvolution workloadsAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I8f698c6ec9826ce1188bc43bd59fbf7b83455c1a
2019-11-13IVGCVSW-3695 Add CL ArgMinMax workloadJames Conroy
* Also enabled copy to/from CL for Signed32. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I0113182891f9767de73f04dcd81252c84c996eda
2019-11-12IVGCVSW-4051 Update ACL pin to 94e0cf960ea6116eb57fa88d9b951f859b52c602James Conroy
* Add is_initalised() check to CLScheduler in ClContextControl. * Now use CLDepthwiseConvolutionLayer instead of CLDepthwiseConvolutionLayer3x3. * Now use NEDepthwiseConvolutionLayer instead of NEDepthwiseConvolutionLayerOptimized. !android-nn-driver:2212 Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I509af65315a4322dc820a5cc1bbd36ed6999b4a7
2019-11-06IVGCVSW-4038 Convert Strided_Slice Shrink_Axis_Mask Parameter to ACL formatFrancis Murtagh
* Add conversion method to reverse bits in Shrink_Axis_Mask * Add Unit tests for Neon, CL and Reference backends * Fix supportedness of constant layer which is causing error in DeepSpeech Uint8 * Also convert the Begin_Mask and End_Mask Change-Id: I448b083c3463558e8fb5204923ab554cd43264ba Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-10-31IVGCVSW-4039 AndroidQ (HAL 1.2) driver support for Fp16Sadik Armagan
* Call ACL Validate function for validating Floor operator on CL backend Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I2206ec86de6eabd18c12d023116d1f4c24487e0d
2019-10-10IVGCVSW-3967 Avg_Pooling2d Fails on CL NHWC FP16Sadik Armagan
* Enable fp_mixed_precision flag for the failing test case Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: If13552165eb6598a84d213b82847b56a8c5f2783
2019-10-09IVGCVSW-3889 Add CL workload for INSTANCE_NORMALIZATIONAron Virginas-Tar
!android-nn-driver:2039 Signed-off-by: Kevin May <kevin.may@arm.com> Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I621dd80920b58b8b795ed13917b88850519c8177
2019-09-30IVGCVSW-3732 Add CL workload for DepthToSpaceAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I577c45099eda1d04214e7a1f75fa10d1352efc80
2019-09-10IVGCVSW-3829 Add CL workload for RSQRTAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Idf40ed0ebf2af3170137bf3a3cb5a9635a203d4a
2019-09-10IVGCVSW-3823 Add CL workload support for ABSAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I802bd882da4adcc1e7e52c772771e743143745fa
2019-08-16IVGCVSW-3620 Fix Hal 1.2 Softmax test failures on GpuAcc and CpuAccColm Donelan
The following NeuralNetworkTests tests were failing on GpuAcc and CpuAcc: GeneratedTests.softmax_v1_2_relaxed GeneratedTests.softmax_v1_2_quant8 GeneratedTests.softmax_v1_2_2 GeneratedTests.softmax_v1_2_relaxed_2 GeneratedTests.softmax_v1_2_quant8_2 The default value for Softmax axis parameter in Android is -1 but is 1 in ACL. Detect and handle this in ArmComputeUtils.ComputeSoftmaxAclAxis. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: Ibb0660e4cb0dc6bd4c804c4397fbd61f38acdd9c
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>
2019-08-05IVGCVSW-3342 Add CL backend support for Quantized_LSTM (16bit cell state)Ferran Balaguer
!android-nn-driver:1685 Signed-off-by: Ferran Balaguer <ferran.balaguer@arm.com> Signed-off-by: Matthew Bentham <matthew.bentham@arm.com> Change-Id: I17278562f72d4b77e22c3af25bf7199b9150a765
2019-08-01IVGCVSW-3539 Add CL support and tests for StackMatthew Jackson
* Added CL backend support for Stack * Added unit tests for Stack on the CL backend * Refactored unit tests to support generic data types Signed-off-by: Matthew Jackson <matthew.jackson@arm.com> Change-Id: I38ee3e9d8947ea98a3104c982698001e704d7d89
2019-07-26IVGCVSW-3554 Update workloads to pass Softmax Axis Parameter to BackendsFrancis Murtagh
* Add check in CL and Neon to ensure axis is 1 otherwise return unsupported. * Edit CreateWorkload test and JsonPrinter test to ensure axis of 1. Change-Id: I499b405532e26fefc2dd1c18b6dc6005813b5604 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
2019-07-25IVGCVSW-3521 CpuAcc V1.2 pad FailuresMike Kelly
* Pad value for QASYMM8 is no longer stored in quantized form. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I048e1d233353c0560ae03a7cc1ed5199295352bc
2019-07-22IVGCVSW-3548 Use BuildArmComputePadStrideInfo() in CL and NEON convolution ↵Aron Virginas-Tar
workloads * Refactoring: use existing utility function for creating arm_compute::PadStrideInfo objects in CL and NEON convolution workloads instead of duplicating code Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Id5e5a0f264e20af99dabce8dd8c6b782dedb94e6
2019-07-16Remove unnecessary include from ClResizeWorkload.cppAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I5c8f6d08653646d99f839ceca11931e3be0467d8
2019-07-15IVGCVSW-3519 Refactor TransposeConvolution2dWorkload for CL backedNikhil Raj
Change-Id: I2c458499b05b16f71decd09e6b642ce3725623fc Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
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
2019-07-11IVGCVSW-3298 Add CL backend support for dilated Convolution2dJan Eilers
* Update ClConvolution2dWorkload * Enable unit tests Change-Id: Id07bae220a35a0cadcacebe615f156622ae5f196 Signed-off-by: Jan Eilers <jan.eilers@arm.com>
2019-07-09IVGCVSW-3467 Add CL Backend support for Pad_v2 with Unit TestFinnWilliamsArm
Signed-off-by: FinnWilliamsArm <Finn.Williams@arm.com> Change-Id: I4c51e49ef57065e9fb0038175e67290c59d5f396
2019-07-09IVGCVSW-3338 Add CL backend support for LSTM normalizationJan Eilers
* Enable calls to LSTM normalization unit tests on CL backend. * Update CL workload to set the layer normalization parameters. !android-nn-driver:1461 Change-Id: Ia5a29918961c391c1f1d8f331add377a38822ddd Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Signed-off-by: Jan Eilers <jan.eilers@arm.com>