aboutsummaryrefslogtreecommitdiff
path: root/src/backends/reference
AgeCommit message (Collapse)Author
2020-06-24IVGCVSW-4621 Add CL FILL WorkloadSadik Armagan
* Add CL workload for Fill Operator * Enabled Fill operator tests on CL * CLFill function does not have validate() function yet IsLayerSupported() function return true at the moment * Enabled int32 to tests on backends Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I9f8cc6d1c86f832ba46a8d170572f4cfcde9ab17
2020-06-23IVGCVSW-4622 Add NEON FILL WorkloadSadik Armagan
* Added Neon workload for Fill Operator * Enabled Fill operator tests on Neon * NEFill function does not have validate() function yet IsLayerSupported() function return true at the moment * Added INT32 supported type for CpuRef Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I17bf5ec13750f46322a30653e15ba2a514f61f08
2020-06-22Remove per-channel quantization support in ref fully connectedJan Eilers
* was added accidentally Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I332036ffd35868b0fe1226aba5522af3b91d25da
2020-06-20IVGCVSW-4707 - Add AlignCorners and HalfPixelCenters to ResizeDavid Monahan
* Added AlignCorners and HalfPixelCenters Parameters to Resize * Added Unit Tests Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I83420a9bcb7beec9073d201448f64eb53090e1f1
2020-06-15IVGCVSW-4620 Add Fill Reference ImplementationRyan OShea
* Add Fill Reference Implementation * Refactor FP converter to use static_cast Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com> Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I532e2f982981d047690755fac43a0e9cf8b17dcd
2020-06-08IVGCVSW-4860 Add tests to verify QLstm projectionJames Conroy
* Adds int16 output tensor to CpuRef impl to prevent overflow when accumulating output after projection. * Adds two remaining tests to verify QLstm on CpuRef. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I93d7c64c4a9cc1012cb2bc052d598d4279fbd372
2020-06-05IVGCVSW-4904 Refactor CpuRef PAD WorkloadSadik Armagan
* Refactored templated workload creation * Added int8_t unit tests Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I018b7f9f20496b5f9d7445901fe0d3dd04199cd0
2020-06-03remove BOM from filesLaurent Carlier
Change-Id: Ia4b4bb3be0ed6e933c77d58f8e9879b1370e9537 Signed-off-by: Laurent Carlier <laurent.carlier@arm.com>
2020-05-30IVGCVSW-4888 Update Resize Front end for new parametersDavid Monahan
* Added AlignCorners and HalfPixelCenters to Resize and ResizeBilinear * Updated Serializer and Serializer tests !android-nn-driver:3280 Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ice3bb448c239b04323854641525bfe0808c03b2e
2020-05-29IVGCVSW-3847 Correction of 9349246cfce1cc3192aea8fb3a830506cf794abdTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ia69ded99f753e278bc467492907f6a7ca92c7239
2020-05-29IVGCVSW-3847 Support INT32 in Gather operatorTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ica217d3e4fbcdef1315554ea5d5c4720124696c3
2020-05-27IVGCVSW-4200 Add CL EXP WorkloadSadik Armagan
IVGCVSW-4203 Add Neon EXP Workload * Added CL EXP operator workload * Added EXP test suite * Enabled EXP tests on ACL and Ref Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I793d31af1b2e3fe86b0bec6d9e5de503c5dab970
2020-05-25IVGCVSW-4863 ADD,SUB,DIV,MUL,MAXIMUM and MINIMUM int32 VTS testTeresa Charlin
skipped in CpuRef Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I1c870ac258e8c3805a95b259cb40731f8e81541e
2020-05-25IVGCVSW-4604 ARGMINMAX float16 VTS test skipped in CpuRefTeresa Charlin
Change-Id: I75cca9804a67f629cddc83671397a84640e9bf0e Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
2020-05-25IVGCVSW-4611 PRELU float16 VTS test skipped in CpuRefTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Id908e0bcbefd3284da51cdbe8ec0c2181b9b553e
2020-05-22Fix some build errors spotted on Windows:Rob Hughes
* Use exact floating point constants for min/max values * Rename test case so it doesn't collide with a function name Change-Id: Icf03cfd8fedd505d02cd7f0a150502557939b903 Signed-off-by: Robert Hughes <robert.hughes@arm.com>
2020-05-21IVGCVSW-4452 Add QLstm EndToEndTestJames Conroy
* QLstm EndToEndTest added for Ref, NEON and CL. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: Icd2c878541f6304d726202a93d71ff3d79f6f054
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
2020-05-02IVGCVSW-4449 Add QLstm ref implementationJames Conroy
* Adds ref implemenation for new HAL 1.3 operator, QLstm. * Adds Layer and CreateWorkload unit tests. * Adds WorkloadData validate for QLstm. Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I8a721f07ff06105e6495a1a0561b9503aa8146dc
2020-04-30IVGCVSW-4753 Fix CpuAcc Hal 1.3 Softmax FailuresSadik Armagan
* Refactor Neon Softmax workload to accept supported data types Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I54aa72d5cbb862cafcc1eabe48f6a00d61050cd7
2020-04-29IVGCVSW-4686 Fix NNT GeneratedTests.TestsNarumol Prangnawarat
* Add bias dimension check for FullyConnected layer support Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I66db5332069a606b5d1f6c10faee38760b26a8f8
2020-04-27IVGCVSW-4668 Add TENSOR_QUANT8_ASYMM_SIGNED data type support to CpuRef ↵Sadik Armagan
operators Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I094125ba80699cc3cf5226bda6662a54e6caa988
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
2020-04-24IVGCVSW-4686 Fix NNT GeneratedTests Abs_int32Kevin May
* Add Signed32 to WorkloadData for AbsQueueDescriptor * Add missing supported tests to Ref and Neon Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Iba9d29fedeb1d2e985272c9299ea42ba2571687b
2020-04-20IVGCVSW-4513 Remove boost/algorithm/string *David Monahan
* Removed split, classification, trim, string, join, contains * Added StringUtils.hpp to replace the removed Boost String functionality Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I8aa938dc3942cb65c512cccb2c069da66aa24668
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
2020-04-01IVGCVSW-4643 Add Convolution2D tests with Bfloat16 input and Float32 outputNarumol Prangnawarat
* Modify SimpleConvolution2dNhwcTestImpl to allow different input and out types * Add unit tests for Conv2D with Bfloat16 input and Float32 output to compare the accuracy with Float32 for small value inputs and big value inputs Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ia59c92a22001b41f2681dafb951203a2223d3367
2020-04-01IVGCVSW-4641 Investigate Hal 1.3 VTS FailuresSadik Armagan
* Added QAsymmS8 data type support for bias Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I1dfe50b23a4ba479d35f5e6996ea8e25aee0033b
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
2020-03-26IVGCVSW-4597 Modify BF16 optimizer to Convert only inputs and weights ofNarumol Prangnawarat
Convolution2d and FullyConnected layers * Add InsertConvertFp32ToBf16LayersBefore * Add ConvertWeight to ConvertFp32NetworkToBf16Impl for Conv2d and FullyConnected * Allow different input and output when input is BF16 and output is FP32 Conv2d and FullyConnected layers * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ic8f92ff28edcae08a72a3114a28f50c4619f919b
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
2020-03-19IVGCVSW-4516 Add ConvertFp32ToBf16Layer and Ref workload supportNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I9099a4f840fb747336f77d20a0868b64e801a310
2020-03-18IVGCVSW-4446 Add HardSwish EndToEnd testsJan Eilers
* adds convert from armnn HardSwish to Acl HardSwish * adds EndToEnd tests for Ref, Cl and Neon Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: If997dad783ff45d7f061254e7e30bb69d4d4d564
2020-03-18IVGCVSW-4444 Adding Elu end to end testJan Eilers
* implemented activation layer end to end test * adds support for different tolerances in layer tests * added tests for Elu (Ref, Cl, Neon) Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I81e28cfb4456e815bae2fb31f5c345134ff2432f
2020-03-17IVGCVSW-4515 Add ConvertBf16ToFp32Layer and Ref workload supportNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ida6d7e1d2c9abe0618f8b711bab9d62c011090d6
2020-03-13IVGCVSW-4531 Fix for failing strided slice NNT/VTS tests on Android RDavid Monahan
Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: I7f6932f0d21b5678ab9822b0fc69f589bbbb07e5
2020-03-13IVGCVSW-4512 Add BFloat16 Debug WorkloadNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Id179cb4774a4565e5e905e5fe4c34299178644de
2020-03-13IVGCVSW-4511 Add BFloat16 to RefLayerSupport and unit testsNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ifaae4d5aac468ba927b2c6a4bf31b8c8522aeb2e
2020-03-10MLCE-159 Add QAsymmS8 to ArmnnQuantizerFrancis Murtagh
* Allow per layer quantization from Fp32 to Int8 (QAsymmS8) like TfLite Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I5bbf770aa29d81af3568c15b47d2b2c18e55bb28
2020-03-10IVGCVSW-4482 Remove boost::ignore_unusedJan Eilers
!referencetests:229377 Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ia9b360b4a057fe7bbce5b268092627c09a0dba82
2020-03-09IVGCVSW-4517 Implement BFloat16 Encoder and DecoderNarumol Prangnawarat
* Add ConvertFloat32ToBFloat16 * Add ConvertBFloat16ToFloat32 * Add BFloat16Encoder * Add BFloat16Decoder * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I198888384c923aba28cfbed09a02edc6f8194b3e
2020-03-02IVGCVSW-4440 : Add HARD_SWISH Support to Activation in CpuRefColm Donelan
* Add a new Activiation type of HardSwish. * Add CpuRef support and tests. Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I68c3840aa45b7a27d5e416a5d50fe8f99f003ce8
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
2020-02-28IVGCVSW-4439: Adding Elu support to ActivationDavid Monahan
* Added CpuRef implementation * Added Unit Tests * Added Quantizer Test * Enabled Tests for Neon and CL backends on fp32 only * Added to Serializer Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Ic23e1797dbc9352b40678c389d7fe2b836b582ea
2020-02-24IVGCVSW-4368 Update Android.mk and backend.mk files with latest unit testsColm Donelan
* Sync up the Android build files with the CMakeLists.txt Signed-off-by: Colm Donelan <Colm.Donelan@arm.com> Change-Id: I1675b0937fed7c74833e46af6d077ced57cf5bed
2020-02-19IVGCVSW-4472 Yolo v3 ExecuteNetwork failingKeith Davis
* Add Debug workload for QAsymmS8/U8 * Change Dequantize tests to test AsymmS8 instead of SymmS8 * Fix incorrect supportedness within RefLayerSupport Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ie51f1e33c564d46c86bf0150b1addda3fc093d13
2020-02-17IVGCVSW-4436 Add ExecuteNetwork test for mobilenet_v2_int8Keith Davis
* Add QAsymmS8 to QueueDescriptor supportedTypes * Add QSymmS8/QAsymmS8 to RefLayerSupport supportedTypes * Some additional comments and refactoring Change-Id: I8567314452e6e8f6f69cb6e458ee147d3fc92fab Signed-off-by: Keith Davis <keith.davis@arm.com>