platform/upstream/armnn.git
4 years agoIVGCVSW-4508 Add BFloat16 data type
Narumol Prangnawarat [Fri, 28 Feb 2020 12:45:21 +0000 (12:45 +0000)]
IVGCVSW-4508 Add BFloat16 data type

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ie2fcf06d0bae9e2ef958e60ab9e8b121fdc7b590

4 years agoIVGCVSW-4375 Add support for Transpose to optimizations
Mike Kelly [Tue, 3 Mar 2020 12:39:09 +0000 (12:39 +0000)]
IVGCVSW-4375 Add support for Transpose to optimizations

 * Changed some existing Permutation specific optimizations to also support Transpose
 * Added MoveTransposeUp optimization
 * Added TransposeAsReshape optimization
 * Added tests for Transpose optimizations
 * Added missing layer tests for Transpose

Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I20d099b284861402ae94aaa5dbf34907327a485f

4 years agoIVGCVSW-4314 Per-layer backend hint API
Derek Lamberti [Fri, 3 Jan 2020 16:53:38 +0000 (16:53 +0000)]
IVGCVSW-4314 Per-layer backend hint API

Change-Id: I6ddcffe792e39b17fcdb8af7f13f4a689ef8019d
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
4 years agoIVGCVSW-4532 Update Acl Pin to fec13b8e20dc9d71d729f750633fa52c3a8a0036
Kevin May [Tue, 3 Mar 2020 12:10:10 +0000 (12:10 +0000)]
IVGCVSW-4532 Update Acl Pin to fec13b8e20dc9d71d729f750633fa52c3a8a0036

* Fix NeonLayerSupport/IsLayerSupportedUint8Neon Quantize layer Unit Test

Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I71deb10dd3bb18e30c77b72d6ca25a9a4f8842c3

4 years agoIVGCVSW-4426 Add missing Neon tests for quantized types
Keith Davis [Thu, 20 Feb 2020 16:41:25 +0000 (16:41 +0000)]
IVGCVSW-4426 Add missing Neon tests for quantized types

Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I3b33a88801b65697d7580f1f4ebd96cfab6b796e

4 years agoIVGCVSW-4375 Add parser support for Transpose
Mike Kelly [Mon, 2 Mar 2020 11:41:31 +0000 (11:41 +0000)]
IVGCVSW-4375 Add parser support for Transpose

 * Changed TfParser::ParseTranspose to use Transpose instead of Permute
 * Changed TfLiteParser::ParseTranspose to use Transpose instead of Permute

!armnn:2787

Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: If48f2fb88d97d31d66b6b1e631b41637d8e4c8f0

4 years agoModifying the IBackendProfilingContext interface to return a bool on
David Monahan [Wed, 26 Feb 2020 10:24:03 +0000 (10:24 +0000)]
Modifying the IBackendProfilingContext interface to return a bool on
EnableProfiling and adding error checking to the Runtime
Invocation

Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I65b8bb16c6f1c7d668de31238ce0408a48974997

4 years agoIVGCVSW-4440 : Add HARD_SWISH Support to Activation in CpuRef
Colm Donelan [Wed, 26 Feb 2020 15:39:23 +0000 (15:39 +0000)]
IVGCVSW-4440 : Add HARD_SWISH Support to Activation in CpuRef

* Add a new Activiation type of HardSwish.
* Add CpuRef support and tests.

Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I68c3840aa45b7a27d5e416a5d50fe8f99f003ce8

4 years agoIVGCVSW-4375 Add support for Transpose
Mike Kelly [Fri, 28 Feb 2020 18:11:58 +0000 (18:11 +0000)]
IVGCVSW-4375 Add support for Transpose

 * 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

4 years agoIVGCVSW-4164 Change the callbacks to a C++ pure virtual interface
Finn Williams [Fri, 21 Feb 2020 11:14:08 +0000 (11:14 +0000)]
IVGCVSW-4164 Change the callbacks to a C++ pure virtual interface

Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I0a15b9f228ceb5a8393a48571b345394c005ee1f

4 years agoIVGCVSW-4454 Remove the CounterSet and Device fields from Category
Sadik Armagan [Tue, 25 Feb 2020 12:44:44 +0000 (12:44 +0000)]
IVGCVSW-4454 Remove the CounterSet and Device fields from Category

Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I721f59cd1f6d068e02dabd62c42871a43be9d934

4 years agoIVGCVSW-4439: Adding Elu support to Activation
David Monahan [Tue, 25 Feb 2020 09:03:29 +0000 (09:03 +0000)]
IVGCVSW-4439: Adding Elu support to Activation

 * 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

4 years agoCOMPMID-3060: Add TF Parser support for Transpose
Sang-Hoon Park [Tue, 18 Feb 2020 11:27:35 +0000 (11:27 +0000)]
COMPMID-3060: Add TF Parser support for Transpose

Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com>
Change-Id: I9661787071554b38c5b0ab3c98431f3863b98520

4 years agoIVGCVSW-4368 Update Android.mk and backend.mk files with latest unit tests
Colm Donelan [Thu, 20 Feb 2020 14:31:49 +0000 (14:31 +0000)]
IVGCVSW-4368 Update Android.mk and backend.mk files with latest unit tests

* Sync up the Android build files with the CMakeLists.txt

Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I1675b0937fed7c74833e46af6d077ced57cf5bed

4 years agoIVGCVSW-4475 Update BuildGuideAndroidNDK.md
Narumol Prangnawarat [Fri, 21 Feb 2020 17:21:34 +0000 (17:21 +0000)]
IVGCVSW-4475 Update BuildGuideAndroidNDK.md

 * Remove export keyword

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: If505923c8283a352a02956621074174f423adb07

4 years agoIVGCVSW-4456 Disable NEON PostDetectionProcess
James Conroy [Fri, 21 Feb 2020 16:52:44 +0000 (16:52 +0000)]
IVGCVSW-4456 Disable NEON PostDetectionProcess

* Reverting to CpuRef workload because it
  currently has better performance.
* Disabling NEON EndToEnd tests.

Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: Idd5314e46c50581ef4bec24e391779188f20951b

4 years agoIVGCVSW-4307 Onnx Segfault Bug
Ryan OShea [Fri, 21 Feb 2020 12:33:17 +0000 (12:33 +0000)]
IVGCVSW-4307 Onnx Segfault Bug

 * Fixed ParseConstant
 * Fixed Exception
 * Fixed 0 dimension tensor
 * Add unit test to check addition as tensor and scalar
 * Change C++ style comments to Doxygen style

Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com>
Change-Id: Ied7cbe2e11e713c23d87106d2db39e0eb446c920

4 years agoIVGCVSW-4475 Update BuildGuideAndroidNDK.md
Narumol Prangnawarat [Thu, 20 Feb 2020 16:34:36 +0000 (16:34 +0000)]
IVGCVSW-4475 Update BuildGuideAndroidNDK.md

 * Update TensorFlow version
 * Add export OpenCl and Mali library paths

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ibbd166c3ff6dd93b925a84c5178b9e92280309d8

4 years agoIVGCVSW-4432 Update Readme for 20.02
Sadik Armagan [Thu, 20 Feb 2020 16:51:15 +0000 (16:51 +0000)]
IVGCVSW-4432 Update Readme for 20.02

Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I416b39b0adac1410f854d3ec5b855044bd85e1cc

4 years agoIVGCVSW-4456 Fix MobileNet SSD perf regression
James Conroy [Thu, 20 Feb 2020 11:14:49 +0000 (11:14 +0000)]
IVGCVSW-4456 Fix MobileNet SSD perf regression

* Now use accelerated DetectionPostProcess
  NEON workload, originally was using vanilla
  version.

Change-Id: Ib64653801024a191f841d601932fa3c54baa5c3b
Signed-off-by: James Conroy <james.conroy@arm.com>
4 years agoCOMPMID-3062: Add ExecuteNetwork option to explicitly dequantize output
Georgios Pinitas [Tue, 18 Feb 2020 13:25:23 +0000 (13:25 +0000)]
COMPMID-3062: Add ExecuteNetwork option to explicitly dequantize output

Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Change-Id: Ic7abe5dad700fbdc1b7cbab6936b52554f0a0360

4 years agoIVGCVSW-4472 Yolo v3 ExecuteNetwork failing
Keith Davis [Wed, 19 Feb 2020 10:08:33 +0000 (10:08 +0000)]
IVGCVSW-4472 Yolo v3 ExecuteNetwork failing

 * 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

4 years agoIVGCVSW-2232 Pack/Stack operator support in Tensorflow Parser
Sadik Armagan [Tue, 18 Feb 2020 15:18:27 +0000 (15:18 +0000)]
IVGCVSW-2232 Pack/Stack operator support in Tensorflow Parser

* Parser support and unit tests added for Stack opertor in TfParser

Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I243b33fda2762180ef880458e760a54fde64f3d8

4 years agoIVGCVSW-4433 Update version number to 20.02
Nikhil Raj [Tue, 18 Feb 2020 16:36:49 +0000 (16:36 +0000)]
IVGCVSW-4433 Update version number to 20.02

Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I06b4384312b14e6af8beb8a2903896c237b9c48d

4 years agoCOMPMID-3059: Add TF parser support for StridedSlice
Georgios Pinitas [Fri, 14 Feb 2020 14:46:51 +0000 (14:46 +0000)]
COMPMID-3059: Add TF parser support for StridedSlice

Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Change-Id: I31f25f26a50c9054b5650b1be127c84194b56be7

4 years agoIVGCVSW-4436 Add ExecuteNetwork test for mobilenet_v2_int8
Keith Davis [Tue, 11 Feb 2020 16:51:50 +0000 (16:51 +0000)]
IVGCVSW-4436 Add ExecuteNetwork test for mobilenet_v2_int8

 * 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>
4 years agoIVGCVSW-4403 Add standalone backend build steps to BuildGuideAndroidNDK
Narumol Prangnawarat [Mon, 17 Feb 2020 13:49:54 +0000 (13:49 +0000)]
IVGCVSW-4403 Add standalone backend build steps to BuildGuideAndroidNDK

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I339511938ca1356581ffac96baa642d4299d3240

4 years agoIVGCVSW-4340 Backend profiling: Add tests for Timeline functions
Colm Donelan [Thu, 13 Feb 2020 20:47:08 +0000 (20:47 +0000)]
IVGCVSW-4340 Backend profiling: Add tests for Timeline functions

* Add tests for the timeline functions that are part of
  IBackendProfiling: GetSendTimelinePacket & GetProfilingGuidGenerator
* Modify MockBackendProfilingService to store a
  MockBackendProfilingContext shared pointer.

Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I99fc4b1da019858b9f29409cd59ef8f590c0d3a2

4 years agoIVGCVSW-4320 Implement the bulk reporting of counter values from backends
Sadik Armagan [Mon, 17 Feb 2020 11:33:31 +0000 (11:33 +0000)]
IVGCVSW-4320 Implement the bulk reporting of counter values from backends

* Implemented unit test for ReportCounters function in BackendProfiling

Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Iec342a96060c8ef6090e6cc67bda8a7a3e890c50

4 years agoUpdate ACL pin to 20.02 release branch
James Conroy [Mon, 17 Feb 2020 08:43:56 +0000 (08:43 +0000)]
Update ACL pin to 20.02 release branch

Signed-off-by: James Conroy <james.conroy@arm.com>
Change-Id: Ifc7fe6e6272155a250a649adc22beaa876996abb

4 years agoIVGCVSW-4320 Implement ReportCounters in BackendProfiling
Jim Flynn [Fri, 14 Feb 2020 10:18:08 +0000 (10:18 +0000)]
IVGCVSW-4320 Implement ReportCounters in BackendProfiling

Change-Id: Idd545079f6331bb4241709fa1534635f3fdf610b
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
4 years agoIVGCVSW-4420 Failing Unit Test Cl: Quantize layer
Keith Davis [Fri, 14 Feb 2020 12:22:40 +0000 (12:22 +0000)]
IVGCVSW-4420 Failing Unit Test Cl: Quantize layer

 * 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

4 years agoIVGCVSW-4338 Implement the Activation of Counters in backends
Finn Williams [Wed, 12 Feb 2020 11:02:34 +0000 (11:02 +0000)]
IVGCVSW-4338 Implement the Activation of Counters in backends

Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I4a2465f06e046f78242ff0a246c651638b205498

4 years agoIVGCVSW-4400 Backend Counter Registry Functionality
David Monahan [Wed, 12 Feb 2020 15:52:35 +0000 (15:52 +0000)]
IVGCVSW-4400 Backend Counter Registry Functionality

 * Adding BackendProfilingContext to the MockBackend
 * Made IBackendProfilingContext pure Virtual
 * Added UnitTest using MockBackend for testing Backend Counter Registration
 * Moved Registry of backend counters from Initialize() to AddBackendProfilingContext()
 * Added m_MaxGlobalCounterId to ProfilingService
 * Removed automatic registration of MockBack in BackendRegistry()

Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ie1c6c31e56d1ac7079d6116ecad041961014aedc

4 years agoIVGCVSW-4403 Add standalone backend build steps to BuildGuideCrossCompilation
Narumol Prangnawarat [Tue, 11 Feb 2020 17:29:54 +0000 (17:29 +0000)]
IVGCVSW-4403 Add standalone backend build steps to BuildGuideCrossCompilation

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I424643294781fa91cb4f4209f6a5a384bb4e4759

4 years agoFix legacy ClTuner API
Derek Lamberti [Tue, 11 Feb 2020 12:56:52 +0000 (12:56 +0000)]
Fix legacy ClTuner API

Change-Id: Ib96446c753f7b794f5dc08cb9ff59888987cdf80
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
4 years agoIVGCVSW-4403 Update readme for sample standalone dynamic backend
Narumol Prangnawarat [Tue, 11 Feb 2020 12:19:14 +0000 (12:19 +0000)]
IVGCVSW-4403 Update readme for sample standalone dynamic backend
             and remove standalone dynamic reference backend

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I33bc82d8b07450a9c3f6c5dc415eda8427aec57b

4 years agoSilence clang-8 warnings wrt explicit defaulting of implicitly deleted operator
Matthew Bentham [Mon, 10 Feb 2020 17:23:39 +0000 (17:23 +0000)]
Silence clang-8 warnings wrt explicit defaulting of implicitly deleted operator

Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: I9ff918e7f9fe340e65f8dd1b1c47754c8b41de1f

4 years agoUpdating armnn-arm_compute to arm_compute_library.
Mike Kelly [Tue, 11 Feb 2020 11:54:04 +0000 (11:54 +0000)]
Updating armnn-arm_compute to arm_compute_library.

Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I7c608a75d0dbeb2f95df94440e23aecfa97bd93b

4 years agoIVGCVSW-4424 Set minimum timeout for SendThread in WaitingForAck state
Finn Williams [Mon, 10 Feb 2020 16:59:58 +0000 (16:59 +0000)]
IVGCVSW-4424 Set minimum timeout for SendThread in WaitingForAck state

Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: Iee7de5040e355933b7e14a39d44e9d51b30427c8

4 years agoIVGCVSW-4328 BufferManager running out of buffers crashes application
Sadik Armagan [Mon, 10 Feb 2020 12:24:15 +0000 (12:24 +0000)]
IVGCVSW-4328 BufferManager running out of buffers crashes application

* Refactored SendCounterPacket classes, separated SendCounterPacket from Send thread
* Created ISendThread.hpp, IConsumer, SendThread.hpp and SendThread.cpp
* Injected IConsumer to BufferManager to notify SendThread when packet is ready to read

Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I80f0bb8b8401c6bfd1611f7760217c6fe35d7ad8

4 years agoIVGCVSW-4409 Fix TfLiteParser to handle all datatypes correctly
Ryan OShea [Fri, 7 Feb 2020 17:22:22 +0000 (17:22 +0000)]
IVGCVSW-4409 Fix TfLiteParser to handle all datatypes correctly

 * Added check for QAsymmS8 datatype for Per-Tensor quantization

Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com>
Change-Id: I902aa3863dd5cefdce90e68be8a5750dd6ff9e54

4 years agoClean up header inclusion in CL workloads.
Matthew Bentham [Wed, 5 Feb 2020 21:39:55 +0000 (21:39 +0000)]
Clean up header inclusion in CL workloads.

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

4 years agoSuppress warnings from OpenCL include folder.
Matthew Bentham [Wed, 5 Feb 2020 22:15:26 +0000 (22:15 +0000)]
Suppress warnings from OpenCL include folder.

Fixes an odd compiler warning with half.hpp when included
from ComputeLibrary/include directory.

Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I17d251bb68384c357ffb93ea8e63333564aba659

4 years agoIVGCVSW-4400 Adding invocation of the back to Profiling Service initialisation
David Monahan [Fri, 7 Feb 2020 12:01:05 +0000 (12:01 +0000)]
IVGCVSW-4400 Adding invocation of the back to Profiling Service initialisation

Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I5f3bb4c9cde1cca11b8f6201ab559c2960eb32c0

4 years agoIVGCVSW-4319 Implement Counter Status Querying
James Conroy [Thu, 6 Feb 2020 18:34:52 +0000 (18:34 +0000)]
IVGCVSW-4319 Implement Counter Status Querying

* Adds implementations for GetCounterStatus and
  GetActiveCounters.
* Adds CheckCounterStatusQuery in ProfilingTests.
* Modifies Holder and ProfilingService to open
  up access to CaptureData for use by
  BackendProfiling.

Signed-off-by: James Conroy <james.conroy@arm.com>
Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: Iec47952545c0072a71088b12ca3dc31673fa9c51

4 years agoIVGCVSW-4402 Modify the signature of CreateBackendProfilingContext
Narumol Prangnawarat [Mon, 10 Feb 2020 10:05:50 +0000 (10:05 +0000)]
IVGCVSW-4402 Modify the signature of CreateBackendProfilingContext
             as the signature in IBackendInternal is changed to remove const

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I773cbc36f49bde13e498a05399d55ca9b0343d31

4 years agoIVGCVSW-4386 Add ArmNN reference support for QAsymmS8
Ryan OShea [Fri, 7 Feb 2020 10:06:33 +0000 (10:06 +0000)]
IVGCVSW-4386 Add ArmNN reference support for QAsymmS8

 * 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

4 years agoIVGCVSW-4402 add boost and armnn path to sample dynamic backend
Narumol Prangnawarat [Fri, 7 Feb 2020 10:28:31 +0000 (10:28 +0000)]
IVGCVSW-4402 add boost and armnn path to sample dynamic backend

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ibeed3301352d8f15e144f8466d8a26b21c744b84

4 years agoIVGCVSW-4418 disable unused variable and parameter warning for Caffe protobuf cc
Narumol Prangnawarat [Fri, 7 Feb 2020 09:46:31 +0000 (09:46 +0000)]
IVGCVSW-4418 disable unused variable and parameter warning for Caffe protobuf cc

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I903b75276b0c98894d8116a3d244103a910efa63

4 years agoMLCE-139: add capability to align corners for bilinear resize
Sang-Hoon Park [Wed, 8 Jan 2020 10:25:24 +0000 (10:25 +0000)]
MLCE-139: add capability to align corners for bilinear resize

* 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

4 years agoUpdate ACL pin to c971cf1034a61875c8e8c87d48634cbfac3865fd
Teresa Charlin [Fri, 7 Feb 2020 09:06:28 +0000 (09:06 +0000)]
Update ACL pin to c971cf1034a61875c8e8c87d48634cbfac3865fd

* COMPMID-3090: Fail NEON/ColorConvert/RGBtoU8

Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I551e5a6e4d755a52e67298b94c44ede61c8431c0

4 years agoIVGCVSW-4317 Implement the Profiling Context Initialisation
Colm Donelan [Wed, 5 Feb 2020 17:48:59 +0000 (17:48 +0000)]
IVGCVSW-4317 Implement the Profiling Context Initialisation

* Call CreateBackendProfilingContext on each backend from Runtime passing
  an instance of the BackendProfiling interface.
* Modify the signature of CreateBackendProfilingContext to remove const
  and return a shared_ptr to BackendProfilingContext
* Add concrete BackendProfiling class.
* Store BackendProfilingContexts in Profiling service.

Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I975eaa2093ae91fa623835f65f9e5b25eb65117a

4 years agoUpdate ACL pin to 4bce11548268b9a10b0f06eff3cff9ae06d5b9dd
Kevin May [Thu, 6 Feb 2020 09:16:45 +0000 (09:16 +0000)]
Update ACL pin to 4bce11548268b9a10b0f06eff3cff9ae06d5b9dd

* COMPMID-3063: Address Custom Convolution failures

Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I9fce935d72aca67198ab381351828cd016c0c41d

4 years agoIVGCVSW-4404 Add libraries to sample dynamic backend for android
Narumol Prangnawarat [Tue, 4 Feb 2020 14:45:41 +0000 (14:45 +0000)]
IVGCVSW-4404 Add libraries to sample dynamic backend for android

 * Add Boost and armnn paths
 * Add CreateBackendProfilingContext, CreateWorkloadFactory,
   CreateBackendProfilingContext

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ib36d751b15450a922c12895e292abafe06f9e7cf

4 years agoIVGCVSW-4389 Enable ClTuner in ClContextControl
Derek Lamberti [Tue, 4 Feb 2020 14:49:16 +0000 (14:49 +0000)]
IVGCVSW-4389 Enable ClTuner in ClContextControl

Change-Id: If169736c4523a92f9aa10eac13e320eb41088624
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
4 years agoClean up header usage a bit in NEON backend
Matthew Bentham [Fri, 24 Jan 2020 23:11:43 +0000 (23:11 +0000)]
Clean up header usage a bit in NEON backend

Including NEFunctions.h is unnecessary and adds about a second
to compile time each translation unit in which it appears,
so we should use just the header file with the arm compute function
declarations that we need.

Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: I605d0eb82ccf2aafa35381a5d9d54337d3fe17a7

4 years agoBuild graph->inputIds/outputIds with layerBindingId instead of layerIndex
Tee Jung [Tue, 5 Nov 2019 10:48:25 +0000 (10:48 +0000)]
Build graph->inputIds/outputIds with layerBindingId instead of layerIndex

Signed-off-by: Jung Tae-young tee.ty.jung@openedges.com
Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com>
Change-Id: I25ceeca70e72fad88ab039aed5a5ab6a7cc08c6c
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
4 years agoGithub #273 Handle failure to initialise BackendContext in Runtime
Matthew Bentham [Tue, 4 Feb 2020 10:03:55 +0000 (10:03 +0000)]
Github #273 Handle failure to initialise BackendContext in Runtime

Define CreateBackendContext to throw BackendUnavailableException
if necessary runtime components are missing.

Handle this in the constructor of Runtime by not adding those
backends to the internal DeviceSpec owned by the Runtime.

Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: Iadffb5240e32e1f105683c4d361276b92d1e720c

4 years agoIVGCVSW-4390 Refactor QUANTIZE to make use of Decoder/Encoder types
Keith Davis [Tue, 4 Feb 2020 09:31:47 +0000 (09:31 +0000)]
IVGCVSW-4390 Refactor QUANTIZE to make use of Decoder/Encoder types

 * Fix bug where QSymmS8 is duplicated and F16 is missing

Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I312815868e74a9dff913bac052f1a86585644098

4 years agoIVGCVSW-4365 Update ACL pin to 5c829cab49b0dcffd893065af05f0bf028e7a548
Teresa Charlin [Mon, 3 Feb 2020 18:15:00 +0000 (18:15 +0000)]
IVGCVSW-4365 Update ACL pin to 5c829cab49b0dcffd893065af05f0bf028e7a548
* Fix CTS for ArgMinMax

Change-Id: I61ac4f80550bc3cbf2e19af5e602e3070c43ea1d
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
4 years agoIVGCVSW-4399 Create Sample Dynamic backend
Narumol Prangnawarat [Mon, 3 Feb 2020 12:29:56 +0000 (12:29 +0000)]
IVGCVSW-4399 Create Sample Dynamic backend

 * Move IWorkload and WorkloadInfo to include/armnn/backends
 * Add simple sample dynamic backend with addition workload
 * Add sample example to run dynamic backend
 * Unit tests

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I0753ce35b8e8a6223a1471388b49246d82438a44

4 years agoIVGCVSW-4334 Wire Signed Quantized 8 bit type into ACL
Keith Davis [Mon, 3 Feb 2020 14:47:54 +0000 (14:47 +0000)]
IVGCVSW-4334 Wire Signed Quantized 8 bit type into ACL

 * Add QSymmS8 LayerSupport tests for all backends
 * Update BatchNormalization IsLayerSupport Bias' QSymmS8 case

Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Ib66befe11f9df5956869eb80699fc415a4d3fa16

4 years agoIVGCVSW-4393 Register backend counters
Jim Flynn [Sun, 2 Feb 2020 12:52:59 +0000 (12:52 +0000)]
IVGCVSW-4393 Register backend counters

Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I419ecc2fce4b7e0fcaeb6d1f9cb687c0b660125d
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
4 years agoIVGCVSW-4394 Add CounterIdMap to Profiling Service
Jim Flynn [Thu, 30 Jan 2020 14:10:55 +0000 (14:10 +0000)]
IVGCVSW-4394 Add CounterIdMap to Profiling Service

Change-Id: I416397a7855fe45319b4801252e141b78f0325f0
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
4 years agoIVGCVSW-4390 Refactor QUANTIZE to make use of Decoder/Encoder types
Keith Davis [Wed, 29 Jan 2020 16:52:59 +0000 (16:52 +0000)]
IVGCVSW-4390 Refactor QUANTIZE to make use of Decoder/Encoder types

 * 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

4 years agoIVGCVSW-4388 Update ACL pin to 6a342648ae50beb8457871862f14fc9baef6b74f
Teresa Charlin [Fri, 31 Jan 2020 10:21:44 +0000 (10:21 +0000)]
IVGCVSW-4388 Update ACL pin to 6a342648ae50beb8457871862f14fc9baef6b74f

!android-nn-driver:2671

Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ifeb6be7812fbb98b37f2a1439bfd5a3215de2a62

4 years agoIVGCVSW-4196 Add condition to check to add common source for Android
Narumol Prangnawarat [Fri, 31 Jan 2020 11:59:06 +0000 (11:59 +0000)]
IVGCVSW-4196 Add condition to check to add common source for Android
             to dynamic reference CMakeLists

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I7a60903e2af0fdbceabbad312616ecc049f9701d

4 years agoIVGCVSW-4171 Temporarily disable DumpOutgoingValidFileEndToEnd unit test
Jan Eilers [Thu, 30 Jan 2020 13:50:36 +0000 (13:50 +0000)]
IVGCVSW-4171 Temporarily disable DumpOutgoingValidFileEndToEnd unit test

* Test causes intermittent failures on CI system
* Temporarily disabled until fix is found

Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I689a4688d64040d557c63829a765d2c07c4fac3a

4 years agoIVGCVSW-4391 Add Global/Backend Counter ID map
David Monahan [Thu, 30 Jan 2020 12:44:23 +0000 (12:44 +0000)]
IVGCVSW-4391 Add Global/Backend Counter ID map

Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I943e02bc2026564e3a19d03e81ba75850d204497

4 years agoIVGCVSW-4322 Remove deprecated AbsLayer and RsqrtLayer and add source
Narumol Prangnawarat [Tue, 28 Jan 2020 16:50:13 +0000 (16:50 +0000)]
IVGCVSW-4322 Remove deprecated AbsLayer and RsqrtLayer and add source
             for all environment to dynamic reference backend CMakeLists

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I2db1f48597b2af08c9d6d8d052ca08e885e51563

4 years agoIVGCVSW-4149 Enable quantisation multiplier > 1 in all convolutions
Ryan OShea [Wed, 29 Jan 2020 16:19:55 +0000 (16:19 +0000)]
IVGCVSW-4149 Enable quantisation multiplier > 1 in all convolutions

Signed-off-by: Ryan OShea <Ryan.OShea2@arm.com>
Change-Id: I9652844a868ce8e05c0433c051e7079cf203c422

4 years agoIVGCVSW-4316 First draft of IBackendProfiling and IBackendProfilingContext
Colm Donelan [Wed, 29 Jan 2020 15:22:43 +0000 (15:22 +0000)]
IVGCVSW-4316 First draft of IBackendProfiling and IBackendProfilingContext

* Introduce two new backend profiling interfaces IBackendProfiling
  and IBackendProfilingContext.
* Add a mechanism to pull a context from a backend through IBackendInternal
* Update CL, Neon and Ref backends to return an empty profiling backend.

Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I6e7438fcb126ad7a073a226862dc44836c9998b7

4 years agoIVGCVSW-4152 Remove check for QAsymm8 in ArgMinMax CL layer support
Ryan OShea [Thu, 23 Jan 2020 11:56:05 +0000 (11:56 +0000)]
IVGCVSW-4152 Remove check for QAsymm8 in ArgMinMax CL layer support

 * Added ClLayerTests
 * Added ClEndToEndTests

Signed-off-by: Ryan OShea <ryaosh02@e121865.galway.arm.com>
Change-Id: I1512ebae248dee9a0e6a8c4f52ecf99f677a22c6

4 years agoIVGCVSW-4306 Verify the tflite Yolo v3
Keith Davis [Mon, 27 Jan 2020 15:24:59 +0000 (15:24 +0000)]
IVGCVSW-4306 Verify the tflite Yolo v3

 * Added debug layer support for QSymmS8
 * QSymmS8 support for workloads

Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I51af92fadc0be290629dd9198beab5abef9e351f

4 years agoIVGCVSW-4335 Add support for per-channel QSymm8 to TfLite parser
Keith Davis [Wed, 22 Jan 2020 11:57:54 +0000 (11:57 +0000)]
IVGCVSW-4335 Add support for per-channel QSymm8 to TfLite parser

Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I52f777f56138a27655a821aff376ecd0d3d23511

4 years agoIVGCVSW-4360 Update ACL pin to 19bd412fd044197726dbd8c756dbd74a9e33fd2b
Teresa Charlin [Tue, 21 Jan 2020 13:29:22 +0000 (13:29 +0000)]
IVGCVSW-4360 Update ACL pin to 19bd412fd044197726dbd8c756dbd74a9e33fd2b

!android-nn-driver:2614

Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I3b4019cb562bd13cc661d9c175de4e3e1adea9a2

4 years agoIVGCVSW-4369 Add default offset and scale to IsLayerSupportedTestImpl
Teresa Charlin [Tue, 28 Jan 2020 12:24:34 +0000 (12:24 +0000)]
IVGCVSW-4369 Add default offset and scale to IsLayerSupportedTestImpl

*Fix IsLayerSupportedUint8Cl failure due to scale=0

Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I6e5125eccdd495a9c98b434837d1e9ab371a4e8e

4 years agoIVGCVSW-4316 Promote ISendTimelinePacket and IProfilingGuidGenerator
Colm Donelan [Fri, 24 Jan 2020 16:27:02 +0000 (16:27 +0000)]
IVGCVSW-4316 Promote ISendTimelinePacket and IProfilingGuidGenerator

As part of IVGCVSW-4316 we need to expose ISendTimelinePacket and
IProfilingGuidGenerator to enable them to be used by backends for
profiling. This also required moving ProfilingRelationshipType from
ProfilingUtils.

Signed-off-by: Colm Donelan <Colm.Donelan@arm.com>
Change-Id: I58cc64e32ecfffa5231c9d2028522ed58d0ddf31

4 years agoIVGCVSW-4313 Add Android case to dynamic reference CMakeLists
Narumol Prangnawarat [Mon, 27 Jan 2020 14:13:03 +0000 (14:13 +0000)]
IVGCVSW-4313 Add Android case to dynamic reference CMakeLists

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I10724f2874018fb214cd12c3aef45be5347a8306

4 years agoIVGCVSW-4380 Add NEON backend support for BatchToSpaceNd
Mike Kelly [Mon, 27 Jan 2020 12:14:47 +0000 (12:14 +0000)]
IVGCVSW-4380 Add NEON backend support for BatchToSpaceNd

 * Added NeonBatchToSpaceNdWorkload class.
 * Added CreateBatchToSpaceNd implementation to NeonWorkloadFactory.
 * Added IsBatchToSpaceNdSupported implementation to NeonLayerSupport.
 * Enabled BatchToSpaceNd tests on Neon backend.

Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I179feefaa67dc87a03fcbe52e5df100c1188f9a5

4 years agoIVGCVSW-4262 Use ACL Permute and Reshape Validate function in Neon and CL
Kevin May [Thu, 12 Dec 2019 17:28:05 +0000 (17:28 +0000)]
IVGCVSW-4262 Use ACL Permute and Reshape Validate function in Neon and CL

!android-nn-driver:2642

Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: Ibabb73c0ae0df2e530a68398f75c76e6b80c0701

4 years agoUpdates to Filesystem.cpp/hpp and NetworkSockets.cpp/hpp to fix failing master
David Monahan [Fri, 24 Jan 2020 09:13:33 +0000 (09:13 +0000)]
Updates to Filesystem.cpp/hpp and NetworkSockets.cpp/hpp to fix failing master

Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I566c29754aa586167a938d2c2b4e5069a39b5e50

4 years agoMLCE-156: Add Division workload in CpuAcc
Pablo Tello [Thu, 23 Jan 2020 10:37:17 +0000 (10:37 +0000)]
MLCE-156: Add Division workload in CpuAcc

Change-Id: I1f228fcaf1077867d9755a2b850c6703387fab34
Signed-off-by: Pablo Tello <pablo.tello@arm.com>
4 years agoIVGCVSW-4374 Add NEON backend support for SpaceToBatchNd
Mike Kelly [Fri, 24 Jan 2020 11:27:50 +0000 (11:27 +0000)]
IVGCVSW-4374 Add NEON backend support for SpaceToBatchNd

 * Added NeonSpaceToBatchNdWorkload class.
 * Added CreateSpaceToBatchNd implementation to NeonWorkloadFactory.
 * Added IsSpaceToBatchNdSupported implementation to NeonLayerSupport.
 * Enabled SpaceToBatchNd tests on Neon backend.

Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: Ic7d469a380482ec9febd44450f72dd7e53cda03f

4 years agoAdd ARMNN_DLLEXPORT macro to import/export static data symbols on Windows
Rob Hughes [Tue, 7 Jan 2020 09:40:12 +0000 (09:40 +0000)]
Add ARMNN_DLLEXPORT macro to import/export static data symbols on Windows

Armnn has several static data symbols that are needed by the unit tests.
These are now explicitly marked for import when that header is included
from the unit test code.

See also https://cmake.org/cmake/help/v3.4/prop_tgt/WINDOWS_EXPORT_ALL_SYMBOLS.html.

Change-Id: I4e71ba659b6321659a1396125b5a9c271578040f
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
4 years agoIVGCVSW-4370 Deprecate DataType::QuantizedSymm8PerAxis
Derek Lamberti [Wed, 22 Jan 2020 15:37:29 +0000 (15:37 +0000)]
IVGCVSW-4370 Deprecate DataType::QuantizedSymm8PerAxis

!android-nn-driver:2622

Change-Id: If99d3eff71ff66ba28af1e5af248299fe04511b9
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
4 years agoIVGCVSW-4259 Add frontend and reference workload for UnaryOperationLayer
josh minor [Mon, 6 Jan 2020 22:40:46 +0000 (16:40 -0600)]
IVGCVSW-4259 Add frontend and reference workload for UnaryOperationLayer

* 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>
4 years agoIVGCVSW-4268 Print all Descriptors on dot graph
Teresa Charlin [Thu, 23 Jan 2020 11:44:24 +0000 (11:44 +0000)]
IVGCVSW-4268 Print all Descriptors on dot graph

Change-Id: I82a7dcffc3771efa8350e2e1e22cfb20969551f9
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
4 years agoAdd check to NetworkSockets.cpp to fix failing Android build
David Monahan [Wed, 22 Jan 2020 15:40:34 +0000 (15:40 +0000)]
Add check to NetworkSockets.cpp to fix failing Android build

Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ieaa91fae464047c6eeff557b4e01dac09653473d

4 years agoAdd thin abstraction layer for processes and filesystem
Rob Hughes [Tue, 7 Jan 2020 17:05:24 +0000 (17:05 +0000)]
Add thin abstraction layer for processes and filesystem

This is used instead of some hardcoded Unix calls and means this code
now works on Windows

(This is a rework of a previous patch which used boost, now that I have
been informed that we are trying to move towards removing boost).

Change-Id: Ib0d11055279bbd7b710f086e9890369e3ecbfe9a
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
4 years agoAdd thin abstraction layer for network sockets
Rob Hughes [Mon, 13 Jan 2020 11:14:59 +0000 (11:14 +0000)]
Add thin abstraction layer for network sockets

This makes SocketProfilingConnection and GatordMock work on Windows as
well as Linux

Change-Id: I4b10c079b653a1c3f61eb20694e5b5f8a6f5fdfb
Signed-off-by: Robert Hughes <robert.hughes@arm.com>
4 years agoIVGCVSW-4364 Only apply deprecated attribute where available
Derek Lamberti [Tue, 21 Jan 2020 13:43:21 +0000 (13:43 +0000)]
IVGCVSW-4364 Only apply deprecated attribute where available

Change-Id: Ifde03ea6d9057db0949acad95560be8852c05f73
Signed-off-by: Derek Lamberti <derek.lamberti@arm.com>
4 years agoIVGCVSW-4239 Remove dynamic link to libOpenCL.so
Francis Murtagh [Fri, 17 Jan 2020 11:18:01 +0000 (11:18 +0000)]
IVGCVSW-4239 Remove dynamic link to libOpenCL.so

 * Instead rely on ACL's dlopen() to dynamically load the libraries

Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I2b451c1c382f3baf51665da9add8f2415353849a
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
4 years agoIVGCVSW-4331 Calling RemoveDebugLayers can break connections
Mike Kelly [Mon, 20 Jan 2020 17:18:18 +0000 (17:18 +0000)]
IVGCVSW-4331 Calling RemoveDebugLayers can break connections

 * Changed RemoveDebugLayers to move all connections from its OutputSlot.

Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I3c649e3f660804ca48f3c2af993a5af6a7ed4d4a

4 years agoRemove inclusion of ArmNN.hpp where it is unnecessary.
Matthew Bentham [Mon, 20 Jan 2020 16:16:06 +0000 (16:16 +0000)]
Remove inclusion of ArmNN.hpp where it is unnecessary.

Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: Idb583f8de4470eefb47c90189cd3c90e74e0440a

4 years agoRemove use of ArmNN.hpp where it is unnecessary.
Matthew Bentham [Mon, 20 Jan 2020 10:09:09 +0000 (10:09 +0000)]
Remove use of ArmNN.hpp where it is unnecessary.

Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: I6c90eab1c6bad76d5c7b3bf094998fa4b454bcd1

4 years agoRemove use of ArmNN.hpp from other public headers
Matthew Bentham [Fri, 17 Jan 2020 11:47:42 +0000 (11:47 +0000)]
Remove use of ArmNN.hpp from other public headers

Also remove it from armnnSerializer and armnnUtils.

In general code within Arm NN should only include exactly what it needs.
This will help keep compile times down, and reduces the need for a
complete rebuild when anything in the public headers changes.

ArmNN.hpp should only be provided as a convenience for user code where the
user doesn't know enough of the API to decide which specific headers
they need.

Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: I4ffcaa7662af4f88a1babf2bf17d03da6f77d665

4 years agoIVGCVSW-4106 Network not failing when Inference time is greater than threshold time
Nikhil Raj [Mon, 20 Jan 2020 11:50:16 +0000 (11:50 +0000)]
IVGCVSW-4106 Network not failing when Inference time is greater than threshold time

Signed-off-by: Nikhil Raj <nikraj01@e110586.galway.arm.com>
Change-Id: I4e5f96cb3a843a4ae29bad539c0eed42282344a8

4 years agoAdd Signed32 to debug layer
Narumol Prangnawarat [Thu, 9 Jan 2020 10:16:39 +0000 (10:16 +0000)]
Add Signed32 to debug layer

Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Iedfc196bfd18e8280e99a06db68df9c15c8ea835