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2022-06-17Update Doxygen project number for 22.05 patch releasev22.05.01branches/armnn_22_05Nikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: If22b8fb0013c70fe228fdba446e34962ae5fc421
2022-06-16IVGCVSW-6946 Add Pool3D to tflite delegateRyan OShea
* Add new test and test helper for Pool3d * Add new custom operator to switch in armnn_delegate.cpp * Add new pool3d function to pooling.hpp * Update doxygen Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: I77a541bf423b337c749e70c564cdd727efe2fd05
2022-05-23Improve front-facing documentationv22.05James Conroy
* Cleanup and make homepage docs more concise and direct * Highlight use of the TF Lite Delegate, guides and AI Tech talk Signed-off-by: James Conroy <james.conroy@arm.com> Change-Id: I7d0221bf804dd1769568beccbca93d23cdba24b6
2022-05-19IVGCVSW-6147 ConstTensorsAsInput: Optimizer - FusePermuteIntoConstLayerCathal Corbett
* No trailing permute layer after a constant layer * Unit test for optimization Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I0d098f5af41d2c55df7cef1ccfb848093320ddc1
2022-05-19IVGCVSW-6455 Support Const + Dequantize layer and optimize it.Teresa Charlin
* Support Float16 as input to Dequantize layer * Add Optimization to substitute Const+Dequantize layers with Const layer Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I58bb7e3871ca480c7b6fca93c4efb2de84e09e64 Signed-off-by: David <david.monahan@arm.com>
2022-05-19IVGCVSW-6929 Support for models with implicit expandedMike Kelly
dimensions * Added allow-expanded-dims to TFLite parser and ArmNN delegate * If true ArmNN will disregard dimensions with a size of 1 when validating tensor shapes. Tensor sizes must still match. * This allows us to support models where tensors have expanded dimensions (i.e. extra dimensions with a size of 1). * Fixed bug in Network where it assumed that only the first option could be ShapeInferenceMethod. * Fixed bug where m_ShapeInferenceMethod was lost when copying or moving Graphs. * Changed Delegate to pass "infer-output-shape", "allow-expanded-dims" and other BackendOptions through to the Network during construction. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ibe7c5ae6597796fc9164cb07bd372bd7f8f8cacf
2022-05-19Remove use of PostAllocationConfigure from ExecuteAsync callsFinn Williams
* Resolves: IVGCVSW-6952 Signed-off-by: Finn Williams <finn.williams@arm.com> Change-Id: Ic85bd5267cf94e0ee8461ff4e62b9db3cb80877a
2022-05-19IVGCVSW-6126 ConstTensorsAsInput: Conv2d - BackendsCathal Corbett
!android-nn-driver:7477 Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Ibf633ccccc385bd980934ff829407d21981323ef
2022-05-19IVGCVSW-6124 ConstTensorsAsInput: Conv2d - FrontEndKeith Davis
* Update Front-end and Tools. * Updated Serializer, Deserializer and unit tests to reflect this. * Updated TfLiteDelegate, TfLiteParser and OnnxParser. * Updated Ref. * Fixed resulting Neon / CL tests * Unified optimizers for conv2d ops * Optimizer Fix - Fp32ToBf16 * Partial implementation for ACL backends to fix VTS failures !android-nn-driver:7477 Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I5fb18877f7ee32643e15a9818945356274bb401b
2022-05-18Github issue #643 remove use of deprecated standard templatesMatthew Bentham
Remove use of std::unary_function and std::binary_function which were deprecated in C+11. Signed-off-by: Matthew Bentham <matthew.bentham@arm.com> Change-Id: I9e4624f570b475595c9e28bdf185ddcc2ddceb2f
2022-05-18BugFix: Overload Deprecated IsUnidirectionalSequenceLstmSupportedFrancis Murtagh
* Signature change is ABI/API break, overloaded and forwarded to new function. Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I8590a6fd65986b5aeff905c1e761cb5c51042e99
2022-05-17Update Project Number in DoxyfileNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I8d1584478983aeb68f65739a9ad3d4e5d3573a5c
2022-05-13IVGCVSW-6175 Add Pooling3d to NeonRyan OShea
* Add IsSupported for Pooling3d * Add CreateWorkload case for Pooling3d * Create new NeonPooling3dWorkload header and source files * Add Pooling3d workload to NeonWorkloads.hpp * Add float32 tests for Pooling3d workload * Add Uint8 tests for Cl and NE pooling3d Signed-off-by: Ryan OShea <ryan.oshea3@arm.com> Change-Id: Ic992e1233d1eb8db52df2c8446183df1c907bc4d
2022-05-13IVGCVSW-6260 ConstTensorsAsInput: Fully Connected Cl and Neon support.Cathal Corbett
* IVGCVSW-6940 ConstTensorsAsInput: DepthwiseConvolution2d - Complete Neon and Cl Bug Fix * Bug fix to enable Cl and Neon Backend Compatibility ConstantTensorsAsInputs * Updated Cl and Neon FullyConnected workloads to handle constant weights and bias as inputs rather than reading from member variables. * Prevent non const weights and biases passing CL and NEON validate for Depthwise Convolution. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I0f505ff5998a183152f843d0f6cc74327ba920e7
2022-05-12Update ACL pin to branches/arm_compute_22_05Teresa Charlin
Change-Id: I2c23a8d7173b07aa8797a771489599762cba5a16 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
2022-05-12IVGCVSW-6940 ConstTensorsAsInput: DepthwiseConvolution2d - Complete ACLCathal Corbett
* Added backend specific optimization & test for CpuAcc and GpuAcc: PermuteDepthwiseConv2dWeights Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: I600476b2e9c557a39818a574c1091c9d650b21b1
2022-05-12Remove unused function PostAllocationConfigure() from IVGCVSW-6949.Cathal Corbett
* Addressing unresolved comment. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Ia70999582670f2b521e9e2c891831618e476024f
2022-05-11IVGCVSW-6949 Remove use of member variables in RefDepthwiseConv2d workloadTeresa Charlin
* Fixes Segmentation fault in RefDepthwiseConvolution2d workload originated by IVGCVSW-6127 ConstTensorsAsInput DepthwiseConvolution2d Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I019377777ae384bcd193ecab7b8cdf8266e79f45
2022-05-10IVGCVSW-6936 Sqrt for CpuRef, CpuAcc and GpuAccTeresa Charlin
* Add Unit Tests * Bug Fix: add Sqrt to Neon and Cl workload factories Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I0db1d813a4e7d15431e87e825e6d14e61f5ffb7d
2022-05-10IVGCVSW-6861 Add GATHERNd CL workloadTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I8ba7e56062c285c672dcaa9d13be319eb4f1fca6
2022-05-09IVGCVSW-6862 Use same datatype for all containers of indices in NeonGatherNdTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6b1c7c1c499dc93aa58fa9f58b64fb664e8bcc56
2022-05-06IVGCVSW-6929 Fix for segfault in tflite delegateMike Kelly
* It's possible that a model may have an input entry for bias tensors but that the index for those is -1. If it's -1 then it's not present. * Fixed logic error in IsOptionalOperandPresent: it returned false if it was present and true if it was missing. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I45ad8d8552122493c529b1a35a5689416ccfbb71
2022-05-06Wrong variable 'm_ProjectionWeights' is used to check if the pointer is ↵Cathal Corbett
valid from IVGCVSW-4449 * Github issue: https://github.com/ARM-software/armnn/issues/639 Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: If93f2cae101814652664c671417946b94a9f749c
2022-05-06IVGCVSW-6936 Add SQRT support to CLTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib90bade63cd0437329c690b09cf719a2e2bd06a4
2022-05-06IVGCVSW-6862 Modify GATHERNd Neon workloadTeresa Charlin
* Add validate for all layers for GatherNd * Fix convert policy for Mul Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I0f2bae5107607ba3c02b5546f60dd9623cd95853
2022-05-06IVGCVSW-6936 Add SQRT support to NeonTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I195957541069cb52cdd2c8aead0e4a34498a6f38
2022-05-05IVGCVSW-6127 ConstTensorsAsInput: DepthwiseConvolution2dCathal Corbett
!android-nn-driver:7418 * Update Front-end and Tools. * Updated Serializer, Deserializer and unit tests to reflect this. * Updated TfLiteDelegate, TfLiteParser and OnnxParser. * Change NNDriver to new API. * Updated Ref. * Neon and Cl backend partially completed (Backend.cpp files). * Added dynamic or constant input EndToEnd tests. * Added ConstantTensorAsInputMemeberVariableRedirect Optimization. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Ib18b6c10a093042e165e25237dc04a4c67ba82da
2022-05-05Revert "IVGCVSW-6937 Add INT32 support to FLOOR"Teresa Charlin
This reverts commit 38b72e8de898d84a1481e242803da61009719891. * It is not longer needed as this functionality is cover with the commit: IVGCVSW-6938 Do not add Floor when FloorDiv is int32 in Tfliteparser Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Iac757cf9b47d2516804dca2efb347cfbd3282f14
2022-05-05IVGCVSW-6938 Do not add Floor when FloorDiv is int32 in TfliteparserTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I7ce633a66e2ecb72a9cdd1bff690c4195a9a449f
2022-05-05IVGCVSW-6862 Add GATHERNd Neon workloadTeresa Charlin
* Changing the test in the delegate to match one of the unit tests Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I553ca266116ba8ee173fc951ab1ffd2b6eed1428
2022-05-05IVGCVSW-6806 Add Unidirectional Sequence Lstm support to NeonMike Kelly
* Corrected TensorInfo order for IsUnidirectionalSequenceLstmSupported * outputStateOut TensorInfo is not optional. * cellStateOut TensorInfo is not optional. * TensorInfo Order matches other QLSTM/LSTM layers. * Added missing parameters to UnidirectionalSequenceLstmOperator for delegate. * Added quantized UnidirectionalSequenceLstm support to Neon !android-nn-driver:7457 Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I26dde1bb96793dd25eb9081ca5ae5f63752288c4
2022-05-05IVGCVSW-6927 Add missing section to Build Android NDK guideNikhil Raj
* Added building flatbuffer section * Added installing cmake 3.19 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I35925a1dc3c1fdcf3c7b7a1d44f24bd3253c9159
2022-05-04IVGCVSW-6937 Add INT32 support to FLOORTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I6f7cddb2d23c67ae682132d18f98776c074dcb3b
2022-05-04IVGCVSW-6936 Add SQRT support to tflite parserTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I3b1f44c10a3446cfe45a7757d8a98e9788ec5dc0
2022-05-04Update Cross-compilation guideNikhil Raj
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I5c314213d3ac4fe150b0ea41cc9117add7654e50
2022-05-04IVGCVSW-6865 Add GATHERNd to PyArmNNTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I7c80299f539b64682a6a68cd1709089f71600cd9
2022-05-04IVGCVSW-6858 Add GATHERNd Support to the TfLite DelegateTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I56418875b3bb2ae45b5c69bfeaafa1a6126b8085
2022-05-04IVGCVSW-6857 Add GATHERNd Support to the TfLiteParserTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I8142072f104b23c6eaf80b54cf6ddfa0393c4921
2022-05-04IVGCVSW-6856 Add GATHERNd Serializer and DeserializerTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ibab3525d53edbdf6a48e43b2bf668fcd2efaba58
2022-05-03IVGCVSW-6856 Add GATHERNd FrontEnd and Ref ImplementationTeresa Charlin
* Add front end * Add reference workload * Add unit tests * Add EndToEnd test Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I4cebd17b18476df86162e2dda3366c10e80bd2f8
2022-05-03IVGCVSW-6924 Fix shellcheck warningsJames Conroy
* Fix shellcheck warnings, some have been suppressed using shellcheck ignore. Change-Id: Icae175a42bb348a58befb296949edca51713e977 Signed-off-by: James Conroy <james.conroy@arm.com>
2022-04-29IVGCVSW-6930 Fix compile error by changing header file orderingJim Flynn
Signed-off-by: Jim Flynn <jim.flynn@arm.com> Change-Id: Ic7a1cd6e03d4a2c6a717323469d429ca6cb2c914
2022-04-28Fix pyarmnn Unittest failure in MasterNikhil Raj
* Update more-itertools to 8.12 Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I572340793db0e7da993679466d723c61d6d2bab2
2022-04-26Update ACL pin to c827e99fc46521f43719b0c2d1b6f05d66abf68cNikhil Raj
* Update Neon pooling kernel Signed-off-by: Nikhil Raj <nikhil.raj@arm.com> Change-Id: I2d2028b29c69156133d42832a6f8e7e2de7d4363
2022-04-25Update ACL pin to fa6877f94b12ec80235e55bcfe5a9b6fdc009cf0Teresa Charlin
* [CpuGemmConv2d] Extract skip_im2col and skip_col2im computation. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I45ef95e33d8803df6147b7437918151bf67be611
2022-04-22MLCE-604 Add Unidirectional Sequence Lstm support to TFLiteMike Kelly
* Added Unidirectional Sequence Lstm support to TFLite Parser * Added support for float operations with int8 weights to TFLite Parser * Added to Conv2d, Conv3D, DepthwiseConv2D, FullyConnected, TransposeConv and UnidirectionalSequenceLstm * Renamed subgraphIndex to subgraph to fix name-shadowing warning. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I818976ab88abc05dcb4bad246fb4108e6e879283
2022-04-22Update ACL pin to 01a8adebad130517678c2f5e6b97041a6e026048Teresa Charlin
# Fix Duplicate Template in Pooling3dFixture Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ibc92cdf0af6e173005e9d093a301591df126b21e
2022-04-21MLCE-118 Github: loading file in ArmnnDeserializer is quite slowSimon Obute
* Use read() to load model from disk Signed-off-by: Simon Obute <simon.obute@arm.com> Change-Id: I0321fa7716e1887b59063429da7e5a2e66aebe83
2022-04-21Update ACL pin to 5e549fa8ff058eb06cb74de43b9f89a08d0b4a9cTeresa Charlin
# Add CLPool3d Int8 Support Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib5d27bcd55f00c786f8e50ad02b912f62b417a80
2022-04-20add delegate for 32-bit and modify readme.Elham
Signed-off-by: Elham <elham.harirpoush@arm.com> Change-Id: Idc03badf532918925fc59db81a7affab439075f1