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* Originated from a GitHub issue: https://github.com/ARM-software/armnn/issues/667
* Initially, Arm NN supports the pool 2D operation because there is no padding
on the pool2d. Neon failure occurs when padding is followed by average pool 2D
due to folding optimization.
* Here we prevent the folding optimization from happening for the above special case
and add it in as a backend specific optimization.
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: Ia0fd90c3a6b4b9d29c81106f154617d2e893e26b
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* Descriptors added for BatchMatMul
* Layer definition added
* Input validation added (will likely change when opt. param support comes in)
* Ref workload implementation for BatchMatMul added (will also change with opt. param support)
* Ref layer tests made for BatchMatMul
* CMake and other build files updated
Signed-off-by: Samuel Yap <samuel.yap@arm.com>
Change-Id: Ic885301da543ee0fbe7922b85e7f9658c4efc617
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Fp32NetworkToBf16Converter
* Fuse FP32ToBF16Layers with Constant Layer so Conv2d/FullyConnected
can have their weights redirected.
* If BF16 Unsupported in Conv2d || FullyConnected revert fused
Constant Layer to FP32
Change-Id: If523c708a822659d64597d9ae39cca1c2f84b76f
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* Remove ARMNN_TF_LITE_DELEGATE and DARMNN_TF_LITE_DELEGATE
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I3fc08da3fa0b733e6791c42f6bc59494f2bc26a6
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* ExecutionData holds a void* which can be assigned to data required
for execution in a backend. WorkingMemDescriptors are used in the Ref
backend which hold TensorHandles for inputs and outputs.
* Updated ExecuteAsync functions to take ExecutionData.
* Added CreateExecutionData and UpdateExectutionData to IBackendInternal.
* Streamlined experimental IWorkingMemHandle API by removing map related
function and unused m_workingMemDescriptorMap from WorkingMemHandle.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I54b0aab12872011743a141eb42dae200227769af
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I58b2c3fa846795cb2d0f88465c645c0a2fdf7fdc
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* adds a version script to hide away all symbols that
are not required to use the interface
* the main purpose of the jni interface is to enable the
delegate to be used in android apps
* Add static building to patch - see patch 7 for JNI patch only
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I9bb2d698b5fdb0d1b30cf79e6f19746310cd61b2
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I9ccaefbe28ea572e9e2b4a2168574804667f7460
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Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I20e22821b6d4532953ddec2a8eac2a0f09e8013b
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* Updated Serializer CMakeLists.txt to build armnnSerializerObj
* Added constant tensors as input support to SL
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I22f6cf50147d99a01f7fe70d7446b114a4c57af3
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* Removed the pre-generated ArmnnSchema_generated.h
* This version was generated using flatbuffers v1.12.0 and it contains
code that's incompatible with newer versions
* Android.mk will look for ArmnnSchema_generated.h in the armnnGenerated
directory in the armnn directory.
* The Serializer and Deserializer will look for ArmnnSchema_generated.h
in the armnnGenerated directory.
!android-nn-driver:7626
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I13ff6b6c78740cf1f82750f56caab83200e6a3e5
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
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* No trailing permute layer after a constant layer
* Unit test for optimization
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I0d098f5af41d2c55df7cef1ccfb848093320ddc1
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* 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>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I8142072f104b23c6eaf80b54cf6ddfa0393c4921
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ibab3525d53edbdf6a48e43b2bf668fcd2efaba58
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* Add front end
* Add reference workload
* Add unit tests
* Add EndToEnd test
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I4cebd17b18476df86162e2dda3366c10e80bd2f8
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Change-Id: Ice69c2a22f589f68d302f80500dfe4e514a796d2
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: Icc2f83c5f27f413758fee3e5c1445e9fc44f42c8
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Add map file generation to ArmNN for debug mode
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I10ae17cd0e1d83a903eaebd95e2b06d0aa771f96
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Change-Id: I2368aade38ad3808fab55d8a86cd659d4e95d91e
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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!android-nn-driver:7337
Change-Id: Ide401623829cc99fb9b51e9bbce3482ce706a8dd
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: Ib14fdcca15f40fedc0f992b0fd882458dc58c9ba
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I18b8ca22896567904768170350ee5eb22edd4a22
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I13353f50293eae565a75ccfda37209350512bbc6
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I7ab32f2998c2bc25fee8831d4be724286263b4b3
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Change-Id: I87ce3a1306eced9fc347cc383d9c7bc8994f0b0c
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Change-Id: I00521756c8a19d10bfdc98c6ef4204c7f84901c6
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I82f3bd99b3c1d4d8a013b1e987a533a8071fbeea
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Change-Id: I30a46f3368bbbf33019eac4fa1245f6ff69deacd
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
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* Remove LayerSupport.hpp which was replaced with ILayerSupport interface
and the BackendHelper.hpp GetILayerSupportByBackendId() function
* Fix bug in backend helper where value of Optional was passed even if
Optional had no value.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I03f1f693abe927a14c1942ef7e21edccc8357b35
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* Move MemCopyTestImpl.hpp from src/backends/aclCommon/test/ to
include/armnnTestutils.
* Refactor MemCopyTests in aclCommon, cl and Neon.
* Introduce RefMemCopyTests to exercise this utility in x86 builds.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I8824f013d3656658ed0a2904bb79384e3af68641
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* Added PADV2 support to TFLite Parser
* Added PADV2 unit tests
* Updated Parser Docs
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I06ea9a6ceddc38cdb89204c019432257d3f58e4c
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* Make subgraphview a public interface for backends.
Change-Id: I615a29ffec41e947215c3d29c2d7d214e327fb90
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
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* New Virtual Function Added.
* Implemented in Ref Neon CL with switch statement for all layers.
* Deprecate original IsXXXLayerSupported functions.
* Ensure Npu not broken with change.
Change-Id: Icf61b16beec83d6af1cb287e24ab1e98a6138c8c
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
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subgraph #0 error: Operator not supported
* Added missing support for reshape operator in tflite parser when
the target shape is dynamic and batch size is unknown
* Added corresponding unit test
Change-Id: I35e159c9c70440168c6092d2ad02828bb2b81cd9
Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
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* Created include/armnnTestUtils directory
* Moved Arm NN test utils files into armnnTestUtils directory
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I03ac54c645c41c52650c4c03b6a58fb1481fef5d
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subgraph #0 error: Operator not supported"
This reverts commit 9fc259682c8b85af58bda42e87703bbec5ae57ce.
Fixes: IVGCVSW-6644 ExecuteNetwork tests failing with invalid input shape in Reshape layer
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I561e0bd9ed1b92491cb8a08635042e199dd661d8
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error: Operator not supported
* Added missing support for reshape operator in tflite parser when the target shape is dynamic and batch size is unknown
* Added corresponding unit test
Change-Id: I78f4b386f2e5e0d08ecacde17e33e304f6afbb70
Signed-off-by: Tamas Nyiri <tamas.nyiri@arm.com>
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* Moved CompatibleTypes.hpp to include folder
* Added implementation file to source CompatibleTypes.cpp
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I94d2bffdb82a0592943f497d4f57972151d9f2db
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Subtask of story: IVGCVSW-6164 Add a Pooling3d FrontEnd and Ref Implementation
* Add serialization support
* Add deserialization support
* Add corresponding unit tests
Change-Id: I7cce5421f0a9b7c47a03524e733f3315131ba125
Signed-off-by: Tamas Nyiri <tamas.nyiri@arm.com>
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Subtask of story: IVGCVSW-6164 Add a Pooling3d FrontEnd and Ref Implementation
* Add front end
* Add reference workload
* Add corresponding unit tests
Change-Id: Icce4146dd0a06a1da46a2def00a82d343e171750
Signed-off-by: Tamas Nyiri <tamas.nyiri@arm.com>
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* Move TContainer to armnnUtils library
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I3c0f895d11b66f6ee224ac689a19d0477f990b98
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Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ia1c97adb401c5381341408ec1e4da287ef2d48fe
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Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I7b9ef68fa19d020c541cdc5d27effe35aeb66993
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ia7dbf0735619d406d6b4e34a71f14f20d92586e6
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I3c6979c72d44a15fb2dc3afc22ac30d1428684b0
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* Added CONV_3D operator support.
* Fixed TfLiteParser test issue where QAsymmU8 tests were incorrectly
using the Boolean comparison function.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I9db03b54b6de63f918717af80c5ac5310fe26183
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I435723160e9b639a70e0b48ee9d722d306461291
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* Removes deprecated AddLayer, IsLayerSupported functions
* Marks the whole LayerVisitor class as deprecated not just the
constructor. This required to wrap all Accept functions in a
no deprecate macro because the LayerVisitor is used as a parameter in
there
* Removes usage of deprecated LayerVisitor and replaces it
with ExecuteStrategy. This required a few structural changes
in the unit tests
* Adds a default implementation for IStrategy called StrategyBase
* Changes pyarmnn to use non deprecated constructor for
INetworkProperties and adds related unit test
* Marks usage of deprecated code in pyarmnn as deprecated. This
required to extend INetworkProperties to allow backwards compatibility
* Removes deprecated functions from CpuAcc, GpuAcc and Ref backends
Note: This patch breaks compatibility with backends that are not
updated in this patch
!android-nn-driver:6325
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Id13b6f37a74d26eadeda2da1dc92915e725ed5a5
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* Added front-end
* Added Reference workload
* Added Serializer & Deserializer support
* Added unit tests
* Added NDHWC DataLayout
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Iec4d39e7433b5334d52fa44cf8efc6bcd39319d8
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