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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I4f5016841c31b183440f31c1e177bc41d2b8dbb7
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We currently check that output_shape is an input for transpose conv2d.
If that is an input, we assume that it is constant and attempt to copy
the data into the descriptor. When this data is not constant and instead
comes from the output of another layer we segfault. When not constant
we will use infer output shapes.
* Adds a check into ParseTransposeConv2d that inputs[0] is constant
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: I01176ae22974767a2306a3db749a029ed220d88b
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I8d65673580924907db51d903d9054d1b0914493c
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Previously we were adding a reshape layer to "broadcast" tensors
for elementwise operations. This broadcast was happening too late
and was really just an expand dims. This was breaking the constant
attributes of tensors and layer support of certain backends.
* Remove addition of reshape layer when expanding dimensions
* Replace broadcast function with expand dims to equal rank function
* Fix some error status checks in various layers
* Add new TensorUtil function that expands dims to a defined rank
* Add unit tests to new TensorUtil function
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: I31aca47c98075fef4f86864a15470f5faa55ab8d
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the shape of the network
* Fixed bug where calculated output shape wasn't being recorded in ParseSqueeze.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I8f03a0400323c865e7e8f924d257d6770f809502
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* Added reshape before and after FullyConnected to support dimensions
> 2. This is now consistent with the Delegate and TfLiteParser.
* Refactored AddFullyConnected method to remove duplicate code.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I04dfeb38dbcac096c5fcd9dcb5e3821d38ce6550
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I50d6191bd39c1f9192adffb11dfab43bf398ae36
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Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I2a0044096a735def95f7b0225b4e61eb8e2f6bea
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* The test cases that use DebugTestImpl were creating temporary files
but not cleaning them up after running.
* Refactored FileSystem to extract a common RemoveDirectoryAndContents
function.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I35b8d2eeed286742358a9abccbc078493d033902
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* Remove the PerformanceChart. png file which is no more used in the Readme
* Update release version for pre-built binaries in readme
* Remove link to outdated guide in readme
* Update example release branch in Android NDK md file
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I8f5cac684f9fa1c9ec5d2ba2286dea5dd47136ca
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Signed-off-by: Cathal Corbett <cathal.corbett@arm.com>
Change-Id: I344f940e161b533963f8864196842feba9be2cae
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* Only update boundary slots on actual subgraphview
* Previously all slots from replacement subgraph added even if internal
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Signed-off-by: Matthew Bentham <matthew.bentham@arm.com>
Change-Id: Ic9ef9fc41ad248838d1c019dd0368378c3119648
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ProfilingOptions is not used in DelegateOptions. Instead the parameters
are passed in through the RuntimeOptions. This is done in ExecuteNetwork
and TfliteExecutor.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: Iaab3d4ef277c47e1ff82a51ba2648f5f51ec3e2c
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In the TLCT tests we were failing many tests because they used
constant tensors as data input for the layers. We had the functionality
in place but we didnt have it spread across the visit functions.
* Check if inputs are constant tensors and attempt to assign them
to input slot of layers.
* Add missing checks to some functions that return a kTfLiteStatus
so we can see if they fail
* Clean up CreateConstTensor function
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: I8610b770aea56932a98f91c961d59b3de47c2ab5
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ib00025e77387327ab591e4fbd1cf0fa3f35b80e4
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* Fixed clang-cl linker errors
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I6ac578887f9955cd0103cae061390cffa3482810
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* When the output of a network is a boolean from a comparison layer
ExecuteNetwork was missing the data type when writing the output tensor
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: Id9c1609462395a68e8c1842c77a4a033a10f74e8
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Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I971ea25b3380329aa1ad3936e7f5db1f5039805a
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* Previous instruction didn't generate SWIG wrappers.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I8e4a28ad334fc7fec1740d520d1fde9359c30397
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* 9006: Fix num_threads_hint() on macos
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I202fc1c10e7dc78964835b6dff1578e6129148ac
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* Add initialization of activation type in delegate layers with
fused activations
* Remove unused variable activationOutputInfo on layers with
fused activations
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: Ieb2ba00516a159639871c391069faf162cbb666d
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In layers that support fused activations, we check for activation
layer support after we already create the base layer. This breaks
the fallback as we already added the base layer to the graph.
* Creates ValidateFusedActivation shared function
* Moves Activation validation higher in the VisitFunction
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: I239af360923f695fc374ddeaeefa24c062eaf9e8
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* When the tfLiteExecutor attempts to populate the input tensors it did
not check whether the tensor was constant. This was causing
segmentation faults.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I80a4cc788de4ffe08afb2df9185d04fcb8b27c3a
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ie53a4a0acc9f612948f12637c28256eb701bde4d
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* Updated headers that were missing a copyright notice.
* Reverted years that were incorrectly updated.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I65842f1e9b9fd5654563edd5090133cb3c89fecc
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I01c73aa11676f200744db5a96ad589f41581ddc6
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* Check if BuildExecutor returns null in ExecuteNetwork.
* Check if tflite BuildFromFile returns null in TfliteExecutor.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I42b6e5f26dfd127dd16b6b322184900846317c41
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* TFLite Parser:
* Fixed issue in ParseReshape where the targetShape wasn't always calculated correctly
* Fixed issue in ParseFullyConnected where the wrong name was used for the ReshapeLayer
* Added an ExpandDims to the FullyConnected to ensure that we reshape the output correctly
* TFLite Delegate:
* Added an ExpandDims to the FullyConnected to ensure that we reshape the output correctly
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I129dfcb8543f8a3a297c0589c841be20ef3b6407
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* Added ability to reduce dimension sizes when calling BuildArmComputeTensorInfo or
BuildArmComputeTensorShapes, this will attempt to remove leading 1s in order to
squeeze the number of dimensions but retain the size.
* Changed ClBatchMatMulWorkload to attempt to squeeze the number of dimensions to 3
as the CL Gemm Kernel can only support up to 3 dimensions.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I6b3d0886c5b97fdb686838fc3dc292833ddc4643
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* Resolves MLCE-731
Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com>
Change-Id: I8cbc690e02c2c21eb1000d2d8203faab2a887dfd
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* Fix performance regression when stride equal to kernel size
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I64dd433bc1e1f2137675612f4744b02c00341f3f
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one works fine
* All ArmNNExecutors now share a single IRuntime.
* All armnn_delegates now share a single IRuntime.
* Increased delegate major version.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I95cbdc32655ec0beb476dbb2d60f1a0209df8f04
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* Fixed issue where ComparisonLayer wasn't calculating its output shape correctly.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I37fe437b598bde694e519d6792182924bd0197cd
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* The only way to build TOSA common was to enable ARMNNTOSAREF.
* Only include and link the required headers/libraries for TOSA Common.
* Remove duplicate include_directories calls.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ia5a19bf5b0bb903be0248ac550439df1e8ac5aa7
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Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: Ic20665daff9d184bf29da110f267c8dfa755e292
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iaa3cff46217117aefdb92f281e9da2b0315f3af9
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* 8911: Add broadcast batched matmul validation cases
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I030aca89dee6431b94ac53c93d76aabaacc5b069
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* Folding of pad into conv2d expected a Constant layer not Dequantisation
* Fusing Dequantisation with Constant to a Constant ensures that.
* Group Constant layer optimizations together where possible.
* Add unit test.
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: Id0393313bf097595f2f13738b7513e427116ea4a
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The -F execute network option creates a directory to print intermediate
tensors but minor problems caused serious failures. This attempts
to clean up the error handling.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: Ia44c008919b1bee299b43a672235b1fcc25bf1bd
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* This issue was caused by https://review.mlplatform.org/c/ml/armnn/+/8771
* Not able to find the lib suffix due to condition set in GlobalConfig
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I176279757dce7ba8262342d69a6f550e383cf138
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* Some code was moved to aclcommon to facilitate GpuFsa. It causes
build problems when ACL is build without CL support.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: Ia49d1fb7e69aaa8a694f402968e9ae689c2a874c
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I60e9284b90467f58e0acd74d3f1493546b6f1b9b
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Fix delegate fallback during VisitNode
05b6a3e5946a3f58b6f5b0caface9153a1c2b364
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: Iba2c70fd49ce8d7c49fb6deb7183b42db2cc68c7
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iefe255ed27e1f69d99dc0cae9cfa1d6d1a51720e
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* Added ElementwiseUnary support with a mapping for Rsqrt
* Added unittests
* Added Rsqrt EndtoEnd tests for all backends
* Changed TosaRefLayerSupport to default to false on unsupported layers
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I3eaa9c684647ead61520a563815581aa68bee51b
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* Call Reshape EndToEnd test from 3 backends
* Tidy up some naming of tests.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I5546af35e89d352d3f1529368518aecc0a4a534b
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I55c1020dbfe13af439236fa72057f114e78e8bd3
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* Added ability to calculate dynamic tensors and propagate
them through the model so that when those tensors are later
used as inputs they have the right shapes.
* Added InferOutputShapes to DetectionPostProcessLayer.
* Added InferOutputShapes to MeanLayer.
* Added InferOutputShapes to RankLayer.
* Added InferOutputShapes to ReduceLayer.
* Fixed typos in TfLiteParser.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I880c0716938ef278f5dbf01a8a73a5cc99ce5ded
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* API to remove need for workaround so backend users can get slots
* OutputSlots outside the SubgraphView needed to obtain TensorInfo
* Fix a few Copyright headers
* Add shared_ptr back to original subgraph view using
std::enable_shared_from_this
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: I033a00d6fc4020619d406ac06a156b7e380a426a
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During VisitNode throwing an ArmNN exception incorrectly
terminates the process instead of handing over to tflite
* Catches ArmNN exceptions during VisitNode
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: I6c71be11e9b73694747b27fe9febab8d9669b4d4
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