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* On Neon we cannot remove a Reshape if it's connected to a
SplitterLayer.
* Removed clause 5 in SplitterLayer which could erroneously prevent
the use of Subtensors in certain circumstances.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I437eb5d3ede25329a4d11d12c3fb1aec2e76efb6
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
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* Follow up review to clean up whitespace and copyright errors mentioned
in https://review.mlplatform.org/c/ml/armnn/+/9885
* Added BinaryElementwiseOperation to .dot files
* Refactored ConnectedToSplitterWithMoreThan4Dims function to more
generally useful ConnectedToLayerType function
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I0e3d0895888f3a3f0a9758ce30bc031aba50812b
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* There's currently a problem with using a non const bias value in
CLConvolution2d. We will block it for the moment.
Change-Id: Iedccea44931a8826e2c1b295bbc46592d8ac3ef8
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
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* There's currently a problem with using a non const bias value in
NeonDepthwiseConvolution. We will block it for the moment.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: Ifd206cfd25a2305a80f8b0a88e07747e79468d18
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* There's currently a problem with using a non const bias value in
NeonConvolution2d. We will block it for the moment.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: Ia020cf48f7d5e0642f7763e82501f06ad89945d8
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* Added check to ensure that Reshapes are not removed on Neon if they are
before or after a SplitterLayer and have more than 4 dimensions.
* Moved NCHW check to a function to reduce clutter.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I45d97634484e8dc0ca7675c23481caf84eb3fe90
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* The SplitterLayer did not use the Overridden TensorInfos when
calculating whether or not to use SubTensors.
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I675b27c546c6ed720c76f4b9d868ebe32f914c70
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Layer with 2 inputs
* Changing ReverseV2 to use two inputs
* This is required by the backends
* The ReverseV2Descriptor was removed
* Tests updated
* Added a Run<> templatefor inputs with different data types
Signed-off-by: Tracy Narine <tracy.narine@arm.com>
Change-Id: I22f947de829b4b3da6bda3a74f4ffdef4052cc25
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* Added optimization to remove reshapes for Neon and Ref Backends
by using overridden TensorInfos
* Added ability to delete Subgraphs during Optimization
* Fixed naming error in NeonEndToEndTests and CLEndToEndTests
* Added LayerNameAndTypeCheck for testing.
* Fixed error where layers were not marked as altered when removed in
CLBackend
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I1ac25cd4ec9821470d961831ae2c8d24882276cc
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I5760da9be2ed63fdfbdd5d3d7b771c310592798d
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* Check to round to closest finite FP16 value when convert FP32 to FP16
* Unit tests to be added
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: If3b982ff3030379ac33c47d4be13edb0bda679f6
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* Remove warning on constant layer optimization being run on layer without
constant tensor
* Remove warning on bias quantization scale not being equal to
(InputScale x WeightScale)
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: I87e97127dc0fd45812bfada1c7dfcc3d5f5cdecc
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* Add Reshape layers before and after to extend support for 3D tensors, as ACL only supports 4D tensors for those layers
* Add Unit Tests
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I4431185ce3a3b2f595d2a79bdda7095212d1c52d
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* Support for ReverseV2 for the serializer and deserializer added
* Tests added
* CMake files updated for the build
* Fixed an issue with the operator_list documentation for Resize and ReverseV2
Signed-off-by: Tracy Narine <tracy.narine@arm.com>
Change-Id: If396f55ecdd763d6f91c51707809f4bd58715cec
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Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I4c464797d80f7c2ad21429838c07d4e5e34308f6
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* Added ReverseV2 support to TFLite Parser
* Added ReverseV2 TFLite Parser unit tests
* Updated Parser Docs
Signed-off-by: Tianle Cheng <tianle.cheng@arm.com>
Change-Id: Idb9a9213f75cd6cf01509a5d06ea5772cf56ac5b
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* Descriptors added for ReverseV2
* Layer definition added
* Input validation added
* Reference workload implementation for ReverseV2 added
* Reference layer unit tests made for ReverseV2
* CompareTensors method updated to support comparison between empty tensors
* CMake and other build files updated
Signed-off-by: Tianle Cheng <tianle.cheng@arm.com>
Change-Id: I805738454421309fda77c44218a8df171d68dc18
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* Updated calls to use the new function
From:
GetInputSlot(n).GetConnection()->GetTensorInfo();
To:
GetInputSlot(n).GetTensorInfo();
* Added UnitTests
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I43184cc05e4472011b9347aaa820eb8deb1cd4a0
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* Implement the "-C" command line option of executenetwork.
* Add a FileComparisonExecutorFile which will read tensors from
a previously written text file and compare them to the execution
output.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: I8380fd263028af13d65a67fb6afd89626d1b07b8
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* this line is used earlier to initialize subgraphPtr
Signed-off-by: Francis Murtagh <francis.murtagh@arm.com>
Change-Id: Iff24da2acab33e59460455977e221066973532a2
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* activationInfo passed in directly to configure() rather than part of matMulInfo
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I546def1c1e1cabaf50629f7d78ae0ba459766ed4
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in CpuRef
* Both layers were assuming 4D tensors, now 3D is supported too.
* Remove some unnecessary includes
* Add Unit Tests
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I7bdd11e4936a27cd97ec65fd915e6ccaa1494cff
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* This commit fixes partially the ticket.
In ToTensorInfo() we assume batch is 1 when it is unknown.
We call OutputTensorInfoFromInputs() to amend this assumption/
However, this does not work for reshape layer.
Therefore, we have to calculate the output shape in the ParseExpandDims().
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iedc32a44b4ec0d8b7d2cc0b08f38f0776402f7bd
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* Break up Utils.h a bit to reduce unused code being included everywhere
* Add FullyConnectedLayerInfo.h to ArmComputeUtils.hpp and remove Types.h
* Add MatMulInfo.h to Neon and CL BatchMatMulWokloads
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Change-Id: I2fbe90cb40dc59add90735dafe9fef9aab3fbf06
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I399ed1205f14d4fdd1194026c7a66bf00a1dd68d
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Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I722a9e4f3dba2500c624c6326f74085277e0d631
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* Remove checks for ias being constant
* Convert ARMNN_ASSERTS to throw
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I009f4008393502bd9e30269151ad935ef67f0bc1
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Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: If6731b4757257d983c09210b50315cd5d9837e20
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* Dynamic bias are supported by CpuAcc for this layer
* Indentation and const modifiers minor changes
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Kevin May <kevin.may@arm.com>
Change-Id: I3b25f14feea55f746c254a832d97e21a1551ca36
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Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I54c60fb98b9c560c300572f46d42b13aec7e402e
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* Fix failure to parse UnidirectionalSequenceLstm Operator on CpuAcc
* Fix failure to parse UnidirectionalSequenceLstm Operator on GpuAcc
* Fix IsLayerSupported tests when there are multiple otutputs
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ia690f34d3c7fae87bd36c97056a3ff71baa865f6
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I96fd26559450690fbe99a0e8fbe193ddf5d3a34b
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* Dynamic bias are supported by ACL for this layer.
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I428bd42a97e0c26c72f9925e3cb209c2fc9a650d
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* Add POW SQUARED_DIFFERENCE and Unit tests for CpuAcc and GpuAcc
Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com>
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ifa78af2a2fda2074586d8e4d9a506b1b13fa5755
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* Added 2 new operators as ElementWiseBinary ops
* Ref End to End and unit tests
* Serialize and Deserialize tests
* Delegate and Opaque Delegate tests
* TfLite Parser tests
Signed-off-by: John Mcloughlin <john.mcloughlin@arm.com>
Change-Id: I537158127f602f0c41ca0402aa31655cd3bd4281
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DWConv and FC"
This reverts commit fecd9ed396705a17805ffc49839bd82ae24c892b.
Reason for revert: IVGCVSW-7727 Dynamic bias CTS failing
Change-Id: I53f67d60fca0e60a81298f90450ceef26b97c321
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Ib6914a9a208475b68e969eba6f70fae4061efa9b
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This test case has caused several problems over the years. All the
problems are around using counter indices to identify counters rather
than names. Updating the test to check for registered counter names.
Signed-off-by: Nikhil Raj <nikhil.raj@arm.com>
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: Ic5ebc9b2d53f2db301a3067ecce4befc14dcb8a5
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* Removed all instances of TODO statements from comments
* Removed statements are noted as part of IVGCVSW-5846
* Removed ProtoxtFixture.cpp from the Onnx Parser tests as it's not used
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ia0a15f8a0d4123c8831638634eaa0d1018c40e2c
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* Pass to ACL the flag for constant weights and bias in FC, conv and DWconv workloads
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iae2810c8d1a402d4afc1e757846665315a80d3ea
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* Set flag for constant weights and bias in ACL tensorInfo in ACl workloads
* Set flag for constant weights and bias in Unit Tests
* Add to dot file for FullyConnected layer the constantWeights flag
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I87e1fef516ce4a8a59245dfdf7d92c153418e1d6
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* Added new ARMNN_STUB_PROFILING and ARMNN_DISABLE_DYNAMIC_BACKEND
defines to replace BUILD_BARE_METAL and BUILD_EXECUTE_NETWORK_STATIC
* Add new CMake variables to disable sample apps and dynamic backends
* Improve BUILD_SHARED_LIBS CMake variable
* Add new archive output location to various libraries so that the
static libraries appear in the same location as the shared libraries
* Fixes for bare metal build
* Add ARMNN_DISABLE_FILE_SYSTEM defines to missing locations
Signed-off-by: Ryan OShea <ryan.oshea3@arm.com>
Change-Id: I1db9a8f483e7134bd261294b35240cf21b150d45
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* Call dedicated MatMul kernel in ACL
* Add int8 tests
* Add int8 to documentation
* Force tensors to be dynamic (nonConst) as per request of ACL
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I7b7ac20deec8637dc46ca990d339d92c4587cbe4
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* Call dedicated MatMul kernel in ACL
* Add int8 tests
* Add int8 to documentation
* Force tensors to be dynamic (nonConst) as per request of ACL
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I992ae9aae1174214607bf29305f21cdeaf3fdc1b
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* The source and destination size checks in CopyTensorContentsGeneric are
handled by asserts instead of exceptions.
* Adding unit tests.
Signed-off-by: Colm Donelan <colm.donelan@arm.com>
Change-Id: Ia00c07158afde6768002dc6059067fd08e47fcff
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NECast can use conversion instructions where they are available
so this should in general be faster.
Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: I3f259e17b280a4f4c36f363965ffbc8ee8c4c29f
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Signed-off-by: Matthew Bentham <Matthew.Bentham@arm.com>
Change-Id: I501a3e01932d44eca796e93a9383378dafc758c5
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* If the output shape is given in Transpose convolution, use it to calculate the padding
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: I0bf3dee94c2ce606ed67fb385018b220188c3017
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!android-nn-driver:9431
Signed-off-by: Jim Flynn <jim.flynn@arm.com>
Change-Id: I58143445b5c5cf2aafd0838156c9543adce21e6a
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* Reference workload
* TfLite Delegate
* TfLite Parser
* Serializer and Deserializer
* Changed fallback tests in delegate to use COS instead of CEIL
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Change-Id: I36e0dbff33694182d1dba0c95d463506428e2f04
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