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* Reading tensor infos won't allow a permutation vector anymore.
The permutation only changed the quantization dimension not the
shape and was therefore misleading
* The permutation of the full tensor info is now performed in
armnnUtils::Permuted
* Changed TfLite Parser depthwise parsing function
* Added unit tests to TfLite Parser with more random data
* Changed TfLite Delegate depthwise parsing function
* Added unit test to the delegate with per channel quantization
!android-nn-driver:5412
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I1f985ee69547bcaf16a72201e00a6b6fe1ef9a97
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Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I2873f8563cc11da550d460b04e5175372489a564
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TfLiteDelegate support for FullyConnected Operator'
* Added front-end support for non-const weights for FULLY_CONNECTED operator
* Added FULLY_CONNECTED end-to-end test
* Updated FULLY_CONNECTED operator support in TfLite Arm NN Delegate for non-const weights
* Updated the version numbers
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Iffa5b9aa9297aca4c02d923cce4636c88ac21faa
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* Added FILL operator to TfLite ArmNN Delegate
* Added unit tests
Signed-off-by: David Monahan <david.monahan@arm.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I335ef469ff773fa4305eb87f6e93ae9c03fc6997
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* Add LSTM operator
Signed-off-by: Mike Kelly <mike.kelly@arm.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: If8c667685fa1176738ffe2e6d08b1c684e7ee6b2
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* add template specialization declaration to header to resolve clang issue
Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: Id8104d6feda19ed3f5f0cb018d719b1677772d9b
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Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Icd87b1c54e1a5de84893882da30840a9097f6d84
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* Added ability to set number of threads used in CpuAcc backend
* Enabled number-of-threads option in ExecuteNetwork
* Added TfLiteDelegate ModelOptions test
* Added unsigned int type to BackendOptions.hpp
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ia576d4f45cbe5df3654bc730bb5ebd5181d82b5a
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* Added support for BATCH_TO_SPACE_ND and SPACE_TO_BATCH_ND
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: Ib29333f3e2bc1a18bcc63533da4369b63c45ab90
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* Added FLOOR operator support to Arm NN TfLiteDelegate
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I986ce8c5a825f509e0f8b3d257fd5b60834c322f
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* Added TfLiteParser support for REDUCE_MIN and REDUCE_MAX operators
* Added ACL workloads support for REDUCE_MIN, REDUCE_MAX, and REDUCE_SUM operators
* Added TfLite Delegate support for REDUCE_MIN, REDUCE_MAX, and REDUCE_SUM operators
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I8085d59946bfd4ab78a59a61f899031ae53371a8
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* Add reduce-fp32-to-fp16, reduce-fp32-to-bf16, debug-data, memory-import
options to external delegate
* Simplify DelegateOptions
* Add test mock models
* Unit tests
* Configure lfs to manage tflite files
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I1e4db468862ba03d4cb031347bc307cf940b3cb1
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Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: Ie8c03153f82434d73572278eedb8a4b5b89ed837
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* Remove double brackets for scalars
* Add in extra location in cmake for tf lite dynamic library
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: I31ef9a955d4677faabedc0068ae2cfbfe570b58c
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* Added DEPTH_TO_SPACE and SPACE_TO_DEPTH operators support
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I2595f759181bd7339127e7b114b850b534210dd5
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* Added L2_NORMALIZATION and LOCAL_RESPONSE_NORMALIZATION opertor support
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ic9e66879cf6469fa8761fb1c9dd5950771f629b0
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* Add OptimizerOptions, NetworkProperties, DebugCallbackFunction
to DelegateOptions
* Enable OptimizerOptions when the network is being optimized
* Enable NetworkProperties when loading network
* Enable DebugCallbackFunction
* Add error message when loading network
* Log warning instead of error when operator is not supported but
could fallback to another backend
* Improve uint16_t CompareData
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I353035afb442774bfeb1c62570a90755c2ceaf38
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* Added ARG_MIN and ARG_MAX support to armnn_delegate
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Ia000c4b64378e28320164edd4df2902ca13dcda6
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* Float16 unit tests for Reshape
* Remove unsupported data type from Pad
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ib1804bb6e708a0552fb40d05fe8a6511936f9793
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* Add Pad and PadV2 operators support to Armnn Delegate
* Add dimension check to CompareOutputData test utility
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I9d00eb08f71e791498908fcbdb9de561e1c01aef
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I33eb8c650be654ad891afd2295f2057f13a9d084
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* Enabled Hard Swish and Elu in TfLiteDelegate
* Added support for Elu in TfLiteParser
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: If09321b58568a98e14cabce610a1586556da041e
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* Implemented Logical AND, NOT and OR operators.
* NOT uses existing ElementwiseUnary VisitLayer function & tests.
* AND/OR uses new LogicalBinary VisitLayer function & tests.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I5e7f1e78b30c36ac7f14c70a712b54f98d664b83
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* Fix Arm Android Compiler errors
Signed-off-by: Keith Davis <keith.davis@arm.com>
Change-Id: If5fae0fda08b6102eb46217564a096f87a3b6740
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* Added SPLIT and SPLIT_V support to armnn_delegate
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I2def9b8be783b25ef17a997e521c6027553035d3
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Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
Change-Id: Iaf2112363d2b191327711d8e083fee2a751c35c5
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* Correct filter shape for DepthwiseConv2d
* Remove non-support data type
* Allow check for flatten on Reshape
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ic4be63d7c2f3a2b5e13a1530025a49464c21171b
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* Correct input shape
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I9d1fe4c8ef32a9dfba7f7fdd6af314e9a522fce8
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* Changing Uint8 tests to Int8 for Delegate Transpose Conv2d
* Refactor of Quantization tests to be per backend
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Ic1528e1dc339030c7f1eed9f3884e99b14f389e4
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Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Ibfd1968a622c2538bbfacf4802cd45096de59db5
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* Since NEON/CL do not support QSYMM16 for Quantization,
disabling related tests on both backends and running
on CpuRef only.
Change-Id: Ifbc44cdfb81f25587ef87af8c44243dd88bb25c3
Signed-off-by: James Conroy <james.conroy@arm.com>
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* Apply new test suite structure to be able to filter for backends
For ElementwiseBinary and ElementwiseUnary
* Add tolerance to data comparison
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Iccabb68f316c93533e1076da5822ebc199e23739
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* Create backend test suite structure
* Add special compare function for boolean values
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I55a2ae1ac6ad21cdcdd5ae99ef56ed00fa24776f
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* Adding Reshape definition to ArmNN TfLite Delegate
* Added Reshape tests and RedefineTestHelper
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: I6d3909689c820387ac0fd4fd3f7ab856ebc25f47
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* Added tolerance when comparing data
* Removed unsupported int16 tests
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I10f3ac26b894bb1da3af61bfe2d2a41c2f5d2bb1
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* Changed percentage tolerance to 0.1%
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: I3e2294941a29a5f973e3023cb70735562bad4521
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: I9f098c6b62ebb08e727aa8547e08bddc0b814705
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* Added TfLiteDelegate implementations for ReLu, Relu6, Logistic, and TanH
Activation Functions
Signed-off-by: David Monahan <david.monahan@arm.com>
Change-Id: Id021b4ec9c10fd4357535fe2a665f32c053dad61
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* Implemented Concatenation & Mean operator.
* Added unit tests for Concatenation & Mean operator.
* Added CompareOutputData function to TestUtils.hpp.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I31b7b1517a9ce041c3269f69f16a419f967d0fb0
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Signed-off-by: Finn Williams <Finn.Williams@arm.com>
Change-Id: I1a8e2aa618ff693c61010e6150f3ca41b8ab1201
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Signed-off-by: James Ward <james.ward@arm.com>
Change-Id: Iea3d7ecccb82d85ec2d2c5cfdcdaf692236a60aa
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* Add Convolution, DepthwiseConvolution and TransposeConvolution
Signed-off-by: Kevin May <kevin.may@arm.com>
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I797e42844dfee0cc80beb64eabc3111b96320daf
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* Added resize biliniear and nearest neighbour operator
support to the tflite delegate
Signed-off-by: Jan Eilers <jan.eilers@arm.com>
Change-Id: Id0113d6b865ea282c6f4de55e8419a6244a35f0e
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* Added BackendOptions creations of armnn_delegate
* Included armnn/third-party the armnn_delegate unit tests
* Updated the CreateConstTensor function
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I8e2099a465766b905bff701413307e5850b68e42
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* Add support for AveragePool2d and L2Pool2d operators
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ida3c2e80120bce2991035f143e9eb5b9480b0e4b
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* Added FullyConnected operator support to delegate
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Iae9c0980a4bfd6aa4d90f107f329dfa782baeefe
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* Implement MaxPool2d operators
* Add QAsymmS8 to armnn delegate
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: I1815ade6ccda3e9331bd3a68e164be0f6947e9df
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* Enabled quantization operators DEQUANTIZE and QUANTIZE.
* Implemented unit tests for quantization operators.
* Added utils function for checking if affine quantization.
Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com>
Change-Id: I84b5c75bda629d9234f5ed198b04f527705a54aa
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* Implemented Comparison Operators
* Added unit tests
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: Icdc0f7c6a286a8364a2770b26d15e8958291dc2b
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* Enabled elementwise binary operators DIV, MAXIMUM, MINIMUM, MUL, SUB
* Implemented unit tests for elementwise binary operators
Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
Change-Id: I196998d53201a6e8888bb203eb640530b8feeac9
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