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2021-02-12IVGCVSW-5685 Add CpuAcc specific configuration option numberOfThreadsMatthew Sloyan
* 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
2021-02-11IVGCVSW-5392 TfLiteDelegate: Implement the Batch/Space operatorsMatthew Sloyan
* Added support for BATCH_TO_SPACE_ND and SPACE_TO_BATCH_ND Signed-off-by: Matthew Sloyan <matthew.sloyan@arm.com> Change-Id: Ib29333f3e2bc1a18bcc63533da4369b63c45ab90
2021-02-10IVGCVSW-5400 'TfLiteDelegate: FLOOR operator support'Sadik Armagan
* Added FLOOR operator support to Arm NN TfLiteDelegate Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I986ce8c5a825f509e0f8b3d257fd5b60834c322f
2021-02-09MLCE-347 'REDUCE_MIN, REDUCE_MAX, REDUCE_SUM Support'Sadik Armagan
* 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
2021-02-02IVGCVSW-5619 Enable OptimizerOptions for the python external delegateNarumol Prangnawarat
* 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
2021-01-31IVGCVSW-5374 Provide Android Build for DelegateKeith Davis
Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: Ie8c03153f82434d73572278eedb8a4b5b89ed837
2021-01-28IVGCVSW-5374 Provide Android Build for DelegateKeith Davis
* 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
2021-01-26IVGCVSW-5391 'ArmNN TfLiteDelegate: Implement the Space/Depth operators'Sadik Armagan
* Added DEPTH_TO_SPACE and SPACE_TO_DEPTH operators support Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I2595f759181bd7339127e7b114b850b534210dd5
2021-01-26IVGCVSW-5390 'TfLiteDelegate: Implement the Normalisation operators'Sadik Armagan
* Added L2_NORMALIZATION and LOCAL_RESPONSE_NORMALIZATION opertor support Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ic9e66879cf6469fa8761fb1c9dd5950771f629b0
2021-01-25IVGCVSW-5619 Add OptimizerOptions and NetworkProperties to ArmNN DelegateNarumol Prangnawarat
* 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
2021-01-19IVGCVSW-5399 'TfLiteDelegate: Implement the ArgMinMax operators'Sadik Armagan
* Added ARG_MIN and ARG_MAX support to armnn_delegate Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ia000c4b64378e28320164edd4df2902ca13dcda6
2021-01-13IVGCVSW-5625 Add support for Float16 to DelegateNarumol Prangnawarat
* Float16 unit tests for Reshape * Remove unsupported data type from Pad Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ib1804bb6e708a0552fb40d05fe8a6511936f9793
2020-12-17IVGCVSW-5383 TfLiteDelegate: Implement Pad and PadV2 operatorsNarumol Prangnawarat
* 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
2020-12-17IVGCVSW-5374 Provide an Android build for the delegateFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I33eb8c650be654ad891afd2295f2057f13a9d084
2020-12-17IVGCVSW-5614 Enable Hard Swish and Elu activationsMatthew Sloyan
* 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
2020-12-07IVGCVSW-5381 TfLiteDelegate: Implement the Logical operatorsMatthew Sloyan
* 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
2020-11-30IVGCVSW-5374 Provide Android Build for DelegateKeith Davis
* Fix Arm Android Compiler errors Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: If5fae0fda08b6102eb46217564a096f87a3b6740
2020-11-30IVGCVSW-5393 'TfLiteDelegate: Implement the split operators'Sadik Armagan
* Added SPLIT and SPLIT_V support to armnn_delegate Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I2def9b8be783b25ef17a997e521c6027553035d3
2020-11-26IVGCVSW-5384 TfLiteDelegate: Implement the Gather operatorTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Iaf2112363d2b191327711d8e083fee2a751c35c5
2020-11-20IVGCVSW-5538 Fix delegate DepthwiseConv2d, DIV, ReshapeNarumol Prangnawarat
* 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
2020-11-20IVGCVSW-5544 Fix FullyConnected Delegate testsNarumol Prangnawarat
* Correct input shape Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I9d1fe4c8ef32a9dfba7f7fdd6af314e9a522fce8
2020-11-20IVGCVSW-5549 Failing Transpose Conv2d Uint8 testDavid Monahan
* 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
2020-11-20IVGCVSW-5550 Fix failing delegate Conv2d tests for CpuAcc/GpuAccJan Eilers
Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Ibfd1968a622c2538bbfacf4802cd45096de59db5
2020-11-20IVGCVSW-5564 Disable INT16 delegate quant tests on ACLJames Conroy
* 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>
2020-11-19IVGCVSW-5548 Fix delegate ElementwiseUnary tests for CpuAcc/GpuAccJan Eilers
* 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
2020-11-19IVGCVSW-5545 Fix delegate Comparison failures on CpuAcc/GpuAccJan Eilers
* Create backend test suite structure * Add special compare function for boolean values Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I55a2ae1ac6ad21cdcdd5ae99ef56ed00fa24776f
2020-11-18IVGCVSW-5397 TfLiteDelegate: Implement the redefine operatorsDavid Monahan
* 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
2020-11-18IVGCVSW-5543 Fix delegate Pooling2d failures on CpuAcc/GpuAccJan Eilers
* Added tolerance when comparing data * Removed unsupported int16 tests Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I10f3ac26b894bb1da3af61bfe2d2a41c2f5d2bb1
2020-11-18IVGCVSW-5547 Fix Delegate Softmax failures on CpuAcc/GpuAccJan Eilers
* Changed percentage tolerance to 0.1% Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: I3e2294941a29a5f973e3023cb70735562bad4521
2020-11-17IVGCVSW-5395 TfLiteDelegate: Implement the Softmax operatorsJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: I9f098c6b62ebb08e727aa8547e08bddc0b814705
2020-11-17IVGCVSW-5382 TfLiteDelegate: Implement the Activation operatorsDavid Monahan
* Added TfLiteDelegate implementations for ReLu, Relu6, Logistic, and TanH Activation Functions Signed-off-by: David Monahan <david.monahan@arm.com> Change-Id: Id021b4ec9c10fd4357535fe2a665f32c053dad61
2020-11-17IVGCVSW-5486 TfLiteDelegate: Implement Concat and Mean operatorsMatthew Sloyan
* 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
2020-11-16IVGCVSW-5508 Activate compiler warnings in ArmNN TfLite DelegateFinn Williams
Signed-off-by: Finn Williams <Finn.Williams@arm.com> Change-Id: I1a8e2aa618ff693c61010e6150f3ca41b8ab1201
2020-11-16IVGCVSW-5385 TfLiteDelegate: Implement the Transpose operatorJames Ward
Signed-off-by: James Ward <james.ward@arm.com> Change-Id: Iea3d7ecccb82d85ec2d2c5cfdcdaf692236a60aa
2020-11-16IVGCVSW-5338 TfLiteDelegate: Implement the Convolution operatorsSadik Armagan
* 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
2020-11-12IVGCVSW-5396 TfLiteDelegate: Implement the Resize operatorsJan Eilers
* Added resize biliniear and nearest neighbour operator support to the tflite delegate Signed-off-by: Jan Eilers <jan.eilers@arm.com> Change-Id: Id0113d6b865ea282c6f4de55e8419a6244a35f0e
2020-11-12IVGCVSW-5504 'TfLiteDelegate: Introduce FP16 and BackendOptions'Sadik Armagan
* 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
2020-11-11IVGCVSW-5387 TfLiteDelegate: Implement the Pooling operatorsNarumol Prangnawarat
* Add support for AveragePool2d and L2Pool2d operators * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ida3c2e80120bce2991035f143e9eb5b9480b0e4b
2020-11-10IVGCVSW-5389 'TfLiteDelegate: Implement the FullyConnected operator'Sadik Armagan
* Added FullyConnected operator support to delegate Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Iae9c0980a4bfd6aa4d90f107f329dfa782baeefe
2020-11-10IVGCVSW-5387 TfLiteDelegate: Implement the Pooling operatorsNarumol Prangnawarat
* Implement MaxPool2d operators * Add QAsymmS8 to armnn delegate * Unit tests Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I1815ade6ccda3e9331bd3a68e164be0f6947e9df
2020-11-10IVGCVSW-5398 TfLiteDelegate: Implement the Quantization operatorsMatthew Sloyan
* 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
2020-11-10IVGCVSW-5380 'TfLiteDelegate: Implement the Comparison operators'Sadik Armagan
* Implemented Comparison Operators * Added unit tests Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Icdc0f7c6a286a8364a2770b26d15e8958291dc2b
2020-11-10IVGCVSW-5379 'TfLiteDelegate: Implement the ElementWiseBinary operators'Sadik Armagan
* 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
2020-10-29IVGCVSW-5379 'TfLiteDelegate: Implement the ElementWiseBinary operators'Sadik Armagan
* Implemented ADD operator * Implemented FP32 unit tests for ADD operator Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Id7238749308855bd2b2118f4b6e60e765815c38f
2020-10-28IVGCVSW-5378 'TfLiteDelegate: Implement the ElementWiseUnary operators 'Sadik Armagan
* Moved ElementwiseUnary operators tests into single file * Implemented FP32 test for supported ElementwiseUnary operators Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I4b7eab190c3c8edb50927b8e1e94dd353597efcb
2020-10-27IVGCVSW-5366 'Add a do nothing SubGraph class'Sadik Armagan
IVGCVSW-5373 'Implement the ABS operator in the Delegate' * Added a Switch statement into the VisitNode() function * Separated the Visit functions into the categorized source files * Implemented VisitElementwiseUnary() function * Added tests for ABS and SQRT Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: If9654d0a8d8ff7dcd6fb5cbe0dc312941772affb
2020-10-19IVGCVSW-5365 'Create the TfLite Delegate subdirectory in ArmNN'Sadik Armagan
* Created delegate sub-directory under armnn * Created Delegate, ArmnnSubgraph and DelegateOptions classes * Created cmake files. * Integrated doctest (under MIT license) as testing framework Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: If725ebd62c40a97c783cdad22bca48709d44338c
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