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path: root/1.2/HalPolicy.cpp
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2023-09-26IVGCVSW-6294 Added Split support to Android-NN-Driverv23.11branches/android-nn-driver_23_11Mike Kelly
* Added Split support to Android-NN-Driver Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I4b0bc146597dae89b68402aa78d1f1b1c894a7fb
2023-07-31IVGCVSW-7825 Resolving CTS failures with Android Q and Hal 1.2.Colm Donelan
* The POW operator causes 23 CTS failures on the combination of Android Q and Hal 1.2. The problem does not manifest on later version of Android or other version of the Hal. Signed-off-by: Colm Donelan <colm.donelan@arm.com> Change-Id: Ib89417b35dc51c8fcb273f63663875ef41ab3dde
2023-07-25IVGCVSW-7888 Add Tile convert functionTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ic9479be6b3e6cf0e529c685c9b28c642e9dd00d5
2023-05-18IVGCVSW-7400 Add support for PowTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ida6d93d203d2430befbbd2deaa02108078de73f8
2023-03-14IVGCVSW-3809 Refactor Elementwise Binary ops to use ElementwiseBinaryLayerTeresa Charlin
!armnn:9319 * Refactored all functions to convert Add, Div, Maximum, Minimum, Mul and Sub to use ElementwiseBinary layers instead. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ic05885cd8692e7f1b7032862fb4a395af70e0bcd Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: If9717d6ab236d97c76f6cd39b96bde86c81e4382
2022-01-24IVGCVSW-6269 Add support of Unidirectional Sequence Lstm fp32/fp16 to AndroidCathal Corbett
* Unidirectional Sequence Lstm is supported in android-nn-driver. * CTS and VTS pass for Unidirectional Sequence Lstm if there are any without weights as inputs. If that isn't the case use the tests implemented in the android driver for LSTM. Signed-off-by: Cathal Corbett <cathal.corbett@arm.com> Change-Id: Ie3a237b67f5101c4f9a2c7bea796e9c674bedba1
2021-09-23IVGCVSW-3715 Add Channel Shuffle supportTeresa Charlin
!armnn:6211 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ie5e5d160f6d826c30f1fff298a4a73151c1ccdbb
2021-09-03android-nn-driver getType returns the right devicePablo Tello
* ArmnnDriver queries the options and returns CPU or GPU depending on which is the first backend listed in the options * Resolves MLCE-401 Change-Id: If4e63e144507e817449f37926711fa325861b57d Signed-off-by: Pablo Tello <pablo.tello@arm.com>
2021-09-02IVGCVSW-6262 Add support for Reduce ProdTeresa Charlin
!armnn:6053 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I678be047c0919d98dbd22d22f4c1fd1ea80ea0b7
2021-06-16IVGCVSW-6088 Add Sin and Log to ElementWiseUnaryTeresa Charlin
!armnn:5755 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I82dc434ee9bfff452ec6c27527a5b3f91ebfe2ea
2021-04-26IVGCVSW-5416 'Add android-nn-driver support for CAST'Sadik Armagan
!armnn:5494 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: Ie99d58f7421c2634c23d2a68d1acaaac651963a4
2021-03-12IVGCVSW-5767 'Regression on SqueezeNet v1.1'Sadik Armagan
* MEAN operator second input data type is different than Reduction operators * Use existing ConvertMean() function for MEAN operator Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I211cb77515d88e54ded9646eebe3e901d437827c
2021-02-24IVGCVSW-5131 Add support for REDUCE_SUM, REDUCE_MIN and REDUCE_MAXTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ib88544dd6adc3d6a0d2f4c0b395e05b89bc8ad3e
2020-10-01IVGCVSW-4566 Add support for EXP operatorTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ia3909f32a837ade88e848de7f9ee0bf003bc8c01
2020-05-29IVGCVSW-3847 Add Support for GATHERTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I69dd78d47628355c207a450119b054b04581c729
2020-05-19IVGCVSW-4453 Add Support for ANEURALNETWORKS_QLSTM to HAL 1.3 DriverSadik Armagan
* Add QLSTM support for Android NN Driver * Add overrideOutputInfo parameter to SetupAndTrackLayerOutputSlot * Add optional condition to GetInputScalar * Refactor Quantized 16 Bit LSTM impl Change-Id: Ie8fa98ad5ee4a62174ef91ca80f1df62b7fde937 Signed-off-by: Keith Davis <keith.davis@arm.com> Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2020-03-26IVGCVSW-4447 Add Hal 1_3 SupportKevin May
* Add new 1.3 files HalPolicy, ArmnnDriver, ArmnnDriverImpl * Add new .rc file for 1.3 service * Add ArmnnPreparedModel_1_3 and implement new functions * Update Android.mk with 1.3 driver and service * Refactor ifdef to include ARMNN_ANDROID_NN_V1_3 * Create Utils getMainModel for new 1.3 Model Main Subgraph * Use android Utils to convertToV1_X in ArmnnPrepapredModel_1_3 * Refactor HAL 1.2 convert functions into ConversionUtils_1_2.hpp * Replace ArmnnBurstExecutorWithCache with call to ExecutionBurstServer Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I514069e9e1b16bcd1c4abfb5d563d25ac22d02e3
2020-03-23IVGCVSW-3813 Add Unary Elementwise Operation 'NEG' support to the ↵Sadik Armagan
android-nn-driver !armnn:2917 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I6e38fd3d11dc3e30dfac0ddfc39b216b2a15d047
2020-03-19IVGCVSW-4565 TENSOR_BOOL8 data type not supported in AndroidNN DriverSadik Armagan
* Added TENSOR_BOOL8 support * Added Broadcast support to comparision operators !armnn:2903 Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I844e32b57399eff2dc60af9b2099145316c80cae
2020-03-03IVGCVSW-4473 Android R pre Hal 1_3 build changesKevin May
* Update ErrorStatus to V1_0::ErrorStatus * Update Request to V1_0::Request * Update OperandType to V1_2::OperandType * Add namespace android::nn::hal in ArmnnDriverImpl for R only * Add missing g_RelaxedFloat32toFloat16PerformancePowerUsageName * Add namespace V1_0 or V1_1 where necessary * Update Android.mk with R macro and android.hardware.neuralnetworks@1.3 * Remove androidnn.go * include IAllocator in DriverTestHelpers * Remove unused LOCAL_CFLAGS Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: I1787f1ed6784b3bbec017536d87d49197405e853 Signed-off-by: Kevin May <kevin.may@arm.com>
2020-01-28MLCE-153 Padding calculation for TransposeConv ignores strideMike Kelly
* Changed ConvertTransposeConv2d to use the unsigned values for strideX and strideY not the signed values from the descriptor. !ComputeLibrary:2599 !armnn:2612 Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Iee300041f3ed585820b7c7e2edd8ab541f339d59
2020-01-27IVGCVSW-4301 Correctly validate reshape for broadcastable inputsDerek Lamberti
!android-nn-driver:2642 Signed-off-by: Derek Lamberti <derek.lamberti@arm.com> Change-Id: I4db6ea4ed0a192c85f124c4a9ced60b1666a3870 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com>
2020-01-24IVGCVSW-4262 Add Calls to IsReshapeSupported and IsPermuteSupportedKevin May
!armnn:2643 * Add calls before addition of these layers in ConvertConcatenation * Add outputInfo parameter wherever needed for IsReshapeSupported Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Ic5d142ea046161960ff2fc137bd261ebb4e6ac0c
2020-01-13IVGCVSW-3813 Add Unary Elementwise Operation support to the android-nn-driverjosh minor
* Account for deprecated Abs and Rsqrt layers in ArmNN * Update HAL 1.2 * Neg HAL operation support added !armnn:2542 Signed-off-by: josh minor <josh.minor@arm.com> Change-Id: I043bf64ac7ed3aea65560d72acf664e079917baf Signed-off-by: josh minor <josh.minor@arm.com>
2019-12-19IVGCVSW-4181 Add RESIZE_NEAREST_NEIGHBOUR to the android_nn_driverKeith Davis
* Add FP16 support Signed-off-by: Keith Davis <keith.davis@arm.com> Change-Id: I59a2862c734aa3678f19cc47f024f8cb92fb557e
2019-12-13MLCE-133: Driver infers scratchBuffer shape.Pablo Tello
Change-Id: I7977d697772349b8ea7eb300937409ce0a3a4dee Signed-off-by: Pablo Tello <pablo.tello@arm.com>
2019-11-28IVGCVSW-4209 Create a public API for the ArmNN UtilsMatteo Martincigh
* Using the new public armnnUtils API !armnn:2386 Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: Ifa8af20ca131b1be19dbdceea6674a1274a396f3
2019-11-19IVGCVSW-3697 Add Support for ANEURALNETWORKS_ARG[MAX|MIN] to HAL 1.2 DriverFrancis Murtagh
!armnn:2313 Signed-off-by: Francis Murtagh <francis.murtagh@arm.com> Change-Id: I543136e4e2ef9aece1378d2642064cc585246645
2019-11-18IVGCVSW-4139 Fix regression in ConvertDequantize()Aron Virginas-Tar
* Removed TENSOR_QUANT8_SYMM from the list of generally supported tensor data types * Fixed tensor info in DequantizeIfRequired() for on the fly dequantized QSymm8 weights * Moved code for checking whether a Dequantize operator is linked to FullyConnected or Lstm weights from ConvertDequantize() into a separate function inside 1.2/HalPolicy.cpp Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I19ea6f89a90f553a964b87d44f8ad8a064e96f7f
2019-11-07IVGCVSW-4104 Support per-axis quantization for GROUPED_CONV2DAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ice7c4d3273db31130ec64edc1b76d1c9d5197961
2019-11-07IVGCVSW-4104 Skip per-axis quantization VTS/NeruralNetworks tests for ↵Aron Virginas-Tar
GROUPED_CONV2D * Report per-axis quantization as unsupported in ConvertGroupedConv2d() until support will have been added Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ibadb848b60956f8c90fa8b538d50dea8d9a57d92
2019-11-07MLCE-133 Fixed ASR hero use-casePablo Tello
* Added workaround in FC to deal with non const weights * Added workaround in LSTM to deal with non const weights Signed-off-by: Pablo Tello <pablo.tello@arm.com> Signed-off-by: Matteo Martincigh <matteo.martincigh@arm.com> Change-Id: I854eea6a74a6959606ff25b52a0ed80b3e0a18ab
2019-11-01MLCE-143 Fix for reference implementation for service stopping when running CTS.Teresa Charlin
*ConvertDepthwise reports that weights are not supported with the first dimension of the tensor is not 1 *ConvertConcat was missing one case for reporting unsupported inputs. Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I7759ad2fea55d272e98b9eabbf4821dc9ac826e1
2019-10-30IVGCVSW-3805 Add Comparison support to the android-nn-driverAron Virginas-Tar
* Added support for the following HAL1.2 operations: EQUAL, GREATER, GREATER_EQUAL, LESS, LESS_EQUAL and NOT_EQUAL Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I71b68db70232da4aaad28caa7b0b5f9a1d7778d0
2019-10-29Improve logging in hal_1_2::HalPolicy::ConvertResize()Aron Virginas-Tar
* Added resize method (Bilinear or NearestNeighbor) to log * Removed superfluous call to SetTensorInfo() for output slot !armnn:2179 Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I4d1ad0d4c1df67c62c71f79125612b0dffa85455
2019-10-15IVGCVSW-3894 Add support for LOG_SOFTMAX to the HAL 1.2 driverAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I59645b339f3b176e5d0852769acb95f5657101d3
2019-10-09IVGCVSW-3891 Add support for INSTANCE_NORMALIZATION to the HAL1.2 Android driverAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: Ia4dfbda7aceb4cdfb8f83d49e4df21dedd415b7b
2019-10-04IVGCVSW-3818 Support Group convolution from AndroidTeresa Charlin
Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Ie98688175203563ae08019c0c3c876d9c5eae24c
2019-10-02IVGCVSW-3737 Add support for converting DEPTH_TO_SPACEAron Virginas-Tar
* Added ConvertDepthToSpace() to hal_1_0::HalPolicy and hal_1_2::HalPolicy * Implemented ConvertDepthToSpace() template inside ConversionUtils.hpp * Changed unsupported operation from DEPTH_TO_SPACE to HASHTABLE_LOOKUP in GenericLayerTests/GetSupportedOperations Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I12bf73ea721e7b6d49cc4a76000b43a3f274c6f5
2019-09-16IVGCVSW-3663 Add EXPAND_DIMS to the android-nn-driverNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: Ibf6c53822f728c0e15a9ca1cd2c2ad3593edbd82
2019-09-10IVGCVSW-3832 Implement ConvertRsqt() method in 1.2/HalPolicy.cppAron Virginas-Tar
Signed-off-by: Aron Virginas-Tar <Aron.Virginas-Tar@arm.com> Change-Id: I1baf88f15c9bdcffd38e910070c97909b7f913b3
2019-09-09IVGCVSW-3746 Add Android NN Driver support for ABSKevin May
Signed-off-by: Kevin May <kevin.may@arm.com> Change-Id: Icd32bf6f4d5f58e689b55c1c71b0d028155603c8
2019-09-04IVGCVSW-3660 Add SQRT to the android-nn-driverSadik Armagan
* Implemented Convert() function for SQRT operator * Fixed some typos in HAL 1.2 Policy Change-Id: I1e0bc7a43622c52f053927248ee1a71cb797145e Signed-off-by: Sadik Armagan <sadik.armagan@arm.com>
2019-08-22IVGCVSW-3613 Add Quantized LSTM test to Android NN DriverEllen Norris-Thompson
Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: Ie3c535789186571df9000d75ad2a62ac8c94dcb4
2019-08-19IVGCVSW-3618 Fix VTS/Neural Netwok Test FailuresSadik Armagan
* Added IsReshapeSupported check on available backend(s) after adding Reshape layer. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I38a36d5a3db0d67f0e4b4be2ef672dedb75bff22
2019-08-14IVGCVSW-3633 Refactor HalPolicy to fully support V1.2 modelsMike Kelly
* Templated and moved V1.0 and V1.1 Convert methods to ensure they can work with later versions of models, operations and operands. * The V1.2 HalPolicy no longer converts V1.2 models, operations and operands to earlier versions. * The V1.2 HalPolicy no longer passes operations to the V1.1 or V1.0 HalPolicies for conversion. Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: I5de59d43a3abb1f8ac0253dc637ad68318960c76
2019-08-13IVGCVSW-3619 Fix GpuAcc NN Test FailuresSadik Armagan
* Fixed TransposedConv2d failures calculateExplicitPaddingTransposeConv expects int32_t. Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I6ea9ea2d1ccfd17debcf93ee518287a083815f01
2019-08-06IVGCVSW-3614 Limit support of Softmax to 2D with axis 1 in HAL 1.2Narumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Change-Id: I3ef659c8b87f2c0a3d3ed5d14f74f3b05a9f94b9
2019-08-05IVGCVSW-3340 Add support for Quantized_LSTM to HAL1.2 DriverEllen Norris-Thompson
* Added conversion method to HAL1.2 Policy Signed-off-by: Ellen Norris-Thompson <ellen.norris-thompson@arm.com> Change-Id: Ida6734d34931148add2f3464c3283191ea34b712
2019-08-02IVGCVSW-3604 Fix TransposeConv2d padding calculationNarumol Prangnawarat
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com> Signed-off-by: Aron Virginas-Tar <aron.virginas-tar@arm.com> Change-Id: I5c10ab18343ecf0ebeab24a436e5be2b6c2831c7
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