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path: root/src/core/NEON/kernels/NEElementwiseOperationKernel.cpp
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2021-01-22Rename functions/classes for elementwise operationsSang-Hoon Park
* Create CpuElementwise operator * Rename kernel classes * Make the kernels stateless Partially implements: COMPMID-4003 Change-Id: I4ef9c61a3acc3ac5dbe46463d62dcb88a5face21 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4881 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-18Decouple data types of elementwise kernelsSang-Hoon Park
Partially implements: COMPMID-4003 Change-Id: Ie51e43e24fb9a6b5b96d13cdc3d72fbda027a68b Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4873 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-13Add SVE2 kernels for quantized elementwise operationsSang-Hoon Park
Partially implements: COMPMID-3872 Change-Id: I76d81f2b8aa343f9d830298bc931e410c7c901bc Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4842 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-01-12Add SVE support for non-quantized elementwise operationsSang-Hoon Park
SVE kernels are added to all previously supported arithmetic and comparison operations with exception of S16 arithmetic operations due to complexity of widening and narrowing of integer vectors. Partially implements: COMPMID-3872 Change-Id: Ic433eb7227dfcfd0d1429f18acebec2d934ca8bd Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4778 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-12COMPMID-3960: Mismatch on NEArithmeticSubtractionGeorgios Pinitas
Corner-case failure when both input shapes had unit shape on the X axis. Broadcasting was enabled leading to invalid window execution. Check is updated to cross-validate the presence of broadcasting by checking the X dimension in both input shapes. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I0b79542279e8d155d2661fddff9691d94a1f6855 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4391 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-03COMPMID-3638: Move NEON kernelsMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Ieed3e4bc8be7fef80c90c5094599b477a56fc473 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4285 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-10-20COMPMID-3637: Move utility headers from arm_compute to srcSang-Hoon Park
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: If9d6fa8c900b68c4b6fd373f2fc1f9abb83ea917 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4145 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-07COMPMID-3637: Move wrapper to srcGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I524b0c4b49c7a7035b7d078b9585d77b0d438e10 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4083 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-10COMPMID-3583: Add S32 support to NEElementwiseDivisionGeorgios Pinitas
Division follows the flooring division approach where for example 5/2=2 while -5/2=-3 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I65756e0b31fe8d97f743a4c13dc5f96304722f75 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3929 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-28COMPMID-3504: Add support for BOOL in NEON comparison operatorsMichele Di Giorgio
Change-Id: I81b0c2482bc20b1ab5124ed6179bb94cbced7875 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3869 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-05COMPMID-3392: Collapse TensorMaps into a single TensorPackGeorgios Pinitas
Collapse InputTensorMap and OutputTensorMap to a single TensorPack mechanism. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ie2fdfc6b07d84ad589169ec99ca64fcf45a00bec Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/253783 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3641 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>
2020-07-09COMPMID-3324: Adjusting capitalization of Arm copyright claim to reflect Arm ↵Michele Di Giorgio
preferred presentation Change-Id: Ib7dcfcbb24b408999dfae366b9da396485aacf78 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3525 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-19COMPMID-3377: Async support to NEElementwiseUnaryLayerKernel kernels/functionsMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I208287b44ece051e95f891d43a691cb0ac6e56c5 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3419 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-05COMPMID-3444: Fix CpuAcc Hal 1.3 PRelu failure issueSheri Zhang
Fix CpuAcc Hal 1.3 Max & Min failure issue Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ib519e6c6717e6608106aebc8c1cd751a731428a3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3139 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-01IVGCVSW-4743: Fix CpuAcc Hal 1.3 Comparison FailuresMichele Di Giorgio
Broadcast for QASYMM8_SIGNED was not handled. Change-Id: Id5dbb0dce78838319218de94551bba52d697f4a4 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3131 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-01COMPMID-3069: Allow different quantization info in NEElementwiseMin/MaxMichele Di Giorgio
Change-Id: I97f9f7e9f054b2a812a23b25cfb21033f76a9101 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3125 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-16COMPMID-2994: Add support QASYMM8_SIGNED in NEComparisonOperationKernelmorgolock
Change-Id: I56be8c6a18b6d73d7c903fb9d64d205e125358f2 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2589 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-09COMPMID-2994: Add support QASYMM8_SIGNED in NEElementwiseMaxmorgolock
Change-Id: I8261558384ae028f7f016dfd6715de140f0b6445 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2528 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-12-05COMPMID-2796: Add support for QASYMM8_SIGNED in NEActivationLayer and ↵Michalis Spyrou
NEPReluLayer Change-Id: I089fd19a6beab7779d690bc9ace327f661c2753d Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2407 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-06-13COMPMID-2336: Fix armv8.2-a build on AndroidMichele Di Giorgio
Change-Id: I073f38bebfa732bab63cdb6c2a8aed984521abdf Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1334 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-11COMPMID-2321: PRELU support in NEActivationLayergiuros01
Change-Id: Ib320ee7772492cd1b86eba624438da826d47b984 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1224 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-06-03COMPMID-2225: Add interface support for new quantized data types.Georgios Pinitas
Add support for: -QSYMM8, 8-bit quantized symmetric -QSYMM8_PER_CHANNEL, 8-bit quantized symmetric with per channel quantization Change-Id: I00c4ff98e44af37419470af61419ee95d0de2463 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1236 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-05-15COMPMID-2269: Implement POW operator for NEONUsama Arif
Change-Id: I7135f665d89da3c24c9bbe00e991a64713a41d0e Signed-off-by: Usama Arif <usama.arif@arm.com> Reviewed-on: https://review.mlplatform.org/c/1128 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-05-01COMPMID-1995: Fix clang-tidy warningsMichalis Spyrou
- Remove VirtualCall checks - Fix some unused variables errors - Use std::array insted of C style arrays - Various fixes Change-Id: Ife6170b7102de42b8f04e298dcf8476bf90779f0 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1049 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-02-20COMPMID-2007: Compilation failures with ndk16b.Georgios Pinitas
Resolves double brace initialization issues. Change-Id: Ic9319d4abc1d6428cefabc18be1c176bea7607dc Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/729 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-22COMPMID-1710 Fix bare metal build failureMichalis Spyrou
Change-Id: Ibf66f518a503bd386c0273d21a47073271adf9a4 Reviewed-on: https://review.mlplatform.org/549 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-21COMPMID-1768: NEON: Implement RealDivGeorge Wort
Change-Id: I0868669f7b733df141794fba1d79436e7581bd3a Reviewed-on: https://review.mlplatform.org/426 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-21COMPMID-1753: NEON: Implement Less, Greater, GreaterEqual, Equal, Not EqualGeorge Wort
Change-Id: I6fa95badcdecb826ac5bd9113f118603d5ac2e82 Reviewed-on: https://review.mlplatform.org/393 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-17COMPMID-1754: NEON: Implement Maximum, Minumum, SquaredDifferencegiuros01
Change-Id: I77e8c6a8af6ad841293ed5e66ed582035cc1424b Reviewed-on: https://review.mlplatform.org/339 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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