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2020-07-28COMPMID-3575: Mixed preicision in NEInstanceNormalizationLayerKernelSang-Hoon Park
In order to fix the issue caused by the limited precision of FP16. mixed precision (float accumulator) is introduced to NEInstanceNormalizationLayerKernel. Since the reference kernel is doing the mixed precision, currently mixed preicision computation is default when it is called from NEInstanceNormalizationLayer. - Make NEInstanceNormalizationLayerKernel use kernel descriptor to enable mixed precision computation - NEInstanceNormalizationLayer is modified to use the descriptor Change-Id: I7766622d715df054e303f9b441380b15b51f02b2 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3589 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-24[ONCPUML-120]: Tweak of the launch heuristics for hybrid_u8u32_dot_16x4 kernelAleksandr Nikolaev
Hybrid kernel turns to be faster for qasymm8 than quantized_wrapper with interleaved. Signed-off-by: Aleksandr Nikolaev <aleksandr.nikolaev@arm.com> Change-Id: I200646aee6cdcabfe125b746c7d87bfa7d06e0fc Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3585 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-23COMPMID-3578: Update FP32/int8 kernel selection.David Mansell
Upgrade the current 'is_preferred()' mechanism with a new framework, where kernels instead provide an estimated cycle count figure. Compatibility with old mechanism is achieved via a wrapper which replaces a "true" result with an estimate of 0, and a "false" result with UINT64_MAX. This mechanism is then used to select between 'interleaved' and 'hybrid' FP32 NEON kernels. This uses a simple system based on counting MACs performed and bytes of data transferred (for rearrange/merge operations) and dividing by fixed performance figures, which are provided for A53, A55, A73 and 'default' figures (based on A76). Separately, a new route for performing int8 GEMMs by using the int16 kernel is provided. This performs significantly (for uint8) or slightly (for int8) better on A53 than the existing int8 route. Optimized 8-to-16 bit transforms are also included. Change-Id: I53b2e59eb9368793c78c2081e17d2445361bcc47 Signed-off-by: David Mansell <David.Mansell@arm.com> Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/250120 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3609 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-07-22COMPMID-3600: Fix requantization in NEPixelWiseMultiplicationKernelMichele Di Giorgio
Quantization wasn't done correctly and since we have helpers for that, the code has been modified to use them. Change-Id: Ia16577cea57dcb1864d91a06ab6aebf8ead67de5 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3608 Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-07-21COMPMID-3600: MUL unit test failing with data type QUANT8_ASYMMSheri Zhang
Add broadcast support for NEPixelWiseMultiplicationKernel with QASYMM8/QASYMM8_SIGNED Add test case for QASYMM8 broadcast Fix QASYMM8 saturation issue Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ie67cfa8b94ab542133b031efbff8379cc57cfc2d Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3586 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2020-07-17COMPMID-3576: Nightly failure: NEON/PoolingLayer/Float/FP16/MaxUnpooling S10Sheri Zhang
Extend NEPoolingLayer max pooling to extract indices for FP16 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I5a7c754be353e4c2c5d0ab3794e9427408d0c4fa Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3580 Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-16[ONCPUML-97]: Implement "int8" support for 2D decomposition at high core countsAleksandr Nikolaev
Interleaved2d functionality was extended to uint8 and int8 kernels. Change-Id: If78facbce56e9ec7b2f4c23436af0bd5db7f7b69 Signed-off-by: Aleksandr Nikolaev <aleksandr.nikolaev@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3467 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-16COMPMID-3324: ADD CTS test failing with data type QUANT8Michalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I744b1916801c6d299be24e48da2e82548c3bf514 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3582 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-07-15[ONCPUML-96] FP16 support for 2D decomposition at high core counts.cfRod
Added changes to gemm_fp16 to pick gemm interleaved pretransposed 2D for hgemm_24x8 and sgemm_12x8. Also added the change for scheduling hints based on datatype F16. Signed-off-by: cfRod <crefeda.rodrigues@arm.com> Change-Id: Idd754cf14b47d00a70eab79bbb5ee3ecaf77450f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3477 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-14COMPMID-3374: Remove memory state from NEConcatenateLayer kernelsGeorgios Pinitas
* Allow the following kernels to accept backing memory at run-time: * NEBatchConcatenateLayerKernel * NEDepthConcatenateLayerKernel * NEHeightConcatenateLayerKernel * NEWidthConcatenateLayerKernel * Allow the following functions to accept backing memory at run-time: * NEConcatenateLayer Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ib0b6714cff7f06a52dc74d294bc3e0d72a1c2419 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3569 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-14COMPMID-3589: ADD CTS test failing with data type QUANT8_ASYMMMichalis Spyrou
Pick the correct scales and offsets in case of broadcast. Added tests for quantized QUANT8_ASYMM. Change-Id: I04e90b8ae1f624b12bbdcf6ed9187e58b9135c85 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3562 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-13COMPMID-3531: fix index offset overflows in NEDirectConvolutionLayerKernelSang-Hoon Park
When a large input and kernel is used, the computation of "max_offset" variable can overflow. Adjust types of the variable as well as the variable compared with for consistency. The test spotted the overflow is added to nightly suite. Change-Id: I2f114e4b49167889a6d3729c71823c089d6f42e3 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3527 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@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>
2020-07-08COMPMID-3574: add logarithm to LogSoftmaxLayerSang-Hoon Park
Missed logarithm for the summation is added to NEON, CL and reference backends. To avoid complex changes, log softmax layer on CL backend doesn't support quantized data types. Tests and doxygen comments are modified accordingly. Change-Id: Iafd29291be8b81345cb4999b2668dbc3ae0c3345 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3517 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-07COMPMID-3532: Align data type support between doxygen and implementation - NEONMichele Di Giorgio
Change-Id: I70662cfb43890873b706b3f22b348f5d8cdd63ca Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3506 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-07COMPMID-3324: Remove pretransposed support from NEON backendGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I394c6c539969940e0119cbc14174909d47e65de6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3519 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-07COMPMID-3373: Async support to NEArithmetic* kernels/functions (Pt. 2)Michalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Iec06adb535aaf7efb1838d921e8d6bb978b7b215 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3498 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-06COMPMID-3532: Align data type support between doxygen and implementation - CPPMichele Di Giorgio
The patch also removes some unused NEON kernels. Change-Id: I4a7622f31c88ee038b21874614a981764a03122a Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3509 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>
2020-07-06COMPID-3324: Clean GEMM kernelsGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I170de1671e061a78740caee31fb4a1b8642c1369 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3505 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-07-03COMPMID-3539: Change indexing for nearest neighbor with aligned cornersSang-Hoon Park
For nearest neighbor interpolation policy with aligned corners all of NEON, CL and reference use round() rather than float to find the nearest integer. Change-Id: If0360da870e983303bf0424ca1100084084c1efc Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3495 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-02COMPMID-3324: Fix per-channel quantization on N blockingGeorgios Pinitas
Direct the column to start from in the quantized code Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I8231e0b541c6b1b76becf349a1d6ddf973ade9e2 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3488 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-02COMPMID-3477: Remove padding from NEPixelWiseMultiplicationKernelSheri Zhang
Remove padding from all NEPixelWiseMultiplicationKernel functions. Add test case for U8_U8_S16(input1,input2,output). Add reference code for U8_U8_S16(input1,input2,output). Remove window shrink test from NormalizationLayer. Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I28d89790c5527a42f918814a0ee3d6ec4c273532 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3468 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-07-01COMPMID-3153: Remove padding from NENormalizationLayerKernelManuel Bottini
Change-Id: Ib84308ea18bfa31ffbc3269a1f005d7d302139f7 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3350 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-06-30COMPMID-3324: Handle unused variable in SVE based GEMM kernels.Georgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ic201433d6c2191c1498390d97dd371e578a081fe Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3480 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-30COMPMID-3539: Ignore align_corners for scaled size of 1Sang-Hoon Park
Scale kernels failed to validate when align_corners is true for scaled output size 1. Change this behavior to ignoring align_corners value to be aligned with expected behavior of higher-level frameworks. Also the minimum output size generated by the fixture for Scale kernels is changed to 1. Change-Id: Ib8e479af8bc43de3780005545f0c53fe195dc22e Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3478 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-25COMPMID-3150: Remove padding from NEL2NormalizationLayerKernelGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I7ae0d56f1c1f55c7049509b1f80cc07bdc54c8ec Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3457 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-25COMPMID-3538: Remove templates from ↵Michalis Spyrou
NEGEMMLowpOffsetContributionOutputStageKernel This change reduces the core's library size by 191Kb. Change-Id: Ifb8eb0d7f8bc7713f2368803a62a4c9277cc5c87 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3439 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-25COMPMID-3373: Async support to NEArithmetic* kernels/functions (Pt. 1)Michalis Spyrou
Added support on NEArithmeticAddition and NEArithmeticSubtraction Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Ifa805f8455ef6eff1ee627752dc1c7fe9740ec47 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3451 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-06-22COMPMID-3537: Remove template from NEGEMMLowpOffsetContributionKernelMichalis Spyrou
This change reduces the core's library size by 14.5Kb. Change-Id: I0f4a1ed4de85423be5cc4a9fb6abc503bbde0767 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3431 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-22COMPMID-3384: Async support to NEStridedSliceLayerKernel kernels/functionsMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I631c566fdf38ff0388b38e71549a1291d351f8b6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3426 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@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>
2020-06-18Revert "COMPMID-3480: Perform in-place computations in ↵Michele Di Giorgio
NEArithmeticAdditionKernel" This reverts commit 4a61653202afb018f4f259d3c144a735d73f0a20. Reason for revert: We will allow in-place computations by providing the same input1 (or input2) as output, thus avoiding changes in the interface. Change-Id: I7c8669e207e15731dc26dc366150bf960508a879 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3035 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-17COMPMID-3520: Move ndrange.hpp header from arm_gemm to assemblyMichele Di Giorgio
Change-Id: I6352a520ce38230cdfbad346b176cb659ab242a7 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3327 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-17COMPMID-3375: Port NEActivationLayer functions/kernels to run onGeorgios Pinitas
different tensors. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I98782bb73e9dc0899ffb1796aca6f99714adea94 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3343 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-16COMPMID-3391: Implement Async interfacesMichalis Spyrou
Change-Id: I8168cea5056ff48a0253ebb8c88ea549a3ea69a2 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3335 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-06-16COMPMID-3521: SUB_V1_2 CTS test failing with data type QUANT8_ASYMMMichalis Spyrou
Change-Id: I2d113f3a97bf701a1a8395855e6f2cb85b99e31f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3337 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-06-15COMPMID-2449: Implement NEUnPoolLayermorgolock
Change-Id: I5677c87bba97dd395a3e13dbce34a3dd2c437033 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3289 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-15COMPMID-3480: Perform in-place computations in NEArithmeticAdditionKernelMichele Di Giorgio
Change-Id: I0089657dd95d7c7b8592984def8e8de1d7e6d085 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3308 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-12COMPMID-3527: QLSTM should allow nullptr for optional projection biasMichele Di Giorgio
Change-Id: I5568ca1e9383f3960886f211d8320fc4525a8804 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3326 Reviewed-by: James Conroy <james.conroy@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-11COMPMID-3523: Fix NEDepthConvertLayerKernel f16 castingSiCong Li
* Force F16->QASYMM8 AND F16->QASYMM8_SIGNED saturation * Fix S32->F16 casting Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ic4be3865794947c577897cd9ad8554be4ebfe9bc Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3324 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-10COMPMID-3523: Fix validation fails on armv8.2-aSiCong Li
* Fix neon sqrt activation delta(epsilon) * Fix NEON Hard Swish validation tolerance * Fix NEON FP16 LogSoftmaxLayer validation test typo * Raise NEON reduction (sum) f16 tolerance Change-Id: Ia33d69ce5f0b78be1893fb8e13d2761a8e7fceff Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3318 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-10COMPMID-3324: Remove extra bracketGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I9e4dedf2c216ee6229674cd4b71fa665afce3097 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3316 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-09COMPMID-3177: Remove padding from NEBatchNormalizationLayerGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I9be23e6ef1f552eb159e39fda16c82fa20124094 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3307 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-08COMPMID-3180: Remove padding from NEThresholdGeorgios Pinitas
- Removes padding from NEThresholdKernel - Alters configuration interface to use a descriptor Change-Id: I394d5e1375454813856d9d206e61dc9a87c2cadc Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3300 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-08COMPMID-3363, COMPMID-3364: Add align_corners support to nearest neighborSang-Hoon Park
- Both NEON and CL's Scale Kernel now supports aligned corners with nearest neighbor interpolation - Unsupported combination (center sampling policy with aligned corners) now fails on validation - Test suites for CL and NEON are pruned by removing unsupported combination Change-Id: Ieea4f145a131593b89b471dcec2b09619136b17c Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3297 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-04COMPMID-3164: Remove padding from NEUpsampleLayerKernelManuel Bottini
Change-Id: Ib96b7c8e86311acc1859c44afa3731e56373aa89 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3299 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-02COMPMID-3363: Create ScaleKernelInfoSang-Hoon Park
NEScaleKernel and NEScale are modified to use the new kernel descriptor. Change-Id: I32e3e2a5209a38f5bf32c43f64b2aa4430825988 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3239 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-02COMPMID-3167: Remove padding from NEROIPoolingLayerKernel and ↵Manuel Bottini
NEROIAlignLayerKernel Change-Id: I19106e4bb0f6886a23dccc5c71e864a8364f40f9 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3288 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-01COMPMID-2395: Add support for U8 datatype to CropResize on NEONMichele Di Giorgio
Change-Id: Ia356b3545e01ccc98056951f3a20ed2712240dac Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3283 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-28move ndrange.hpp header into arm_compute directoryVincent ABRIOU
ndrange.hpp file is needed by arm_gemm_compute_iface.hpp when building armnn. In a cross compilation environment like Yocto Openembedded, the installed include files comes from either /arm_compute, /include or /support directories. So to avoid armnn build failure, ndrange.hpp need to be moved in arm_compute/core/NEON/kernels/arm_gemm directory. Other files that need ndrange.hpp to build are updated accordingly. Signed-off-by: Vincent ABRIOU <vincent.abriou@st.com> Change-Id: Icc8e18b23dd06c56e0c49a84d4a51bfd85fe2290 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3271 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-20 15:00:43 +0000