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2018-11-02COMPMID-765: Fixed clangtidy warnings.Pablo Tello
Change-Id: I83d0f2bc8e0ebfdc0b60931f2c5acf0469caf886 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118696 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-765: Fixed CPU detection code to read larger buffer (was failing on ↵Pablo Tello
Arm Cortex-A55 FPGA with 8 CPUs with lots of flags). Change-Id: I493fb1013c6c25d9b9c809705b1ee24abac1d8d1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118456 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-784: Winograd tramsforms refactoringPablo Tello
1) Removed the example files winograd_layer.hpp/cpp 2) Teplatized winograd transform kernels Change-Id: I7045fa0b801b9d30a11275914aaa2dafd254aed2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118332 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02APPBROWSER-400: Implement the tensorshift kernel for fixing DC's alignment ↵Xinghang Zhou
issue on OpenGL ES Change-Id: I7a8489bb0fddc72899ea165e414ee87bdbfb45b3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118106 Reviewed-by: Joel Liang <joel.liang@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02IVGCVSW-863 Broadcast support in CL/NEON Arithmetic AddDiego Lopez Recas
Also, added instrumentation to support generic tensor broadcasting for NEON and CL backends. Change-Id: I1bc5747a286e1a4b464c209067581e103d473b9a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114201 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-866: Integrate SGEMV Neon Assembly from RSHMichele Di Giorgio
Change-Id: Icbb43de7642e2b433d7471d70b9dbbde850989d3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118197 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-765: Allow RSH's code to not have default cases in their switchesAnthony Barbier
Change-Id: I2d3cc9668852a1ba414fc3148866df408f770dc8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118308 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-765 - Added third dimension for CLTunerGian Marco
Change-Id: I0a7ea4cde1dbf8edd28908dfff80928ef7e996c4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117647 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-588: Port Equalize Histogram to new validationJohn Richardson
Change-Id: Iff50adf2993bd69c2696a47559d6b2e0011fed87 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110177 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-765 Fixed missing cast that was breaking the bare metal buildAnthony Barbier
Change-Id: I80437f7ba6e4b8ec1fb145300a017b3688f3f2b6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118086 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02IVGCVSW-798 Add Softmax NEON support for QASYMM8Diego Lopez Recas
Change-Id: I4f2cca52caf210fdb7d6bb7e9436ac51cb5088b4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112398 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-784: Added support for biases in WinogradLayer.Pablo Tello
1) Updated to the latest code from the RSH repo. 2) Moved winograd transforms into kernels. 3) Added support for biases Change-Id: I7f39f34a599b49d7d9b549cc10a4f4d4a8007ab8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117474 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-791: Generic Depthwise Convolution Layer NEON QASYMM8Georgios Pinitas
Change-Id: I33cf54e68f6c097ac58b6f16c3f9a720978f09cd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117289 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-790 - NEON: Add QASYMM8 support to ConvolutionIsabella Gottardi
Change-Id: Iec82a91ad351cfe8d07d0976a24bd42f4703177a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116833 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-765: Clangtidy warningsPablo Tello
Change-Id: If8c1e0103ae2e3dfde3d0b9f23575c0e904c7f30 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117961 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-748 - Integrating optimized SGEMM for bifrostGian Marco
This patch introduces a new GEMM capable to improve the mac utilisation of 10% compared to the GEMM without reshape. However this implementation is not faster in all cases as we need to take into account the time for reshaping the matrices. For this reason an heuristic solution to select the optimal GEMM to use has been added to the function. More information about the heuristic implementation can be found at COMPMID-852. With this new patch, GoogleNet, MobileNet, VGG16 and SqueezeNet can improved the performance of 1.5x. More information about the performance uplift can be found here: https://confluence.arm.com/display/MLENG/GEMM+FP32+performance%3A+ACL+18.02 Change-Id: I024563c06b9aed02a211a974e452bae5c233b04c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117140 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-798 Add instrumentation to NEON kernelsAnthony Barbier
Change-Id: I9dbb090cac731d68bd98a7d1c8ab0e1cb0a5c911 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116746 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-816 - Optimizing CLGEMMLowpMatrixMultiplyCore - Part1Gian Marco
The performance improvements have been reported at the following confluence page: https://confluence.arm.com/display/MLENG/GEMMLowp+performance%3A+ACL+18.02 Config3 of McVail looks improved by 29x Change-Id: I8b203c0b75fc368f85cea863b7eed398fab3e79a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115783 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02APPBROWSER-377: GCConvoutionLayer support for FP16Stephen Li
Change-Id: I801b5e393a16a9f92c062826e6fcfd5982ca7bb3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116584 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-815: Updated NEWinogradLayer with the lastest code from Research.Pablo Tello
Change-Id: I86d7f53b5f5d1dbc22078aea5c32b08a25d1f49e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116634 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-838 Implement CLPermuteMichalis Spyrou
Change-Id: I6d97b649f1ebc289c9e6f8949e67740a6b3cbcb2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116636 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-674 - Create Google InceptionV3 exampleGeorgios Pinitas
Change-Id: I389e0d4104b7dde60b7cdd612a83f3328517e44c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115804 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-791: Adds support of QASYMM8 in NEDepthwiseConvolution3x3Georgios Pinitas
Change-Id: I1a9ed6c3420ddf8978aeaad48d9915333b006b49 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116374 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-816 - Enabled CLConvolutionLayer to use CLGEMM function insteadGian Marco
of CLGEMMMatrixMultiplyKernel kernel. Change-Id: If035fa3d1fb3ff4012442bcd908c370d21aa6657 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115990 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-830 Fix hang in arm_compute_benchmark NEONMichalis Spyrou
Problem seems to happen when calling clfinish inside the CLScheduler destructor. Removed destructor and now calling sync() in benchmarks main.cpp. Change-Id: Ibb36a0d19aa03349d291407a1fb8266dce3ec75b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116288 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-785: Add QASYMM8 support for pooling layerGeorgios Pinitas
Adds generic pooling case for QASYMM8 Change-Id: I37d38a92ca61651e915fbbbb6da88e180390b4ab Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115439 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-765: Fixed unused variable warningAnthony Barbier
Change-Id: I244954f748169cefcf71409bc9fdbc45de816ba5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115878 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-753 Add benchmarks for GEMM/GEMMLowp used in AlexNetGiorgio Arena
Change-Id: Ie680065fe98c2fcdefad1fd5240f0a951df6e4cf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115779 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-471 Implement Deconvolution on OpenCLMichalis Spyrou
Change-Id: Ie00c6b08a51d30c5ce2637d40ee3d165b8a68686 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110311 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-727 - Implement reference and CL/NEON validation for ↵Sanghoon Lee
CustomConvolutionRectangle Change-Id: I108a48ad5e6dc3f331fd5ceb38ced8ccdb31d81a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113130 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-784: Winograd refactoringPablo Tello
Removed the code that created a subtensor and imported memory from the workspace in the function run() method. The subtensor is no longer needed because we perform the reordering of the tensors with NEPermute. The call to the method winograd::Winograd2x2_3x3GEMM<TOut, TIn>::reshape_output() will transform the results from the winograd domain into the spatial domain and this will be stored in the member _output_nhwc. Change-Id: Iae09d26c7587cd2eed98968c3ce214e20031038e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115483 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-783: Segfault in OCLGrindGeorgios Pinitas
Enforce clFinish to be called on destruction of the CLScheduler to ensure that no leftovers are in the queue which might lead to the retain of the queue and its deferred destruction. Change-Id: Ic71933f65cdccd74f4f01a6e2ec1a049995f5b50 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115389 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-759 - CLGEMM optimization for McVail benchmarksGian Marco
This patch introduces an optimization for CLGEMM on Bifrost architectures which can bring to 40% of FMA utilization on config 3 of McVail. The new CLGEMM does not require any reshape of matrix A and matrix B. This patch also adds the auto-config in CLConvolutionLayer and CLGEMM and extends the interface for NEGEMM and CLGEMM. Change-Id: Ibb354eda45e9ca64b14a99700fb21dff5989dda9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113716 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-746 Allow NEDirectConvolution to work without biases for QS.Michalis Spyrou
Renamed BiasAccumulateKernel to OutputStage. If no bias is provided when the input is quantized, the kernel simply downscales the input. Throw error if no bias is provided and input is floating point. Change-Id: I645a4ee9c6014b0547778fdd92c9ec72ef2f0aab Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114158 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-773: Add CL/NEON Harris Corners benchmark testsAlex Gilday
Change-Id: Idf452cfa0428a36f2d718a6d438d6e59897e1e99 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115061 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-750: Enabled support for U8 and S8 datatypes in ↵Pablo Tello
NEGEMMLowpAArch64V8P4Kernel Change-Id: If32cbdc65f2e1441595cae5b4824a9b4357c8bf6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113467 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02APPBROWSER-366: Add DepthwiseConvolutionLayer(fp16 only) support.Frank Lei
Change-Id: I051b7e56b60bf1a55cdf014539ef71346d3aee26 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114737 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-719: NEWinogradLayer reordering using NEPermute.Pablo Tello
Input reordering from NCHW to NHWC Output reordering from NHWC to NCHW Weights reordering from [Ofm x Ifm x Height x Width] to [Height x Width x Ifm x Ofm] Change-Id: I85aabedb1f9c13700bc4919eb3130f4d4bd0b465 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113631 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-767 : Propagate hints to subgraph.Georgios Pinitas
-Propagates hints to subgraph. -Fixes dispatching of apropriate optimized DepthwiseConvolution kernel for OpenCL backend. NEON backend is altered to default to the generic case until COMPMID-769 is addressed. Change-Id: I544f05cd99a9ac253f1b19aa4e4bb222b8fdd087 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114781 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-617 Add validation to NEConvolutionLayerGiorgio Arena
Change-Id: I796a13e6ea672e274aaa8234ee0689828fec7292 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111348 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Ioan-Cristian Szabo <ioan-cristian.szabo@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02APPBROWSER-356: Implement GCArithmeticAddition Operatorzhenglin
Change-Id: I4ce55e69b3a76ab3539955d5ad12a226159b1daa Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114222 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-617: Adds CLFullyConnectionLayer validation supportGeorgios Pinitas
Change-Id: I4d2eb9872a3165fdcaa7784596e441cbe563dbc2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112577 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Ioan-Cristian Szabo <ioan-cristian.szabo@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02APPBROWSER-230, APPBROWSER-300: Rename GCScheduler enqueue to dispatch, sync ↵Joel Liang
to memory_barrier Also fix the synchronisation issues between different kernels. Change-Id: Ib59d83ae8d5cc8b0bdf13e6f4958edccdab91ca4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114594 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02APPBROWSER-359: Sync tensor in GC benchmark testsJoel Liang
Change-Id: I22c1aa92e70d6143bbcec90e9e7de9f1ce1c1e55 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114635 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02APPBROWSER-341: Add ResizeNearest operator supportFrank Lei
Change-Id: I1eefcb89b2185514f6eba8f3d0e7b126b20f7d8f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113856 Reviewed-by: Joel Liang <joel.liang@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02Fix destruction order of singleton objects and resolve hang GLES issue.Ioan-Cristian Szabo
Change-Id: I9df42d4255b371b275a74aa521406e6796ee436b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113901 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02APPBROWSER-304,342: Add exclude padding support for OpenGL ES implementation ↵Xinghang Zhou
and implement MaxPool operators Change-Id: Ie6ba36ff114feec2a21739dba11bbb60b76af443 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113697 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Stephen Li <stephen.li@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02APPBROWSER-340: Implement NormalizePlanarYUV operatorzhenglin
Change-Id: I943fe27ed83e6c499d8f9919c7083f39f6f25acc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113211 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Stephen Li <stephen.li@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-750: Fix assembly kernel interfacesGeorgios Pinitas
Assembly kernel interfaces were wrongly translating the layout of the input matrices. Boolean flags transform0 and transform1 do not match the actual interface of the gemm assembly code which expects transpose0 and transposed1. Change-Id: Ia4df65a533834647fa63e78e8c897924793949df Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113410 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-556: Fix NEConvolutionLayer for fully connected convolution.Georgios Pinitas
Fixes weights shapes and assembly kernels dispatch parameters in case of fully connected convolution. Change-Id: I872c5934aab1d8ea6ef154d843521b5618fa2dcc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113062 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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