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2018-11-02COMPMID-873: Integrate RSH NEON Depthwise Convolution routineGeorgios Pinitas
Change-Id: Ida1e9a836bc518bfe5563e16bf7f92bde5fc13f7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118472 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-876: Integrate RSH native GEMM kernel.Georgios Pinitas
Change-Id: Iaae87e155fa673bf099c2bc21a7be072c5c08fc1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/119118 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-887 Valgrind invalid read in print_measurementsMichalis Spyrou
Change-Id: I595d9ac7a616b3ab21ccc889251d0895c9ac9fb0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/119099 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-828 - Add support for non square pool size - Part1Isabella Gottardi
Change-Id: Ib8100e7c659c49694c746fa3f36ce20f44f6929f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117804 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-896: Replace legacy 4x4 u8 GEMM kernel with safe version.David Mansell
It's not safe to accumulate two u8xu8 results into a u16 accumulator. This changes the kernel to use uadalp after every single multiply. Correct the test fixture as well. Change-Id: I011b90033c4673e55b843d079e3f7d185b1df330 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/119096 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-891 - Use OpenCL timer in CLTunerGian Marco
Change-Id: I84a914c13b162c4f74321c9cafc30a18ad4ebbdb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118797 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-855 - Optimizing im2col on OpenCL (DCHW)Gian Marco
Introduced optimizations for 1x1, 3x3, 5x5 and 11x11 Change-Id: Ibb7f7a9fbec01a7684746ed8513634078126e452 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118107 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-754: Add validation method to CLPermute kernelMichele Di Giorgio
Change-Id: If6f3888a035b557a6c369efa22b56d6c8d3efbd3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118789 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-787: Add CL support for broadcast multiplyMichele Di Giorgio
Change-Id: I71f67789648ef05ccdedce77c7427bc0127b3a69 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116741 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 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-861: updated RSH Gemm's transforms.Pablo Tello
Change-Id: Ic1f215c1ae85ad5c516cc3600447a50bba77ebc1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117668 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-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-860: Neon HGEMM integrated assembly kernel from RSH for Arm ↵Pablo Tello
Cortex-A55r1. Change-Id: I640ae54dcc4591915c7a539b27728f05b70cf0eb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117616 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@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-841: Add CL QASYMM8 RELU ActivationMichele Di Giorgio
Change-Id: I8e0b7cad2f977942224d0116e8498bf9b2d6014d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117229 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-784: Doxygen fixesPablo Tello
Change-Id: I35f429fbf08dece7c759242c37e0a68b0851ce49 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117231 Reviewed-by: Anthony Barbier <anthony.barbier@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-719: NEPermuteKernel refactoringPablo Tello
Change-Id: I91b43d9706ac3244ce43684967ace0b022d35bad Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114988 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-839 Added method to clear the Kernel Library's program cacheAnthony Barbier
Change-Id: If2e14c19f16686a2a8e05832845f8bfcf0f0cdaf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116537 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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>
2018-11-02IVGCVSW-863 calculate_max_window..() family takes ValidRegionDiego Lopez Recas
Change-Id: I91e39713ffa580e9d2213988ad3517a8a41bf4e8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114013 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-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>
2018-11-02APPBROWSER-298: Remove the old shader common codeJoel Liang
Remove token pasting operator support for GLES shader Remove cs_shdaers/helpers.h (The old GLES shader common code) Remove class BufferParam. We don't need to pass the buffer_data_type_shift to GLES shader. Change-Id: Ic4fa6b2fb7647b8f69759f6077ae4a5b483cc04d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115448 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Frank Lei <frank.lei@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID: GEMMTranspose1xW tests.Pablo Tello
Change-Id: I62a7a1871b93fafc65eb58fa550bc86179bdffe7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112489 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-589: Port HOGDescriptor to new validationJohn Richardson
Change-Id: I2021612e61de1b82aaeb49249d06929c7fceb15f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115216 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@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-765 Merge pull request #325 from lukeiwanski/feature/no_exceptionsAnthony Barbier
ARM_COMPUTE_NO_EXCEPTIONS macro guard Cherry-picked public merge request from Codeplay Change-Id: Id819177fcc86a64dc4e82eefe46b2f646619e8c0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114924 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@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>
2018-11-02APPBROWSER-357: Fix Transpose performance issue by tuning lwssteli01
Change-Id: Ia71435f6e5c5610e2b76d6d4eb61a8847ca42305 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114829 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Anthony Barbier <anthony.barbier@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-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>
2018-11-02COMPMID-766 Allow graph examples to run without OpenCL being present on the ↵Anthony Barbier
platform Change-Id: I4142e0720ecb58549a08d4e86ad21abb882f5f37 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114552 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Anthony Barbier <anthony.barbier@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>
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