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2018-11-02COMPMID-1008: Fix Doxygen issuesAlex Gilday
Change-Id: Ie73d8771f85d1f5b059f3a56f1bbd73c98e94a38 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124723 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1007: Add initial validate support to backendGeorgios Pinitas
Change-Id: I55eae35f35a3c7891e8d535907c861f022e43bea Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125470 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-881: Updated arm_gemm to the lastestPablo Tello
Change-Id: Iba2664f33320e79bd15ca9c1399e65e4cc165be6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125265 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1009 Support 4x4 output tile for Winograd Filter Transform on OpenCL.Giorgio Arena
Change-Id: I68c6453e0f192de659582404f109a89616b9fbb9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124811 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-1018 - Add Winograd support in VGG16 and Alexnet examplesGian Marco Iodice
Change-Id: I4a2deee9e4b2c54ea79d2895cfeca44190133b24 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125453 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-959: Set output valid region to CLPermuteKernel.Georgios Pinitas
Change-Id: Ieb62347c71cef5ac8941e632c8afa678f5db6f21 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124813 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-935 - Implementing Convolution with Winograd on OpenCL (part 4)Gian Marco Iodice
Implemented Winograd Output Transform (2x2,3x3) on OpenCL Implemented CLWinogradConvolutionLayer on OpenCL Change-Id: I6a113fc5f052ca07f878d2b800d2ab003f84af65 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125148 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-754: Add validation to LocallyConnected and NEDeconv layersAlex Gilday
Change-Id: Ifed8713f4d7f1315af684b30d11323db2b533f10 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121783 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-1004 GLES: Add memory manager to GLES functionsMichalis Spyrou
Change-Id: I80fc9c0dd02afd79b501abde751036f9599b7bf2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125103 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1005: Update Depthwise Convolution form RSHGeorgios Pinitas
Change-Id: I3033ddb8de183661010d6c71a83f71132037b139 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124338 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-959: Manage memory on pure GEMMGeorgios Pinitas
Change-Id: I30e605db5e54266c6af70ac9fe602437966d9c73 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125107 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-853 Fuse CL DepthwiseConvolution with Activation for QASYM8Giorgio Arena
Change-Id: I287908f76af458ad4b4d865d353dc37e33877250 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120839 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-754: Add validation to (De)QuantizationLayersAlex Gilday
Change-Id: If8fa1277e8dc5b8e28a8bcad4ff9fc672b00ce9a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/123275 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-594: Implement reference and CL/NEON validation for LocallyConnectedSanghoon Lee
Change-Id: I01e7abcf3f1b19458128e277044af850ad9fa224 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118610 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-935 - Implementing Convolution with Winograd on OpenCL (part 2)Gian Marco Iodice
Implemented Winograd Filter Transform 3x3 on OpenCL Change-Id: I8f2b2dd938c5c000ef7ce392a37fb7b8b4202a4e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122708 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-881: Addded missing DataType::QASYMM8 in GEMMLowp function.Pablo Tello
Change-Id: Id5ded4244f8a2983551308d7d3e7a07d266581ac Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124680 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-881: RSH new arm_gemm interface.Pablo Tello
Change-Id: I1e2a1a77097d8017c274af3f97eba6964f80f5fa Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122592 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1002: Expose number of pools in PoolManagerGeorgios Pinitas
Change-Id: I3b14bd87d0650dc4378dc3ccbd14274b9c019657 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124428 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-793 : Add graph intermediate representationGeorgios Pinitas
Change-Id: Ic1685de4e19e0ac79669ef2da64e1dc96c7ea0bf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115248 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02Revert "COMPMID-959: Fix valid region for Scale by always setting full shape"Georgios Pinitas
This reverts commit 77fdc0420dfd3c5009370650f963748a73f0db58. Change-Id: I1440f56f29637821e20ad2edf1055196bb69a0e2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124290 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2018-11-02COMPMID-959: Fix bug reset method NEMinMaxLayerIsabella Gottardi
Change-Id: I7ad04afa08b77eec06e7805fad85321d5e2a336b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124213 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-959: Fix valid region for Scale by always setting full shapeDiego Lopez Recas
Change-Id: Idc2d004713768ae73e157674d15c928cca0992d7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122703 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-935 Implementing Convolution with Winograd on OpenCL (part 3)Giorgio Arena
Change-Id: I51f92f30602fb0a02314f344fa67061f448694bf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122793 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-886 Don't use LWS hints by default for GPU post Mali-G72Michalis Spyrou
Change-Id: I64cb2d7f9513d69aebd9307a803b1b2c9c0e04c3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121929 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-935 - Implementing Convolution with Winograd on OpenCL (Part 1)Gian Marco
This patch enables GEMM to execute multiple batches in parallel https://confluence.arm.com/display/MLENG/Winograd%3A+batched+GEMM Change-Id: I66222db041dd35e82af11fbb262fd1ebd3ca4b2f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120866 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-979: Add NHWC data layout to the tensor's metadata (Part 2)Isabella Gottardi
Change-Id: I24aa35a85834abf0c9954aba714aeae654615b44 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122646 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-995 Add CL_DEVICE_VERSION to the test framework outputAnthony Barbier
Change-Id: Ic32742388fbd45c8acc395977586204980eff591 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/123541 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Kevin Petit <kevin.petit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPID-978: Throw exception on missing tuning fileAnthony Barbier
Change-Id: I09ad6f52cc32f5dcd38d2ba7c6143e7e9ab12b61 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122767 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Matthew Bentham <matthew.bentham@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-959 Simplify calls to clGetDeviceInfoAnthony Barbier
Change-Id: I23fac4230cdc024d669ce01b2763b8a9cf6d6691 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122714 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-978: Fixed bug in Load/Store tuning data and in the CLTuner interceptorAnthony Barbier
Change-Id: I6cdecef623ff5806cf82cb12a60aef8aefec32f5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122712 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-978 Load/Store tuning data from file (Part2)Anthony Barbier
Change-Id: I1819f42c0e456673543b267d51f730b6e80a0ad9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122629 Reviewed-by: Robert Hughes <robert.hughes@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-979: Add NHWC data layout to the tensor's metadataIsabella Gottardi
Change-Id: I89bdab7dc63a437eb7d60c0ae652c53c3875e503 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122524 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-540 Replace NEDeconvolutionLayerUpsampleKernel with NEScaleKernelMichalis Spyrou
Change-Id: Ic29557cca24447ef40fa2cfca84f208b4d43f8de Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122180 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-765: Add missing calls to validate_and_configure_windowMichele Di Giorgio
Change-Id: I18f61c9dcab715a778e856de6975d570fa26d419 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122363 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-978 Load/Store tuning data from fileAnthony Barbier
Change-Id: I1d1f402df3a58704c021b9866d489844fb5e7d7a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122395 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-941 Add NEON broadcast multiply supportMichalis Spyrou
Change-Id: I1f808c25750461bec9a28b2f6615fbd0f624117a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122262 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-959: Update valid region in DepthConcatenateGeorgios Pinitas
Change-Id: I8aaf15a64aab592bfbdb386fdb07631cad933fa6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122307 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-959: Fix bug in NEActivationLayerKernel (CONST_0-QASYMM8)Isabella Gottardi
Change-Id: I05ca7f6c22e110f3a748c1940847cdcdf2359ba7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122242 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-976: Fix warnings for ndk-r16bAnthony Barbier
Change-Id: Ie6f1c2a88ece658eb491caa2c4838fb601104850 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122302 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-765: Ignore window for StaticWindow valid region.Georgios Pinitas
Change-Id: I3bcb6047b22d122fac9e7e7267bfcb75f4ebdf33 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121792 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02IVGCVSW-972 Fix CL Permute validationDiego Lopez Recas
Change-Id: Ifd8e7ea445792a0ece1955bc2bc3454e75006dc8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121930 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-765 - Fix performance issues on OpenCLGian Marco
The problem was related to the reshape of the weights. The reshaping happened for each run Change-Id: Ie7d02fa6bb08df34e44213303e9eb0700ff77160 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121877 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> 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-765: Fixed number of threads hint for set_num_threads(0)Anthony Barbier
Change-Id: I8a71a68b597ecba03581aa79e8fd481874d7e180 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121796 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-765: Fix incorrect comma position in DepthwiseConv cl kernel.Georgios Pinitas
Change-Id: Ica047a92d3ab199ffc65a512b9ba10e865639dfe Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121806 Reviewed-by: Les Bell <les.bell@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-617: Add validate support for NEON FullyConnectedLayerIoan-Cristian Szabo
Change-Id: I08987022c8d4cc335c00b8af27bd3edb8fe64d3b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111596 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Alexander Gilday <alexander.gilday@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-754: Add validation to kernels.Georgios Pinitas
Adds validation method to: - CLConvolutionLayer Change-Id: I95516e20cfb71c1e603c60fc6491ac695883a856 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117355 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-765: Add Winograd Convolution Hint for NEON ConvolutionGeorgios Pinitas
Change-Id: I6ca59689df2b196de4960a62216c37780a04684e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118959 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-765: Fix windows in DirectConvLayer and DepthwiseConvLayerGeorgios Pinitas
Change-Id: I6c68733c8a2ada12aa3994e3e5213d20222df861 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121637 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-754: Add CLPermute validation methodIsabella Gottardi
Change-Id: I77ed920a43738effd55b086e3138f497057a72c5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121618 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-933: Replaced StaticWindow with RectangleWindowAnthony Barbier
Change-Id: I18b7d20cafa477924c8fb705cc64c92a0177ebac Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121621 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
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