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2018-11-02COMPMID-1180: Add support for bucket multi-threading (Part2)Anthony Barbier
- Introduced some Hints allowing the function to set its favourite splitting method for a given workload - Implemented the bucket split (Disabled by default) Change-Id: I3a48dfb0bd0ec8b69a44d9c4a4c77ad3f6dc9827 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133079 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-911: Allow GEMM to work with 3D tensorsIsabella Gottardi
Change-Id: I8c4823a0d909e19e9ef548f00b9ae98c66de61dd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/123569 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1222 Implementing CLArithmeticDivision - FP32 / FP16Michalis Spyrou
Change-Id: I2e3f725ef5ed1454755086b9640ab84a81f4d40e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135170 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-761: Add CL/NEON Convolution benchmark testsJohn Richardson
Change-Id: I684baff3bfdff2244e04facd2d85d84609b7caff Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134769 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-761: Add CL/NEON HOGMultiDetection benchmark testsJohn Richardson
Change-Id: I5e38eccc2fb273e2fd196b0528f27058e7c7ba2e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135667 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1162: Enable NHWC data layout support for NEWinogradConvolutionLayer ↵Pablo Tello
- part1 In this first part we reworked the configuration of the kernels as before we passed the raw pointer to the buffer within the configuration of the function Change-Id: I83d3cb64c562303093c7f0ae52395ecd080a5d52 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133560 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-1269: (Nightly) Fix CL/Winograd/OutputTransform mismatchesGeorgios Pinitas
Check if the depth is multiple of tile size for NHWC if not write to dummy padding. Change-Id: Ie854dcbc75aa94bd1686f7769a009dd2654fdfed Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135055 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-761: Add CL/NEON LaplacianReconstruct benchmark testsJohn Richardson
Change-Id: I21d94d83e2bcde6c992c2425a1b8cc6f60a1d12a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134757 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-761: Add CL/NEON GaussianPyramid benchmark testsJohn Richardson
Change-Id: I5111d5c54ed72c31cb948081596aa3d4b0541d7d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134625 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-761: Add CL/NEON CannyEdge benchmark testsJohn Richardson
Change-Id: I72f7eb4b2d4120666558a3d7e0e9dd85321d507f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134614 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1274: Fixed segfault in color conv referencePablo Tello
Change-Id: I662a46670096fc3d0fec2c28f320b9479a38edd5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135238 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-801: NHWC support in CLIm2Col.Pablo Tello
And extended tests coverage adding kernel shapes 3x1, 1x5 and 7x7 Change-Id: Ia7c1d4da2368d5f5fbc1a41187f4ac1aca5f150f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127727 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1274: (Nightly) CLColorConvert SegfaultsGeorgios Pinitas
Change-Id: I10ceaf32e5c704148403972802ee769852694d53 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135065 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1254 Nightly: GC mismatches in DirectConvolutionMichalis Spyrou
Added absolute toleance as relative was failing for very small numbers. Change-Id: Ib6f7f14bcd4b71a023bb20ad8b6fbc63742d553e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134806 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1273: Nightly : NEON GEMMConvolutionLayer FP32 mismatchGeorgios Pinitas
Change-Id: I8556132aafb1ab7d4ac60631980d437b13bb0097 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134865 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1048 Add NHWC data format support to Winograd filter transform 4x4_3x3Giorgio Arena
Change-Id: Ifd125fcb5451dbac3c28b15a9471048a74fee0ad Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128987 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-761: Add CL/NEON LaplacianPyramid benchmark testsJohn Richardson
Change-Id: I16a1e3e58d4df0e3c76fe7c7ff31d6995b7ce89f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134402 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1200: Missing noexcept specifiersGeorgios Pinitas
Disables Wnoexcept in tests Used gcc 8.2 to reproduce. Change-Id: I06f4636d96bd3ac98dace72341bb808edcd23750 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134490 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1256: Memory corruption in NEGEMMGeorgios Pinitas
Change-Id: I762a3c9add2e26b850f388a78a16861abb2bf0f9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134553 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-761: Add CL/NEON LocallyConnectedLayer benchmark testsJohn Richardson
Change-Id: I45f0dd8c8630f6a55e3fe71a46d0f7d25a368f41 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134119 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1048 Add NHWC data format support to Winograd output transform 4x4_3x3Giorgio Arena
https://confluence.arm.com/display/MLENG/Winograd+Output+Transform%3A+NCHW+vs+NHWC+on+OpenCL Change-Id: I6995f5cef759ba70ebd96d545b952041b6f1f36e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128729 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-761: Add CL/NEON OpticalFlow benchmark testsJohn Richardson
Change-Id: I9ced2fc2cc6c8e5a17017cef60916a86eb87a4e2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134145 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-587: Port LaplacianReconstruct to new validationJohn Richardson
Change-Id: I9f160fb10c7cf59b5a84f4c40a96ce865faca2e9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/132346 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-813 Add NHWC data format support for CL scaleMichalis Spyrou
Change-Id: Ie218447c4f3f94a37b5dd2d3b33488c7f5869adf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128520 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1180: Add support for bucket multi-threading (Part 1)Anthony Barbier
- Add an entry point to allow the user to parallelise an arbitrary queue of workloads (Will be used to interleave GEMM / BufferManager) - Added a ThreadFeeder which acts as a thread-safe work distributor Change-Id: I3a84fb7446c453cfcd337e21338c2ccf9f29f7b3 Note: This patch doesn't introduce any change in the default strategy, therefore it shouldn't have any impact on the performance Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133058 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1182: printf doesn't workGeorgios Pinitas
Change-Id: I013d57f6e2becbd6d2d7700ce5fbbeca670443c4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133735 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-568: Implement Canny edge function for CL/NEONAbe Mbise
Change-Id: Ic5f197463f962bac4b23663bcef7ac744be6fc2a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114250 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-566: Implement reference and CL/NEON validation for ColorConvert ↵Sanghoon Lee
(part 1) - Image to MultiImage will be in part 2 Change-Id: Id2f22c39fb41a78a360d20d2c3bdecd57cdfd152 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128321 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-761: Add CL/NEON Remap benchmark testsJohn Richardson
Change-Id: I7e51733054086254f75c2035c6a300bc2a68a5d6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131834 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-761: Add CL/NEON Sobel benchmark testsJohn Richardson
Change-Id: Iae8244edcc7ec525bc2e8bbec5980b8b9ea935a1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/132078 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-761: Add CL/NEON WarpAffine benchmark testsJohn Richardson
Change-Id: Iac7bb8c716ad4968fb99d4799d9307335604ff92 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131833 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1176: Add FP16 support in CLDeconvolutionLayer.Georgios Pinitas
Change-Id: Ic82ca002220fa31d8618a55084ff1dfc2585bea7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131944 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-959 Increase tolerance for convolution layerGiorgio Arena
Change-Id: I1572abd53c74c5afd5b4bb6346c779007591e392 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/132316 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-586: Port LaplacianPyramid to new validationJohn Richardson
Change-Id: Ic746d5f297eb354e63cefa8c682b03fc339be81d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128409 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: John Richardson <john.richardson@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-761: Add CL/NEON FastCorners benchmark testsJohn Richardson
Change-Id: Ie874a867e0aa283a69edba7013c8cd59f18da489 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131835 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> 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-959: Removed 4k shape from LargeShapes.Pablo Tello
This is causing the bad_alloc exception in the Scale validation tests Change-Id: Id208802fe5327c89887269cea6c08b5f8afd218a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131782 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1119 - Bugfix SIGKILLGian Marco Iodice
The problem seems caused by the OpenCL driver that does not release the allocated memory. In order to solve this problem the OpenCL context is destroyed every 5000 tests to force the release of the memory Change-Id: I2135f49d7ff92c7761ec8dba6819db1590e19691 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131459 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-959: Only intercept clEnqueueNDRangeKernel when the timer is enabledAnthony Barbier
Otherwise we'll start intercepting the cl_tuner run, which we don't want Change-Id: Ib3d835a02a6cec9617a715bfbeaed506792a00fc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131478 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMMIT-1171: (OCLGrind) CLLocallyConnected FP32 mismatchesGeorgios Pinitas
Adds small relative and absolute error in locally connected layer. Change-Id: I57fc9f9ddca53f0186bf69c43e4aa58380caef1a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131444 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-959: Fix CLChannelShuffleMichele Di Giorgio
Change-Id: I1ea4db4e1ba37a736445ba991eeb08c247a6a61e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131393 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-993 Implement CL LSTM functionMichalis Spyrou
Change-Id: Iee4ad387c41dd8ccfe31b3044d797f2d7448e552 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126655 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1106 Add fast math support in NEWinogradConvolutionLayerGiorgio Arena
Change-Id: I5fcbbb3b6f22204f0aaebbc319dfdf03593577e8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130067 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-814: Add validate method to scale.Georgios Pinitas
Change-Id: I5004c79ac7b10f988f25e14847f1ea2be01629da Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131143 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-948: Remove unused code in CLReductionOperationKernelJohn Richardson
Remove redudant code left over from validation method refactoring. Update output shapes in CL/ReductionOperation Validate test suite. Change-Id: Ica846dd7f65380fa21708472e10b5bc609a32027 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131207 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-1137 OpenCL concatenate widthMichalis Spyrou
Change-Id: I40faba421281b1cf080fa6a825d04a4366cdaeb0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130700 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-792 - Re-enabled Winograd on NEON in all graph examples.Gian Marco Iodice
Since now the input transform can be multi-threaded, I re-ebaled Winograd in all graph examples Change-Id: I39ef78243bb47fdae135e18dcae2102af0675b3b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131048 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-959: Fixed typo in CLPermute::validate()Anthony Barbier
Change-Id: I54e58cb0b0cdd90bbb8dc2be4f06b76af88dc26d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131054 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2018-11-02COMPMID-948: Add validation to NEL2NormalizeLayerJohn Richardson
Change-Id: I0cfea24884066412c2f13d9acdb72ddbccac7545 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130407 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-761: Add CL/NEON MinMaxLocation benchmark testsJohn Richardson
Change-Id: Ib174567e22400a53fca92f1a8bd54f6531befa71 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129443 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-814: NEScale NHWC supportGeorgios Pinitas
Change-Id: Ibf5c624a5c5482faa42eb02bc8abe9ae0d65b0d1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130608 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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