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2018-11-02COMPMID-556: Add support to build arm64-v8.2-a for Android platform (clang ↵Ioan-Cristian Szabo
compiler) Change-Id: Ibb779dd3a8d10786da6d8f70590e654e14654d7b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95530 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-661: Fix rounding in average pooling for uint8.Georgios Pinitas
Rounds output result of average pooling uint8 to match AndroidNN reference. Change-Id: If739086bbc5d2f0776cadae5b2312744bd7ce588 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95349 Reviewed-by: Robert Hughes <robert.hughes@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-661: softmax-uint8 implementation (#16)Chunosov
Change-Id: Iad11ce70a8a0878a48e445a092035c49c926cece Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94855 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-631: Merge branches/gles_compute branchAnthony Barbier
Last commit: commit b25c5f68042b0c81bf611d59a1bb8535e1c42497 Author: Xinghang Zhou <xinghang.zhou@arm.com> Date: Wed Oct 25 18:48:10 2017 +0800 Synced validation's tolerances of GCSoftmax from cl side Change-Id: Ibe72054205c1c8721845d679a31af7ed0a7c5cf6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93283 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-661: Fix beta in softmax_layer kernelGeorgios Pinitas
Change-Id: Iebb01c9e3d87ed17fa7991e157cfd15d795a53f1 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95281 Reviewed-by: Robert Hughes <robert.hughes@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-661: Add QAsymm8 for Reshape (#29)Daniil Efremov
Change-Id: I7a4126f96aa7ef7ed768ebe5b4e2b1f84228f8e6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95060 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-663: Updated CLSymbols to use std::functionAnthony Barbier
This will allow us to use it as an interceptor for some instruments in the benchmark infrastructure Change-Id: Iccde638c8db6312a74d343ad9f6e369e05230736 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95014 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-661: Add avgpool-uint8 support. Optimize avgpool-fp32 for Bifrost. (#13)Anton Lokhmotov
Change-Id: I32ba6afbac6694ffa053dd16f03a1b3d14627a19 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94857 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-617: Add validation functions.Georgios Pinitas
Added validation routines to the following kernels. -CLActivationLayer -CLBatchNormalizationLayer -CLArithmeticAddition -CLArithmeticSubtraction -CLPixelwiseMultiplication Change-Id: I0f3a03154f9e392279f715af656683cd0ad4cef5 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94595 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-661: softmax-fp32 optimisation (#14)Chunosov
Change-Id: I2007af1ed9dcf68065cf412aa50f73a2025b31a6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94605 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-662: Integrated the new a64_s8_gemm_12x8 + dot product kernel into ACL.Pablo Tello
Change-Id: Id8f919e486a132fc58346c9f84fccbeeb83d19b3 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94233 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-661: directconv-uint8 (#20)Chunosov
Change-Id: I84f7a1ce3658be0d3c91e65096467258af48f0b6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94341 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556: Support beta for all softmax data types.Georgios Pinitas
Change-Id: I4c0ca033dc53829fb7ac3dd7c7469d143be74e73 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94251 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-617: Adds validation to CLPoolingLayerGeorgios Pinitas
Change-Id: Ied405a9c0e9746598d03ac6a944ad87e9b6494eb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93680 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556: Rework CLActivationLayerGeorgios Pinitas
Refactoring. Change-Id: I879353299b655ec3026cccdfcfca2ee98abf14ea Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94191 Reviewed-by: Michel Iwaniec <michel.iwaniec@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-616 - Optimizing GEMMLowp on NEON intrinsicsGian Marco Iodice
Change-Id: Ibbeff5d37249b6e8fc34ad496035a1511c9da5a3 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94072 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02Allow running without cl_khr_fp16Matthew Bentham
Change-Id: I0f5396c8f32acc28914e2ff9fe953f977a3077b9 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93405 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-647: Exclude padding pixels from averaging factor.Georgios Pinitas
Adds support for excluding the padding pixels from the average scaling factor calculation. Change-Id: Ia13fbfeae235aff564db74191613921848231a01 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93715 Reviewed-by: Robert Hughes <robert.hughes@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-464 Implement Depthwise convolution 3x3 on NEONMichalis Spyrou
Change-Id: Ie4e1803a52afac6b6c597c6e551729dad2347cd1 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92607 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-575: Port Magnitude to new validationJohn Richardson
Change-Id: I2600947bef30853d00adfa4b919dbcb860de9bfd Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91717 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02IVGCVSW-619: Support for Cl u8 bounded ReluMichel Iwaniec
Change-Id: I3c39ecbd36f06d5376c35ed4eb38dd73533ef97e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93686 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556: Autoconfigure support in CLDepthwiseConvolution.Georgios Pinitas
Change-Id: I697d3237b39d0f088b820c14b65cfcbbd2e26e09 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93412 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-556: Static helper function for getting gws from window.Georgios Pinitas
Change-Id: I3e47385b2f7a7977c2c61272f2fb30e800f39406 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93429 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556: Cherry-picked minor fixes from GithubAnthony Barbier
- Added --api 21 to documentation - Removed include of a runtime header in Core - cherry-picked 2 small fixes from Github commit 869d424d6fd5df7b15a858f2c5f853536f7a0aca Author: giorgio-arena <arena.cpp@gmail.com> Date: Mon Oct 23 16:58:59 2017 +0100 Update 00_introduction.dox commit f054c210e493111061a458b887f7c4edaca06a9f Author: Forrest Iandola <fiandola@gmail.com> Date: Mon Oct 16 00:44:24 2017 -0700 fix comment typo kernerl's --> kernel's Change-Id: I0a3893148a9565acbfd18d340da41845ce3ad44f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93460 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02IVGCVSW-657 : fix asymmetric padding for 3x3 depthwise convJaroslaw Rzepecki
Change-Id: Ied6b3c41d988b9ff6a93f938117dc29ad4c85e9f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93421 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-634: Enable clang with libc++ to compile for Android (32 and 64 bits)Ioan-Cristian Szabo
Change-Id: I693f64e70cd478e93675a8b04360128ded3b60d4 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93015 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-481: Optimized and cleaned up NEGEMMInterleaveBlockedKernel.Pablo Tello
Change-Id: Ia0fd86341bed7bb9022891544fa449f828dfba75 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91746 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-648: Fix initial value for MAX pooling for QS types in CL.Georgios Pinitas
Initial value was set two times for QS type in the generic case in pooling_layer.cl Change-Id: Iddaad0bb48852388cf5e92d764150404454ac46e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93238 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-643: Add bias to CLDepthwiseConvolution.Georgios Pinitas
Change-Id: Ibfe7b8c1172d10cbcae7971fe86b82090519d31d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92798 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Jaroslaw Rzepecki <jaroslaw.rzepecki@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-640: FullyConnectedLayer failures on both NEON/CLGeorgios Pinitas
Change-Id: Idd830cff054114123229c189e423b753b8064146 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92623 Reviewed-by: Robert Hughes <robert.hughes@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-641: Fix NENonLinearFilter invalid read.Georgios Pinitas
NENonLinearFilter was reading out-of-bounds for 5x5 disk configuration. Changed to load within bounds and shift the vector appropriately later on. Change-Id: Ieb63312200af4c8989776d2b9188e0f3128e4853 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92726 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556: Fix CLPoolingLayer checksGeorgios Pinitas
Change-Id: Ib76554adf00fb3c1943da634dc948089843f0e78 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92439 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-619: Logging interfaceGeorgios Pinitas
Change-Id: I73d1433ee7a682aeabb7540aa2ea1f6564f90aae Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91775 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02IVGCVSW-601: support for asymetric padding in cl conv and depthwise convJaroslaw Rzepecki
Change-Id: I5c6c95091ae77dba96459c0640f9f6167a988c8c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91700 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-550: Adds support for branches.Georgios Pinitas
Change-Id: I778007c9221ce3156400284c4039b90245eb2b7f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/90043 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02IVGCVSW-632 CL support for Softmax beta parameterPablo Palmier
Change-Id: I21da48d2f40aa900301235eaced54b7eb644b0b2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91307 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-569 - Implemented reference implementation and validation tests ↵Isabella Gottardi
(NEON and CL) for Median3x3 Change-Id: I7028f0bcc4a502261210f536ed604a7651ab6726 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91332 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-481: Add gemmlowp_aarch64_v8p4 kernel.Pablo Tello
Change-Id: I15496b16ffd636f5bff76572e750df7e15c80830 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/90532 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-470: Neon Deconvolution.Pablo Tello
Implemented by up-sampling the input with zeros insertions between the input samples and convolving the Deconvolution kernels on the up-sampled result. The upsampling is performed by the function NEDeconvolutionLayerUpsample. Convolving is done by NEDirectConvolutionLayer. Change-Id: I25f7ba7c6b99cd9310797972ede40aeff4a54900 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85319 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-618: Fix mismatches in CLDepthConvert OclgrindGeorgios Pinitas
Out-of-bounds float to integer conversion is implementation defined. Oclgrind converts to S32 and truncated while GPU converts S32 and clamps. We force to always SATURATE for float to int conversion. Change-Id: I82be9e8cdcc49b32adb8c0da064542b63f891666 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91512 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-554 Add NodesMichalis Spyrou
- BatchNormalization - L2Normalize - Floor Change-Id: I03e06dea30e956f56a86f9c5642cd609c6696ad2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91364 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-549 Create a Logger for GraphAPIMichalis Spyrou
Change-Id: If912d8232e12cd496923d55d386898450dac09e2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89897 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-606 - Fix for S8 failuresGian Marco Iodice
Added volatile to the for loop counter in direct_convolution1x1.cl, direct_convolution3x3.cl and direct_convolution5x5.cl This fix seems to solve the problem on Samsung S8 about the mismatches and clEnqueueMapBuffer. Change-Id: I51687ec94bb897af2698ceab1133c988821e4c4e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/90601 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-463 - Extended Pooling Layer on NEON to support Global PoolingGian Marco Iodice
Change-Id: I8ae44187624deeab3d40d878e7b34ff651f1dad0 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89834 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPUTE-8024 Fixed the maximum OpenCL workgroup sizeAbel Bernabeu
The maximum workgroup size depends on the kernel and the device, rather than being a property of the device. The present patch fixes the case when a kernel is queued with no workgroup size and the default workgroup size is used instead. A previous patch introduced a maximum workgroup size that depended on the device but ignored the kernel. In OpenCL the maximum workgroup size we query from the device is an upper bound of the actual maximum that we can query for a given kernel running on the same device. For some kernels the values will match, but for others we will get a lower value when querying for an specific kernel (i.e. if the kernel uses a high number of registers). Change-Id: I3bed6bde80ddc4f0ddb8f82c80903774aa1999b6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89471 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-417 Fix bare metal build for armv7aMichalis Spyrou
Change-Id: I566a41061b75c3a1dad5374fcdc84372e6cfbe89 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89670 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID417 - Fix illegal scalar access in color_convert.clGian Marco Iodice
Change-Id: If70bba00bb4451251cbc21058dfecff2c0d106de Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89641 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-545 add CL printf supportsteniu01
Change-Id: I685a68e7bc8d2cdff19851d839f244206b3d5790 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89391 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-417 - Added validation for FP16 CLBatchNormalizationLayerGian Marco Iodice
Change-Id: Icc6194a311af0e96978e6be2cc4c5da9d7fb0bcc Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89493 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-11-02COMPMID-417: Fix border and window in CLGEMMMatrixVectorMultiplyKernelGeorgios Pinitas
Change-Id: I2eacba2c87bce84b7f6b69a734ff775473f990bc Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89401 Reviewed-by: Steven Niu <steven.niu@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
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