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path: root/arm_compute/core/CL/CLKernels.h
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2019-12-03COMPMID-2794: Add support for QASYMM8_SIGNED in CLGEMMLowpOutputStageManuel Bottini
Change-Id: I93ad3e5b9531ce1699214ff6e657a76ffdaacedd Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2396 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-03COMPMID-1816: Use parallel reduction on 0 axis in CL ARG_MIN/ARG_MAXManuel Bottini
Introducing new CLArgMinMax kernel Change-Id: I0b8254207cc3859d19ceef9b6429cf5c1c586db0 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2202 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-10-15COMPMID-2600: Implement a new and generic depthwise convolution for CL ↵Michele Di Giorgio
QASYMM8 NHWC The NCHW case is supported at function level by permuting the inputs/outputs to NHWC. This patch also removes CLDirectConvolutionLayerOutputStageKernel which is deprecated and some kernels which were only used in the generic case of depthwise convolution. Change-Id: I91e0f02d0a2f4a4a352e08c248e648944137fe68 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2056 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-10-01COMPMID-2313: Implement CL INSTANCE_NORMALIZATION functionManuel Bottini
Change-Id: If11799bef1bbb973d4287ffc1c6eb4c2a28bbf5f Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1989 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-09-12COMPMID-2599: Implement a new and generic depthwise convolution on OpenCL ↵Gian Marco Iodice
(Fp32/FP16-NHWC) Part 1 Change-Id: I5e1d27a7006199e9229e455a1df9bfc2ed4e8341 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1898 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-08-22COMPMID-2631: Deprecate CLGEMMMatrixAdditionKernelGian Marco Iodice
Change-Id: Ia6c2399ea839a6925493d92ae074e513d7b1b0fc Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1792 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-08-21COMPMID-2080 Create a new kernel for CLPad with CONSTANT modeGiorgio Arena
Change-Id: Ib67bacd40c13c7784ca9f5699a235f9d106baddb Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/1739 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-07-11COMPMID-2410: Create a new GEMMLowpQuantizeDownInt32ToInt16ScaleKernel for CLManuel Bottini
Change-Id: Iab74b72f7adf712a1baf16aab916ea7c8d2bf92f Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1497 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-06-28COMPMID-2234 : Add support for axis 3 in NE/CLConcatenateLayerVidhya Sudhan Loganathan
Change-Id: Ic86f89ece3afe72809bc69c6de6fee7d21daa1d4 Signed-off-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Reviewed-on: https://review.mlplatform.org/c/1440 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-11COMPMID-2386: Add support for CLMeanStdNormalizationLayerMichele Di Giorgio
Change-Id: I0323b2410b222fd08933da22de455e798a60a0b1 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/1297 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-10COMPMID-2094: Implement CLGEMMLowpNativeGian Marco Iodice
Change-Id: I2a80eec28baf9e83bfc67a930e2a140642e0b09e Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1285 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-06-06COMPMID-2238: Implement SPACE_TO_DEPTH for CLMichalis Spyrou
Change-Id: I2f971d6902a64ee40820b6959e9b0b4224da6947 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1283 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-05-29COMPMID-2239 Implement DEPTH_TO_SPACE for CLMichalis Spyrou
Change-Id: Ia064b742624c0052a7e2ff9bebe84e675369ff86 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/1233 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-05-20COMPMID-2338: Remove CLGEMMInterleave4x4 and CLGEMMTranspose1xWGian Marco Iodice
Change-Id: I527fc97eac51308de601e5d1d50e75e4d89c5ee5 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/1158 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-05-17COMPMID-2093: Implement CLGEMMNativegiuros01
Change-Id: I347130f6b5ae8d08b7c5c101b523b158565874a1 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/1114 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-05-10COMPMID-1635: Optimize CLDeconvolutionLayer - Part IIIgiuros01
Change-Id: Id2661e093a669ef3eaf2a5116cd278a80c1d5a89 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/935 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Comments-Addressed: Isabella Gottardi <isabella.gottardi@arm.com> Tested-by: Isabella Gottardi <isabella.gottardi@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-04-11COMPMID-1959: Implements 2D FFT on OpenCLGeorgios Pinitas
Change-Id: I73cf3984a5463acc854c8a59dc2bd9a5234cd99c Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/936 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-04-01COMPMID-2002: Implement CLGEMMLowpMatrixMultiplyReshapedOnlyRHS - TransposedGian Marco Iodice
Change-Id: I3907d151107766dc34749fe5710d7219e810b39f Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/875 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-03-29COMPMID-1958: Implements 1D FFT in OpenCL.Georgios Pinitas
Forward complex FFT implementation. Change-Id: Ia0ba8740072e5adb06f8ead462a47abc8b5dd125 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/904 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-03-20COMPMID-1932: Implement CLHeightConcatenateLayer.Pablo Tello
Change-Id: I244ff2352c3c9620148dab6475aee62b218b96ef Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/871 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-03-13COMPMID-1844: Implement CLCropGeorge Wort
Change-Id: I8822c37adc45960705dc3f32a53214795ba3cf39 Signed-off-by: George Wort <george.wort@arm.com> Reviewed-on: https://review.mlplatform.org/c/789 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-03-08COMPMID-2000: Implement CLGEMMMatrixMultiplyReshapedOnlyRHS - TransposedGian Marco Iodice
Change-Id: I364c7ec5a43ad391a73429489802b0e679ee0c6e Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/732 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-02-18COMPMID-1999: Add support for GenerateProposals operator in CLManuel Bottini
Change-Id: Ie08a6874347085f96b00f25bdb605eee7d683c25 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/719 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-02-15Revert "COMPMID-1329: Add support for GenerateProposals operator in CL"Giuseppe Rossini
This reverts commit cd96a26f67bfbb9b0efe6e0e2b229d0b46b4e3e6. Change-Id: I1d46f37095c94968ad4f3b781269adaa03e2e410 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/706 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-01-30COMPMID-1691: Optimize CLDepthwiseConvolutionKernel (QASYMM8/NHWC) for 3x3 ↵giuros01
kernels (stride=1 and stride=2) Change-Id: I7d0d2dc350feeb40d253d17f9ffd5051a8fb42ef Reviewed-on: https://review.mlplatform.org/511 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-25COMPMID-1698: Implementing CLGEMMLowpMatrixMultiplyReshapedKernelGian Marco Iodice
Change-Id: Ia4db21b394a0b9235393202ce3c00b11cceb94ea Reviewed-on: https://review.mlplatform.org/568 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-01-07COMPMID-1727 - CL: Implement GatherManuel Bottini
Change-Id: I3d859da09a4de1019bb8c2046725eab942247927 Reviewed-on: https://review.mlplatform.org/386 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-18COMPMID-1722 : CL: Implement RangeVidhya Sudhan Loganathan
Change-Id: I88da6eb5289c303b1dc91606c1560ce629746058 Reviewed-on: https://review.mlplatform.org/381 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-14COMPMID-1687: Optimize CLGEMMMatrixMultiplyKernel for Mali-G76 - Part1Gian Marco Iodice
The current implementation is limited just to FP32 Change-Id: I185ab57e483e879d7c301e9cc3033efc8b41e244 Reviewed-on: https://review.mlplatform.org/389 Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2018-12-11COMPMID-1775: Implement CLGEMMReshapeRHSMatrixKernel to reshape the RHS ↵Gian Marco Iodice
matrix of GEMM/GEMMLowp Change-Id: I77f2bfcc5d170bcc2428a2f27104942c1ec877d7 Reviewed-on: https://review.mlplatform.org/375 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-10COMPMID-1774: Implement CLGEMMReshapeLHSMatrixKernel to reshape the LHS ↵Gian Marco Iodice
matrix of GEMM/GEMMLowp Change-Id: I8c5fd4c8bcdffda1522c83158981ed92baa045f4 Reviewed-on: https://review.mlplatform.org/364 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-05COMPMID-1719 CL: Implement RSqrt, ExpMichalis Spyrou
Change-Id: I827b26239043a9e90d26c2583122648d2a45303a Reviewed-on: https://review.mlplatform.org/317 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-05COMPMID-1723: CL: Implement ReverseMichele Di Giorgio
Change-Id: Id0d4a07af24e2331161996083b0c1bab072bd405 Reviewed-on: https://review.mlplatform.org/322 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-05COMPMID-1725: Implement PackGian Marco Iodice
Change-Id: I13f6e4c600f39355f69e015409bf30dafdc5e3aa Reviewed-on: https://review.mlplatform.org/332 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2018-11-30COMPMID-1717: CL: Implement Maximum, Minimum, SquaredDifferencegiuros01
Change-Id: Ice653e48211053bd3cd20a693bd76de6b4efc370 Reviewed-on: https://review.mlplatform.org/270 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-11-28COMPMID-1716: CL Comparison operationsGeorgios Pinitas
Adds support for Equal,NotEqual,Less,LessEqual,Greater,GreaterEqual Change-Id: If0cdf4aae7f95c94709b195eee485f6663f45909
2018-11-27COMPMID-1720: CL: Implement Tilegiuros01
Change-Id: I2a18f0acea382960a8bc71a8f56928a5998f0dd6
2018-11-23COMPMID-1734: Implement CLSelectGeorgios Pinitas
Change-Id: I49b2e8b4200c9ed654736d9451e4ab9c073b4b10
2018-11-15COMPMID-1329: Add support for GenerateProposals operator in CLgiuros01
Change-Id: Ib0798cc17496b7817f5b5769b25d98913a33a69d
2018-11-14COMPMID-1462 SSD support: Create CL PriorBoxMichalis Spyrou
Change-Id: I5bf5d751ec7c02d96c26a769f49d03ea23a248b7
2018-11-13COMPMID-1707: Create 3 special CLWidthConcatenate kernel to concatenate 2/4 ↵Michele Di Giorgio
and 8 tensors (Part 1) Creating special cases for concatening 2 and 4 tensors. Change-Id: I6a739a494ae45011acb65369e353f9ef96970b90
2018-11-02COMPMID-1413 - Improve the performance of GEMMLowp with 8 bit dot product on ↵Gian Marco Iodice
OpenCL COMPMID-1424 - Add dot product support for CLDepthwise QASYMM8 3x3 NHWC non-unit stride With this patch we are able to improve the performance of MobileNet v1-qasymm8 by 37 % Tried to use the dot product instruction in CLDepthwise QASYMM8 3x3 NHWC non-unit stride but I have not seen any benefit (maybe because we have few arithemtic operation and we do not have more load instructions). However Depthwise convolution has been improved by 30% Change-Id: Id768a99c2e53a04276707e427af5d0ec93419ada Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155082 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1451: Perform CLOutputStage using floats.Georgios Pinitas
Change-Id: Ic8312a5b6790aa7cd4468d42f08d557ad40e9441 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154570 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1327: Add support for BBoxTransform operator in CLgiuros01
Change-Id: I91865506166951b3bf7f06a0b2d4cde925cfefb6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/153447 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1523: Fuse BN node with convolution.Georgios Pinitas
Change-Id: I146936c9e98b343496a4b61cdbadf0eaa38e885a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154008 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02[COMPMID-1331] Add support for RoIAlign operator in CLgiuros01
Change-Id: Ie215daacd10477309dbf8af1bb2b05b7a0a8f203 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150773 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1588 Create UpsampleKernel for YOLOLayerMichalis Spyrou
Change-Id: Ic1f9e85306a0a0b1459c9f9aa35bd629deea1710 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148797 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02[COMPMID-1229] Implementing Pad on OpenCL -FP32/FP16Giuseppe Rossini
Change-Id: Ideead99410e5e0bda1035030af1bbcd0a65ea15e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144792 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1227 Implementing Space to Batch on OpenCLMichalis Spyrou
Change-Id: I6fd83d6584c56a4fd2470948f1987e23237c16d3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145577 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1539 Implement YOLOLayer on CLGiorgio Arena
Change-Id: I332c0703e1399fca0c5b724529b54a28f49c88da Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146842 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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