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2019-03-13COMPMID-1995: Allow calculations being performed in pixels borders in conv.Georgios Pinitas
Change-Id: Ia260a595cea564271a248e2793b2be30e5869661 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/845 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-03-13COMPMID-1740: Fuse batch normalization with Convolution Layer at graph levelgiuros01
Change-Id: I77ca51c2c72783cc26a099a6a9c3210cdbbe822d Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/797 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-03-12COMPMID-1964: Implement CLGEMMMatrixMultiplyReshapedOnlyRHS - Not transposedGian Marco Iodice
Change-Id: I6b7f7a406fcb8d64adb221a24d7983e11bcb391e Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/846 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-03-11COMPMID-1882: Improve memory coalescence when reshaping the weights for ↵Pablo Tello
CLDepthwiseConvolution Change-Id: Ib226fd3e7d2715847594eb5bafa46c938672cf9b Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/839 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-03-08COMPMID-1882: Improve memory coalescence when reshaping the weights for ↵Pablo Tello
CLDepthwiseConvolution Change-Id: I97788d9e349f37fcd818d588d668e2d5e22fd568 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/818 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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>
2019-03-05COMPMID-2034 Compilation error in bare metal buildManuel Bottini
Change-Id: I129ec5f8123576650a073c47bb5fa09051dc55f6 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/830 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-03-05COMPMID-1937: Adds support for DequantizationLayer for NEON/CL.Georgios Pinitas
Change-Id: I4b73edd176a277294e0e42e642460bc61210778a Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/744 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2019-03-05COMPMID-2009: Add support for QASYMM8 in NEPixelWiseMultiplicationKernelManuel Bottini
Change-Id: I58536e945d069c96a065b82cc14960f54afc6e1a Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/781 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-03-05COMPMID-1843: Implement NECropGeorge Wort
Change-Id: I27e8b1a00c2315c72106e8e596f84ad48fb770e3 Signed-off-by: George Wort <george.wort@arm.com> Reviewed-on: https://review.mlplatform.org/c/648 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-03-05COMPMID-2010: Add support for QASYMM8 in NEArithmeticSubtractionKernelManuel Bottini
Change-Id: Ica65d5a13f5670d525bbb961a870b23a21d093d9 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/807 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-03-04COMPMID-1946: Implement NEBatchToSpacegiuros01
Change-Id: I119645eb3ea437c7dfe59545da58b328a7184f3f Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/734 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-03-01COMPMID-1947: Implement NESpaceToBatchgiuros01
Change-Id: I59b3c17874ba24559b7fddf74f7659a1b9177759 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/735 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-02-27COMPMID-1995: Fix output quantization CLDeptwiseConv3x3 when activation is fusedIsabella Gottardi
When quantization is fused in the optimazed Deptwise Convolution 3x3, we quatized twice the output. Change-Id: I1cae1f646045a456d6e2754917ddef0cda0679f4 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-on: https://review.mlplatform.org/c/796 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-02-22COMPMID-1710: Add FP16 support checks.Georgios Pinitas
Change-Id: I6291847935996859ab245160714f9fbefb03b5be Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/761 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-02-20COMPMID-1710: Quantization information missmatching issues.Georgios Pinitas
Change-Id: I6a38fd270476bb072384c39bbfdcc940f258fd53 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/730 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-02-20COMPMID-2007: Compilation failures with ndk16b.Georgios Pinitas
Resolves double brace initialization issues. Change-Id: Ic9319d4abc1d6428cefabc18be1c176bea7607dc Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/729 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Arm Jenkins <bsgcomp@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>
2019-02-15COMPMID-1710: Add check on different input/output quantization info were not ↵Isabella Gottardi
supported Change-Id: Id64dab5e2de341316238506d4fb3ab82b992753d Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-on: https://review.mlplatform.org/697 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-02-15COMPMID-1710: Fix CL logistic activation for QASYMM8Michele Di Giorgio
Logistic activation in QASYMM8 is performed in floating point and then converting back to QASYMM8. However, if input and output have different quantization information, a double conversion is done leading to loss in accuracy. This patch creates a special case kernel for logistic activation. Change-Id: Ia18ee0b2f84701674f88785bcd13753b50d64a08 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/696 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@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>
2019-02-13COMPMID-1996: Update documenation for doxgen 1.8.15Manuel Bottini
Change-Id: I763edb3dabf401459dbbf2512e415a6e1e258bfc Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/681 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-02-13COMPMID-1918: Different qinfos support in CLConcatLayerPablo Tello
Added support in CLDepthConcatenateLayerKernel and CLWidthConcatenateLayer for different quantization arguments both for the input and output. If input's quantization infos are not homogeneous the input values are requantized using the output's quantization info. Change-Id: Ib5446d0c6790c2fe6e7172e87e4f2833247436db Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/650 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-02-12COMPMID-1934: Doxygen online documentation errors on FirefoxManuel Bottini
Change-Id: I669d57380d95760399cd7fd28c58d0e636d706dd Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/647 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-02-08COMPMID-1859: Avoid unnecessary padding in CLWidthConcatenate[2,4]TensorsKernelMichele Di Giorgio
Change-Id: I827f3fe0f013089ee930806c5273089a878435da Reviewed-on: https://review.mlplatform.org/438 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-02-08COMPMID-1918: Different qinfos support in NEConcatLayer.Pablo Tello
Added support in NEDepthConcatenateLayerKernel and NEWidthConcatenateLayer for different quantization arguments both for the input and output. If input's quantization infos are not homogeneous the input values are requantized using the output's quantization info. Change-Id: I2daa638361947eb3ec848d5425d0a5bbfea1936d Reviewed-on: https://review.mlplatform.org/627 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2019-02-08COMPMID-1916: Add support for QASYMM8 LOGISTIC activation in NEActivationLayerIsabella Gottardi
Change-Id: Ia9f47e8612b91594773092217c0fe43c6a92c401 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-on: https://review.mlplatform.org/625 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-02-07COMPMID-1706: Fuse the bias addition within CLGEMMMichele Di Giorgio
Change-Id: I378f2023f4fa010f195f76716ac07aa86279bfae Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/280 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-02-06COMPMID-1924: Validate quantization info in pooling layer.Georgios Pinitas
Validates if the quantization info of the input matches the ones of the output. If not an error is raised. Change-Id: I9406cf67ae31cc45b024d56078d52c61d29e4f8c Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/630 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-02-04COMPMID-1823: Increase scheduling granularity in NEGemmInterleaved.Georgios Pinitas
Change-Id: I68c6744885c8aa56a882cf5267061deeebcdc197 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/623 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-02-04COMPMID-1710: Enable fp16 fallback for AArch32Georgios Pinitas
Change-Id: If50fc6a96e97eb96c1e3850864b13d134dcbf88a Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/607 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-02-01COMPMID-1710: Allow NHWC datalayout in SAME pad calculationIsabella Gottardi
Change-Id: Id3788772ad62c7e2d962bc2cb8812b9503e2e836 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-on: https://review.mlplatform.org/603 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: VidhyaSudhan Loganathan <vidhyasudhan.loganathan@arm.com>
2019-02-01COMPMID-1911 : NEON QASYMM8 add should be rounding to nearest, tie to evenVidhya Sudhan Loganathan
Change-Id: I10f702be6d5555b6b89f3413d07b62b2a961a1c9 Signed-off-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Reviewed-on: https://review.mlplatform.org/602 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@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>
2019-01-30COMPMID-1912: Print functions should be enabled in assert modegiuros01
Change-Id: Ic7c4b703bd5de73275ae6352a787969e6de55520 Reviewed-on: https://review.mlplatform.org/600 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-01-30COMPMID-1710: Fix NEActivationLayer map for QASYMM8Isabella Gottardi
Change-Id: I6c11568f8933d074541a28ef782954460e00d851 Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-on: https://review.mlplatform.org/596 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@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>
2019-01-25COMPMID-1866: Revisit padding and window on CLDepthwiseConvolutionNHWCMichele Di Giorgio
Change-Id: I1fd20ebb5f3295722c833a599ea82798ceff6e01 Reviewed-on: https://review.mlplatform.org/471 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-01-24COMPMID-1867: Add u8 and s8 hybrid assembly kernels.Georgios Pinitas
Change-Id: Ifeb005f9d18d19feff11949474cce84d9e03749c Reviewed-on: https://review.mlplatform.org/565 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-24COMPMID-1900: Nightly issue with GEMMReshapeLHSMatrixGian Marco Iodice
Change-Id: I01656785fe58e6157469f6c6e66bb7eec53380f1 Reviewed-on: https://review.mlplatform.org/563 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-23COMPMID-1760: NEON: Implement ProdManuel Bottini
Change-Id: I8062f4ca5ef5cf1a8183ac0834f240bbaf8f695d Reviewed-on: https://review.mlplatform.org/541 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-22COMPMID-1710 Fix bare metal build failureMichalis Spyrou
Change-Id: Ibf66f518a503bd386c0273d21a47073271adf9a4 Reviewed-on: https://review.mlplatform.org/549 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-21COMPMID-1899: Fix NaN issue in CLGEMMMatrixMultiplyReshapedKernelGian Marco Iodice
Change-Id: Ide950b46c4d41de230c272c7044a03f4f9f237ed Reviewed-on: https://review.mlplatform.org/548 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-21COMPMID-1898: (Nightly) Many CLGEMM tests failgiuros01
Change-Id: Ie9086098acbbb2d561051f102700e64c9bea05b0 Reviewed-on: https://review.mlplatform.org/545 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-21COMPMID-1768: NEON: Implement RealDivGeorge Wort
Change-Id: I0868669f7b733df141794fba1d79436e7581bd3a Reviewed-on: https://review.mlplatform.org/426 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-21COMPMID-1753: NEON: Implement Less, Greater, GreaterEqual, Equal, Not EqualGeorge Wort
Change-Id: I6fa95badcdecb826ac5bd9113f118603d5ac2e82 Reviewed-on: https://review.mlplatform.org/393 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-01-21COMPMID-1727: CL: Implement Gather - support S32 indicesManuel Bottini
Change-Id: Ib0298dc75d25acf8db2262c0ab73ecaa6fec636c Reviewed-on: https://review.mlplatform.org/522 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-21COMPMID-1763 : NEON: Implement GatherJohn Kesapides
Change-Id: I9a3808315290bd395f5acce4530ab8daccddf8be Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/167195 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/520 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-01-18COMPMID-1710: Fix address space issueGeorge Wort
Change-Id: I72ca4245b4732f304aa12e58cb0093773917cdf1 Reviewed-on: https://review.mlplatform.org/539 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2019-01-18COMPMID-1867: Add NEON/SVE GEMM Hybrid kernels.Georgios Pinitas
Change-Id: Ib40a9921e7f9a6a8be6c38872d6b3a0f24ed0cd3 Reviewed-on: https://review.mlplatform.org/515 Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
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