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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>
2019-01-18COMPMID-1814 : NEScale add support for TOP_LEFT and QASYMM8Vidhya Sudhan Loganathan
Added support for TOP_LEFT sampling policy and QASYMM8 data type. Change-Id: Id9135bb4b6ebd93f1d6fb70b06e83684a167eb94 Reviewed-on: https://review.mlplatform.org/533 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-01-17COMPMID-1652 CL Cleanup and add missing testsMichalis Spyrou
Change-Id: I359cc0fd0c3fa42ab10a770e59d58704403889b2 Reviewed-on: https://review.mlplatform.org/498 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2019-01-16COMPMID-1710: Fixes substitution errors in bare_metal build.Georgios Pinitas
Change-Id: Icf76503b4d01e90a682b9bed0798a8a635840e46 Reviewed-on: https://review.mlplatform.org/528 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-16COMPMID-1794: Add support for NHWC in CLROIAlignLayerGeorge Wort
Change-Id: If1df8f6c0549c986e607cbceb0977c80b2891b75 Reviewed-on: https://review.mlplatform.org/493 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-01-16COMPMID-1710 Move some Util functions to core/UtilsMichalis Spyrou
Building with exceptions=0 was failing Change-Id: I6f264dc859dedc66d12d522652134508e18d5740 Reviewed-on: https://review.mlplatform.org/526 Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-16COMPMID-1890 Compile failure (uninitialized warning) with g++7.3Michalis Spyrou
Change-Id: I518654387610316f03fbf8a72776d8f7789b29cd Reviewed-on: https://review.mlplatform.org/525 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-15COMPMID-1886 : Enable CLTuner for CLScaleVidhya Sudhan Loganathan
Change-Id: If92dc7fc46accdef5e67f96a91a8428c18db2028 Reviewed-on: https://review.mlplatform.org/517 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-01-15COMPMID-1687: Optimize CLGEMMMatrixMultiplyKernel (part 1)Gian Marco Iodice
Extended CLGEMMMatrixMultiplyReshapedKernel to support more parameters Change-Id: I4a27f986e3fe2dd071a4ccba5cfa0565f3db39ad Reviewed-on: https://review.mlplatform.org/495 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-01-15COMPMID-1885 (Nightly) Bug in NEON ArgMinMaxMichalis Spyrou
Change-Id: Id5214de8d679c514132efe81489c637613573224 Reviewed-on: https://review.mlplatform.org/516 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-14COMPMID-1809: Remove padding in NEGEMMConvolutionLayer 64-bit path.Georgios Pinitas
Change-Id: I1806591a2c73a1f057f13d8c6107d7b9796a82c8 Reviewed-on: https://review.mlplatform.org/370 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-01-14COMPMID-1772: Implement PadV2 for NEONGeorgios Pinitas
Change-Id: Ia4604524a034c46b004fd850183480c5fbfd8cb3 Reviewed-on: https://review.mlplatform.org/437 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-01-14COMPMID-1758: NEON: Implement RangeManuel Bottini
Change-Id: I56dff9462b85760fbed6db43224cadb90d283810 Reviewed-on: https://review.mlplatform.org/472 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-14COMPMID-1724: CL Implement ProdManuel Bottini
Change-Id: I17e51f25064b53a8f7e13d6fcbecc14a192de103 Reviewed-on: https://review.mlplatform.org/387 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-14Issue COMPMID-1835: Remove CLGEMMInterleave4x4Kernel and replace with ↵giuros01
CLGEMMReshapeLHSMatrixKernel Change-Id: Id6a1bd78f9b1698b64a004e4adebc41002b15745 Reviewed-on: https://review.mlplatform.org/496 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-01-11COMPMID-1677: Change ROIPooling layer interface to accept ROIs as tensorsManuel Bottini
Change-Id: If16b572a4d906187b77f32133a72a44316fa74e4 Reviewed-on: https://review.mlplatform.org/490 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-01-11COMPMID-1652 NEON Cleanup and add missing testsMichalis Spyrou
Change-Id: I7b351f18a78ed8a250bf3a91ef320db61984146a Reviewed-on: https://review.mlplatform.org/485 Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-01-11COMPMID-1761: NEON: Implement PackIsabella Gottardi
Change-Id: Icc3392494b1e3361e8fd925da200827c494351b3 Reviewed-on: https://review.mlplatform.org/430 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2019-01-10COMPMID-1764 NEON: Implement ArgMax/ArgMinMichalis Spyrou
Change-Id: Ibe23aa90b36ffd8553d1d1c35fada5d300fab829 Reviewed-on: https://review.mlplatform.org/475 Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2019-01-09COMPMID-1710: Collapse window in CLDepthConvertKernelGeorgios Pinitas
Change-Id: I16589a2b3beb18e20b56059fdabccc61e26e3944 Reviewed-on: https://review.mlplatform.org/481 Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
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