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2019-03-13COMPMID-1935 Add support for QASYMM8 in NEQuantizeLayerJohn Kesapides
Change-Id: I2b63a644d8e34f91c830d9ac398debcbdca3e497 Signed-off-by: John Kesapides <john.kesapides@arm.com> Reviewed-on: https://review.mlplatform.org/c/829 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-03-13COMPMID-1995: Allow weights and bias to be passed as SubStream in ↵Michele Di Giorgio
FullyConnectedLayer Change-Id: Iae2e7d55fd66d5932c29f78ef3112289d9b69b84 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/848 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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>
2019-03-08COMPMID-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-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>
2019-03-04COMPMID-1490 Create graph_convolution.cppJohn Kesapides
Create a standalone graph_convolution example Change-Id: I6026bd74373d47c1eb0ffe6b66a1464a3656a0b4 Signed-off-by: John Kesapides <john.kesapides@arm.com> Reviewed-on: https://review.mlplatform.org/c/585 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@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>
2019-02-22COMPMID-1601: Graph examples segfaulting on some platform when gles=1Georgios Pinitas
Makes the graph to setup and initialize only the backends used as some platform have issues when GLES backend get initialized but not used. Change-Id: Icf88675ffd8c2997e54a68baabfbbce241b0712c Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/745 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@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-1766: Implemented CPP Non Max SuppressionPablo Tello
Change-Id: I2d2b684d464f7b3bb1f91cfd29952f612d65f11f Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/708 Reviewed-by: VidhyaSudhan Loganathan <vidhyasudhan.loganathan@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>
2019-02-15Revert "COMPMID-1766: Implemented CPP Non Max Suppression"Pablo Marquez
This reverts commit a0a0e29f635de08092c2325f8f049ffb286aabaf. Change-Id: I2a2a37ba7531f93a1562748054a3c29573c9753f Reviewed-on: https://review.mlplatform.org/705 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: VidhyaSudhan Loganathan <vidhyasudhan.loganathan@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>
2019-02-12COMPMID-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-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>
2019-02-07COMPMID-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-1920: Failure exit order destruction when CLTuner enabled.Georgios Pinitas
Creates a profiling queue in every tuning iteration as it gives better control of the lifetime of the opencl objects. Change-Id: Id8629cc06086877b088c787cbb5f238c0979b6d9 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/631 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-02-06COMPMID-1915: Deconvolution doesn't work when inner_dimension_top != 0 or ↵giuros01
inner_dimension_right != 0 Change-Id: Ia0533cfb34878fc81e929eb405c49e46609d26b8 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/616 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-02-06COMPMID-1838: Add 4D softmax support for NEON and achieve parity with CLManuel Bottini
Change-Id: I15c4a747cde2536b1caba2baf4ded9ca76e6dae2 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/487 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: VidhyaSudhan Loganathan <vidhyasudhan.loganathan@arm.com>
2019-02-04COMPMID-1710: Introduce GEMM strategy name in GEMMAssemblyWrapper.Georgios Pinitas
Change-Id: I0fd1a313c051849572367e46e7aa64b1adee5763 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/604 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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>
2019-02-01COMPMID-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-1887: Fixed segfault in validation tests.Pablo Tello
Added the option to initialise the CLScheduler with an external cl::Context. This allows more control over the order of destruction of the static members which caused the suite to segfault. Change-Id: I0a90f12cc39daf1fd5ab842a5584986785694b35 Reviewed-on: https://review.mlplatform.org/550 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@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>
2019-01-25COMPMID-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>
2019-01-24COMPMID-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>
2019-01-23COMPMID-1795: Add support for NHWC in CLGenerateProposalsLayerGeorge Wort
Change-Id: Idd805513783fa1323e239eac8a899d8ab04fb14f Reviewed-on: https://review.mlplatform.org/536 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@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>
2019-01-23COMPMID-1848: Account alignment in Offset-based pool allocationsGeorgios Pinitas
Change-Id: I061d612341bf951a7d0e7ddd04a42139c8400d41 Reviewed-on: https://review.mlplatform.org/554 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-01-21COMPMID-1766: Implemented CPP Non Max SuppressionPablo Tello
Change-Id: I1dcd5fb3d9ad6c6c750415bf8074698b800dfbc1 Reviewed-on: https://review.mlplatform.org/494 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-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>
2019-01-18COMPMID-1687: Optimize CLGEMMMatrixMultiplyKernelGian Marco Iodice
Change-Id: I040478ff7aa04f0523ed6e302129b829442cb194 Reviewed-on: https://review.mlplatform.org/534 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@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-1710: Add explicit padding arguments to depthwise convolutionGeorgios Pinitas
Change-Id: I3011640f4d4d80b7f4e488ec8df47454d3220c5d Reviewed-on: https://review.mlplatform.org/484 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@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>
2019-01-14COMPMID-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>
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