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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>
2019-01-09COMPMID-1837 : Implement REPEAT utility macro on OpenCLVidhya Sudhan Loganathan
Change-Id: I2b0dbfe7d430a8d0f62eb906f0334b16cde9e45b Reviewed-on: https://review.mlplatform.org/457 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-01-08COMPMID-1759 NEON: Implement ReverseMichalis Spyrou
Change-Id: I53852069ca223eb571a443e501278980fc60f3b4 Reviewed-on: https://review.mlplatform.org/474 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-01-08Implementation of Permute CL kernel to handle all permutationsshubham
This patch will add a generic permute cl-kernel to handle all permutations available for tensors having rank upto 4. Change-Id: I50eb555d9d45d5ad5f7fa9b0a3862dd17551d458 Signed-off-by: shubham <shub98.gupta@samsung.com> Reviewed-on: https://review.mlplatform.org/449 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-01-08COMPMID-1756: NEON: Implement RSqrt, ExpGeorge Wort
Change-Id: I6b140b8868b04f7d3032a51831a80829e8e1560e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/165590 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-on: https://review.mlplatform.org/470 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@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>
2019-01-04COMPMID-1765: CPP: Implement TopKVgiuros01
Change-Id: Ib113f19e3e9ad1f2a3084df25eae38c0131df02d Reviewed-on: https://review.mlplatform.org/439 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-01-02COMPMID-1769: Add support for NEON StridedSlice,Split,Slice,UnstackGeorgios Pinitas
Change-Id: I7d3c5e6858fed090410720f76947327e39bc72f8 Reviewed-on: https://review.mlplatform.org/450 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: VidhyaSudhan Loganathan <vidhyasudhan.loganathan@arm.com>
2019-01-02COMPMID-1767: NEON: Implement Where/SelectGeorge Wort
Change-Id: If8a1ab6d6a029a5c547b726e0692eecef9a2e97d Reviewed-on: https://review.mlplatform.org/415 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-28COMPMID-1860: Invalid arguments in CLDepthwiseConvolution3x3 for NHWCGeorgios Pinitas
-Alters the kernel/function selection process to use validate for selection. -Fixes border kernel input in case of permutation. Change-Id: Ia61df3a0ed661349114dc125f33ad53ee40d9c76 Reviewed-on: https://review.mlplatform.org/443 Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-21COMPMID-1836: Remove CLGEMMTranspose1xWKernel and replace with ↵giuros01
CLGEMMReshapeRHSMatrixKernel Change-Id: Ic5a4f32657a155380684dcd4b44fbb608ef40cb4 Reviewed-on: https://review.mlplatform.org/418 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-20COMPMID-1858: Fix boundary check in gemm_reshape_rhs_matrix_t and ↵Gian Marco Iodice
gemm_reshape_rhs_matrix_nt Change-Id: Ic935f1947f3f3a60455a8108fcf6f313258abe51 Reviewed-on: https://review.mlplatform.org/425 Tested-by: Anthony Barbier <Anthony.barbier@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2018-12-19COMPMID-1834: Add transpose support to CLGEMMReshapeLHSMatrixKernelGian Marco Iodice
Change-Id: I913a7297a0c34a05b1d37eab1489b430423700e8 Reviewed-on: https://review.mlplatform.org/417 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2018-12-18COMPMID-1755 NEON: Extend DepthConvert to support CastMichalis Spyrou
Change-Id: I8e2ed9e97cbe86d8caf162bd84ecfd9b43b0bd3b Reviewed-on: https://review.mlplatform.org/401 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@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>
2018-12-18COMPMID-1809: Create a neon vector wrapper using register size.Georgios Pinitas
Change-Id: I2657f0c09918924a38a75c395301414e50edc198 Reviewed-on: https://review.mlplatform.org/412 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2018-12-17COMPMID-1754: NEON: Implement Maximum, Minumum, SquaredDifferencegiuros01
Change-Id: I77e8c6a8af6ad841293ed5e66ed582035cc1424b Reviewed-on: https://review.mlplatform.org/339 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-17COMPMID-1812: CLSpaceToBatch paddings not calculated correctlyIsabella Gottardi
Change-Id: I63fed6799c4ed2848ff80cd7458124692a52bb98 Reviewed-on: https://review.mlplatform.org/400 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-12-17COMPMID-1710: Fixing gemm_mm_reshaped_lhs_nt_rhs_t with REINTERPRET_OUTPUT_AS_3DGian Marco Iodice
Change-Id: I9af1f7263c6e71e38af97f3112d35044cf60ddf0 Reviewed-on: https://review.mlplatform.org/403 Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-14COMPMID-1710: Fixes in StrideSlice calculations.Georgios Pinitas
Change-Id: I66eb922f1ff15142de278bf4439a61c979f98ba7 Reviewed-on: https://review.mlplatform.org/382 Reviewed-by: Matthew Bentham <matthew.bentham@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@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>
2018-12-13COMPMID-1741: Implement NEFuseBatchNormalizationKernelgiuros01
Change-Id: Ib3ba4b22804a94a1e8ef6d7076e28c2fc1cd2fa2 Reviewed-on: https://review.mlplatform.org/385 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com>
2018-12-12COMPMID-1697: NEPermute extended support for more cases.Pablo Tello
Regardless the input data layout NEPermute function has been added support for the all the permutations of 4d tensors Added corresponding validation tests. Change-Id: I0f8f20c2c3716e908a18a59783be53efab80ef5b Reviewed-on: https://review.mlplatform.org/367 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-12COMPMID-1786 Dispatch a single OpenCL when running CLScaleKernel with NHWC ↵Michalis Spyrou
with batch_size!=1 Change-Id: Ib5ea76c1ba7a7add1f050ca9168091bd30749725 Reviewed-on: https://review.mlplatform.org/377 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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>
2018-12-11COMPMID-1497: Add support for interleaved B reshaping in gemm_interleavedAnthony Barbier
Change-Id: I2171e1bf707bdcfa221c18d7a8904979e110020d Reviewed-on: https://review.mlplatform.org/326 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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>
2018-12-07COMPMID-1821 (Nighlty) CL/ArgMinMax/Float/ clEnqueueMapBuffer failuresMichalis Spyrou
Change-Id: I5a9d698f459fd7efdbe85d70d092e79e961cb4dd Reviewed-on: https://review.mlplatform.org/368 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2018-12-07COMPMID-1451: Fix shape check in CLStridedSliceKernelGeorgios Pinitas
Change-Id: I10979793e22296f9ab091405509d809fd692ab89 Reviewed-on: https://review.mlplatform.org/365 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Matthew Bentham <matthew.bentham@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2018-12-07COMPMID-1710 CLElementwiseUnary: Fix accesses smaller than vector sizeMichalis Spyrou
Change-Id: I26c00ed1941a20fb02fac7d6c03f06adf87fee4d Reviewed-on: https://review.mlplatform.org/363 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2018-12-07COMPMID-1826: Add support for QASYMM8 in NEArithmeticAdditionKernelGeorgios Pinitas
Change-Id: Ia7fb128e1f3944d0d831e1d125a6db3e1d257106 Reviewed-on: https://review.mlplatform.org/355 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com>
2018-12-05COMPMID-1634: Cleaned up NEPoolingLayer.Pablo Tello
Reduced the binary size of NEPoolingLayerKernel.o form 266k to 95K Change-Id: Ia1e79849430a5f34f5c1fa3fb15f23a61555a7f0 Reviewed-on: https://review.mlplatform.org/344 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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