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2019-02-07COMPMID-1923: Input is ignored if peephole optimization is enabled inGeorgios Pinitas
LSTM Change-Id: I9e6c4fe279aafaf7f77af453785a8f677868a25a Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/639 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Arm Jenkins <bsgcomp@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-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>
2019-01-30COMPMID-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-1710: Define missed specializations for comparisonsGeorgios Pinitas
Change-Id: I0de1ec9dc4164014eb89204ec860ff3aaefa14df Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/584 Reviewed-by: George Wort <george.wort@arm.com> 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>
2019-01-23COMPMID-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>
2019-01-21COMPMID-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>
2019-01-18COMPMID-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>
2019-01-15COMPMID-1724: CL Implement Prod fixManuel Bottini
Change-Id: I9cf07afe6198e3364ede06faaa9a09a782a34792 Reviewed-on: https://review.mlplatform.org/519 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-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-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>
2019-01-08COMPMID-1865 NEReduceMean fails on shape validationMichalis Spyrou
Also handle negative axis Change-Id: I28e48702d926c2f4aea7b1b674b51bebb01ce5f8 Reviewed-on: https://review.mlplatform.org/464 Reviewed-by: Matthew Bentham <matthew.bentham@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@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>
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>
2018-12-27COMPMID-1710: Fixed unused function warning in CLUnstackGeorgios Pinitas
Change-Id: I94ef19271b059fafb7dad26fee0e229d7e65f64e Reviewed-on: https://review.mlplatform.org/441 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com>
2018-12-21COMPMID-1726: Implement CLUnstack.Pablo Tello
Change-Id: I94b0707d19757c5f5d7ca66d9c47e378867126a3 Reviewed-on: https://review.mlplatform.org/325 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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>
2018-12-18COMPMID-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>
2018-12-17COMPMID-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>
2018-12-14COMPMID-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-1071: (3RDPARTY_UPDATE) Add depth multiplier on DepthwiseConv 3x3 NHWCGeorgios Pinitas
Change-Id: I316ff40dda379d4b84fac5d63f0c56efbacbc2b4 Reviewed-on: https://review.mlplatform.org/371 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@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-1298: Fuse ReLu activation in CLWinogradOutputTransformManuel Bottini
Change-Id: I9e6e43a5839d04c2e4b4552c05446efb0a5074cf Reviewed-on: https://review.mlplatform.org/232 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-05COMPMID-1073: CLDepthwiseConvolutionLayer uses the optimised pathPablo Tello
Change-Id: Ibdb7d875f8ff89bc210c63d389abef1ea1fd51d5 Reviewed-on: https://review.mlplatform.org/330 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <Anthony.barbier@arm.com>
2018-12-05COMPMID-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>
2018-11-30COMPMID-1728 CL: Implement ArgMax/ArgMinMichalis Spyrou
Change-Id: I7eae2e55cc0b0b7bbebb7617299daaca6f75f40c Reviewed-on: https://review.mlplatform.org/292 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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
2018-11-22COMPMID-1645 NEL2Normalization for FP32/FP16 & NHWCMichalis Spyrou
Change-Id: I29e35024e29781a6b943b568abec9c73649215e6
2018-11-22COMPMID-1718: Extend DepthConvert to support CastGeorgios Pinitas
Change-Id: I6ee2c0b670727fc808fa636c53ddfaec3a0036c9
2018-11-19COMPMID-1065 : Create documentation explaining how to add new functions / ↵Vidhya Sudhan Loganathan
kernels Change-Id: I98183f95814442b6f3dbb67a1bdae99df05b9b01
2018-11-16COMPMID-1451: (3RDPARTY_UPDATE) Fixes for GenerateProposals graph node and ↵Michele Di Giorgio
BoxWithNMSLimitKernel COMPMID-1792: Accuracy issue in CLGenerateProposals This patch does the following: - Some fixes for GenerateProposals function and tests - Adapting BoxWithNMSLimitKernel to only accept U32 tensors as keeps_size - Update 3rdparty - Adds a small tolerance for a GenerateProposals test Change-Id: Ia8ec1cdfe941fe05003645e86deb9ea6a6044d74
2018-11-16COMPMID-1266 : Add support for FP16 in CLWinogradConvolutionLayer: 5x5 kernelsVidhya Sudhan Loganathan
Introduced F32 accumulation for F16 winograd gemm and output transform WinogradConvolution will be available for F16 only if fast math flag is enabled Change-Id: I215593c205236a0f9669218437bb40b184ec6a4f
2018-11-15COMPMID-1787: Change the heuristic selection in CLGEMMLowpMatrixMultiplyCoreGian Marco Iodice
Change-Id: Ia8d4e46ce5d9bb366af15726bc208dc14583c6ae
2018-11-15COMPMID-1676: Change CLROIAlign interface to accept ROIs as tensorsManuel Bottini
Change-Id: I69e995973597ba3927d29e4f6ed5438560e53d77
2018-11-15COMPMID-1451: Fix the shape of scratch_buffer in case of CIFGGeorgios Pinitas
In case of CIFG optimisation scratch buffer should have a size of [batch_size, num_units * 3] else [batch_size, num_units * 4]. Change-Id: I43e46f7b52e791472f1196f36e9142240ba76c5c
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
2018-11-12COMPMID-1451: Set axis correctly in CLL2Normalize validate functionGeorgios Pinitas
Change-Id: I93b14106cda8a1f640cf5acf120d31e2ebdaf495
2018-11-08COMPMID-1451: Fix fused activation in GEMMConvolutionLayerGeorgios Pinitas
-Uses output quantization information for the activation layer. -Updates checks for BoundedRelu at CL side. Change-Id: I0447860e90f1c89b67b9ace3c8daad713f6c64e0
2018-11-08COMPMID-1451: Allow weights retention in CLDeconvolutionLayerMichele Di Giorgio
Change-Id: I953f3b63aa4910650a1a3f6faea31beb4f6f376a
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