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2018-11-02COMPMID-1586: Add support for NHWC CLDeconvolutionLayerMichele Di Giorgio
COMPMID-1651: Fix QASYMM8 CLDeconvolutionLayer This patch also extends the range of values used for testing Convolution and Deconvolution to cover quantized [-1.0f, 1.0f]. Change-Id: I8b280669db67bb3ec25bf5d411c8f5954f5b0dab Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/149869 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1574 Implement ReduceMean in OpenCLMichalis Spyrou
Change-Id: Id331199f569f52a37280a9ada5bf84694580b93c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/152843 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1451: Reverting changes for CLGEMM and CLGEMMLowp previuosly done ↵Isabella Gottardi
(384496) Mirroring CLGEMM behaviour to CLGEMMLowp Change-Id: I308b54e2c0de131a5322b77e83e7454db498d692 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/153175 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1451: Fix NormalizationLayer accross width normalization.Georgios Pinitas
NEON and CL normalization layer was generating invalida results for radius > 4. Change-Id: I15d846405e6b3492fe44920bbf8cadceb4e5258f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/153161 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Matteo Martincigh <matteo.martincigh@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1621 Deconvolution wrong output calculationMichalis Spyrou
Change-Id: Ida71312bcf6dbd854f2ab1efc65f74910c79e152 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/151510 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1451: Fix compilation issues under gcc 8Georgios Pinitas
Change-Id: I05d3447336ee0bf330e2a0c58fc6904be1db8f83 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/152626 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1623: NEWinograd reduce the number of output tiles.Pablo Tello
Change-Id: I4d9240924fe483d2dd127ad6a4ae6f8066f61bd1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/151893 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Andrew Mundy <andrew.mundy@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1451: Enable dot kernels in NEGEMMAssembly functionsGeorgios Pinitas
Change-Id: I9dd26b80025ea3a4c66f5f0bf41b7a98dd0d3aa4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/152549 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1607 - (Nightly) CLGEMMLowpMatrixMultiplyCore errors and mismatchesIsabella Gottardi
Change-Id: I5f2e6843526cb154176a5b113627d4f36c3a8edd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150967 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1546 Optimize PoolingLayer NHWC on NEON for all data typesMichalis Spyrou
Change-Id: I4920e43059a713126f15493f38fe50f07d0a8c7f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/151087 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1610: Fixed CLDirectConvolution mismatchesPablo Tello
Kernel size 5x5 layout NHWC. Change-Id: Ia82ff211d1c954df228962b5c2c5ad8df7112449 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/151740 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02[COMPMID-1331] Add support for RoIAlign operator in CLgiuros01
Change-Id: Ie215daacd10477309dbf8af1bb2b05b7a0a8f203 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150773 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1607 - (Nightly) CLGEMMLowpMatrixMultiplyCore errors and mismatchesIsabella Gottardi
COMPMID-1608 - (Nightly) CLGEMMConvolutionLayer QASYMM8 errors and mismatches COMPMID-1609 - (Nightly) CLFullyConnectedLayer QASYMM8 mismatches Change-Id: I84c0d4f468be892f437f9f38b964dc7dfb66663a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150869 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-286: CL colour convert to U8Manuel Bottini
Change-Id: I62bbf510cc106a90ed2884be3c9c0c127da25898 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150681 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1519: Add support for 3D input/output in CLGEMMLowpOutputStageGeorgios Pinitas
Change-Id: I637add70310d2da4d82b236a6352af9d33be17a1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/149706 Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1600: Reduce number of tile specialisations.Pablo Tello
Change-Id: I4d06eca9404ea6d3df9d0ca52f5d6f5421ab7116 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150117 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-287: NEON colour convert to U8Manuel Bottini
Change-Id: I47033fa70881fd32b13266adb6ccbf10c202aabc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150344 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1596 Create UpsampleLayer for NEONMichalis Spyrou
Change-Id: I82d95c4f1c5fed13b213a2591cc2b4e0d0e02a54 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/149676 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1518: Add support for GEMM3D in CLGEMMLowpMatrixMultiplyCoreGeorgios Pinitas
Change-Id: Ib14ac821ee5d4aff80bd602cd3e76e7018abb5e6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150268 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1598 : Fix compilation error in CLDepthwiseConvolutionQS8 kernelGeorgios Pinitas
Change-Id: I65eeb0cba2af462c6ef64a536ad263c407d62811 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/149609 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1540 Implement YOLOLayer on NEONMichalis Spyrou
Change-Id: Ice28996959dc666fff5e8ae486c1ff8093db083f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148367 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1446 : Add support for 3D output in NEGEMMLowpOutputStageGeorgios Pinitas
Change-Id: I61e7d39d09a9936b1128ec04038fa2d8dfe6a2c8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/149211 Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1588 Create UpsampleKernel for YOLOLayerMichalis Spyrou
Change-Id: Ic1f9e85306a0a0b1459c9f9aa35bd629deea1710 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148797 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1581: Collapse windowsGeorgios Pinitas
Change-Id: Iec56c9a96d9736a63f13b65efa33311950f20661 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148572 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1591: Fix NEPoolingLayer for NHWCGeorgios Pinitas
Restore window step across width to 4 for FP32 instead of the whole row as the kernel code was inconsistent with this decision. Change-Id: I7c4dcdf960b8cbc970a36fa1df39df2c6f000c86 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148908 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1564: Add QASYMM8 on CLPixelwiseMultiplicationGeorgios Pinitas
Change-Id: I5f719f5b2915c18cd0ca6271db401152112863a6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148982 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2018-11-02COMPMID-1554 Implementing Space to Batch on OpenCL - NHWCMichalis Spyrou
Change-Id: Ifa37a6758f79d0a6ca771dcfb4c55a5d96b452d0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148892 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1564: Add NEDepthwiseConvolution3x3 for QASYMM8Georgios Pinitas
Change-Id: I1f55508af6f220e5f41df7b56daffb4761ed0591 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148253 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2018-11-02COMPMID-1568: Add support for QASYMM8 to CLNormalizePlanarYUVMichele Di Giorgio
Change-Id: Id7ea6e7f57179478e5ba0e9231274e98fa089590 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148028 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1532: Add DepthwiseConvolution3x3 FP16 on NEONGeorgios Pinitas
Change-Id: I780970f317b979b3230e2b471ac01df7fda9ee14 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148168 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1563: Fix name of NEGEMMInterleavedWrapperAnthony Barbier
Change-Id: I5f868091cae7bd86eeeb7216d44f32c190c5a604 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147804 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1566: Add broadcast to CLArithmeticSubtractionGeorgios Pinitas
Change-Id: I05d21f9a92013ecfd1128d12cf1561cfd6e5c5e9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147983 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02[COMPMID-1229] Implementing Pad on OpenCL -FP32/FP16Giuseppe Rossini
Change-Id: Ideead99410e5e0bda1035030af1bbcd0a65ea15e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144792 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1507 Add support for QASYMM8 in CLScaleKernelMichalis Spyrou
Change-Id: I4a32e47e6d9152633668cf0e14db88fc8c26f7ea Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148167 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1549 Implementing Batch to Space on OpenCL - NHWCMichalis Spyrou
Change-Id: If7ae0a8b6255a10711365068d9fb153c71f09818 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147751 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1584 - Collapse batch size in CLChannelShuffleLayerKernelGian Marco Iodice
COMPMID-1589 - Add support for NHWC to CLChannelShuffleLayerKernel Change-Id: I13936a5cd1659d01fdb10b346e90f0d72d79f1f1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148475 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1227 Implementing Space to Batch on OpenCLMichalis Spyrou
Change-Id: I6fd83d6584c56a4fd2470948f1987e23237c16d3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145577 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1539 Implement YOLOLayer on CLGiorgio Arena
Change-Id: I332c0703e1399fca0c5b724529b54a28f49c88da Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146842 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02[MLCE-54] graph_alexnet example throw an exceptionMichele Di Giorgio
The 32bit version of AlexNet seems to require ~1.4 GB of memory to run (got this result via valgrind's massif tool). The problem is a miscalculation of the shape of the _transformed_b tensor, which should not be multiplied by the size of the data type, but rather represent only the size of the dimensions. Change-Id: I55dfb538b31772afc4ce0ce0ccd31fdeb1585cfb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147666 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1552: support kernels sizes 1x7, 7x1, 1x5, 5x1 in NEWinogradPablo Tello
Refactored the validate method to make it easier to maintain in the future when adding support for new kernels sizes Change-Id: I12d9fe7af15ceb0e655cef61ca94407558fb29e8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146713 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1451 Move NEFlattenLayerKernel to the correct folderMichalis Spyrou
Change-Id: I88793688e4175d409a022db1c2b6db6783d7feeb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147682 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1556 - Add ReorgLayer to graph APIGian Marco Iodice
Change-Id: I50c13b5808f3cceec36b92e7afc027f47ebbdea4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147369 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1555: Fix mismatch in EqualizeHistogram functionMichele Di Giorgio
Change-Id: I1fe346a360b2d9ddd8576a1d24ff66e78c95c1f2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147049 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1527 - Implementing ReorgLayer on OpenCLGian Marco Iodice
Also extended tests on NEON Change-Id: Icb0eced534e904ef807972dd3a31988f501bb02e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147095 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1548: NEON FP16 mismatches on CannyEdge and HarrisCorners.Georgios Pinitas
Removes FP16 from HarrisCorners and CannyEdge. Change-Id: I5e4f9205fdbe4de85f04f55ecf1568c837e56cc0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146247 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1330: Add support for NormalizePlanarYUV operator in CLMichele Di Giorgio
Change-Id: Id0754b9e2bc3ef7ff2c4c21c3b89709588c41bd3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146637 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1553: Add GPU detection for G52.Georgios Pinitas
Change-Id: Ief61733d0e66fec0c67255ad899c76933109b797 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146794 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-1266 : support for FP16 in CLWinogradConvolutionLayerVidhya Sudhan Loganathan
Added support for FP16 in CLWinogradConvolutionLayer: 5x5 kernels and 3x3 kernels(COMPMID-937) Change-Id: I0f394cbdc978dd04176416e9f612aca3986b09e6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145537 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1528: Add ReorgLayer on NEONGeorgios Pinitas
Change-Id: I44369b4a716767163e2233b7d87bff300c523383 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146314 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1550: Winograd integrate RSH changes.Pablo Tello
Refactors the transforms to make use of partial specialization. Change-Id: Idff68d22817a00a7ee9eef5351a5a9fd33147540 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146635 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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