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2018-11-02COMPMID-1632 Add CLL2NormalizationLayer for NHWC and FP32Michalis Spyrou
Change-Id: Iae22554d5fe893fd22a000eab5bfd8275ea06eb3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154102 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1523: Fuse BN node with convolution.Georgios Pinitas
Change-Id: I146936c9e98b343496a4b61cdbadf0eaa38e885a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154008 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1667: Add 4D tensors support to CLWidthConcatenateLayerKernelMichele Di Giorgio
Change-Id: Ibc0b1242804c2fdb183825406e3c78bd0d1d3564 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154368 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
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-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-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-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-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-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-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-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>
2018-11-02COMPMID-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-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-1514: Add validate to NEFloor and CLFloorGeorgios Pinitas
COMPMID-1515: Add FP16 support to NEFloor and CLFloor Change-Id: Ib63a62c7681056ee13be99ce081b4d3949da4217 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146547 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1451: Fix misssing comment in helpers.hGeorgios Pinitas
Change-Id: I30cb6b9b55fe762238ab402a28667eae9e2ab6a2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146530 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1332: Implement Slice for CLGeorgios Pinitas
Change-Id: I0dbc4fd7f640d31daa1970eb3da0e941cb771f2b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146145 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-1218 Implementing Batch to Space on OpenCLMichalis Spyrou
Change-Id: I12ba4c0c35f086ea3f395970b85af5bf8f94850b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145052 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-708 Fix AccessWindowTransposeGiorgio Arena
Change-Id: I68f65b6dea7889d71b4a10021f59e6f0ab82903b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145590 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1469: Add validate in NEGEMMMatrixAdditionKernelGeorgios Pinitas
Change-Id: I228e2503eb40c12869fbd7e834ac1309aa613480 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145878 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02[COMPMID-1483] Add validate method to CLReshapeLayerGiuseppe Rossini
Change-Id: I33079e07acad83e0740c87b06546cc0f0f51301c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145164 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1235: Implements StridedSlice for CLGeorgios Pinitas
Change-Id: If2b44da31fae528c76be742b4b3a21fb0eb06b49 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145284 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1433: Use Arm macro to check whether we support dot product instructionsGeorgios Pinitas
Change-Id: I70c0ee5adfac81dccae26b6756f424f4200ba584 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145990 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1470 Add auto-init of the output in NECol2imGiorgio Arena
The output of NECol2Im is already auto-initialized. This patch is about calling ShapeCalculator instead of computing the shape inside the kernel, adding validate_and_configure_window, and standardize the way convolved dims are passed (now NEON uses Size2D, while CL passes a pair of uint values: using Size2D for both implementations) Change-Id: I795696e1b6532f57847c3186c1b532c09f5a25da Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145345 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1533 Implementing CLDepthWiseConvolutionLayer with FP16 (NHWC)Giorgio Arena
Change-Id: I46965aeb1fffba8cbf083cab7284c549b0e94d00 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145334 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1188: Static tuning of CLScaleGeorgios Pinitas
Change-Id: Icf1cc00d9861fdb8766d0b8fd33ca90833863927 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144830 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1188 - Fix CLWinogradConvolutionLayer for NHWCGian Marco Iodice
Change-Id: Ib4abe0388f218276e79f7c4405827e61722f0ef8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144240 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1498 - Enable grouping in CLGEMMConvolutionLayerGian Marco Iodice
Change-Id: I15c7df21773145b03f42b6f78bd7ad2e5b8a5219 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144126 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1376: Add support for QASYMM8 in CLDeconvolutionLayerMichele Di Giorgio
Change-Id: I13ec79b6668e2b9559d3fa789ae0b51ab6975289 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139126 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1478: Fixed Doxygen comments + minor fixesAnthony Barbier
- Allow check_bad_style.sh to only run on some of the files - Pass missing lws_hint() in CLNormalizationLayerKernel Change-Id: I2cf44f82f7ba6c8dc8d40691aeec7c6c3de385b5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143628 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1343: Add grouping support to CLCol2ImKernelMichele Di Giorgio
Change-Id: I5188a2163e7341f1915d98c21464fea13a9a7faf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143330 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1342 Add grouping support to CLIm2ColKernelGiorgio Arena
Change-Id: I4afb19751520a90fee27fb49b775cd10e92a94f5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140476 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1478: Stop relying on static default OpenCL objects in cl2.hppAnthony Barbier
This causes problems when ACL is used as a shared library on Android. Fixes some problems related to creation / destruction order between the Graph's CL backend and core / runtime Change-Id: I716d63fd42f4586df1ffbb6fa97e4db06d3a781b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/143228 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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