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2018-11-02IVGCVSW-601: support for asymetric padding in cl conv and depthwise convJaroslaw Rzepecki
Change-Id: I5c6c95091ae77dba96459c0640f9f6167a988c8c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91700 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02IVGCVSW-632 CL support for Softmax beta parameterPablo Palmier
Change-Id: I21da48d2f40aa900301235eaced54b7eb644b0b2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91307 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-481: Add gemmlowp_aarch64_v8p4 kernel.Pablo Tello
Change-Id: I15496b16ffd636f5bff76572e750df7e15c80830 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/90532 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-470: Neon Deconvolution.Pablo Tello
Implemented by up-sampling the input with zeros insertions between the input samples and convolving the Deconvolution kernels on the up-sampled result. The upsampling is performed by the function NEDeconvolutionLayerUpsample. Convolving is done by NEDirectConvolutionLayer. Change-Id: I25f7ba7c6b99cd9310797972ede40aeff4a54900 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85319 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-603: Fix OMPScheduler.Georgios Pinitas
Adds ThreadInfo in the OMPScheduler. Change-Id: I760ff9ea8af0431e024b4a4b1fc77ff88980f51a Reviewed-on: http://mpd-gerrit.cambridge.arm.com/90158 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556 - Fix ConvolutionLayer testGian Marco Iodice
Change-Id: I8035cfd2b7fd62bd9f79f2a7d4b59f3e2bbe9163 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89988 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-463 - Extended Pooling Layer on NEON to support Global PoolingGian Marco Iodice
Change-Id: I8ae44187624deeab3d40d878e7b34ff651f1dad0 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89834 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-546 Add auto config to depth concatenatesteniu01
Change-Id: I7798a56677d541338a73e3888ed0a2cfe0375794 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89726 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-417 Updated build system to not combined objects of the different ↵Anthony Barbier
levels of library Until now we had: core = core_obj arm_compute = core_obj + arm_compute_obj graph = core_obj + arm_compute_obj + graph_obj But if an application link against more than one of these libraries then bad things happen. Added version strings in the runtime library too (As it used to only be in Core objects) Updated doxygen for how to compile the examples Change-Id: I7aad6ecf75cfa8dca59f2ea093e13fb0314a3eb4 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89743 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417 Fix bare metal build for armv7aMichalis Spyrou
Change-Id: I566a41061b75c3a1dad5374fcdc84372e6cfbe89 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89670 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-417 - Added NEFlattenLayer functionGian Marco Iodice
Change-Id: I919c3352bf22bb41df2928be291be754c0518d3f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89536 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Fix memory manager in NEConvolution.Georgios Pinitas
Incorrect logic was leading to an object being registered for managing but was never needed. Change-Id: I1682f7840f5d47ed856d60d3c0ee458a097e6b98 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89496 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417 - Fix for the config_id default stringGian Marco Iodice
The empty string used by default for config_id caused a memory corruption on Android. Change-Id: Ib9c764c8a8f7009936071f8c8fec1653bb000f90 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89262 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-481: Add AArch32 GEMMMoritz Pflanzer
Change-Id: Idba0b30bfb27866a46a22388014ab81432ea28dc Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86196 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-481: Add AArch64 GEMMMoritz Pflanzer
Change-Id: I34f94f99cb05f0eabafee13c5e623ee779b72360 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83741 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-524 - Implemented CLTuner objectGian Marco
Change-Id: Idbdbecca1fc299ed042936119d90e2bed8db0938 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87101 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-541: Fix padding in CLMinMaxLocationKernelMoritz Pflanzer
Change-Id: Ie17e3f14c428553d433da2a564e016bfac7749a9 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88881 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-417: Fix CPPScheduler for empty windowsMoritz Pflanzer
Change-Id: Ib4d6949ae0835a94a241d736913617cfe251af54 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88887 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-417: Fix memory manager in NEDirectConvolution.Georgios Pinitas
Moves the accumulator manage call to the cases that is actually used. Change-Id: I80486913142860b394aad9d4b486166a2dfaf269 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88620 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-11-02COMPMID-417: Fix in BlobMemoryPool and BlobLifetimeManagerGeorgios Pinitas
-Removes invalid error check as multiple handles can be applied to the same blob. -Calculate group mappings and update blobs using the active_elements instead of the finalized group to allow reusability of blobs of non-overlapping subgroups of the same group. Change-Id: I21eee7a47829f751280a7b8dc1e831fff1b0ef41 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88279 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-534: Port MemoryManager to CL functions (Images)Georgios Pinitas
Adds support for: -CLCannyEdge -CLFastCorners -CLGaussian5x5 -CLHarrisCorners -CLSobel3x3 -CLSobel5x5 Change-Id: I712a76d4ceda915b5cf85a4d12c1b7a059d4d909 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88118 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-452 CL Generic Depthwise Convolution implementation.Giorgio Arena
Change-Id: I115e48fe6ce5e281f3791aa5d80fdc754cdd2b5e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85082 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-522 - Added support for GlobalPooling in CLPoolingLayer and ↵Gian Marco Iodice
CLFlattening for 3D tensor Change-Id: Ifc7db1e4d4af322a4dcbfeb3e132e5c326596872 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86618 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Add support for floats in scale.Georgios Pinitas
Change-Id: I7d714ba13861509080a89817f54e9d32da83e970 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86026 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Fix NEGaussianPyramidOrb.Georgios Pinitas
Change-Id: I9e89136a926f33cc591784d4e7785618bba7b0b2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88116 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-534: Port MemoryManager to NEON functions (Images)Georgios Pinitas
Adds support to: -NEHarrisCorners -NEFastCorners Change-Id: I21eeb9961092d20f69e82f447fe1faa48b0f4ad8 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88113 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-417: Fix potential memory leak in CLReduction Kernel.Georgios Pinitas
Change-Id: I1c285b2fdac5ebf154731e8e34e0549a7f92525f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87939 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-11-02COMPMID-534: Add MemoryManager support in OpenCL functionsGeorgios Pinitas
Adds support for: -CLConvolution -CLGEMM -CLGEMMLowp -CLHOGDescriptor -CLHOGGradient -CLHOGMultiDetection -CLL2Normalize -CLLocallyConnectedLayer -CLOpticalFlow -CLReductionOperation Change-Id: Ib13354d274ccf32ae933f3fbbad3ac3896cfd3bd Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87938 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-534: Add MemoryManager support in NEON functionsGeorgios Pinitas
Adds support for: -NECannyEdge -NEConvolution -NEDirectConvolution -NEGEMM -NEGEMMLowp -NEGaussian5x5 -NEHOGDescriptor -NEHOGGradient -NEL2Normalize -NELocallyConnectedLayer -NENormalizationLayer -NEScale -NESobel5x5 -NESobel7x7 Change-Id: I68e05aa6054372fa873a882633a15fb97882c00d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87926 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Remove unused includeMoritz Pflanzer
Change-Id: I394ea4891106132659b1f02cbb8d9136cde05d7b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87883 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-417: Cleanup CPPSchedulerMoritz Pflanzer
Change-Id: I45028dc90db5c8c0ed1eba795d4652aa95305b48 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87053 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-462: Implement TensorReshape for NEON and CL.Georgios Pinitas
Change-Id: I11b39c2ceca26ade73822e29a384ef866ae05729 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87707 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-448: Implement CL Quantization/Dequantization Layer.Michele Di Giorgio
Change-Id: Id002e23a2ac48af3d245416dc6411d9a04a1e513 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81827 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-485: Memory ManagerGeorgios Pinitas
Change-Id: Ib421b7622838f050038cd81e7426bb1413a7d6e6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87376 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-439 - Refactored NEQuantizationLayer and NEQuantizationLayer in ↵Gian Marco Iodice
order to support 3D input tensors Change-Id: I03eac2108a30bed56d40dfd52e75577a35d492e0 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85783 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-417: Fix thread allocation in CPPSchedulerMoritz Pflanzer
Change-Id: I04848b834f56ba5371a685d00f9bdd0f38addb6e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87029 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-481: Add thread info parameterMoritz Pflanzer
Change-Id: Iebb50a88d017445b6b37a86563ebd4abd86c5cf5 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86788 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-417: Fix clang tidy after renamingMoritz Pflanzer
Change-Id: I3e327bcbb4719c493c45397243354289c3223945 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86677 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-476 L2 Normalization for CLMichalis Spyrou
Change-Id: I88f87173645880eb823916c5d4ac884c372a4fb4 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83269 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-358 Implement OpenCL ROI PoolingSiCong Li
* Implement OpenCL ROI Pooling * Add CLROIPoolingLayer benchmarks Change-Id: I8786d01d551850a1b4d599a48fabe3925e0a27d0 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79833 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-477 - Optimized batched case in CLConvolutionLayerGian Marco Iodice
Change-Id: I4ef18f49f1da0cb816aaa0762466b940792c15ed Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84162 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-439: Implement NEON Dequantization Layer.Michele Di Giorgio
Change-Id: I2f4f9d0d3437e9d8142f0f82b330233d31ffd552 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80086 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-452 CL Depthwise Separable Convolution Layer kernel implementation, ↵Giorgio Arena
validation and benchmarking for 3x3xC depthwise filter and DataType::F32. Change-Id: I95c0c87709763cdbf58d0de66025eac86e30791b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82768 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-11-02COMPMID-477 - Optimized CLNormalizationLayerGian Marco Iodice
CLPixelWiseMultiplication has been removed within the function Change-Id: Ibe7edd7921d5cef6ff68fdeeca89771129a8eaea Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84459 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-439: Implement NEON Quantization Layer.Michele Di Giorgio
Change-Id: Iefbb421915e56d880d6a3e20c113913560f6ca10 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79934 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-417: Cleanup NEON FullyConnectedLayerMoritz Pflanzer
Change-Id: Ie02a0a1a28ca2771e29a5e6552242caf0f6db1cf Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83555 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-417: Cleanup CL FullyConnectedLayerMoritz Pflanzer
Change-Id: Ic7191be1f136c6aad4037cf2ec4bc6d7d0e440d3 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83713 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-477 - Optimized Direct Convolution 3x3 and 5x5 (f32) for Bifrost.Gian Marco Iodice
Each work-item computes 4x3 output elements in case of 3x3 convolution and 4x2 in case of 5x5 convolution Change-Id: I6ebbaff8b7e971c1f90d5845c0b58d2a40f39df5 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84345 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Add in-place support for batch-normalization.Georgios Pinitas
Change-Id: I4b0c9348f3bc2addc198a76fadd1b583abf42b60 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84434 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-424 NEON/CL Harris Corners validation tests.Giorgio Arena
Change-Id: I82d2a73f515a8d45d16b9ddb702fea51ae05c82e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79687 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>