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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-417 - Added arm_compute comment at the end of CL header filesGian Marco Iodice
Change-Id: Ide2ff463ddd10d5dda0a09366fae462f716eb1c1 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88051 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@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: Fixed broken scons script to build bare_metal and related ↵Pablo Tello
compiler errors. Change-Id: I5f2d6c8b199698a5c2622254696da7034cef1b50 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87928 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@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-417: Fix NEDirectConvolutionLayerGeorgios Pinitas
Change-Id: I62a1fc7253a4f597d0d63b80310e0c84c3602b1a Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87436 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-11-02COMPMID-417 Updated and ran include scriptAnthony Barbier
Made tensorflow script executable Added some FIXME to help spotting what needs to be removed before the release Change-Id: I2e06470a6b95252e571c543fb8d5ef02be4b16e2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87685 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@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-514 (3RDPARTY_UPDATE)(DATA_UPDATE) Add support to load .npy dataSiCong Li
* Add tensorflow_data_extractor script. * Incorporate 3rdparty npy reader libnpy. * Port AlexNet system test to validation_new. * Port LeNet5 system test to validation_new. * Update 3rdparty/ and data/ submodules. Change-Id: I156d060fe9185cd8db810b34bf524cbf5cb34f61 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84914 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@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-415 - Fixed bug in CLDepthConcatenateKernelGian Marco Iodice
Change-Id: Ieedb714cb3666504c175aa488505e0485778c589 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86705 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-519: Add support for Lower and Upper Bounded RELU for CL/NEONGeorgios Pinitas
Change-Id: I7b16216ac59c899a33942bf17757b54535256d7a Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86172 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-518 - Bare metal supportMichalis Spyrou
Change-Id: Ida6d3dc46476fd9a67b5860e5e5bf8b848a8ac23 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85981 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-11-02IVGCVSW-498 Fix inconsistency of struct/class.Rob Hughes
This commit can be used as a test for the review process and for pushing back to BSG's Gerrit Change-Id: I93a4a41aa1a61108a122b375923b605f57a859b4 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85576 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-424 Implemented reference implementation, new output valid region ↵Isabella Gottardi
and validation tests (NEON and CL) for Scale Change-Id: I056fa3588b807a97cacf0b8afaec56e37ffc92af Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83872 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-513 Choose maximum local workgroup size at run timesteniu01
Change-Id: I9ab3cf6dc92a93b0ae5f746e078355e443b3a545 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84906 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-345: Added support for 5x5 kernels in NEDirectConvolutionPablo Tello
Change-Id: I25cd8f057566b59ce40e2acf14714e83a286ae4e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83791 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@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 - Optimizing reciprocal QS8/QS16Michalis Spyrou
Use one FP operation less for both QS8 and QS16. Also one iteration less for Newton-Raphson method for QS16. Change-Id: I360e20cf817a8a8f9905aef43fecce358c5cb796 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84318 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-431 Port OpenCL pooling layer to use fixed pointsteniu01
Change-Id: I6a73cd6582097aaefa83588aad789bdefdc74406 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79967 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-477 - Optimizing Pooling 3x3 with stride_x <= 3 on OpenCLGian Marco Iodice
Change-Id: Ie000166307cdb5bfae00ebf84d35e49a6bfb9dbd Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83372 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-478 Implemnt CL direct convolution 5x5steniu01
Change-Id: I4b975aff310cda9964d8c5dcee182d5d5c82741b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83474 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@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>
2018-11-02COMPMID-412: Port PoolingLayer to use fixed point 16.Michalis Spyrou
Change-Id: I2005de4c7c14526996309826d33a0ec8e732d2d5 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78720 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-11-02COMPMID-417 - Added clFinish to CLSymbolsGian Marco Iodice
Change-Id: If3ee89d91f105489c766b9e714fdf72da8fbfe78 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83664 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417 - Added method to set the Local Workgroup size hintGian Marco Iodice
Change-Id: I909e92ff5a0972817e6b403d05d254622f3265c7 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83552 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-459 Collapse CL Im2col's higher dimensionssteniu01
Change-Id: I0ccc39cbcf6926e6810faf3fe264c4af7adc3f7b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83070 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-477 - Optimizing CLDirectConvolution 3x3 on OpenCL and added the ↵Gian Marco Iodice
auto configuration Change-Id: I3c8384dcbc9d7786943134bb658dafb35356d90d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83253 Reviewed-by: Steven Niu <steven.niu@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417 - Fixed auto-config in NEConvolutionLayer and in CLConvolutionLayerGian Marco Iodice
Change-Id: Ibfd772200348b326738bb3b8357f0abbb7a583d7 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82943 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-424 Implemented reference implementation and validation tests (NEON ↵Isabella Gottardi
and CL) for Warp Perspective Changed the behaviour in NEWarpKernel for border mode replicate and constant to stick with the VX specs. When the new coords are out of the valid region, the output will be computed using the values from the border. In the validation tests the validate will be called with tolerance_value 1 and tolerance_number 0.2%, due to some float arithmetic related mismatches. Change-Id: Id4f9d0ef87178f8f8fd38ee17fee0e6f4beb85cd Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80283 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>