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2018-11-02COMPMID-417 - Added validation for FP16 CLBatchNormalizationLayerGian Marco Iodice
Change-Id: Icc6194a311af0e96978e6be2cc4c5da9d7fb0bcc Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89493 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-11-02COMPMID-417: Fix border and window in CLGEMMMatrixVectorMultiplyKernelGeorgios Pinitas
Change-Id: I2eacba2c87bce84b7f6b69a734ff775473f990bc Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89401 Reviewed-by: Steven Niu <steven.niu@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Fix clang-tidy failures for 32-bit runsGeorgios Pinitas
Change-Id: I2fbb6dda1c281627a4d64dce3b4c4d2ebaa8d022 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89289 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-424 Implemented reference implementation and tests for WarpAffineIsabella Gottardi
Change-Id: I4924ab1de17adc3b880a5cc22f2497abbc8e221b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85820 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@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-544: NEDirectConvolutionKernel optimization.Pablo Tello
The optimization works on tensors with width <= 8 and height <= 8. The new code is 0.5 faster than the old one as it uses fewer instrunctions to compute the same result. Change-Id: I408d6c73ebd3d266bdaaf92fcb6bcdd58f239977 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88642 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-500: Move HarrisCorners to new validationMoritz Pflanzer
Change-Id: I4e21ad98d029e360010c5927f04b716527700a00 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88888 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPIMID-523: Fix CLDepthwiseConvolution test.Georgios Pinitas
The specified output size of the failing test case was invalid. Additionally the kernel has been cleaned up and asserts have been added in case of invalid configurations. Change-Id: I198f3574f003b71968e4081a54cf102d748af5c1 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88821 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-417: Fix CL compiler warningsMoritz Pflanzer
Change-Id: If2c90f7352bff64abbf2faec7f33340e6873b5cd Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89020 Reviewed-by: Georgios Pinitas <georgios.pinitas@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 the depthwise conv bugsteniu01
Change-Id: Ica3c26d09f8009240467e0d3a12f585170fbcd44 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88677 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-515: L2 Pooling for FP32/FP16 in CL.Georgios Pinitas
Change-Id: I43641fa672f5905ca62edd1f63fc93e0cf7ea382 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85963 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-417: Fix clRetainEventMoritz Pflanzer
Change-Id: I0a52b2d4f177f0b0ae67e9674ff39a9ae30452b9 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88457 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-516 Increase tolerance rate of Scale, Conv, fully connected and GEMMsteniu01
This patch also fix the scale kernel issue where it was calcuated the scale factor inside the gpu but now in the CPU. The GPU and CPU gave different result for simple float division operation Change-Id: Ib6709cb6c41dcf4fc0fa4eb79e481430695bf40e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87266 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@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 CLNonLinearFilterGeorgios Pinitas
CLNonLinearFilter 5x5 was reading out-of-bounds for cross and disk masks. Makes sure that read is in bounds and elements are shifted after. Change-Id: I57a611e24cc9cadd50a36881e408a5a0d4ea5a3d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88056 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@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-536: Fix padding for 1D tensorsMoritz Pflanzer
Change-Id: I56618e7c8f23ad88b2fafdbb78a095df17a547fb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87951 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-417: Refactor GPU detectionMoritz Pflanzer
Change-Id: Ia21f2c51cb3bb4390b0ad26590bca63ac8446e17 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87927 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Fix setting CL targetMoritz Pflanzer
Change-Id: I4a8fc2ca55d6702ab2730de1012d6ef223395ef5 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87904 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@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-532: NEON ConvolutionLayer Quantised valgrind errorsGeorgios Pinitas
When matrix B was one dimensional the AccessWindowTranpose did not add bottom padding leading to invalid accesses. Switches the matrix B access window to AccessWindowStatic and allows AccessWindowStatic to add padding to 1D tensors. Change-Id: Ic7fbd20e0c85575b98a506c4c22d2f9ecd8995a9 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87757 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417 Fix reduction kernel's __local buffer sizeMichalis Spyrou
Change-Id: If97a79d86b174b1d9b41360303d624e3b2d22001 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87703 Reviewed-by: Georgios Pinitas <georgios.pinitas@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-477 - Optimized CLDirectConvolution1x1 for BifrostGian Marco Iodice
- Fixed bug in CLDirectConvolution3x3 Change-Id: Iaf34ef44f0b7bc02e66f3eb4452ff7a90ef83523 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86725 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@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 Fix ROIPoolingSiCong Li
* Fix ROIPooling in NEON, CL and Reference. Change-Id: Id5066625e5073e0bfebe69391f7941e993003296 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87435 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> 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-415 - Fixed bug in CLDirectConvolutionKernelGian Marco Iodice
Change-Id: I95f5bc2237851ae91438809f373ccdd4bb8cd34e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87279 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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>
2018-11-02COMPMID-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-417: Fix invalid read in CL GEMM accumulate biasesMoritz Pflanzer
Change-Id: Ie7786a29faa0d98d8ad65c2333d0d6a1665340bc Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85635 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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-417: Port PoolingLayer to new validation.Georgios Pinitas
Change-Id: I7f2f5f5f81ad9932661fc4c660bf90614288bc96 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85270 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-417: Fix valid regionMoritz Pflanzer
Change-Id: I35353670ea8beafe80958c849085b6ce48e4b373 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85306 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>
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