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2018-11-02COMPMID-761: Add CL/NEON Magnitude benchmark testsIoan-Cristian Szabo
Change-Id: I9ed3718679d4bc96300a23ce8063d5e12c201bf9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114166 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02APPBROWSER-341: Add ResizeNearest operator supportFrank Lei
Change-Id: I1eefcb89b2185514f6eba8f3d0e7b126b20f7d8f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113856 Reviewed-by: Joel Liang <joel.liang@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02APPBROWSER-340: Implement NormalizePlanarYUV operatorzhenglin
Change-Id: I943fe27ed83e6c499d8f9919c7083f39f6f25acc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113211 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Stephen Li <stephen.li@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-688: Shorten DepthWiseConvolution test name.Pablo Tello
Removed biases shape from the dataset which is redundant as it can be computed from the weights shape. Change-Id: I078b6eeb9e0a42f697e7b311deb86d2a1795872b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112904 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-556: Fix NEConvolutionLayer for fully connected convolution.Georgios Pinitas
Fixes weights shapes and assembly kernels dispatch parameters in case of fully connected convolution. Change-Id: I872c5934aab1d8ea6ef154d843521b5618fa2dcc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113062 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-731 - Remove padding requirements for NEGEMMLowpOutputStageGian Marco
Used a left-over for loop in: - NEGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPointKernel - NEGEMMLowpQuantizeDownInt32ToUint8ScaleKernel in order to remove the padding requirements for AndroidNN Change-Id: I8ef529fc3d1adecf15fbe42002d99bc0030f131f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112266 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-722 - Support for vector-matrix in GEMMLowp (NEON)Gian Marco
This patch includes COMPMID-716 as well - Added vector-matrix case in NEGEMMLowpMatrixMultiplyKernel - Added benchmarks for NEON and OpenCL Change-Id: I715cd25e8668a4d6c8127e9a298a865e7713267f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111468 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-718: Added winograd benchmarking tests.Pablo Tello
Change-Id: I2b5fea83eab24471e7e070a09103a350aaada87f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111466 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02IVGCVSW-656 : added support (and unit tests) for asymmetric padding inJaroslaw Rzepecki
dirct conv (CL) Change-Id: I4b8389376e675bfa93b4a1ae7c8e65b8db1f4c4b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111102 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-692 Consistent names for the interfacesGiorgio Arena
Change-Id: I4b1f3f0da9ff5342c7de7083736fe91871d14e5b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110351 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-687: Winograd layer.Pablo Tello
Change-Id: Ica682d08e851491bf4a26b8d17908c014844055e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110990 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-710 - Fix CLTranspose and NETranspose when the input shape is aGian Marco
vector Fixed replacing AccessWindowTranspose with AccessWindowStatic due to the wrong padding calculation in the X direction within AccessWindowTranspose. AccessWindowTranspose should be fixed with COMPMID-708 Change-Id: I665e130b897a213ae2bf9da4bf092dd491fa00c6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111057 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Michel Iwaniec <michel.iwaniec@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-556: Fix CLDepthwiseConvolution3x3 Kernel.Georgios Pinitas
Kernel was not sliding the input window. Change-Id: Ia5903ceaed1243e86bee773a84102d8a1132dfa5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111055 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-697 - Rework GEMMLowp interface on OpenCLGian Marco
Reworked the interface of GemmLowp in order to make easy the integration in Android NN - Added support for different output stage - Added validation for both matrix multiplication and output stage - Added bounded relu support in the output stage - Added in32_t bias support - Added optimized path for vector by matrix case This rework is required for: - Convolution quantized - Fully connected quantized Change-Id: I512283d406099cf8c614dd89d0a97ed411143afc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110625 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-661: Fix scale border issue (#38)Daniil Efremov
Change-Id: If1dcca724e5e5f5ab363ffc16b0ef8c943e0b657 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110105 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-560 - Validation mismatches Gaussian Pyramid Half ScaleGian Marco
Change-Id: If09afa444c6b3e91117d1b1a529faa0778457cd3 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/96099 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-675 - Reworked NEGEMMLowp interface/functionGian Marco
The new interface makes NEGEMMLowp able to work with ASYMM8 data types. Implemented 2 new functions: - NEGEMMLowpMatrixMultiplyCore - NEGEMMLowpOutputStage These functions should make the integration in android NN doable For more information about GEMMLowp: https://github.com/google/gemmlowp/blob/master/doc/low-precision.md Change-Id: Ie2c775f45234f68ca53dba644b3a912b997fd890 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95504 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-631: Merge branches/gles_compute branchAnthony Barbier
Last commit: commit b25c5f68042b0c81bf611d59a1bb8535e1c42497 Author: Xinghang Zhou <xinghang.zhou@arm.com> Date: Wed Oct 25 18:48:10 2017 +0800 Synced validation's tolerances of GCSoftmax from cl side Change-Id: Ibe72054205c1c8721845d679a31af7ed0a7c5cf6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93283 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-562: Port Schaar to new validationJohn Richardson
Change-Id: Ia59c5ac7b6ab7a53fb73103539984e310b918fca Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94616 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-650 Check we have all the DirectConvolution benchmarksGiorgio Arena
Change-Id: I90e5e28d3cf3b484f01fe5aaa394ee4d159898df Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94043 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-556 - Added 5x5 Direct Convolution benchmark for AlexNetGian Marco
Change-Id: Ib92f62e8982a7f07799083ea41086e652437ab7e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95100 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-556 - Fixed tests for AlexNetGian Marco
Change-Id: I86604ff790c1de3cc0ff22385a8869ad7f17b51f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94963 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-661: softmax-fp32 optimisation (#14)Chunosov
Change-Id: I2007af1ed9dcf68065cf412aa50f73a2025b31a6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94605 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-616 - Optimizing GEMMLowp on NEON intrinsicsGian Marco Iodice
Change-Id: Ibbeff5d37249b6e8fc34ad496035a1511c9da5a3 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94072 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-556: Autoconfigure support in CLDepthwiseConvolution.Georgios Pinitas
Change-Id: I697d3237b39d0f088b820c14b65cfcbbd2e26e09 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93412 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-643: Add bias to CLDepthwiseConvolution.Georgios Pinitas
Change-Id: Ibfe7b8c1172d10cbcae7971fe86b82090519d31d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92798 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Jaroslaw Rzepecki <jaroslaw.rzepecki@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-640: FullyConnectedLayer failures on both NEON/CLGeorgios Pinitas
Change-Id: Idd830cff054114123229c189e423b753b8064146 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92623 Reviewed-by: Robert Hughes <robert.hughes@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-636 - Extending GEMMLowp validation for NEON intrinsicsGian Marco
Change-Id: Id02a0b3bf5af65dd940b46b2f6634b6a479cf388 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92275 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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>
2018-11-02COMPMID-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-417 - Fix YOLOV2ConvolutionLayer testGian Marco Iodice
Change-Id: Iba380f0edd5a7d759a5a52545263a25c966626c7 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89564 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-417: Fix GoogleNetGEMM datasetMoritz Pflanzer
Change-Id: Idd6f67f6f7dbe1110e012b5fa012d112125a42bc Reviewed-on: http://mpd-gerrit.cambridge.arm.com/89101 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-415: Remove GEMM tests from computer visionMoritz Pflanzer
Change-Id: I876d536aaada92e85c83daaf083790f8e40f2d7a Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88879 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-509: Move Threshold to new validationJohn Richardson
Change-Id: I06b045485f40c49a02bd2b85bafc43662b11270d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88043 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-363 Add Graph library supportAnthony Barbier
Change-Id: Ie841419bf65d0e06bdfe0bdd2d8d4e0bb3631e54 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87931 Reviewed-by: Pablo Tello <pablo.tello@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-494: Port BatchNormalizationLayer to new validationSanghoon Lee
Change-Id: Ief5334dd1cf571d977acf4ce9e5f580c5c9ab433 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/88158 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@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-504: Move NonLinearFilter to new validationJohn Richardson
Change-Id: Ie2e9c34dd541cf570b9aef29d94ac79e2360e0e9 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87580 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@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-415 - Fixed bad_alloc in DepthConcatenate reducing the size of input ↵Gian Marco Iodice
tensor for the NIGHTLY tests Change-Id: I06a4b3f56c5157a67548570371d78f8a73029c2d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/87601 Reviewed-by: Pablo Tello <pablo.tello@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-492: Port ArithmeticAddition to new validationSanghoon Lee
Change-Id: I134b5ed6581b42fac6be6311679473b67d1d5bf4 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/85972 Reviewed-by: Anthony Barbier <anthony.barbier@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-415: Rename and move testsMoritz Pflanzer
The boost validation is now "standalone" in validation_old and builds as arm_compute_validation_old. The new validation builds now as arm_compute_validation. Change-Id: Ib93ba848a25680ac60afb92b461d574a0757150d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/86187 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>