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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-345: Optimization for NEFillBorder kernel.Pablo Tello
It's about 0.8 faster than the old code for the special cases where left and top borders are both of size 1. This should improve a bit the performance of many kernels but specially in DirectConvolution where the kernel size is 3. Change-Id: I7d150cac4b1d9bf3bbf897ef6151e139fc34b39c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83403 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-417 - Disabled DirectConvolutionLayer on AlexNet for NEONGian Marco Iodice
Change-Id: If7e98ee282442e50951fda9a900b5b2f102d66f1 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84838 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-11-02COMPMID-417 - Added DirectConvolution 5x5 in AlexNet system testGian Marco Iodice
Change-Id: I76622fbce993df5d16eba10d31813bc196ce110a Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84772 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@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-415: Move FullyConnectedLayer to new validationMoritz Pflanzer
Change-Id: I7f60d6fb484d3962b88874e1531cec734c11e416 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83556 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-417 - Fixed call of direct convolution 1x1 for bifrostGian Marco Iodice
Change-Id: Ic4e56e8881b8c66758e67c486514ec397cf43f8e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84592 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-483 Add VGG16 benchmarksSiCong Li
* Add VGG16 benchmarks * Remove batch size 4 from all precommit benchmarks for FullyConnectedLayer * Move all batch sizes > 1 to nightly Change-Id: I80c890f488fa68d672fe66cb5ce7180992a4ec41 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84477 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-479 Add GoogleNetInceptionV4 benchmarksSiCong Li
Change-Id: I8616ad6d2435a88c27088ef7f0d83d199920b2be Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84177 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-479 Restructure system tests datasetsSiCong Li
Change-Id: Iad52acaad5bb405f161e7d9e4f4ee39c895dc929 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84037 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-450 Add YOLOV2 benchmark testsSiCong Li
* Migrate BatchNormalizationLayer to new benchmark system. * Add YOLOV2 benchmark tests. * Fix F16 type issue in activation_layer cl kernel. * Separate precommit tests from nightly tests. Change-Id: I3f206e3f7469be6749d630ede8dcc9fb399de8b0 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81582 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02Disabled CLANG assisted parsing as it's not supported by Jenkins and it is ↵Anthony Barbier
really slow anyway Change-Id: I89b6b20eaaa67b8ad71a2126842d18443b7e1acb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84367 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-415: Update test documentationMoritz Pflanzer
Change-Id: I886302f4349af15e72ff05eb4688b4f390f72052 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83718 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-415: Improve SimpleTensor and RawTensorMoritz Pflanzer
Change-Id: I7a5f970b3c04b925682fd9f0ece3254478dc96f7 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83343 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-415: Move BitwiseNot to new validationMoritz Pflanzer
Change-Id: I3388eae0c55dd56f0777736128d93a7e2fa6ba9d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82052 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-415: Move BitwiseXor to new validationMoritz Pflanzer
Change-Id: Ibd1307b8939b4bf60860f8e7d3ad9ced0e845abb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82051 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-417: Fix missing includeMoritz Pflanzer
Change-Id: I40eb1c39e5073ef32e0af6b40987bfa6a8f722ee Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84300 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417 - BugFix Validate with valid_maskIsabella Gottardi
Change-Id: I1b550660aac8cb4f926481ec006891b35bff3c91 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/84288 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-11-02COMPMID-474 - Add support for QS8/QS16 DirectConvolution CLMichalis Spyrou
Change-Id: I537e4acbc02c8d880ff8630ea62223e0f1a1dda3 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82875 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@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 - Fixed bug in CLCol2ImKernek related to the stride passed ↵Gian Marco Iodice
during the configuration Change-Id: I9818f72e5ddd0d21f6700c651fc968ff61507424 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83909 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 - 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-417 - Bug Fix WarpPerspective kernelIsabella Gottardi
Change-Id: Ic55f9d739f5f8dca65963fdefa6e2528421042b1 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83550 Reviewed-by: Steven Niu <steven.niu@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-417: Fix JSON printerMoritz Pflanzer
Change-Id: I6cc3ff1535baa7abcee0972e0f1755ea6306e15b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83514 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-345: Added benchmarking tests for profiling Neon Direct Convolution.Pablo Tello
Change-Id: Id2d8082f51e5bd2f345172527a54a1c273636953 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83354 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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>
2018-11-02COMPMID-415 Fixed JSON printer to output errors as an array of single lines ↵Anthony Barbier
instead of a multi-line string Change-Id: I02a14fac2dbf31beb9c6e8a7744c47ccab207996 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83374 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-11-02COMPMID-417: Increase tolerance because of failuresMoritz Pflanzer
Change-Id: Ie683b6fc19e7eb2dac48aa63e3c2ef3b7dc5a1f7 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83264 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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>
2018-09-17COMPMID-417: Fix invalid read in GEMMMoritz Pflanzer
Change-Id: Ia817dc4415197c310e7e9f9717ce9679294ddfcf Reviewed-on: http://mpd-gerrit.cambridge.arm.com/83109 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-: Implement L2NormalizationLayer.Georgios Pinitas
Change-Id: I2223850b84826a87650729d287c57c22bcab7462 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82767 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-415: Add autoconfigure to CLCol2ImKernelAnthony Barbier
Change-Id: I50c114d0c78d443a21bf43aa36a370474f0769ce Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82955 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-09-17COMPMID-415: Move BitwiseOr to new validationMoritz Pflanzer
Change-Id: I496bc9c5e7a06b2d30e33b2b8448ac3e3527b6d4 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82050 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-415: Move BitwiseAnd to new validationMoritz Pflanzer
Change-Id: I1f1dff485ac510b6a9e5baf5f00c77beab7f8a5f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82049 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417 - Added method to shift down the dimensions of a tensor shapeGian Marco Iodice
Change-Id: I71b24ac35670824ae3d27710d45519761b0dbcf0 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82872 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-415: Use printer for errorsMoritz Pflanzer
Change-Id: Idc2fc1dfd5706580d15c2bbfffe2830d41075a4b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82908 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-415: Move GEMM to new validationMoritz Pflanzer
Change-Id: Ie32f981c86fa1b01905d2776b0d0a0a47b228f0b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82538 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-415 Fixed bug in autoconfigure of NEPoolingLayerKernelAnthony Barbier
Change-Id: I5bcb030a3ceae8004671a73fb430499cc1581db3 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82947 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>
2018-09-17COMPMID-417: Fix CLNormalization error issue.Georgios Pinitas
Change-Id: Ie538245ee0451e4cdb28120e80b9a65f56a07e7d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82933 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>