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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>
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-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-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-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-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-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>
2018-11-02COMPMID-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-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 - 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-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-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 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>
2018-09-17COMPMID-472 : Implement Floor for CL and NEON.Georgios Pinitas
Change-Id: I675a4545b1fe9ab665a07c834720bfe7ff589cee Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82527 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-443 collapse higher dimension for CL col2im kernelsteniu01
Change-Id: I99d41c7c95b8d4e3cd5c1685c68936b6a2db4192 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81885 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417 NEON/CL MeanStdDev bugfix using FillBorderKernelGiorgio Arena
Change-Id: Ic48ba7f69783d0e1e80611264e2bc67d1732436e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81293 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-355 Implement CL DirectConvolution1x1SiCong Li
* Add FP16 to validation tests. * Complete benchmark tests for CL and NEON Direct Convolution. Change-Id: Ie73d8580832372db01b82b39786fd9c8be560090 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82014 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-438: Add support for floating point Min-Max Location layer.Michele Di Giorgio
Change-Id: I84ae564a40fc7320a6f94a84d53906ba51404f51 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79797 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417: Port NEDirectConvolution 1x1 to QS16.Pablo Tello
Change-Id: Icae6a5091e836d0aca24375f43cca9e6d3a2090f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81662 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-413: Add support for QS8 and QS16 CLNormalizationLayer.Michele Di Giorgio
Change-Id: I1aaa9fb8d05796bbca9cfae584e084646552bb71 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80155 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-456: Add support for QS16 NEON Normalization Layer.Michele Di Giorgio
Change-Id: I1e542808cfd7774c67cc4e9a58e42449e4fb29aa Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81735 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-417 - Bug Fix WarpPerspective kernelIsabella Gottardi
Change-Id: Ic26fb3b1b60c1a1f4848d683862a25bd1ebc2cc8 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82053 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-09-17COMPMID-457 Fix F16 NormalizationLayer CL kernelSiCong Li
Change-Id: I307c7ef6a49c852615c4425dc8dc0b1066a6974f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81895 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417: Fix CL F16 ActivationLayerMoritz Pflanzer
Change-Id: I5b703d59661f6b50e3de4b2313be381b8d27030a Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81951 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-421: Added FP16 support in BatchNormalizationLayer.Pablo Tello
Change-Id: I7142e0e8466ef79e016ae56d285e8e9291573e52 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79814 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-421: Added FP16 support in the Neon Locally Connected Layer.Pablo Tello
Change-Id: I4b52a209a5ce1a7e69494008538ed242b14b5593 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81520 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-455 - Optimizing CLIm2ColKernelGian Marco Iodice
Change-Id: Iee618948cc8f310ee9af2d786240e8120e4c6ab9 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81665 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-417: Fix F16 CLSoftmaxLayerMoritz Pflanzer
Change-Id: I231b1fcaea8bfb11f8306bc71fdde78fadeed60d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81832 Reviewed-by: Steven Niu <steven.niu@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-415: Use half_float library for F16Moritz Pflanzer
3RDPARTY_UPDATE Change-Id: Iee572e18d5b1df71300d738cc8690f49d7203d5c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81353 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-355 Implement 3x3 CL direct convolutionsteniu01
Change-Id: I1b44dc375045964e65557f0ead57a7c12d6bf097 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81418 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-447: Support scaling factors different than 1 for QS8/QS16 ↵Michele Di Giorgio
NEPixelWiseMultiplication. Change-Id: I6d90a18df861d53546bdca982192b4ffc0dbb3c2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80794 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
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