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2018-11-02COMPMID-1365: Add support for NHWC in CLDepthConcatenateLayerGeorgios Pinitas
Change-Id: I3ed55bdb95d888aff0b0b76fb841bf1669659308 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139963 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1385: Fixed QASYMM8 mismatchesPablo Tello
Added support for different quantization info in the operands and the output tensors in CLArithmeticAddition. Change-Id: I7704baccc3b609fcc514f947f1b5b5331745ed9e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139947 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-807: NHWC support in CLDirectConvolution.Pablo Tello
Change-Id: I8738aca2cc0104e4c4d7c9605762ab59fce10a33 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137333 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1373 Enable tests for CLWinogradConvolutionLayer for NHWCGiorgio Arena
Change-Id: I2c6a744f174cfb6c78a9923b737f06537debaa0d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139758 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-761: Add CL/NEON ColorConvert benchmark testsSanghoon Lee
Change-Id: I25b42c5b74567bb50444da393d723b7f5cedafad Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138694 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1226 Extend CLMeanStdDev to support FP32 / FP16Michalis Spyrou
- Extend support for FP16 in CLReduction. - For F16/F32 MeanStdDev we perform one reduction operation for mean and one for stddev and we calculate the final result in the host CPU. Change-Id: Iad2099f26c0ba7969737d22f00c6c275634d875c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135870 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1124 : Fixes in CLLSTM layerGeorgios Pinitas
Change-Id: Ifc8e12c296d3ef2bf8e0f0bf1b87b7fd47a1fad7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139248 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Ruomei Yan <ruomei.yan@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-566: Implement reference and CL/NEON validation for ColorConvert ↵Sanghoon Lee
(part 2) Change-Id: I4371c4b6403f55ea7d7baf39df91a45f45b21d5a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137975 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1246 Change CLLSTM in order to match android testsMichalis Spyrou
Allow cell to input weights to be nullptr if CIFG and peephole are both enabled. Change-Id: I6df705d69551f0fddeedd41b2044278d4575469c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137902 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-970 : Remove QS8 / QS16 supportVidhya Sudhan Loganathan
Removed fixed point related code. Change-Id: I487acf138dace3b0450e0d72ca7071eaec254566 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137678 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-970 : Remove QS8 / QS16 supportVidhya Sudhan Loganathan
Removed Fixed point position arguments from test sources Change-Id: I8343724723b71611fd501ed34de0866d3fb60e7e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136382 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1201 - Implementing Winograd Convolution Layer 1x3 and 3x1 kernels ↵Gian Marco Iodice
on OpenCL Change-Id: I39667bab49daa4da009694163274a59fd3574c73 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137595 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1336: Add CLArithmeticAddition support for QASYMM8Michele Di Giorgio
Change-Id: Ice2bb644841fdea4e776872ff5481eb927e66bd1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137714 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-809: Add NHWC data format on CLGEMMConvolutionLayer.Georgios Pinitas
Change-Id: I50e4f5e7d47e21c300f754bee2c216863075b5cf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136191 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-970 : Remove QS8 / QS16 supportVidhya Sudhan Loganathan
Remove QS8 and QS16 validation and benchmark tests Change-Id: I566f1474c1fafcb3903115ec2d3a003d73e4c93b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133762 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1246 Increase tolerance in CLArithmeticDivision for FP16Michalis Spyrou
Also change the random distribution range to not include values close to zero which will produce inf. Change-Id: I75f72c57b5cc66b4b305501b7f9c6a63c6cc30eb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136351 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1287: Extending NEWinogradLayer test suitePablo Tello
Added NHWC to the dataset to the validation tests Fixed a problem in the output transform which made the Activation to fail because way/ordering the output transform wrote the data to the output tensor. Change-Id: I9609f86605dbfef70b47a0fb043287bf0e5d675b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136015 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1048 Add NHWC data format support to Winograd input transform 4x4_3x3Giorgio Arena
https://confluence.arm.com/display/MLENG/Winograd+Input+Transform%3A+NCHW+vs+NHWC+on+OpenCL Change-Id: Iac35a54389266701b7d8f5434a7a37df85b7b187 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133315 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-911: Allow GEMM to work with 3D tensorsIsabella Gottardi
Change-Id: I8c4823a0d909e19e9ef548f00b9ae98c66de61dd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/123569 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1222 Implementing CLArithmeticDivision - FP32 / FP16Michalis Spyrou
Change-Id: I2e3f725ef5ed1454755086b9640ab84a81f4d40e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135170 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-761: Add CL/NEON Convolution benchmark testsJohn Richardson
Change-Id: I684baff3bfdff2244e04facd2d85d84609b7caff Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134769 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1162: Enable NHWC data layout support for NEWinogradConvolutionLayer ↵Pablo Tello
- part1 In this first part we reworked the configuration of the kernels as before we passed the raw pointer to the buffer within the configuration of the function Change-Id: I83d3cb64c562303093c7f0ae52395ecd080a5d52 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133560 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-801: NHWC support in CLIm2Col.Pablo Tello
And extended tests coverage adding kernel shapes 3x1, 1x5 and 7x7 Change-Id: Ia7c1d4da2368d5f5fbc1a41187f4ac1aca5f150f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127727 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1048 Add NHWC data format support to Winograd filter transform 4x4_3x3Giorgio Arena
Change-Id: Ifd125fcb5451dbac3c28b15a9471048a74fee0ad Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128987 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1048 Add NHWC data format support to Winograd output transform 4x4_3x3Giorgio Arena
https://confluence.arm.com/display/MLENG/Winograd+Output+Transform%3A+NCHW+vs+NHWC+on+OpenCL Change-Id: I6995f5cef759ba70ebd96d545b952041b6f1f36e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128729 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-587: Port LaplacianReconstruct to new validationJohn Richardson
Change-Id: I9f160fb10c7cf59b5a84f4c40a96ce865faca2e9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/132346 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-813 Add NHWC data format support for CL scaleMichalis Spyrou
Change-Id: Ie218447c4f3f94a37b5dd2d3b33488c7f5869adf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128520 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-568: Implement Canny edge function for CL/NEONAbe Mbise
Change-Id: Ic5f197463f962bac4b23663bcef7ac744be6fc2a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114250 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-566: Implement reference and CL/NEON validation for ColorConvert ↵Sanghoon Lee
(part 1) - Image to MultiImage will be in part 2 Change-Id: Id2f22c39fb41a78a360d20d2c3bdecd57cdfd152 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128321 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1176: Add FP16 support in CLDeconvolutionLayer.Georgios Pinitas
Change-Id: Ic82ca002220fa31d8618a55084ff1dfc2585bea7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131944 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-586: Port LaplacianPyramid to new validationJohn Richardson
Change-Id: Ic746d5f297eb354e63cefa8c682b03fc339be81d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128409 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: John Richardson <john.richardson@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-993 Implement CL LSTM functionMichalis Spyrou
Change-Id: Iee4ad387c41dd8ccfe31b3044d797f2d7448e552 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126655 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1106 Add fast math support in NEWinogradConvolutionLayerGiorgio Arena
Change-Id: I5fcbbb3b6f22204f0aaebbc319dfdf03593577e8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130067 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1137 OpenCL concatenate widthMichalis Spyrou
Change-Id: I40faba421281b1cf080fa6a825d04a4366cdaeb0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130700 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-814: NEScale NHWC supportGeorgios Pinitas
Change-Id: Ibf5c624a5c5482faa42eb02bc8abe9ae0d65b0d1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130608 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1050 CL/NEON: Create a function to convert the 2D weights of FC ↵Giorgio Arena
layer from NHWC to NCHW and viceversa Change-Id: If77ffeb92b6eb883e5d2d2c97c2c4d1d23d17c8d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129257 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-810 Add NHWC data format support for NEON convolutionMichalis Spyrou
Change-Id: I2a7b49a12da7f3bc3f04749243b1dc111160de6e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129348 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-597: Port HOGMultiDetection to new frameworkJohn Richardson
Change-Id: I4b31b7f052a06bea4154d04c9926a0e076e28d73 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126555 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: John Richardson <john.richardson@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1084 Rework the way validation is performed for NHWC data layoutGiorgio Arena
Change-Id: I00b95f560548da76718298b642c8166f92421097 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129520 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1107: Add support for ChannelShuffle in CLMichele Di Giorgio
Change-Id: I56d2a02b316f0c69ff1fd7220e732f775414fe69 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129709 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-808 Add NHWC data format support for NEON direct convolutionGiorgio Arena
Change-Id: I5d4cc3d5b0d25f3fe4ed998c0f15b1b8e260a43a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125697 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1089 CLPoolingLayer fix padding and add output shape computation to ↵Giorgio Arena
ShapeCalculator Change-Id: Ide83424e9fe6b8102ed9e3c355c099c3912e7e61 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129635 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-926 Add depth multiplier support to NEON/CL/GLES depthwise convolutionGiorgio Arena
Change-Id: I03f32c62350e5ea43e77bb15fc5a832d83719e3b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126657 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1096 - Add fast_math flag to CLConvolutionLayerGian Marco Iodice
COMPMID-1103 - CLWinogradConvolutionLayer mismatches Change-Id: Iceaa9482a1790ec39d2720c220261aaea8043978 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129398 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-806 Add NHWC data format support format for NEON poolingMichalis Spyrou
Change-Id: I7ab174c72f3d56134fcec259a137739061fd12e9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/123065 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1074: Rename WinograLayer.cpp to WinogradConvolutionLayer.cppGeorgios Pinitas
Change-Id: Iccac7cd6cb458469568d0cd6fb36b262353f4188 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129261 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-718 : Winograd: add validate method and testsVidhya Sudhan Loganathan
Changed API's to use winograd_info struct instead of individual params Modified validation to test Validate API Change-Id: I796650092165069e2067e02ace3f42a43f545779 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128991 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1070: Rewrote im2col nhwc referencePablo Tello
The new reference computes directly the results without the need of using temporary tensors and perform permutations which is problematic for big 4k tensors as we get bad_alloc execptions. Change-Id: I1fb0a495c4e9ca3356de76c9298832db8ace794a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128683 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-804: Add NHWC data format support for NEON batch normalisationMichele Di Giorgio
Change-Id: I04892e7be3f5aa58cd95917a4f90a6b4ffcf6efc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122897 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-987: Make beta and gamma optional in BatchNormalizationMichele Di Giorgio
Currently we have beta and gamma compulsory in Batch normalization. There are network that might not need one or both of those. Thus these should be optional with beta(offset) defaulting to zero and gamma(scale) to 1. Will also reduce some memory requirements. Change-Id: I15bf1ec14b814be2acebf1be1a4fba9c4fbd3190 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/123237 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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