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2018-11-02COMPMID-959 - Fix Validate in Convolution LayerIsabella Gottardi
Change-Id: I6736ba4486df5ab10685ce17d41147359a4f3e80 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131091 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@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-814: Add validate method to scale.Georgios Pinitas
Change-Id: I5004c79ac7b10f988f25e14847f1ea2be01629da Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131143 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1166: Fixed alpha/beta mixup for some merges.David Mansell
The default templated merge, and the specialised S8 12x8 merge, were using alpha and beta the wrong way round. Fixed. Change-Id: Ie559b665edf1eb012e8cb54ea0bca31612bcc072 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131309 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-792 - Re-enabled Winograd on NEON in all graph examples.Gian Marco Iodice
Since now the input transform can be multi-threaded, I re-ebaled Winograd in all graph examples Change-Id: I39ef78243bb47fdae135e18dcae2102af0675b3b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131048 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1102 : Enable the use of 4x4 tile sizes in neon implementation of ↵Vidhya Sudhan Loganathan
winograd conv. Change-Id: Ibd2f2c6680b647a066255ea77d4a2a172ef76aa3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130418 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-959: Fixed typo in CLPermute::validate()Anthony Barbier
Change-Id: I54e58cb0b0cdd90bbb8dc2be4f06b76af88dc26d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131054 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2018-11-02COMPMID-948: Add validation to NEL2NormalizeLayerJohn Richardson
Change-Id: I0cfea24884066412c2f13d9acdb72ddbccac7545 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130407 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-959: bugfix: CLDeconvolutionLayer::validate fails if bias==NULL (#439)wr0112358
Change-Id: Ibca0d8f0b5c01e4a1f1d8b0e67e4c92fe4636572 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130985 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1086: Optimizing GCGEMM - Add helpers to get target GPU informationMichele Di Giorgio
This patch moves some of the helper functions in CLHelpers.[h,cpp] to GPUTarget.[h,cpp] in order to make them avaialable to both CL and GLES backends. Change-Id: Ib89b05a2084b73eb643b32fac13b8367cc80b6a5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128988 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-948: Add validation to CLL2NormalizeLayerJohn Richardson
Change-Id: I452a718a60b81da51cd3e98641fd99c86c4debab Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129451 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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-605: Transition buffer memory managerGeorgios Pinitas
Change-Id: Ide7c6124eb19f13f15f517e62d705646a0cd1ecd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130184 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1052 - Rework validate method in CLGEMMGian Marco Iodice
Change-Id: Iece5bd6478b5fac5164abff30c1e63e8a77291a9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130374 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@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-1068 Create validate method to CLDepthWiseConvolutionGiorgio Arena
Change-Id: I3301b66a8a072c6ecd0d7f2dabef350017b55ac4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128677 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-959: Assembly kernel marks weights as unused when pretransposeGeorgios Pinitas
Change-Id: I15943c4c97457f4cc9bff3bb1cce8ad9a8d9ed38 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130474 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-922 - CLGEMM FP16 optimizations - part2Gian Marco Iodice
This patch improves of ~30 % GEMM fp16 when the reshape is required The results have been reported at the following confluence page: https://confluence.arm.com/display/MLENG/GEMM+FP16+performance%3A+ACL+18.05 Change-Id: I8233095a7e9ab06f1f915782a25dd41653b49140 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128254 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1122: Store the cl_context only in one placeAnthony Barbier
Change-Id: I39a8dd34a27f9f891397d58af36bd5f9d152281e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130358 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1125: Add support for FP16 in CLDepthwiseConvolutionMichele Di Giorgio
Change-Id: I4838f5a8e4c33ed646cd05e0bb682fca635a29a3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130469 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-959: Perform pretranspose if allowed on NEON assemblyGeorgios Pinitas
Change-Id: I281699ce7270aec1317c47b5a13799954cf6c9e8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130010 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-1123 - Enabling Winograd 2x2,3x3 and Winograd 4x4,3x3 without fast_mathGian Marco Iodice
Change-Id: I5ef3db4f84428f7980b97cf8e2c580f78ce021f8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130447 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-920: Introduce prepare() stageGeorgios Pinitas
Change-Id: I08ddb7f6e061178e7566518b48e4e18f8f078596 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129825 Tested-by: Jenkins <bsgcomp@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-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-805 Add NHWC data format support for CL poolingMichalis Spyrou
Change-Id: I3d91fde78b971aba3f6349f633cd9b1c50e5cacf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124712 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@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-1085 : runtime_error thrown by QASYMM8 CLGEMMConvolutionLayer::validateVidhya Sudhan Loganathan
shape and quantization info were corrected. Error from validate() is forwarded. Validate() tests outside the context of configure()are added. Change-Id: I13f1a02eccda6b595089c4875b21853ca372f2f2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129323 Tested-by: Jenkins <bsgcomp@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-1087: Fix CLHOGDetector failure.John Richardson
Change-Id: Ied0fbbd50f1e4dcf930798bc3b735cb70329017d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129313 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-1041 NEON Winograd: update function to use GEMM functionMichalis Spyrou
Change-Id: I1ecdf10e02193de7f47a72b75cce0d58a1fa1a1c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128411 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1023: Import memory for OpenCLGeorgios Pinitas
Change-Id: I201bc00a1261814737e6b6878ecfe9904bae0cc1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128212 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1080 - Fix CLFullyConnectedLayer validate() tests failingGian Marco Iodice
is_interleaved_transposed was set to true on Midgard when m == 1 Change-Id: I991be804073c12f6be894abbfdd010744559772d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128678 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@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-718 : Winograd: add validate method and testsVidhya Sudhan Loganathan
Validate methods added to Winograd kernels and function. Renamed validation test suit Change-Id: I0a88df436aff0bbaf4fd82213eeda089b87ac5bf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127781 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1043: Rework GCGEMMMatrixMultiplyKernel interface and allow auto ↵Michele Di Giorgio
initialization of the tensors This patch also: - removes support for already reshaped weights in GCConvolutionLayer - makes GCConvolutionLayer similar to CLGEMMConvolutionLayer - enables usage of the GCGEMM function in GCConvolution instead of calling the GEMM kernels directly Change-Id: I3e4a64335555e86e18585d38d8fda4bfdb44e265 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127696 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-959: Sets memory manager to CLWinogradGeorgios Pinitas
-Sets memory manager to Winograd functions -Marks CLGEMM inputs as unused if needed Change-Id: I425a3f864c756e0e2b4da895e1730b8822149ba8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128891 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-959 Refactor OpenCL interceptors to use lambda functionsAnthony Barbier
Change-Id: I29b73a311d7278255b77524f2a5eaaa4dccab711 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128392 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1026 - Add support for 4x4 output tile in CLWinogradConvolutionLayerGian Marco Iodice
The performance achieved can be found at the following confluence page: https://confluence.arm.com/display/MLENG/GEMM-based+convolution+vs+Winograd-based+convolution+on+OpenCL Change-Id: I4b690cfdd4eb4ff0cd17b14fdd49ccaa1d1dc85c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127729 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-797 Integrate Mobilenet QASYMM8 with new graph.Giorgio Arena
Change-Id: I4df63ec2f4eb27a8a6eec2bea27741bf8dec6910 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126966 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-577: Implement CL validation for GaussianPyramidSanghoon Lee
Change-Id: If879cbe15b14d97818c24d44b29fc69b6c8cb686 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127601 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1056 - Optimizing CLGEMMMatrixMultiplyKernel refactoring the inner loopGian Marco Iodice
Results reported at: https://confluence.arm.com/display/MLENG/GEMM+FP32+performance%3A+ACL+18.05 Change-Id: I3246c4f19c4d21a7d6a44e4593bc5caffc016f81 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127838 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-811 Add NHWC data format support for CL depthwise convolution QASYMM8Giorgio Arena
Change-Id: I89de432f3fbcba7abf9e1d4f8396a4334b4fa2c2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118324 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1031: Use LWS hints for G51, G51BIG, G51LIT, and TNOXSam Laynton
Change-Id: Ie07d9225faaef778bdcfdcb56ae42ec95962e48d Signed-off-by: Sam Laynton <sam.laynton@arm.com> Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126735 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-812 Add NHWC data format support for NEON depthwise convolution ↵Giorgio Arena
(optimized case). Change-Id: Icdfd6c02ed526daf4f59a4b76c7bbc1bc48fde74 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125938 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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