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2018-09-17COMPMID-417: DepthConvert NEON for QS8/QS16.Georgios Pinitas
Change-Id: Ieb120bccf146045b3a0001ceb3893d4e67fd19df Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79763 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-09-17COMPMID-420, COMPMID-414 - Port CLConvolutionLayer and CLFullyConnectedLayer ↵Gian Marco Iodice
to use 8 bit fixed point Change-Id: I1cb1b4d7711ad7b569ee691e13a5df1b3430292b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79565 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-09-17COMPMID-417: Fix Dimensions::collapseMoritz Pflanzer
Number of dimensions was reduced to zero if more dimensions than available were requested to be collapsed. Correct result is to keep at least one dimension. Change-Id: I094c3f2f41411913a2ac417b42310416642fb5a8 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79801 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-436, COMPMID-437 - Port NEConvolutionLayer & NEFullyConnectedLayer ↵Gian Marco Iodice
to support 16 bit fixed point Change-Id: I69edf2dac242f941bac95c8479d921e7be6abca7 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79725 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-09-17COMPMID-434 - Port CLGEMM to support 16 bit fixed pointGian Marco Iodice
Change-Id: I30aef3c7ecd1ee740c2a7f2ce65a63c7dcd66e49 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79630 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-433 - Port NEGEMM to support 16 bit fixed pointGian Marco Iodice
Change-Id: I82de74d7027bbc8a00a4d6671e968785280d5f6c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79498 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-418 Add check and fix comments after preprocessor conditionsAnthony Barbier
Change-Id: I1353fd652ee180e3931e58b4ce13d651a48c7e2c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79567 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-417: Remove val_to_stringMoritz Pflanzer
The function was a duplicate of the to_string function we have in support/ToolchainSupport.h Change-Id: If1eff674333248f7d189824ced717310afec19b0 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79634 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-408 Create OpenCL complex math functions for 8 bit fixed point ↵Michalis Spyrou
arithmetic. Logarithm, inverse square root, exponential and multiplication for 8 bit fixed point arithmetic in OPenCL. Change-Id: Ib976da7057242967c940df28ceebf39bc3ea3811 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78273 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-432 - Extended Convolution Layer to support rectangular kernelsGian Marco Iodice
Change-Id: I99be1efede4de6dd63ce103fb11196c413757621 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79252 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-411 - Port CLGEMM to support 8 bit fixed pointGian Marco Iodice
Change-Id: I6c8bd69ae9715e4d83d128b2162fc15aa5561afb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78804 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-359: Implement NEON ROIPoolingLayerGeorgios Pinitas
Change-Id: Ibffa738d4016d7221968bd43a4e6e1dab85baee8 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78623 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417: Extract common toolchain support fileMoritz Pflanzer
The support file is needed as Android toolchains are missing some C++11 functions. It further includes functions that have been introduced in C++14 but which we already need. Eventually the support file might become unnecessary if the Android compilers improve and we switch to C++14. Change-Id: Ib5ec506f1a17c78149c315ab2096b901b852c180 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79247 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-09-17COMPMID-414 - Port CLConvolutionLayer to support 8 bit fixed point - ↵Gian Marco Iodice
CLWeightsReshapeKernel Change-Id: Ie32e6bdd557a8243eb9988aa7eab4e4ca2291e79 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78701 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-400 Add support for 16 bit fixed point arithmetic.Michalis Spyrou
Change-Id: Iebfaef1b219d80d6362b7fd4b1357612b31e43cb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/77749 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-423: Port CLSoftmaxLayer to QS8Georgios Pinitas
Change-Id: I759b7585656d018d7c864425118cd3ec2ca9b0eb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78908 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417 - Adding support for rectangular kernelsGian Marco Iodice
Change-Id: I4dde0929bc689c83582b95856dd0253228125df2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78994 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-09-17COMPMID-417: Check for nullptr in mismatching data types check.Georgios Pinitas
Change-Id: Iff395b0d5f2858b3e24aad74c7cfd0a1fa6bb6d3 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78999 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-403: Add 7x7 NEON Pooling support.Michele Di Giorgio
Change-Id: I2f1e808884f215b9cf79e1f2015ef901e66b3e5f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78146 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417: Fix negative overflowing in NESoftmaxLayer.Georgios Pinitas
Change-Id: Ic8fa05ac44855f591ae8f5de63204973f5694c83 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78880 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-421: Added FP16 support in Convolutional layer (Neon)Pablo Tello
The test suite for FP16 is conditionally compiled in when the target platform is arch=arm64-8.2-a Change-Id: I1686157e83809a00a91058bff80dbecf692fb356 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78740 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-345 - In-place computation for Activation LayerGian Marco Iodice
Change-Id: I25ebfccc3d3e758cc8164e0b33805c0bb303891a Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78226 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-09-17COMPMID-414 - Port CLConvolutionLayer to support 8 bit fixed point - ↵Gian Marco Iodice
CLGEMMMatrixAccumulateBiasesKernel Change-Id: Idba13b578dc564b8003ce2fa3392eea2af3ce806 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78664 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-09-17COMPMID-345 - Auto-inizialization for NECol2ImKernel and ↵Gian Marco Iodice
NEGEMMInterleave4x4Kernel Added support for 8 bit fixed point in CLTransposeKernel Change-Id: I8257fa30e90e70825c97c16b0a11af73c426319c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78563 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-09-17COMPMID-411 - Ported CLGEMMInterleave4x4Kernel and CLGEMMTranspose1xWKernel ↵Gian Marco Iodice
to support 8 bit fixed point Change-Id: If236c9047ed536e808a0ed26e97e1799ca938e03 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78529 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-09-17COMPMID-403:Add support for 7x7 pooling on CL.Georgios Pinitas
Change-Id: I3c2c8d7e8e61d7737170cb1568900ce4ac337068 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78181 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-315 Fix NEMinMaxLocation bugsteniu01
Change-Id: I3d693da31df3d34983b4135a9a1415b9ac046179 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78161 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-344 Updated doxygenAnthony Barbier
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae