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2018-09-17COMPMID-443 Collapse higher dimension for pooling layer and normalization layersteniu01
Change-Id: Icd08eefbd938c11c77dc4264af1fa3664fb336bc Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80568 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-443 Change CLSoftMaxLayerKernel to use 3D tensor and collapse the ↵steniu01
higer dimension Change-Id: I730ef45d855113d8baa7d89818441e168ea43c63 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80573 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-406: Port CLActivationLayer to use QS8/QS16.Georgios Pinitas
Change-Id: Ia4114984c38e1d2027ad97335b3c6c11f5754e23 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78727 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417: Port DepthConcatenate to QS8/QS16 for NEON/CL.Georgios Pinitas
Change-Id: I3dddae63043c7aa18d908a4fc8abacf3c64f98ca Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80081 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-09-17COMPMID-443 Use 3D tensor for pixel multiply (Needed for Normalization Layer)Anthony Barbier
Change-Id: I117688f12334e6afc705c863acdf71b0bb1fc6e8 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80352 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-09-17COMPMID-443: Collapse higher dimensions for activation layerAnthony Barbier
Change-Id: I5943235aff1bb6440e3ab08e818d53aa5d94143a Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80349 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-09-17COMPMID-443: Use 3D tensors for fill_border_imageAnthony Barbier
2x performance improvement on some GoogLeNet Pooling tests Change-Id: If75336aa6308731a06462a73cd9209d24574509e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80342 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-09-17COMPMID-431 Port CLDepthConvert to use 8-bit and 16-bit fixed pointsteniu01
Change-Id: Iedea9e985427e6242f34a5362615f79c0526d5bd Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79786 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-429: Port CLSoftmaxLayer to QS16.Georgios Pinitas
Change-Id: I3a0394364629654747439372d32f692b6ca29ee0 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80219 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-440, COMPMID-441 - Port CLConvolutionLayer and CLFullyConnectedLayer ↵Gian Marco Iodice
to support 16 bit fixed point Change-Id: I8d8ef2cb5ec453eb83fba8d8077550b96ed4bceb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79837 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-409: Add support for QS8 and QS16 CLPixelWiseMultiplication.Michele Di Giorgio
Change-Id: I7f66d49d746ba9fb6e726ccab83d3a97b8ddef80 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78491 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417: Fix assert in GEMMTransposeMoritz Pflanzer
The assert was checking the wrong thing. Only if the window over the input is smaller than the number of processed elements, the output shape would be empty. However, the valid region will be empty if the input's first dimension is less than the number of elements processed. That required the changes in TensorShape. Change-Id: I36fed7893dfd502e26c5c776c9a2d774d6cd91c6 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79813 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-09-17COMPMID-417: Fix output access window in ChannelExtract Kernels.Georgios Pinitas
Change-Id: I0349ef7205e316d85a01e83e86016310143f8886 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79820 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-417: Auto initialize for SoftmaxLayer NEON/CL.Georgios Pinitas
Change-Id: I6f35ac7a15fecab93deec4c6266e5c9632e599f0 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79628 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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-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-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-417: Auto configuration for Add/Sub/Mul Neon/CL.Georgios Pinitas
Change-Id: I3580de76bc53d342b53443d1077b1407d75a672a Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79570 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-417: Auto initialization for PoolingLayer for NEON/CL.Georgios Pinitas
Change-Id: I2c399c5fe30a9d68fb84742771e7ef10beadb071 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79569 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-417: Autoconfigure for BatchNormalization CL/NEON.Georgios Pinitas
Change-Id: I49a410ccd0102699543bfd23a4d9518d781df281 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79563 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-417: Add autoconfigure in NormalizationLayer CL/NEON.Georgios Pinitas
Change-Id: I6a6ad0c7a92322776de6a4d4cceeb1365859ef4d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79566 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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-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-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-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-250 make BorderSize explicit and fix float value validation bugsteniu01
Change-Id: I747fdef3b5ad83a9c00dc42796debe86b6cd972e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78686 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@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-345: Scale input valid region in TransposeWindow.Georgios Pinitas
Change-Id: I880e85834acc42d9d15b38ceeaadbaee9690a484 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78093 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@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-344 Updated doxygenAnthony Barbier
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae