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2018-11-09COMPMID-1451 - Removed unused OpenCL kernel from gemmlowp.clGian Marco Iodice
Removed gemmlowp_mm_bifrost_transposed_dot8 kernel as not used Change-Id: I43cf463a3a4c0cdb2808621c534ffd5c9fd47ca1
2018-11-08COMPMID-1451: Removed output_depth3d from ↵Gian Marco Iodice
CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFloat Since we perform an element-wise operation, it is not necessary to pass the output_depth3d. Change-Id: Ibfa07a0706e902acf59b444aa61e18a348162ea9
2018-11-08COMPMID-1736: Fixed out-of-bound write in CLIm2ColGian Marco Iodice
The issue was related to CLIm2Col when the number of input channels was less than the number of elements processed by each thread. The bug has been fixed in the validate_and_configure_window() function setting the correct number of elements accessed in the output tensor. Also fixed an issue GEMM3D when we have a single output channel Change-Id: I094292d0c7662599c4a4c3916ec5f5821df5faef
2018-11-08COMPMID-1776: Revert QuantizeDownStage to use fixed-pointGeorgios Pinitas
Change-Id: I807ef84dbf893bd401dcac5c0fa3a4ee49aabc66
2018-11-06COMPMID-1703: Collapse the 4th dimensions in ↵Georgios Pinitas
CLDepthWiseConvolutionLayer3x3Kernel Change-Id: Ie274da79b15c03f86dfedc85bb721b3de34a0bb4
2018-11-02COMPMID-1739: Fix broadcast CLArithmeticAddition for QASYMM8Michele Di Giorgio
Commit 16121924 `COMPMID-1673: Collapse window in CLArithmeticAddition when one operand is a vector` changed the number of elements processed per iteration to 8, but didn't update the quantized kernel to reflect that. Change-Id: I49a2fbcee81f5bbc1b210b4a5c6d63b94eafdcec Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/156355 Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1712 CLPoolingLayer wrong results in QASYMM8Michalis Spyrou
Also added the test case reported by ArmNN. Change-Id: I9fe9a1b4f74267a3346529f3a597b37486593c4a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155914 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1699: Disable arithmetic operations in CLWinogradLayer when no ↵Georgios Pinitas
batches available. Change-Id: Iad83df2a9116a7f350de83ec59b28cd8893c8d3a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155716 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1704: Collapse the 4th dimension in CLPoolingLayerKernelGeorgios Pinitas
Change-Id: I76e57af6608b55b6f59a5d06aecc30063ee4c3cc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155733 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1413 - Improve the performance of GEMMLowp with 8 bit dot product on ↵Gian Marco Iodice
OpenCL COMPMID-1424 - Add dot product support for CLDepthwise QASYMM8 3x3 NHWC non-unit stride With this patch we are able to improve the performance of MobileNet v1-qasymm8 by 37 % Tried to use the dot product instruction in CLDepthwise QASYMM8 3x3 NHWC non-unit stride but I have not seen any benefit (maybe because we have few arithemtic operation and we do not have more load instructions). However Depthwise convolution has been improved by 30% Change-Id: Id768a99c2e53a04276707e427af5d0ec93419ada Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155082 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1029: Collapse CLWinogradInputTransform/CLWinogradOutputTransformGeorgios Pinitas
Change-Id: I051748502ca24b9952e7313524bbfd708162efb4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155166 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1451: Fix CL/NEPermuteKernel PermuteVection checkIsabella Gottardi
COMPMID-1690: Add tests for NEPermute with PermutationVector dimension > 3 Change-Id: I4bfc6ff88cd46863c2e39975b5663c624db1a63d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155316 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1451: Fix inlines in cl helpersGeorgios Pinitas
Change-Id: I9cb725a8052091469904ecc7cfffa4add9914ffb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155261 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1673: Collapse window in CLArithmeticAddition when one operand is a ↵Michele Di Giorgio
vector When one of the operands is a vector, the kernel does a broadcast addition and the window is not collapsed. This represent an issue because it leads to a lot of enqueues that increases the time taken by the OpenCL driver. This patch allows to collapse the window when one of the two operands is a vector. Furthermore, it adds LWS tuner to the kernel. It also changes the number of elements processed per iteration to 8 to make better usage of the cache. Change-Id: I5f09ab0ddcffb3b7f9326a987c79a997b2d7fa8c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155003 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1451: Perform CLOutputStage using floats.Georgios Pinitas
Change-Id: Ic8312a5b6790aa7cd4468d42f08d557ad40e9441 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154570 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1451: Fuse activation in DepthwiseConvolution.Georgios Pinitas
Change-Id: Id964d9068e18aaa13ab8adcbf7a9375b034ea6c3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154651 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-1327: Add support for BBoxTransform operator in CLgiuros01
Change-Id: I91865506166951b3bf7f06a0b2d4cde925cfefb6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/153447 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1632 Add CLL2NormalizationLayer for NHWC and FP32Michalis Spyrou
Change-Id: Iae22554d5fe893fd22a000eab5bfd8275ea06eb3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154102 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1523: Fuse BN node with convolution.Georgios Pinitas
Change-Id: I146936c9e98b343496a4b61cdbadf0eaa38e885a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154008 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1667: Add 4D tensors support to CLWidthConcatenateLayerKernelMichele Di Giorgio
Change-Id: Ibc0b1242804c2fdb183825406e3c78bd0d1d3564 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154368 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1586: Add support for NHWC CLDeconvolutionLayerMichele Di Giorgio
COMPMID-1651: Fix QASYMM8 CLDeconvolutionLayer This patch also extends the range of values used for testing Convolution and Deconvolution to cover quantized [-1.0f, 1.0f]. Change-Id: I8b280669db67bb3ec25bf5d411c8f5954f5b0dab Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/149869 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1574 Implement ReduceMean in OpenCLMichalis Spyrou
Change-Id: Id331199f569f52a37280a9ada5bf84694580b93c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/152843 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1451: Reverting changes for CLGEMM and CLGEMMLowp previuosly done ↵Isabella Gottardi
(384496) Mirroring CLGEMM behaviour to CLGEMMLowp Change-Id: I308b54e2c0de131a5322b77e83e7454db498d692 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/153175 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1451: Fix NormalizationLayer accross width normalization.Georgios Pinitas
NEON and CL normalization layer was generating invalida results for radius > 4. Change-Id: I15d846405e6b3492fe44920bbf8cadceb4e5258f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/153161 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Matteo Martincigh <matteo.martincigh@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1607 - (Nightly) CLGEMMLowpMatrixMultiplyCore errors and mismatchesIsabella Gottardi
Change-Id: I5f2e6843526cb154176a5b113627d4f36c3a8edd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150967 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1610: Fixed CLDirectConvolution mismatchesPablo Tello
Kernel size 5x5 layout NHWC. Change-Id: Ia82ff211d1c954df228962b5c2c5ad8df7112449 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/151740 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02[COMPMID-1331] Add support for RoIAlign operator in CLgiuros01
Change-Id: Ie215daacd10477309dbf8af1bb2b05b7a0a8f203 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150773 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1607 - (Nightly) CLGEMMLowpMatrixMultiplyCore errors and mismatchesIsabella Gottardi
COMPMID-1608 - (Nightly) CLGEMMConvolutionLayer QASYMM8 errors and mismatches COMPMID-1609 - (Nightly) CLFullyConnectedLayer QASYMM8 mismatches Change-Id: I84c0d4f468be892f437f9f38b964dc7dfb66663a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150869 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-286: CL colour convert to U8Manuel Bottini
Change-Id: I62bbf510cc106a90ed2884be3c9c0c127da25898 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150681 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1519: Add support for 3D input/output in CLGEMMLowpOutputStageGeorgios Pinitas
Change-Id: I637add70310d2da4d82b236a6352af9d33be17a1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/149706 Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1518: Add support for GEMM3D in CLGEMMLowpMatrixMultiplyCoreGeorgios Pinitas
Change-Id: Ib14ac821ee5d4aff80bd602cd3e76e7018abb5e6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150268 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1598 : Fix compilation error in CLDepthwiseConvolutionQS8 kernelGeorgios Pinitas
Change-Id: I65eeb0cba2af462c6ef64a536ad263c407d62811 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/149609 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1588 Create UpsampleKernel for YOLOLayerMichalis Spyrou
Change-Id: Ic1f9e85306a0a0b1459c9f9aa35bd629deea1710 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148797 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1581: Collapse windowsGeorgios Pinitas
Change-Id: Iec56c9a96d9736a63f13b65efa33311950f20661 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148572 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1564: Add QASYMM8 on CLPixelwiseMultiplicationGeorgios Pinitas
Change-Id: I5f719f5b2915c18cd0ca6271db401152112863a6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148982 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2018-11-02COMPMID-1554 Implementing Space to Batch on OpenCL - NHWCMichalis Spyrou
Change-Id: Ifa37a6758f79d0a6ca771dcfb4c55a5d96b452d0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148892 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1568: Add support for QASYMM8 to CLNormalizePlanarYUVMichele Di Giorgio
Change-Id: Id7ea6e7f57179478e5ba0e9231274e98fa089590 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148028 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1566: Add broadcast to CLArithmeticSubtractionGeorgios Pinitas
Change-Id: I05d21f9a92013ecfd1128d12cf1561cfd6e5c5e9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147983 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02[COMPMID-1229] Implementing Pad on OpenCL -FP32/FP16Giuseppe Rossini
Change-Id: Ideead99410e5e0bda1035030af1bbcd0a65ea15e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144792 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1507 Add support for QASYMM8 in CLScaleKernelMichalis Spyrou
Change-Id: I4a32e47e6d9152633668cf0e14db88fc8c26f7ea Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148167 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1549 Implementing Batch to Space on OpenCL - NHWCMichalis Spyrou
Change-Id: If7ae0a8b6255a10711365068d9fb153c71f09818 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147751 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1584 - Collapse batch size in CLChannelShuffleLayerKernelGian Marco Iodice
COMPMID-1589 - Add support for NHWC to CLChannelShuffleLayerKernel Change-Id: I13936a5cd1659d01fdb10b346e90f0d72d79f1f1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148475 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1227 Implementing Space to Batch on OpenCLMichalis Spyrou
Change-Id: I6fd83d6584c56a4fd2470948f1987e23237c16d3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145577 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1539 Implement YOLOLayer on CLGiorgio Arena
Change-Id: I332c0703e1399fca0c5b724529b54a28f49c88da Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146842 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1527 - Implementing ReorgLayer on OpenCLGian Marco Iodice
Also extended tests on NEON Change-Id: Icb0eced534e904ef807972dd3a31988f501bb02e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147095 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1330: Add support for NormalizePlanarYUV operator in CLMichele Di Giorgio
Change-Id: Id0754b9e2bc3ef7ff2c4c21c3b89709588c41bd3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146637 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1553: Add GPU detection for G52.Georgios Pinitas
Change-Id: Ief61733d0e66fec0c67255ad899c76933109b797 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146794 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-1266 : support for FP16 in CLWinogradConvolutionLayerVidhya Sudhan Loganathan
Added support for FP16 in CLWinogradConvolutionLayer: 5x5 kernels and 3x3 kernels(COMPMID-937) Change-Id: I0f394cbdc978dd04176416e9f612aca3986b09e6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145537 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2018-11-02COMPMID-1514: Add validate to NEFloor and CLFloorGeorgios Pinitas
COMPMID-1515: Add FP16 support to NEFloor and CLFloor Change-Id: Ib63a62c7681056ee13be99ce081b4d3949da4217 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146547 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1451: Fix misssing comment in helpers.hGeorgios Pinitas
Change-Id: I30cb6b9b55fe762238ab402a28667eae9e2ab6a2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/146530 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
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