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2018-11-08COMPMID-1451: Fix fused activation in GEMMConvolutionLayerGeorgios Pinitas
-Uses output quantization information for the activation layer. -Updates checks for BoundedRelu at CL side. Change-Id: I0447860e90f1c89b67b9ace3c8daad713f6c64e0
2018-11-08COMPMID-1451: Allow weights retention in CLDeconvolutionLayerMichele Di Giorgio
Change-Id: I953f3b63aa4910650a1a3f6faea31beb4f6f376a
2018-11-08COMPMID-1777: Add option to make instruments output timestamps instead of ↵Anthony Barbier
duration Change-Id: Iafc1d6cd8003de64a3439ad807f4002036c73a73
2018-11-08COMPMID-1638 - Add BBoxTransform to the graph APIManuel Bottini
Change-Id: I67cbbce59d61d907fc4dc4c3997e96b347dfe895
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-1675: Add SVE supportGeorgios Pinitas
Change-Id: I86679adff556b6ffc9929b35cbf1b59b3958bdb1
2018-11-08COMPMID-1579: Add support for ChannelShuffle operator in NEONGeorgios Pinitas
Change-Id: I6d5f91579850906e1eb973ff6c5612195255e631
2018-11-08COMPMID-1776: Revert QuantizeDownStage to use fixed-pointGeorgios Pinitas
Change-Id: I807ef84dbf893bd401dcac5c0fa3a4ee49aabc66
2018-11-08COMPMID-1773: Replaced Gemm wrapper for NEGEMM in NEWinogradPablo Tello
Change-Id: I68c648a5246fcdc67a496602089f93d65eb1d601
2018-11-08COMPMID-1744: Add paper references in graph models.Georgios Pinitas
Change-Id: I031488247673de305f63b2a2e636f4cb17bd57f2
2018-11-07COMPMID-1451: Fixed zerobuff sizes and clobbers in interleave transforms.Georgios Pinitas
Change-Id: If8fbd04d0817b9e654ffa9715879a2521de66963
2018-11-06COMPMID-1451: Fix order of allocations in CLLSTMLayerMichele Di Giorgio
ArmNN reported an issue with padding in CLLSTMLayer. This was due to the fact that some tensors were allocated before they were passed to some configure functions which attempted to change the padding requirement on already allocated memory. Also, increase tolerance on number of mismatches for CLBBoxTransform FP16. Change-Id: Iad75b012be895693d0e553f3ab85f1ca7144e882
2018-11-06COMPMID-1328 Add support for BoxWithNMSLimit operator in CPPMichalis Spyrou
Change-Id: I5aae537372bf797fbb2a2bae81038f8963b041a9
2018-11-06COMPMID-1703: Collapse the 4th dimensions in ↵Georgios Pinitas
CLDepthWiseConvolutionLayer3x3Kernel Change-Id: Ie274da79b15c03f86dfedc85bb721b3de34a0bb4
2018-11-02COMPMID-1743: Removed tabs from compare_keypoints' outputAnthony Barbier
The tab characters were corrupting the output JSON file of arm_compute_validation Change-Id: I8792fd0e02393aef60341552b428111e969a3927
2018-11-02Added README and LICENSE, updated gitmodules to point at internal Arm serverAnthony Barbier
Change-Id: I87f193fce28d2de12514da675931813162fa292d
2018-11-02COMPMID-1451 Reduce precommit testsMichalis Spyrou
Reduce the amount of precommit tests run in DirectConvolution, Deconvolution and Pooling. Proper investigation scheduled for later. Change-Id: Idc2510cf6877e7a605cead84f384852b609e3216 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/156466 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com>
2018-11-02COMPMID-1451 Fix CLL2normalize typosMichalis Spyrou
Fixed a typo that caused compilation issues for ArmNN. Change-Id: Iab22adaf163eb3d2978d264f0ecf1238de98a67e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/156483 Reviewed-by: Francis Murtagh <francis.murtagh@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
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-1737: Add support for install_dirAnthony Barbier
Note: Only ComputeLibrary files get copied over (Stub CL / GLES drivers don't, nor are the 3rdparty includes) utils/ files are not copied either (They're not part of the core library) Change-Id: I55e01c0ba4a5f7e649877fcdd11fdb0a51071b18 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/156339 Reviewed-by: Pablo Tello <pablo.tello@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-1605: API alignment for the MemoryManager with ARMNNGeorgios Pinitas
Change-Id: Iac6a95ba7f388e65b7f1c8865c3e9bf289b233ea Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155490 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: bsgcomp <bsgcomp@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-1674: (3RDPARTY_UPDATE) Add FullyConnectedLayer DragonbenchGeorgios Pinitas
Change-Id: I3c3e96a743614af4c2c2391780d5de2db6191b0f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155318 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Pablo Tello <pablo.tello@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-1701: small cleanup NEWinogradConvolutionLayer.Pablo Tello
Change-Id: I0cf221c706c3d957423941d3aa9a9262dcb00c00 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155593 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-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-1695: (Nightly) bad_alloc in CLIm2ColGeorgios Pinitas
Clear CLContext in a more regular basis to make the driver release memory back to the system. Change-Id: I0df847766f57719433bbaeada45fe630e38c9541 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155435 Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1696: (Nighlty) CLDepthwiseConvolution FP16 mismatchesGeorgios Pinitas
Increases relative tolerance slightly as error was quite small. Change-Id: I4789c5e3eeb4f2d3aaf2b4c76966474f045af4c1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155418 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: bsgcomp <bsgcomp@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-1685: Allow build_dir to be an absolute pathAnthony Barbier
Change-Id: I875ffe0ccec3aa4f53bfb68d82e2a7292ab83358 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155348 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1451: Fix validation issue in CLReduceMeanMichalis Spyrou
Change-Id: Ie1bcdd9dca2dc3b26003790a19cc80bb953385b2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155373 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1451: FP16 L2Normalization failuresMichalis Spyrou
Set input range to [-1, 1] in order to avoid inf values when calculating sqrt. Change-Id: I18f1e427baa7830fdc587bedf27a92d78c72f49b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155397 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-711: add GEMMInterleave4X4 benchmarking tests.Pablo Tello
Change-Id: I7a32becd78fc231d11d50c6ff58892f4acb0ccda Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155224 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-1530 error: dereferencing type-punned pointer will break ↵Michalis Spyrou
strict-aliasing rules Change-Id: I9e54d07cf1d77c14f124056d3724b49981bf3f97 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155292 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1451: Remove invalid bias check in NEDeconvolutionLayerGeorgios Pinitas
Change-Id: Ibb6b0ceed19111c01fcc96eb50e461f9811b61b9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155260 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1451: DATA_UPDATE Update data folderMichalis Spyrou
Change-Id: I186b8875089ff77768db051f58f2968e3e9505e3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155202 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1680: (Nighlty) CLBBoxTransform mismatchesgiuros01
Instead of changing the tolerances I increased the sizes of the input. In this way, for a single mismatch, as it was the case, we are below the 1% tolerance set. Change-Id: I787261a1d1adb559c1687b7bd1e0317a72594130 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155168 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1682 Nightly NEON Reduction operation mismatchesMichalis Spyrou
Increase tolerance for fp32 and added absolute tolerance Change-Id: Iff828457b514d6301ed2c8e04b66ce86867f72b6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155086 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2018-11-02COMPMID-1681: (Nightly) NEWidthConcatenateLayer failsMichele Di Giorgio
NEWidthConcatenateLayerKernel works with 4D tensors too, hence the check has been removed and tests have been added. Change-Id: I73814cabe5fae975a44cc1a03b092c552497e57d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155070 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2018-11-02COMPMID-1451 Properly remove dimensions in CLReduceMeanMichalis Spyrou
Change-Id: I7bd4a8ce81483ba56686b765ca3caabebe42882d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/155000 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@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-1641: Create Facebook's MaskRCNN v2 graph example (3RDPARTY_UPDATE)Georgios Pinitas
Change-Id: Id106d53b9477298a117a5195f3fc5b0f36003c35 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131903 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-1451:Fuse RELU,LU_BOUNDED_RELU with requantization in ↵Georgios Pinitas
NEGEMMConvolutionLayer. Change-Id: Iea5f2c5bcac8051c4c7655a6eabb2c43772eb31f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/154104 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
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