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2018-11-02COMPMID-1145: (API) Introduce prepare() stage (NEON/CL/GLES)Georgios Pinitas
Change-Id: I5b46764f9c3154ec3e3b9c951cc9e6dfbcb81dfb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134255 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1151: Templatize FunctionFactories.Georgios Pinitas
Change-Id: Id1c68c3bf442c3fcff265041b260d007db7593cb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134027 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1182: printf doesn't workGeorgios Pinitas
Change-Id: I013d57f6e2becbd6d2d7700ce5fbbeca670443c4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/133735 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-1176: Adds nodes to the graph.Georgios Pinitas
Nodes added: -ChannelShuffle -Resize -Deconvolution -Dummy (used for performance analysis and debugging) Change-Id: Iad19960cbbce6e25532f77bfd34b2292c0ca9781 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131672 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-1035 - Add ResneXt50 as a graph exampleIsabella Gottardi
Change-Id: I42f0e7dab38e45b5eecfe6858eaecee8939c8585 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129291 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1104 Add fast math hint in the graph APIGiorgio Arena
Change-Id: I83db135fa94c6884e080f0229a9b6430d908c029 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129823 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-959: Fixed Clang-tidy errorAnthony Barbier
Change-Id: Ice1f3b44ae1f503c47b8caf2c3c74f2e976826c7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130757 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-997: Add support for node's name in GraphAPI.Georgios Pinitas
Change-Id: I0ca02e42807c1ad9afeffb7202a3556feb11442f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129701 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-1097: Port mobilenet to NHWCGeorgios Pinitas
Change-Id: I789065bfa0d4ef133388e1904c5caf31e450f80f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129495 Tested-by: Jenkins <bsgcomp@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-959: Fail when graph is already registeredGeorgios Pinitas
Change-Id: I1cc82bd8535dead60490b8112d7b8507cee45ff6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/129399 Reviewed-by: Michele DiGiorgio <michele.digiorgio@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-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-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-959: Number of threads was overwritten in benchmark_graph testsAnthony Barbier
RunExample would set the number of threads specified on the command line then the default graph config was overwriting it with the default hint. Now the default config of the graph only sets the number of threads if explicitly requested by the user. Change-Id: Ibc945e790abe8f16afd89e2a40cbe07bf0966e84 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127301 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-797: Switch to new graph.Georgios Pinitas
- Cleaned up build system Change-Id: If2faa27ee5b31fa8b972836960ab3ef671059c8d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126435 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-734: CLTuner reworkGeorgios Pinitas
Change-Id: I8f20d6ea8a09869d71003e7b08e0d33775282f6c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125802 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1018 - Add Winograd support in VGG16 and Alexnet examplesGian Marco Iodice
Change-Id: I4a2deee9e4b2c54ea79d2895cfeca44190133b24 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125453 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-978 Load/Store tuning data from file (Part2)Anthony Barbier
Change-Id: I1819f42c0e456673543b267d51f730b6e80a0ad9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122629 Reviewed-by: Robert Hughes <robert.hughes@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-978 Load/Store tuning data from fileAnthony Barbier
Change-Id: I1d1f402df3a58704c021b9866d489844fb5e7d7a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122395 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-617: Add validate support for NEON FullyConnectedLayerIoan-Cristian Szabo
Change-Id: I08987022c8d4cc335c00b8af27bd3edb8fe64d3b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111596 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Alexander Gilday <alexander.gilday@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-765: Add Winograd Convolution Hint for NEON ConvolutionGeorgios Pinitas
Change-Id: I6ca59689df2b196de4960a62216c37780a04684e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118959 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-915: Create ResNet50 exampleAlex Gilday
ResidualLayer node (COMPMID-916) also created as required for the ResNet architecture. Change-Id: I4fb4d2e08a8d3ce206f96f7946f5afc3e244676a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121185 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02Revert "COMPMID-915: Create ResNet50 example"Anthony Barbier
This reverts commit 2e8c7ee2ecebd9783c97bbd602a61989e1247d6b. Change-Id: Id90691f427a68d01480889f8d5fff190fd72c5a3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121176 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-915: Create ResNet50 exampleAlex Gilday
ResidualLayer node (COMPMID-916) also created as required for the ResNet architecture. Change-Id: I3aef0b6d6fd5bfcd4916fed4d8d4466b8a92b70d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120562 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-909: Enabling in-place computation for batchnormalization and ↵Michele Di Giorgio
activation at graph level Change-Id: I84d4a212629b21794451ab5fb5c5b187b5e28f98 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120127 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-925: Enabling OpenCL tuner in the graph examplesMichele Di Giorgio
Change-Id: I4fe501281f527e20e8fdd0253d59ea2c4629056b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120354 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-897 Merge batch normalization with bounded reluGiorgio Arena
Change-Id: I9a607fe620f795cdea1a99fdd3f5f8c2fc76f980 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/119234 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-765: Fixes DepthwiseConvolution weights shapeGeorgios Pinitas
Change-Id: Id13be9b33fc9b96e058db917e242136f7920fad8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/119570 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-873: Integrate RSH NEON Depthwise Convolution routineGeorgios Pinitas
Change-Id: Ida1e9a836bc518bfe5563e16bf7f92bde5fc13f7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118472 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-748 - Integrating optimized SGEMM for bifrostGian Marco
This patch introduces a new GEMM capable to improve the mac utilisation of 10% compared to the GEMM without reshape. However this implementation is not faster in all cases as we need to take into account the time for reshaping the matrices. For this reason an heuristic solution to select the optimal GEMM to use has been added to the function. More information about the heuristic implementation can be found at COMPMID-852. With this new patch, GoogleNet, MobileNet, VGG16 and SqueezeNet can improved the performance of 1.5x. More information about the performance uplift can be found here: https://confluence.arm.com/display/MLENG/GEMM+FP32+performance%3A+ACL+18.02 Change-Id: I024563c06b9aed02a211a974e452bae5c233b04c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117140 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-674 - Create Google InceptionV3 exampleGeorgios Pinitas
Change-Id: I389e0d4104b7dde60b7cdd612a83f3328517e44c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115804 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-752 Creating an example for QASYMM8 MobileNetGiorgio Arena
Change-Id: Ic76b3b6adaff8c84ba4d2ca5283d9291c69344f0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114466 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-767 : Propagate hints to subgraph.Georgios Pinitas
-Propagates hints to subgraph. -Fixes dispatching of apropriate optimized DepthwiseConvolution kernel for OpenCL backend. NEON backend is altered to default to the generic case until COMPMID-769 is addressed. Change-Id: I544f05cd99a9ac253f1b19aa4e4bb222b8fdd087 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114781 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-556: Allocate trainable data tensor after configurationGeorgios Pinitas
Change-Id: I8a5fd2418dd104a06a0972abf088f64d7c2796d3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112779 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-692 Consistent names for the interfacesGiorgio Arena
Change-Id: I4b1f3f0da9ff5342c7de7083736fe91871d14e5b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110351 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPIMID-553: MobileNet use case.Georgios Pinitas
Change-Id: I1181abbd5785065f3d57e91844376a4b110938a9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110701 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-554 Add NodesMichalis Spyrou
- DepthwiseConvolutionLayer Change-Id: Icaef85d7474f7532bf7d93d11b5c787712e57bdd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110524 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-652 - Graph examples shouldn't need to link against OpenCLIsabella Gottardi
- Added --no-allow-shlib-undefined to library builds to make sure we don't leave any unresolved symbol - Added --allow-shlib-undefined to the graph examples build lines so that it doesn't matter whether or not OpenCL is supported by the Graph librarylibrary - Don't link tests statically anymore on Android (This was probably required in the past because we were duplicating symbols in the core and runtime libraries, but it doesn't seem to be an issue anymore) - Updated Doxygen accordingly Change-Id: I9905f388e0838bc8e3369de52838bf980b992ead Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95172 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-556 - Fix BatchNormalizationLayer (set weights target)Isabella Gottardi
Change-Id: Ibc72b1fe2f135db4f6935cc2b3280c5b0c6131f4 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95926 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-657 - Add PPMAccessor and TopNPredictionsAccessor to SqueezeNetIsabella Gottardi
Change-Id: I8baaee68b82e200a4829c3fc6c60dd211c06e14f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94534 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556 - Fix LOG_GRAPH_INFO Message in CLSimpleOperationsIsabella Gottardi
Change-Id: Iab5c55fed0c06e6ad305ff8429432b2cd880676b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/94403 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-556 Add macro for checking graph's tensor objectMichalis Spyrou
Change-Id: I1de1c2932c9906b23b49e18bd82c173846d98723 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93860 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-554 Add NodesMichalis Spyrou
- BatchNormalization - DepthConvert - Dequantization - Flatten - Quantization - Reshape Change-Id: Ie01a04b7a6cc8e2b5481cf2345268e6871580d7f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91618 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-630: Rework nodesGeorgios Pinitas
Reworked node: -BatchNormalization -Floor -FullyConncted -L2Normalize -Normalization -Pooling -Softmax Change-Id: I4c71cfffb1f59aac3326ba8b1f831339c5244394 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93134 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-630 : Rework nodes for selective target compilation.Georgios Pinitas
Reworked nodes: -ActivationLayer Change-Id: Iaa394531ef208db48caa2c18a41ad9a845471f94 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92281 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-619: Logging interfaceGeorgios Pinitas
Change-Id: I73d1433ee7a682aeabb7540aa2ea1f6564f90aae Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91775 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-550: Adds support for branches.Georgios Pinitas
Change-Id: I778007c9221ce3156400284c4039b90245eb2b7f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/90043 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-554 Add NodesMichalis Spyrou
- BatchNormalization - L2Normalize - Floor Change-Id: I03e06dea30e956f56a86f9c5642cd609c6696ad2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/91364 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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