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2018-11-02COMPMID-1188: Expose FullyConnectedLayer info metadata at graph levelGeorgios Pinitas
Change-Id: I7670f79209a1e4439d57e05c1f5c576f600971cb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142299 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1188: Add quantization info support in graph FC layer.Georgios Pinitas
Change-Id: Ie9a6a896da142198243139fb9f8be0f83b87ccce Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142130 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1367: Enable NHWC in graph examplesGeorgios Pinitas
Change-Id: Iabc54a3a1bdcd46a9a921cda39c7c85fef672b72 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141449 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1386: Add support for converting weights for CL.Georgios Pinitas
Change-Id: I62e3ead903366baeeb1488f233a9b8b0c388c9de Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140403 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1400: Add command line option to specify the tuner's config fileAnthony Barbier
Change-Id: Ib597e0dff4c8c01f7e6bd46d03824beef4bc1e9a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139923 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1188: Substream copy constructor primitives.Georgios Pinitas
Change-Id: I50b0d9d2f6bfbcd7bfacf31090b94f551fa00bbe Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139876 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1310: Create graph validation executables.Georgios Pinitas
Change-Id: I9e0b57b1b83fe5a95777cdaeddba6ecef650bafc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138697 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-970 : Remove QS8 / QS16 supportVidhya Sudhan Loganathan
Removed fixed point related code. Change-Id: I487acf138dace3b0450e0d72ca7071eaec254566 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137678 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1283: (GitHub issue) after convolution output data is zeroGeorgios Pinitas
During the mutating passes accessors of optimized nodes were dropped instead of being transfered to appropriate tensors. Change-Id: I29183984d94806bdfb5c92af3acefd928c0fd171 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/136036 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1246: Add GLES target in graph TypePrinterGeorgios Pinitas
Change-Id: I5c6b29277b93facf6a992e02f72ebc6a1e5e5ef6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/134413 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@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: Remove invalid switch log info on default method.Georgios Pinitas
When Default was set as the convolution method a switch convolution info was incorrectly getting reported. Change-Id: I750b28afec4665799362f77ec3f9b66cf2adb0aa Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130738 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-959: Add missing header in Workload.hGeorgios Pinitas
Change-Id: I461a113246db73a5ff1e98f5f69cea6d84e2f91f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130689 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@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-959: Assembly kernel marks weights as unused when pretransposeGeorgios Pinitas
Change-Id: I15943c4c97457f4cc9bff3bb1cce8ad9a8d9ed38 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130474 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-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-1008: Fix Doxygen issuesAlex Gilday
Change-Id: Ie73d8771f85d1f5b059f3a56f1bbd73c98e94a38 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124723 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-793 : Add graph intermediate representationGeorgios Pinitas
Change-Id: Ic1685de4e19e0ac79669ef2da64e1dc96c7ea0bf Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115248 Tested-by: Jenkins <bsgcomp@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-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>
2018-11-02IVGCVSW-863 Move clamp, for_each, foldl to misc/utility.hDiego Lopez Recas
Also, improve for_each, foldl, and related changes. Change-Id: I0cf0c7dbf88f26bb70cc734ba9fb5725d405585f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114014 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@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-617: Adds validation to CLPoolingLayerGeorgios Pinitas
Change-Id: Ied405a9c0e9746598d03ac6a944ad87e9b6494eb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93680 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-639 - Add PPMAccessor and TopNPredictionsAccessor in graph_utilsGian Marco
Change-Id: I40c3e2dfcde10c65ed9c86f9283a53f9e679d4fa Reviewed-on: http://mpd-gerrit.cambridge.arm.com/92437 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@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>
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