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path: root/examples/graph_mobilenet.cpp
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2019-04-25COMPMID-1974 : Extend CLTuner to support different of level of tuningVidhya Sudhan Loganathan
Change-Id: I52e4a00a25e7f7a17050038cee7c30e508553722 Signed-off-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Reviewed-on: https://review.mlplatform.org/c/977 Comments-Addressed: Pablo Marquez <pablo.tello@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-03-27COMPMID-1995: Minor code fixes.Georgios Pinitas
-Remove FIXMEs and link to tickets. -Pass large object by const reference. -Implement copy assignment operator for Window. Change-Id: I975223ac42ec424f153569a8c963f29e6b86ad29 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/899 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-01-09COMPMID-1839: Add script from extracting tf frozen models.Georgios Pinitas
Change-Id: I9a61b9005ea829cd9ecae5bebf8985fe72e28b8e Reviewed-on: https://review.mlplatform.org/448 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2018-12-13COMPMID-1071: (3RDPARTY_UPDATE) Add depth multiplier on DepthwiseConv 3x3 NHWCGeorgios Pinitas
Change-Id: I316ff40dda379d4b84fac5d63f0c56efbacbc2b4 Reviewed-on: https://review.mlplatform.org/371 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2018-11-08COMPMID-1744: Add paper references in graph models.Georgios Pinitas
Change-Id: I031488247673de305f63b2a2e636f4cb17bd57f2
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-1578: Add ShuffleNet graph exampleGeorgios Pinitas
Change-Id: I0e577568b74cf5b2285e6f8c51f8403c9d5f78d2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148747 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-1564: Add NEDepthwiseConvolution3x3 for QASYMM8Georgios Pinitas
Change-Id: I1f55508af6f220e5f41df7b56daffb4761ed0591 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148253 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2018-11-02COMPMID-1532: Add DepthwiseConvolution3x3 FP16 on NEONGeorgios Pinitas
Change-Id: I780970f317b979b3230e2b471ac01df7fda9ee14 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148168 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1522: Add ElementWiseOperation node in the graph APIGeorgios Pinitas
Change-Id: Icb428bf3b5d3634fdddc57562cce670776e7f7a3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145814 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1534: Prevent graphs with missing NEON F16 features from runningAnthony Barbier
Change-Id: I9954e4240cf621819b2b028972e4cd4065485213 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/145399 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1432: Enable by default NHWC in graph examplesGeorgios Pinitas
Change-Id: I2240b6a6430cb1d261458343b2900cc1f16ac414 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141861 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@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-1393: Update example documentationGeorgios Pinitas
Change-Id: I7251575645b35b611de9d8931bb2b7dbc096de13 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/140544 Tested-by: Jenkins <bsgcomp@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-1246 - Enabled NHWC on graph_mobilenet by defaultGian Marco Iodice
Change-Id: I195d4a0e6fee4cd4ca42403256a9fe639b83fa3d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/138925 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@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-1160 Turn Graph hints into heuristicsGiorgio Arena
Change-Id: Id24c2f07c59d863f8e1af6a1afbf6a542b2b9954 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/135142 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-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-1042: Graph / Stream not working on x86Georgios Pinitas
Avoid unspecified behavior in graph construction. This is fixed in C++17. Change-Id: I4ef45cb139bbd838103a9922441e32d2d16c33d2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127975 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-1011: Create struct for the graph config parametersGeorgios Pinitas
Change-Id: I9c164a817c0cc5f264a5c71a59256dacc6314cb0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125456 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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 - Call graph_init only once all nodes have been instantiedGian Marco
- In order to enable to OpenCL tuner, graph_init() has to be called only once all nodes have been instantiated Change-Id: I28a51ccada8f81c12e4f4484b892f14a530f6f4d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121707 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-913: Fix preprocessing step for TF models.Georgios Pinitas
Change-Id: If0fbb6bbe5384038124d3dc189274b8266f796ca Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120771 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Pablo Tello <pablo.tello@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-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-847: Add MobileNet_v1_0.75_160.Georgios Pinitas
Change-Id: Ib21de61fe39d2768638af11c067dfc7bcf63aae2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117112 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-782 Port examples to the new formatMichalis Spyrou
Change-Id: Ib178a97c080ff650094d02ee49e2a0aa22376dd0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115717 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-771 Allow examples to be profiledAnthony Barbier
Change-Id: I180281e796e1670b9ad391d82d66ecde0119ef78 Note: this is for internal use only which is why I think the hackiness of RunExample.cpp is acceptable. Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115154 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 - Fix examplesGian Marco
- Fixed data type issue in cl_sgemm - Added support for NEON and OpenCL targets in graph examples. Before we could run only OpenCL target - Add auto_init() in NEDepthwiseVectorToTensorKernel Change-Id: I4410ce6f4992b2375b980634fe55f1083cf3c471 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112850 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-556: Revert COMPMID-652Georgios Pinitas
Revert back to static linkage for android as dynamic linkage causes error within libc++ Change-Id: I448dd5ff4e527b81d702e331bd070101431fb7de Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111995 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@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>
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