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2018-11-02COMPMID-1188: Fix squeesenetv1.1 input shapeGeorgios Pinitas
Change-Id: I39e354327a87ebe838af9f1cd57b5800517cf7ea Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141964 Tested-by: Jenkins <bsgcomp@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 FC convert weights on NEONGeorgios Pinitas
Change-Id: I7a3c6db9285e3899494f496b2562d80cec1b6521 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141407 Reviewed-by: Giorgio Arena <giorgio.arena@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-1246: Don't link against the Graph library for non-graph examplesAnthony Barbier
Change-Id: Iaba620c72e812e66ab7e0c425b0d8a1fdd305d1e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139862 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1188: Report error on graphs that do not support NHWCGeorgios Pinitas
Change-Id: I14c6ded780339aa75555ea5f62247c509e64d0b0 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/139797 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@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-1308: Add and validate JPEG accessorsGeorgios Pinitas
Change-Id: I93d7345a795b26153600287346d672209dbb2622 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/137479 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-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-959: Fixed linking issueAnthony Barbier
Was only failing for armv8.2-a for some reason Change-Id: I3ee706aee22b7f1fb8223d0f6cc2e09bec7672ea Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131443 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-959 : Add names to inception v3 layers.Georgios Pinitas
Change-Id: I7ebc944ef84fb2649123954ac5bd55f9d23bbf09 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131147 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-792 - Re-enabled Winograd on NEON in all graph examples.Gian Marco Iodice
Since now the input transform can be multi-threaded, I re-ebaled Winograd in all graph examples Change-Id: I39ef78243bb47fdae135e18dcae2102af0675b3b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131048 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-1109 - Enabling Winograd in the graph when possibleGian Marco Iodice
Change-Id: I524abd28188995ae9c7a43b189b1eb2d7546be93 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/130576 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-1046 - Enabling Winograd VGG19 to use Winograd on NEON and OpenCLGian Marco Iodice
Change-Id: If8a28fc6a3a58473df51c8e7399e6d06d0db10f9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127384 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@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-1081: Introduced test-wide instrumentsAnthony Barbier
Change-Id: I5831241f3fc503717cc51136453c2bf96d4b420b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/128484 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-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-959 Fix SVM and AlexNet Code formattingAnthony Barbier
Change-Id: I4d2f67206ca56e6468a6e1491ca93bdde31c32ff Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126278 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@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-996: Add support for grouped convolution.Georgios Pinitas
Change-Id: I279e29ce20b3dde57445264dc11491f127b44d70 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124429 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1007: Add initial validate support to backendGeorgios Pinitas
Change-Id: I55eae35f35a3c7891e8d535907c861f022e43bea Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125470 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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-881: RSH new arm_gemm interface.Pablo Tello
Change-Id: I1e2a1a77097d8017c274af3f97eba6964f80f5fa Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122592 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-935 - Implementing Convolution with Winograd on OpenCL (Part 1)Gian Marco
This patch enables GEMM to execute multiple batches in parallel https://confluence.arm.com/display/MLENG/Winograd%3A+batched+GEMM Change-Id: I66222db041dd35e82af11fbb262fd1ebd3ca4b2f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120866 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-973: Implement InceptionV4Georgios Pinitas
Change-Id: Ie2fe8eac176a80a1a53b6f349dad6287218b82d5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122304 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@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-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-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-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-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-765 - Used GEMM-based convolution in VGG16Gian Marco
In order to use GEMM-based convolution in VGG16, it has been created a function which allocates 1.8 GB. If the function fails, will be used DIRECT convolution instead Change-Id: Ibec8928ee6fe6684d6dc24b7df380beeb671bf27 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/119490 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-895 - Optimizing CLDepthwiseConvolution3x3KernelGian Marco
This patch brings the MACs utilisation up to 25 % when both stride_x and stride_y are equal to 1 Performance reported in the following confluence page: https://confluence.arm.com/display/MLENG/Depthwise+convolution+3x3+FP32+performance%3A+ACL+18.02 Change-Id: Ida1b64be9a88805902a3d90194559b58eb1224a3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/119068 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-891 - Use OpenCL timer in CLTunerGian Marco
Change-Id: I84a914c13b162c4f74321c9cafc30a18ad4ebbdb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118797 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-765 - Used GEMM instead of Direct into the GoogleNet graphGian Marco
example Change-Id: Ic639d51fb5dd4f78912a9b11abc7df79d205a22b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118843 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
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