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2019-03-25COMPMID-2076: Add StackLayer to the graph APIMichele Di Giorgio
Change-Id: Ifae23659c2471d9c052bc8adf066c5228d6e8b23 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/893 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-03-20COMPMID-1995: Prepare Graph to support different input/output quantization infoIsabella Gottardi
- Added support for different input/output qinfo in ActivationLayer and DepthwiseConv - Added support for different input/output qinfo in ConcatenateLayer introducing ConcatDescriptor - Added reshape validate - Allow OutputLayer to return a specific connection index from the input - Not run Inplace and Depth mutator when input/output quantization info are different Change-Id: I03f5e416fc43ddd284e1501887202a3145f76d8a Signed-off-by: Isabella Gottardi <isabella.gottardi@arm.com> Reviewed-on: https://review.mlplatform.org/c/852 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-03-19COMPMID-1933: Implement NEHeightConcatenateLayer.Pablo Tello
Added support to concactenate tensors along the Y axis in NEConcatenateLayer. Change-Id: Ib714bfcf9954cc35918efa7d52fc9164bb08bdf6 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/841 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-03-13COMPMID-1740: Fuse batch normalization with Convolution Layer at graph levelgiuros01
Change-Id: I77ca51c2c72783cc26a099a6a9c3210cdbbe822d Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/797 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-02-18COMPMID-1999: Add support for GenerateProposals operator in CLManuel Bottini
Change-Id: Ie08a6874347085f96b00f25bdb605eee7d683c25 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/719 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-02-15Revert "COMPMID-1329: Add support for GenerateProposals operator in CL"Giuseppe Rossini
This reverts commit cd96a26f67bfbb9b0efe6e0e2b229d0b46b4e3e6. Change-Id: I1d46f37095c94968ad4f3b781269adaa03e2e410 Signed-off-by: giuros01 <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/706 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-12-14COMPMID-1710: Fixes in StrideSlice calculations.Georgios Pinitas
Change-Id: I66eb922f1ff15142de278bf4439a61c979f98ba7 Reviewed-on: https://review.mlplatform.org/382 Reviewed-by: Matthew Bentham <matthew.bentham@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2018-12-13COMPMID-1808: Add Detection Output Layer to the GraphAPIIsabella Gottardi
COMPMID-1710: Integrate Detection ouput in MobilenetSSD graph example Change-Id: I384d1eb492ef14ece58f2023ad7bbc16f834450b Reviewed-on: https://review.mlplatform.org/356 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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>
2018-11-19COMPMID-1750: Add PriorBox operator to graph API.Pablo Tello
Change-Id: I5d2ed5dcc342abff8124762f7bdee587cdf20032
2018-11-16COMPMID-1451: (3RDPARTY_UPDATE) Fixes for GenerateProposals graph node and ↵Michele Di Giorgio
BoxWithNMSLimitKernel COMPMID-1792: Accuracy issue in CLGenerateProposals This patch does the following: - Some fixes for GenerateProposals function and tests - Adapting BoxWithNMSLimitKernel to only accept U32 tensors as keeps_size - Update 3rdparty - Adds a small tolerance for a GenerateProposals test Change-Id: Ia8ec1cdfe941fe05003645e86deb9ea6a6044d74
2018-11-16COMPMID-1637 - Add ROIAlign operator to the graph APIManuel Bottini
Change-Id: I8a9b1e16d90b9d99a6ff2a442347748432723b14
2018-11-15COMPMID-1639: Add GenerateProposals to the graph APIMichele Di Giorgio
Change-Id: Icf813a0a87d4a07e180eafdb5fa916b2ea4028d2
2018-11-08COMPMID-1638 - Add BBoxTransform to the graph APIManuel Bottini
Change-Id: I67cbbce59d61d907fc4dc4c3997e96b347dfe895
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-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>
2018-11-02COMPMID-1621 Deconvolution wrong output calculationMichalis Spyrou
Change-Id: Ida71312bcf6dbd854f2ab1efc65f74910c79e152 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/151510 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02COMPMID-1603: Add PadLayer to graph APIMichele Di Giorgio
Change-Id: Ic985ac8b0b09c3a6b3f2d43274af8ce89f8c90dd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/150313 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1595 Add UpsampleLayer to graph APIMichalis Spyrou
Change-Id: I7427b0fbb222ff9760d47b01a59aee654f2f860f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/149587 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1576: Add SliceLayer to graph APIMichele Di Giorgio
Change-Id: I42260cc529ca7721e221d3d0576b1668e09f8307 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148255 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-1582 Add YOLOLayer to graph APIMichalis Spyrou
Change-Id: I8eb7cf220f038b0ac70cb3df1f399a3b66bbca1b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148245 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: bsgcomp <bsgcomp@arm.com>
2018-11-02COMPMID-1577: Add NormalizePlanarYUVLayer to graph APIMichele Di Giorgio
Change-Id: Iadcf8205ff842330f7242f870705e9ea677ec419 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/148105 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1556 - Add ReorgLayer to graph APIGian Marco Iodice
Change-Id: I50c13b5808f3cceec36b92e7afc027f47ebbdea4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147369 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1505: Add native grouping support at graph levelGeorgios Pinitas
Change-Id: Iedc91b0aee743b59af5140c8acb8124548da3163 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/144362 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com>
2018-11-02MLCE-36: FC tranpose weightsGeorgios Pinitas
Change-Id: I3b8a6c00e61ba6da459ca5fc7275393f9d073aed Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142533 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02MLCE-37: Adds PermuteNode support in graphGeorgios Pinitas
Change-Id: Iaa93a497e7913c27f2fd09e974125cda5f04bc4b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/142463 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1290 - Update CLTuner documentationGian Marco Iodice
Change-Id: Ief1b6df40623c9f304093cf1f188c86454da3f9c Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141965 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-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-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-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-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-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-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-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-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>
2018-11-02COMPIMID-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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