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2018-11-02COMPMID-987: Make beta and gamma optional in BatchNormalizationMichele Di Giorgio
Currently we have beta and gamma compulsory in Batch normalization. There are network that might not need one or both of those. Thus these should be optional with beta(offset) defaulting to zero and gamma(scale) to 1. Will also reduce some memory requirements. Change-Id: I15bf1ec14b814be2acebf1be1a4fba9c4fbd3190 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/123237 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-577: Implement CL validation for GaussianPyramidSanghoon Lee
Change-Id: If879cbe15b14d97818c24d44b29fc69b6c8cb686 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127601 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-811 Add NHWC data format support for CL depthwise convolution QASYMM8Giorgio Arena
Change-Id: I89de432f3fbcba7abf9e1d4f8396a4334b4fa2c2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118324 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-812 Add NHWC data format support for NEON depthwise convolution ↵Giorgio Arena
(optimized case). Change-Id: Icdfd6c02ed526daf4f59a4b76c7bbc1bc48fde74 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125938 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-584: Add validation to channel_combine kernelsIoan-Cristian Szabo
Change-Id: I67fe3fcea08704d9f4b04d22fe34db83b2697b87 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110562 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-802 Add NHWC data format support for NEON im2col.Giorgio Arena
Change-Id: I86e678179106a2b83d1c6a7cfe562df91b0f9eb2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124000 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-585: Port OpticalFlow to new validationJohn Richardson
Change-Id: Ia36bd11ca27420d3059eea15df81b237900149ec Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125175 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: John Richardson <john.richardson@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1045 - Fix shape_to_valid_region_gaussian_pyramid_half()Gian Marco Iodice
The utility function shape_to_valid_region_gaussian_pyramid_half() did not calculate correctly the valid regions for levels above 1 Change-Id: Id818efe3b95ce4e0ba1bc57f091d912357a8134a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/127380 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Sanghoon Lee <sanghoon.lee@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-1040: Added support for nullptr bias tensor in NEWinogradLayerAndrew Mundy
Change-Id: Ie624ee17c63dede711d913a82819e128954a57c9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124861 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-908 - Merge Activation layer with Convolution Layer (NEON. CL, GLES)Isabella Gottardi
Change-Id: Iab06d0768ecf805b841e601185608aae88cf9166 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120874 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-596: Port HOGDetector to new validationJohn Richardson
Change-Id: I73231fc71c5166268e6c909b7930b7e034f3794e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118876 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-1017: Implement dilated convolution in NEON, OpenCL, and GCAlex Gilday
Change-Id: If4626ec9e215e14dffe22e80812da5bac84a52e2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125734 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-959: Fix valid region for ScaleDiego Lopez Recas
Change-Id: Ic9ce52d772a178916dfa60fbb6456d295c06b83d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122647 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-959: Removed Interleave blocked kernel.Pablo Tello
Change-Id: I775eecbc39da583aae2eb4e033c5930dfc402899 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125684 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-935 - Implementing Convolution with Winograd on OpenCL (part 4)Gian Marco Iodice
Implemented Winograd Output Transform (2x2,3x3) on OpenCL Implemented CLWinogradConvolutionLayer on OpenCL Change-Id: I6a113fc5f052ca07f878d2b800d2ab003f84af65 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/125148 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-754: Add validation to LocallyConnected and NEDeconv layersAlex Gilday
Change-Id: Ifed8713f4d7f1315af684b30d11323db2b533f10 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121783 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2018-11-02COMPMID-594: Implement reference and CL/NEON validation for LocallyConnectedSanghoon Lee
Change-Id: I01e7abcf3f1b19458128e277044af850ad9fa224 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118610 Reviewed-by: Anthony Barbier <anthony.barbier@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>
2018-11-02Revert "COMPMID-959: Fix valid region for Scale by always setting full shape"Georgios Pinitas
This reverts commit 77fdc0420dfd3c5009370650f963748a73f0db58. Change-Id: I1440f56f29637821e20ad2edf1055196bb69a0e2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124290 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2018-11-02COMPMID-959: Fix valid region for Scale by always setting full shapeDiego Lopez Recas
Change-Id: Idc2d004713768ae73e157674d15c928cca0992d7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122703 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-941 Add NEON broadcast multiply supportMichalis Spyrou
Change-Id: I1f808c25750461bec9a28b2f6615fbd0f624117a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122262 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-959: Update valid region in DepthConcatenateGeorgios Pinitas
Change-Id: I8aaf15a64aab592bfbdb386fdb07631cad933fa6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122307 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-754: Add CLPermute validation methodIsabella Gottardi
Change-Id: I77ed920a43738effd55b086e3138f497057a72c5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121618 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-934: Asymmetric padding support.Georgios Pinitas
Change-Id: Ibe7a679e4c053a088b8c893e495c97cb24bf7272 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121298 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-582: Add validation to channel_extract kernels.Ioan-Cristian Szabo
Change-Id: I5022d02f06f9d849dad76e3d9b8e48632c236429 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121191 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-846: Create a ConvolutionLayer for NEONIsabella Gottardi
Change-Id: I98bbef40bfac5b05134be4ef9fb54d14c0c9e8e8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118806 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-764 Removed reciprocal QS testsAnthony Barbier
Also fixed issues with some test names Change-Id: I7f35932eb24bedbb645b4b534d7d1bb1342f3696 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121259 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02Revert "COMPMID-582: Add validation to channel_extract kernels."Anthony Barbier
This reverts commit 9a0875951d43dda035f32d2e0728cf59d80cb4d3. Change-Id: I6af0bc64c656f91cf1e0357f8760defa08f2e78d Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121190 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-578: Faster common keypoint validation routine for FAST and Harris ↵Abe Mbise
corners Change-Id: I1f3038ccfa6be5e0a19bec11a89af5ed2247c42f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/119936 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-828 - Add support for pool widths 4, 5 & 6 and for non square data ↵Isabella Gottardi
sizes - Part 2 (NEON) Change-Id: I64bc8e3f71236edb71494f431ee34077eb8814ca Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118203 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-582: Add validation to channel_extract kernels.Ioan-Cristian Szabo
Change-Id: I6413a05f6870a0d04f12d7348269b15297ae8493 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114696 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-906: Use fused activation in NEON Batch normalizationGeorgios Pinitas
Change-Id: I5a6413548b2c9b8972c91ddba57395509dffd87e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120656 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-765: Fix CPPPermute error when permuting the strides.Georgios Pinitas
Change-Id: I4ea57579d997dd6a2e248634e3b7cb58bb3e2838 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120693 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-765: Sanitize permutation vector for Permute.Georgios Pinitas
If permutation vector is bigger than the tensorshape to permute then infer dimensions of size one for the extra dimensions. Change-Id: I5addb292f770d925f47f756902e16073039e8f71 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120473 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Stefana Simion <stefana.simion@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-850: Increase tolerance while issue is being investigatedAnthony Barbier
Change-Id: Ibcb230898db03f5cbb1a84987fef8862aa127d79 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120279 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-589: Refactor HOGDescriptor validation testJohn Richardson
Change-Id: Iee93f17a8ce303cff878b1c5d8904947fb910838 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118892 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-903: Implements NEPermute for NHWC conversionsGeorgios Pinitas
Change-Id: I4083e8d16bb23933634f229a1408dfd0e8f2922a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120069 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-875: Deconvolution 4x4 not workingGeorgios Pinitas
-Enforces the use of the ConvolutionLayer function in the DeconvolutionLayer. -Adds tests for 4x4 Deconvolution. -Alters the ConvolutionLayer validation to support even kernels. Change-Id: Id27e285f078e690b8dd58490dd8ea6d875b3cec6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118632 Tested-by: Jenkins <bsgcomp@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-578: Implement FAST corners for CL/NEONAbe Mbise
Change-Id: Ifa74e2bf05546de9a49aa185e22fba50438d8ad6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113946 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-885 Valgrind NEConvolutionSquare::configure relies on uninitialised ↵Michalis Spyrou
values Change-Id: I7a9a694064db8a92b2f8d4ea46e42070da6ed15a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118904 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-828 - Add support for non square pool size - Part1Isabella Gottardi
Change-Id: Ib8100e7c659c49694c746fa3f36ce20f44f6929f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117804 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-832: Decrease validation coverage of QS8/QS16Anthony Barbier
Change-Id: I5366d11aefdb8f3ba7326ed7527eb216c4de0668 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118372 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02IVGCVSW-863 Broadcast support in CL/NEON Arithmetic AddDiego Lopez Recas
Also, added instrumentation to support generic tensor broadcasting for NEON and CL backends. Change-Id: I1bc5747a286e1a4b464c209067581e103d473b9a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114201 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-564: CustomConvolution Test Name updatedSanghoon Lee
Change-Id: I880ac3a1c3f5ea09ccefe27d9ee40bd60afcea2b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118056 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-588: Port Equalize Histogram to new validationJohn Richardson
Change-Id: Iff50adf2993bd69c2696a47559d6b2e0011fed87 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110177 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-837: Fixed remap tests failures in Valgrind.Pablo Tello
Some minor improvements in the test fixture, for example making sure the values in the mapx and mapy tensors are in the range of [-5, in_width+5] and [-5,in_height]. Tolerance was changed to 0, no mismatches expected. Change-Id: I2fad06defb293bf9fdd1988799b19547c102dee5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118044 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02IVGCVSW-798 Add Softmax NEON support for QASYMM8Diego Lopez Recas
Change-Id: I4f2cca52caf210fdb7d6bb7e9436ac51cb5088b4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112398 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
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