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2018-11-02COMPMID-959 Fix clang-tidy issueAnthony Barbier
Change-Id: I1ac37d9911cc7cdddcf6588483e4848705f4abba Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/126276 Reviewed-by: Pablo Tello <pablo.tello@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-754: Add validation to (De)QuantizationLayersAlex Gilday
Change-Id: If8fa1277e8dc5b8e28a8bcad4ff9fc672b00ce9a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/123275 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-881: Addded missing DataType::QASYMM8 in GEMMLowp function.Pablo Tello
Change-Id: Id5ded4244f8a2983551308d7d3e7a07d266581ac Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/124680 Reviewed-by: Georgios Pinitas <georgios.pinitas@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-540 Replace NEDeconvolutionLayerUpsampleKernel with NEScaleKernelMichalis Spyrou
Change-Id: Ic29557cca24447ef40fa2cfca84f208b4d43f8de Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122180 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Reviewed-by: Pablo Tello <pablo.tello@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-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-936: Convolution failure in NEON Convolution Layer.Georgios Pinitas
Change-Id: I68a98eff57c8db719a501b68541666e8bc5f2081 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121180 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-934: Return an error in Validate when we don't support asymmetric ↵Anthony Barbier
padding Currently an assert gets fired in debug mode, and we just ignore the asymmetric padding in release mode. Change-Id: Ia6278b5722f7e93f356a975ab3243e6bb07e44a8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120840 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-784: Productise Winograd.Pablo Tello
a) Added support for kernel size 5. b) Templatised data type for transforms and batched gemms kernels. Change-Id: Idb83dda7a5eec19e015888ab31902bd791913297 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120540 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@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: Switch 1x1 DeconvolutionLayer to use the ConvolutionLayerGeorgios Pinitas
-Swithes the 1x1 DeconvolutionLayer to use the ConvolutionLayer instead of the DirectConvolutionLayer. Change-Id: I3ffe152c42c3b1c7ea572f264cd3215df01aedc2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/120292 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@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-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-894: Segfault: neon_cnn on S5 neoGeorgios Pinitas
Removed double managment of the same tensor object Change-Id: Ibc74cd8c7bd199cd473ff68f692840cbf01b27b3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/119119 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Isabella Gottardi <isabella.gottardi@arm.com>
2018-11-02COMPMID-784: Added support for PADDING = SAME in Winograd layer.Pablo Tello
Change-Id: I5a420da6a8041f9ff6d0811815f2fc74c85c56a8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/119014 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-890: Valgrind: NEON Convolution Layer validation failsIsabella Gottardi
Change-Id: I5296815cf04e5f805d6523196567b6c01715c8b5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118711 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-765: Fixed clangtidy warnings.Pablo Tello
Change-Id: I83d0f2bc8e0ebfdc0b60931f2c5acf0469caf886 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118696 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-784: Winograd tramsforms refactoringPablo Tello
1) Removed the example files winograd_layer.hpp/cpp 2) Teplatized winograd transform kernels Change-Id: I7045fa0b801b9d30a11275914aaa2dafd254aed2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118332 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@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-866: Integrate SGEMV Neon Assembly from RSHMichele Di Giorgio
Change-Id: Icbb43de7642e2b433d7471d70b9dbbde850989d3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118197 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-765: Allow RSH's code to not have default cases in their switchesAnthony Barbier
Change-Id: I2d3cc9668852a1ba414fc3148866df408f770dc8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118308 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-765 Fixed missing cast that was breaking the bare metal buildAnthony Barbier
Change-Id: I80437f7ba6e4b8ec1fb145300a017b3688f3f2b6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118086 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@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>
2018-11-02COMPMID-784: Added support for biases in WinogradLayer.Pablo Tello
1) Updated to the latest code from the RSH repo. 2) Moved winograd transforms into kernels. 3) Added support for biases Change-Id: I7f39f34a599b49d7d9b549cc10a4f4d4a8007ab8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117474 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-791: Generic Depthwise Convolution Layer NEON QASYMM8Georgios Pinitas
Change-Id: I33cf54e68f6c097ac58b6f16c3f9a720978f09cd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117289 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-790 - NEON: Add QASYMM8 support to ConvolutionIsabella Gottardi
Change-Id: Iec82a91ad351cfe8d07d0976a24bd42f4703177a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116833 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-11-02COMPMID-765: Clangtidy warningsPablo Tello
Change-Id: If8c1e0103ae2e3dfde3d0b9f23575c0e904c7f30 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/117961 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-815: Updated NEWinogradLayer with the lastest code from Research.Pablo Tello
Change-Id: I86d7f53b5f5d1dbc22078aea5c32b08a25d1f49e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116634 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-791: Adds support of QASYMM8 in NEDepthwiseConvolution3x3Georgios Pinitas
Change-Id: I1a9ed6c3420ddf8978aeaad48d9915333b006b49 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/116374 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-785: Add QASYMM8 support for pooling layerGeorgios Pinitas
Adds generic pooling case for QASYMM8 Change-Id: I37d38a92ca61651e915fbbbb6da88e180390b4ab Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115439 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-765: Fixed unused variable warningAnthony Barbier
Change-Id: I244954f748169cefcf71409bc9fdbc45de816ba5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115878 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-471 Implement Deconvolution on OpenCLMichalis Spyrou
Change-Id: Ie00c6b08a51d30c5ce2637d40ee3d165b8a68686 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110311 Reviewed-by: Pablo Tello <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-727 - Implement reference and CL/NEON validation for ↵Sanghoon Lee
CustomConvolutionRectangle Change-Id: I108a48ad5e6dc3f331fd5ceb38ced8ccdb31d81a Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113130 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-784: Winograd refactoringPablo Tello
Removed the code that created a subtensor and imported memory from the workspace in the function run() method. The subtensor is no longer needed because we perform the reordering of the tensors with NEPermute. The call to the method winograd::Winograd2x2_3x3GEMM<TOut, TIn>::reshape_output() will transform the results from the winograd domain into the spatial domain and this will be stored in the member _output_nhwc. Change-Id: Iae09d26c7587cd2eed98968c3ce214e20031038e Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115483 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-759 - CLGEMM optimization for McVail benchmarksGian Marco
This patch introduces an optimization for CLGEMM on Bifrost architectures which can bring to 40% of FMA utilization on config 3 of McVail. The new CLGEMM does not require any reshape of matrix A and matrix B. This patch also adds the auto-config in CLConvolutionLayer and CLGEMM and extends the interface for NEGEMM and CLGEMM. Change-Id: Ibb354eda45e9ca64b14a99700fb21dff5989dda9 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113716 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-746 Allow NEDirectConvolution to work without biases for QS.Michalis Spyrou
Renamed BiasAccumulateKernel to OutputStage. If no bias is provided when the input is quantized, the kernel simply downscales the input. Throw error if no bias is provided and input is floating point. Change-Id: I645a4ee9c6014b0547778fdd92c9ec72ef2f0aab Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114158 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-750: Enabled support for U8 and S8 datatypes in ↵Pablo Tello
NEGEMMLowpAArch64V8P4Kernel Change-Id: If32cbdc65f2e1441595cae5b4824a9b4357c8bf6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113467 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-719: NEWinogradLayer reordering using NEPermute.Pablo Tello
Input reordering from NCHW to NHWC Output reordering from NHWC to NCHW Weights reordering from [Ofm x Ifm x Height x Width] to [Height x Width x Ifm x Ofm] Change-Id: I85aabedb1f9c13700bc4919eb3130f4d4bd0b465 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113631 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@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-617 Add validation to NEConvolutionLayerGiorgio Arena
Change-Id: I796a13e6ea672e274aaa8234ee0689828fec7292 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111348 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Ioan-Cristian Szabo <ioan-cristian.szabo@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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