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path: root/tests/validation/TensorOperations.h
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2018-11-02COMPMID-424 NEON/CL Harris Corners validation tests.Giorgio Arena
Change-Id: I82d2a73f515a8d45d16b9ddb702fea51ae05c82e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79687 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-11-02COMPMID-412: Port PoolingLayer to use fixed point 16.Michalis Spyrou
Change-Id: I2005de4c7c14526996309826d33a0ec8e732d2d5 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78720 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-09-17COMPMID-424 Implemented reference implementation and validation tests (NEON ↵Isabella Gottardi
and CL) for Warp Perspective Changed the behaviour in NEWarpKernel for border mode replicate and constant to stick with the VX specs. When the new coords are out of the valid region, the output will be computed using the values from the border. In the validation tests the validate will be called with tolerance_value 1 and tolerance_number 0.2%, due to some float arithmetic related mismatches. Change-Id: Id4f9d0ef87178f8f8fd38ee17fee0e6f4beb85cd Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80283 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-09-17COMPMID-415: Move BitwiseOr to new validationMoritz Pflanzer
Change-Id: I496bc9c5e7a06b2d30e33b2b8448ac3e3527b6d4 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82050 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-415: Move BitwiseAnd to new validationMoritz Pflanzer
Change-Id: I1f1dff485ac510b6a9e5baf5f00c77beab7f8a5f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82049 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-415: Move GEMM to new validationMoritz Pflanzer
Change-Id: Ie32f981c86fa1b01905d2776b0d0a0a47b228f0b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/82538 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-415: Move ConvolutionLayer to new validationMoritz Pflanzer
Change-Id: I1f40dff43142c4e2c096122bfa1ca08241ff80ff Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81952 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-415: Move DepthConcatenateLayer to new validationMoritz Pflanzer
Change-Id: I3e594d5800f563ba9af3195b7db2b6d3e32012dd Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81340 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-415: Move ActivationLayer to new validationMoritz Pflanzer
Change-Id: I38ce20d95640f9c1baf699a095c35e592ad4339f Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81115 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-438: Add support for floating point Min-Max Location layer.Michele Di Giorgio
Change-Id: I84ae564a40fc7320a6f94a84d53906ba51404f51 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79797 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-415: Move NormalizationLayer to new validationMoritz Pflanzer
Change-Id: Icf5781c920836fe87d2db27ca3f9cc4eb2bea554 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80999 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-415: Move SoftmaxLayer to new validationMoritz Pflanzer
Change-Id: I68bb359021256e67892e4fc00d436f9027a3bd07 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80942 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-415: Use half_float library for F16Moritz Pflanzer
3RDPARTY_UPDATE Change-Id: Iee572e18d5b1df71300d738cc8690f49d7203d5c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/81353 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-447: Support scaling factors different than 1 for QS8/QS16 ↵Michele Di Giorgio
NEPixelWiseMultiplication. Change-Id: I6d90a18df861d53546bdca982192b4ffc0dbb3c2 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80794 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-09-17COMPMID-378 CLMinMaxLocation testing completed.Giorgio Arena
Change-Id: I3d35544fab22ab2aa99d9250db3df2f88af8196c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/77670 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-09-17COMPMID-421: Added FP16 support in Pooling LayerPablo Tello
Change-Id: I6b6119c8770051c1656da40aa073c539c15b493e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78985 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-421: Added FP16 support in ActivationLayer.Pablo Tello
Change-Id: I7ba573b19d56e3c87996edb5218a00e5bfca451e Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79755 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-424 NEON MinMaxLocation test.Giorgio Arena
Change-Id: I3dda0961061b52c680b5af0443ad93a00425dd4c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/77433 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-09-17COMPMID-401: Implement FixedPointPosition conversion for NEON.Georgios Pinitas
Adds support of changing the fixed point position of a tensor in DepthConvert. Change-Id: Ic3b50a4628fac7497a0217d92941c9d6f64d21cb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80438 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-425 Port CLBatchnormalization to support QS8/QS16Michalis Spyrou
Change-Id: I46c93305f377666ea0915ff789b7dfdfff596087 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78862 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417: Add Leaky RELU support for both NEON/CL.Georgios Pinitas
-Adds parametrizable leaky relu (x>0) ? x : a*x. Change-Id: Ief19a435b5832a30b56f4aaaf55125787addee94 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80575 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-424 - Implemented reference implementation and tests (NEON and CL) ↵Isabella Gottardi
for TableLookup Change-Id: I53098ee750ab07fe64e9e2af8df91954d64017f5 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79411 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-09-17COMPMID-417: Port DepthConcatenate to QS8/QS16 for NEON/CL.Georgios Pinitas
Change-Id: I3dddae63043c7aa18d908a4fc8abacf3c64f98ca Reviewed-on: http://mpd-gerrit.cambridge.arm.com/80081 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-09-17COMPMID-427: Port NEActivationLayer in 16bit fixed point.Georgios Pinitas
Change-Id: Iebd61807f7b597c6bd990673bc7655c68ee16f4b Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79085 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2018-09-17COMPMID-421: Fixed compiler error for arm-v8.2-a.Pablo Tello
Change-Id: If4703e58becd244ce15c91dab2192eeccebcb835 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79900 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417: DepthConvert NEON for QS8/QS16.Georgios Pinitas
Change-Id: Ieb120bccf146045b3a0001ceb3893d4e67fd19df Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79763 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-09-17COMPMID-436, COMPMID-437 - Port NEConvolutionLayer & NEFullyConnectedLayer ↵Gian Marco Iodice
to support 16 bit fixed point Change-Id: I69edf2dac242f941bac95c8479d921e7be6abca7 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79725 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-09-17COMPMID-418 Add check and fix comments after preprocessor conditionsAnthony Barbier
Change-Id: I1353fd652ee180e3931e58b4ce13d651a48c7e2c Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79567 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-417: Include std::vector where needed.Georgios Pinitas
Change-Id: I8a0c88b3c37a3d82f14493fa0b51108b3bdac852 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79407 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-359: Implement NEON ROIPoolingLayerGeorgios Pinitas
Change-Id: Ibffa738d4016d7221968bd43a4e6e1dab85baee8 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78623 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-417: Extract common toolchain support fileMoritz Pflanzer
The support file is needed as Android toolchains are missing some C++11 functions. It further includes functions that have been introduced in C++14 but which we already need. Eventually the support file might become unnecessary if the Android compilers improve and we switch to C++14. Change-Id: Ib5ec506f1a17c78149c315ab2096b901b852c180 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79247 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-09-17COMPMID-424 Clean up validation tests for 2D spatial filter functionsSiCong Li
* Remove shape_to_valid_region_undefined_border * Remove hardcoded border size Change-Id: I3c64148d8f7ce7e960f21d88d3af43bb23501683 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79106 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-09-17COMPMID-378 - Implemented reference implementation and tests (NEON and CL) ↵Isabella Gottardi
for Non Linear Filter Change-Id: I1b81e030a27cf01d098247a87d047099616e2a39 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78531 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-424 Add validation tests for Gaussian5x5SiCong Li
* Fix apply_2d_spatial_filter to use double as intermediate type * Fix tensor_elem_at to use random value if on border and border_mode is UNDEFINED Change-Id: I7feea23c4664cc63c5bab936566dc92b98c723b9 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78905 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-424 Add tests for Gaussian3x3SiCong Li
* Add reference implementation and NEON CL validation tests for gaussian3x3 * Add tests for different border modes * Incoporate PaddingCalculator Change-Id: Ia3cd5cb2cd0b4d870a217e6aedecc01369dc2541 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78125 Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-09-17COMPMID-424 Add CL validation tests for Box3x3SiCong Li
* Add tests for different border modes * Add padding calculator Change-Id: Ic4708faddfb1c8e6b59d349cf9cb48c9a181d717 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78105 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-378 NEON/CL Sobel 3x3 and 5x5 tests.Giorgio Arena
Change-Id: Ic90edd77c7f694f95663d8163623db3837a48616 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78284 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-345: Added support for arm8.2+FP16 in the the validation framework.Pablo Tello
Change-Id: Ifef2133d4a0da5456bec147330405b6d58cf6a71 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78676 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-09-17COMPMID-403:Add support for 7x7 pooling on CL.Georgios Pinitas
Change-Id: I3c2c8d7e8e61d7737170cb1568900ce4ac337068 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/78181 Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
2018-09-17COMPMID-378 NEMeanStdDev test completed.Giorgio Arena
Change-Id: I46fb77c0cb507a4c0fe3264a89dd7b2ba63c44dc Reviewed-on: http://mpd-gerrit.cambridge.arm.com/77427 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Steven Niu <steven.niu@arm.com>
2018-09-17COMPMID-344 Updated doxygenAnthony Barbier
Change-Id: I32f7b84daa560e460b77216add529c8fa8b327ae