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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-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-579: Port Derivative to new validationJohn Richardson
Change-Id: Iecbfa3ebab890c778fb475403466d6fb168e9968 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113357 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
2018-11-02COMPMID-765: Collapse execution window in CL kernels.Georgios Pinitas
Updated following kernels to collapse their execution window and reduce number of kernel enqueues: -CLArithmeticAddition -CLArithmeticSubtraction -CLPixelWiseMultiplication Change-Id: I13d503515a20fa9be1401ead1e27e9bbc6627975 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/114878 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Anthony Barbier <anthony.barbier@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: Adds CLFullyConnectionLayer validation supportGeorgios Pinitas
Change-Id: I4d2eb9872a3165fdcaa7784596e441cbe563dbc2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112577 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Ioan-Cristian Szabo <ioan-cristian.szabo@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-747 Fixed AccessWindow in CL Direct convolutionAnthony Barbier
Change-Id: I18636cd397c82f6d71751d2076fc100daf98a163 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/113051 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> 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>
2018-11-02COMPMID-556 - Fixed CLDirectConvolutionLayer mismatchesMichalis Spyrou
Change-Id: I419ad1989b5447c7e586f62b39f4a6539a4e0462 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112502 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>
2018-11-02COMPMID-617 Add validation methods to KernelsMichalis Spyrou
- NEActivationLayer - NESoftmax - NEDirectConvolutionLayer - NENormalizationLayer - NEPoolingLayer Change-Id: Ib279f1c1b7f9247679b0d6593aed7393da8fe87b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111335 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-556: Rename Error to Status and inverse logicGeorgios Pinitas
Change-Id: Ib57d4f7177cc6179302bda7ad870acb8bd3825f5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112115 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>
2018-11-02COMPMID-661: Add Bifrost lws heuristics dwc with pad=1 [new_dev] #52Georgios Pinitas
Change-Id: I8eee02a2f092622d504e9f38cf1b3461cf4a2553 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112208 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>
2018-11-02IVGCVSW-631 Neon support for Softmax beta parameter (F32 only)Pablo Palmier
Change-Id: Ibf6f038b39f1a4e557f5d04feb08e3d5ef54e223 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/112019 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> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-617 Add window validation to CLDirectConvolutionLayerGiorgio Arena
Change-Id: Ia642dc68de6a0afe697bbce392e7ee955fa8944b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111460 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-728 - Added validation for transposeGian Marco
- Added validation in NETranspose - Added validation in CLTranspose Change-Id: I51aa1810c957fda75bdf899f33116d96a76d89a1 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111999 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-661: Convolution quantized (#32)Chunosov
Change-Id: Id69df4ce98d1d89bdf9c9aa5c4d909659909b30f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110456 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-617 Add validation window to CLSoftmaxLayerGiorgio Arena
Change-Id: Iaa99b8950c148e39333fa663db5f862a982f3765 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111130 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556: Added a rounding policy to the quantize functionJaroslaw Rzepecki
Change-Id: I6272a36636c5d9baff6d35dee0a50dc847f65bfa Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110266 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>
2018-11-02COMPMID-661: Vectorize im2col and add lws heuristics for convolution kernels #46Anthony Barbier
Change-Id: Idaab987384d6a12a114f609abd50446fd94536b2 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110879 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>
2018-11-02COMPMID-617 CL window validation fixesGiorgio Arena
Change-Id: I479dc1bd3bf9be641cb89cea5085151ba464f798 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111471 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02IVGCVSW-656 : added support (and unit tests) for asymmetric padding inJaroslaw Rzepecki
dirct conv (CL) Change-Id: I4b8389376e675bfa93b4a1ae7c8e65b8db1f4c4b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111102 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-692 Consistent names for the interfacesGiorgio Arena
Change-Id: I4b1f3f0da9ff5342c7de7083736fe91871d14e5b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110351 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-706 - Add GEMMLowp output stage for scaling by a fixed point numberGian Marco
DoD: - Implement NEON kernel for quantizing down the gemmlowp result. The result should be scaled by a fixedpoint number - Implement OpenCL kernel for quantizing down the gemmlowp result. The result should be scaled by a fixedpoint number - Add test for validating the result Required for: - Integration of GEMMLowp in Android NN - Convolution quantized - Fully connected quantized Change-Id: Ia963d25d695471e963961fb49a5600e78374ac4f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110981 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-617 Add validation window to CLActivationLayerGiorgio Arena
Change-Id: I56e0655a2f3448691cfd7bef6911d7959da12fdd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111186 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-684: 2D In-Map normalization support for CLGeorgios Pinitas
Change-Id: I73a11ef3ff7265abce196b128413f54623d33cae Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111294 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-661: QASYMM8 support for fully connected layer.Georgios Pinitas
Change-Id: I70e04d3a175ba366432ada98e9ca893c9f81b260 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111094 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> 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>
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>
2018-11-02COMPMID-710 - Fix CLTranspose and NETranspose when the input shape is aGian Marco
vector Fixed replacing AccessWindowTranspose with AccessWindowStatic due to the wrong padding calculation in the X direction within AccessWindowTranspose. AccessWindowTranspose should be fixed with COMPMID-708 Change-Id: I665e130b897a213ae2bf9da4bf092dd491fa00c6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111057 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Michel Iwaniec <michel.iwaniec@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-617 Add validation window to BatchNormalization, ↵Giorgio Arena
PixelwiseMultiplication, ArithmeticOps Change-Id: I306bd23fcd9b7eb7a248dc762aae899b28300b90 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110763 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Ioan-Cristian Szabo <ioan-cristian.szabo@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-661 Add Bifrost lws heuristics for several depthwise_convolution ↵Anthony Barbier
kernels #49 Change-Id: Ibfa1c1cc9fc8501b22a18ecd519758f4aeb301eb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110880 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> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-556: Fix CLDepthwiseConvolution3x3 Kernel.Georgios Pinitas
Kernel was not sliding the input window. Change-Id: Ia5903ceaed1243e86bee773a84102d8a1132dfa5 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111055 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>
2018-11-02COMPMID-617 Add validation window to CLNormalizationLayerGiorgio Arena
Change-Id: Iada46e5656bd6d16e5d965e2d38df9e60d5785c7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110950 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-617 Add validation window to CLPoolingLayerGiorgio Arena
Change-Id: I1ef117399ff694c34178dd973458d52cd5ebf1f6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110939 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-661 Add optimal lws heuristics for the Bifrost direct_convolution ↵Anthony Barbier
kernels #45 Change-Id: I9e7ec5ed937fb4e8cab44a11c49a93f3aa01bedb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110877 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-697 - Rework GEMMLowp interface on OpenCLGian Marco
Reworked the interface of GemmLowp in order to make easy the integration in Android NN - Added support for different output stage - Added validation for both matrix multiplication and output stage - Added bounded relu support in the output stage - Added in32_t bias support - Added optimized path for vector by matrix case This rework is required for: - Convolution quantized - Fully connected quantized Change-Id: I512283d406099cf8c614dd89d0a97ed411143afc Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110625 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-556 - Add QASYMM8 support for missing OpenCL kernelsGian Marco
- CLCol2ImKernel - CLGEMMIntereleave4x4Kernel - CLIm2ColKernel - CLTransposeKernel - CLWeightsReshapeKernel Change-Id: I2c6066f59f078cfe88ed0f3d2f61db137d375159 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110790 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2018-11-02COMPMID-699 - Add NEON functions for im2col and col2imGian Marco
Change-Id: Ie4a5cbd42f412d28de92d787e955e7d977918371 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110737 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-556: Fix lws_hint CLSoftmaxLayerGeorgios Pinitas
Change-Id: I15347bcfc68d76d47efa06b6036e1ed81548d227 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110678 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>
2018-11-02COMPMID-464 Implement Depthwise separable convolution on NEONMichalis Spyrou
Change-Id: Iccd686be18381e96bcf09b14c7017c6dda0f38d8 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/109824 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com>
2018-11-02COMPMID-661: Fix scale border issue (#38)Daniil Efremov
Change-Id: If1dcca724e5e5f5ab363ffc16b0ef8c943e0b657 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110105 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> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556 - Passed _lws_hint in the run() method where was missingGian Marco
_lws_hint was missing in the run() method for some ML functions where _config_id was set Change-Id: I0a092372cccaf21f29e4c78340201de1606caab4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110250 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-580 - Implement reference and CL/NEON validation for RemapSanghoon Lee
Change-Id: I8ae6b5111b594f224ad9b600cdf078459a8cac36 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/93281 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-617: Add validation methods to ML CL functions.Georgios Pinitas
Adds validation support to: - CLDirectConvolution - CLNormalizationLayer - CLSoftmaxLayer Change-Id: I9bd1e925e6db057c799169405f82ed21d20b87ee Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95939 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-661: Optimize FC layer with 2 new Bifrost kernels and LWS tuning (#33)Anton Lokhmotov
Change-Id: Ie56ac88dff5ff339572cec562e8cd62dc7f0aa8b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/109805 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> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-661: Add QASYMM8 support (and basic tests) to ↵Dmitry Savenko
CLDepthwiseConvolution3x3 kernel (#28) Change-Id: I51bebe74e3814c1245812ad575fe7854d460674f Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/109864 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
2018-11-02COMPMID-556: Fixes bias in CLDirectConvolutionLayer to be int32.Georgios Pinitas
Biases were incorrectly passed as uchar8 in asymmetric quantized calculations while they should be in int32. Change-Id: I461f5e4ef6eb44374c1094378a1bfe9ade5e247d Reviewed-on: http://mpd-gerrit.cambridge.arm.com/96244 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-683: Normalization layer API clarification.Georgios Pinitas
Adds a is_scaled parameter in the NormalizationLayerInfo that flags if the alpha parameter should be scaled by the normalization size of not. Unscaled parameter is used by [Krichevksy 2012] which is used in AndroidNN and TensorFlow LRN layer. Change-Id: Iad2aa5e688cf4dcd6cc77a6e28c0663764f34ccb Reviewed-on: http://mpd-gerrit.cambridge.arm.com/96102 Reviewed-by: Diego Lopez Recas <diego.lopezrecas@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-685 Extend CLTuner support to other DL functionsGiorgio Arena
Change-Id: Ica97857c2145228e4a6088724681ec1c0a138133 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95918 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-661: issue# 23 Scale border fix (#26)Daniil Efremov
Changes in CL and reference in terms of border handling. Change-Id: I5bed95b1f4c308629d7113455dc8a55d74500bcd Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95742 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
2018-11-02COMPMID-676: Rework TensorInfo buildingGeorgios Pinitas
Change-Id: Ic98f64ffe30739437a1fe31ef98d83ee900741e3 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95512 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
2018-11-02COMPMID-556: Fix CLNormalization issues.Georgios Pinitas
-Extracts calculations from the CL kernel core loop. -Changes the access elements for CROSS_MAP to reduce the applied redundant padding. Change-Id: If41c3adddd977be9386fe34940d055c301ccbb91 Reviewed-on: http://mpd-gerrit.cambridge.arm.com/95917 Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
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