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2020-01-21COMPMID-2941 Add QAsymm8 and S32 support for ArgMinMax to CLMichalis Spyrou
Select operation does not work with any combination of datatypes. Added a new OpenCL build option, DATA_TYPE_SELECT, in oder to specify the select result. Change-Id: I5c73c2a6b1d121288b7f6edba3e0cb1104636844 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2601 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-01-21COMPMID-2819: Fix const interface of IMemoryRegion.Georgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ib241c1b7b35645f5702de874004eced806883cd5 Reviewed-on: https://review.mlplatform.org/c/2609 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-16COMPMID-2994: Add support QASYMM8_SIGNED in NEComparisonOperationKernelmorgolock
Change-Id: I56be8c6a18b6d73d7c903fb9d64d205e125358f2 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2589 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-16COMPMID-2766: Add support for QASYMM8_SIGNED in NEDepthwiseConvolutionLayerMichele Di Giorgio
This patch also adds support for QASYMM8_SIGNED in the generic functions that uses NEDepthwiseConvolutionLayerNativeKernel. Change-Id: I74a99e1476cb1ebd2078e076ab2bea703949527b Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2552 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-01-15COMPMID-2759 add support for QASYMM8_SIGNED to CLFullyConnectedLayerSang-Hoon Park
Change-Id: I7092390b01a56065a442be0d14e2f9bfce2cdc9c Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2583 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-14COMPMID-2991: Add support for QASYMM8_SIGNED in CL kernels/functions - part 2Michele Di Giorgio
Adding support for QASYMM8_SIGNED to the following CL kernels/functions: - CLActivationLayerKernel/CLActivationLayer - CLComparisonKernel/CLComparison - CLConvertFullyConnectedWeightsKernel/CLConvertFullyConnectedWeights - CLDeconvolutionLayerUpsampleKernel/CLDeconvolutionLayerUpsample - CLDepthToSpaceLayerKernel/CLDepthToSpaceLayer - CLDequantizationLayerKernel/CLDequantizationLayer - CLGEMMMatrixVectorMultiplyKernel - CLNormalizePlanarYUVLayerKernel - CLPReluLayer - CLPixelWiseMultiplicationKernel/CLPixelWiseMultiplication - CLPoolingLayerKernel/CLPoolingLayer Change-Id: I874bbb7c2b08baa9c5ff4c9e6bc8778b42a6bec5 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2539 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-14COMPMID-2755: update CLConvolutionLayer's doxygen and test for QASYMM8_SIGNEDSang-Hoon Park
Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Change-Id: Ida6ebd2c1ed46d038e13bfbea0306de660dd147b Reviewed-on: https://review.mlplatform.org/c/2585 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-01-14COMPMID-2790: Add support for QASYMM8_SIGNED in CLGEMMLowpMatrixMultiplyCoreManuel Bottini
Change-Id: Ifdaeb53c512ba697f174649c026075010f54f628 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2472 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com>
2020-01-14COMPMID-2994: Add support QASYMM8_SIGNED in NEElementwiseSquareDiffmorgolock
Updated interface documention and added precommit tests. Change-Id: I6d4fe250eb72d3daff977e5a98c1086692e3654a Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2580 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-14COMPMID-2769: Add support for QASYMM8_SIGNED in NEFullyConnectedLayerMichele Di Giorgio
Change-Id: I4c35c522375ae5a5de78716e079ebb9ffad15956 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2581 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-01-14COMPMID-2727: Add support for split sizes in NESplitKurtis Charnock
Signed-off-by: Kurtis Charnock <kurtis.charnock@arm.com> Change-Id: I14cb2711f3a02bd5f50976cb78fe5865e2062891 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/214133 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2433 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-13COMPMID-2728: Add support for split sizes in CLSplitKurtis Charnock
Signed-off-by: Kurtis Charnock <kurtis.charnock@arm.com> Change-Id: I69ea9e812478904c3e10379bb5943d534c45f942 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/214132 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2432 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-01-10COMPMID-2994: Add support QASYMM8_SIGNED in NEElementwiseMinmorgolock
Change-Id: Ic5b8c69b90fdad8e7585169c8d4eae449162121d Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2570 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-10MLCE-139 add align_corners parameter handling to CLScaleSang-Hoon Park
Change-Id: I9d6047c306d7928258d5168eb4bfb96b09d2608f Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2569 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-10COMPMID-2799 Add support for QASYMM8_SIGNED in NECastLuca Foschiani
Change-Id: I671d645cb458bfd5820192156c86cc8d6182fb5a Signed-off-by: Luca Foschiani <luca.foschiani@arm.com> Reviewed-on: https://review.mlplatform.org/c/2553 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-01-09COMPMID-2753: Add support for QASYMM8_SIGNED in CL kernels/functionsManuel Bottini
Change-Id: I7ed2d43f33458ba0571323f6fa9dc2e45fcd672a Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2516 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-01-09COMPMID-2994: Add support QASYMM8_SIGNED in NEElementwiseMaxmorgolock
Change-Id: I8261558384ae028f7f016dfd6715de140f0b6445 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2528 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-01-08MLCE-139 add align_corners parameter to NEScaleSang-Hoon Park
Change-Id: I497ceb54c5fd8af1af8c529f90fd5a00a45263c8 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2538 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: Pablo Marquez <pablo.tello@arm.com>
2020-01-06COMPMID-2757: Add support for QASYMM8_SIGNED in CLDepthwiseConvolutionLayerMichele Di Giorgio
Change-Id: I1f292f98bc3a213ba5b26ac88aa78160c809cb87 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2540 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-20COMPMID-2608: Enable quantization with multiplier greater than 1 on NEONMichele Di Giorgio
Change-Id: Ib2b0c9ac88fc2b645f478c9981f71ee28f2c77fd Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2425 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-13COMPMID-2811: QASYMM8_SIGNED support in NEPixelwiseMultiplication.Pablo Tello
Change-Id: I4e52bd55fc9804796f47fab04859961d846f4ceb Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2459 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-11COMPMID-2855: CLReduceMean throws error for invalid configsPablo Tello
Change-Id: Icc198a6db7dc79230972e12f226fa6fa1d9de6cb Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2452 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-11COMPMID-2754: Add support for QASYMM8_SIGNED in NE kernels/functions.Georgios Pinitas
Kernels/Functions extended support: - NEBatchToSpaceLayerKernel/NEBatchToSpaceLayer - NEChannelShuffleLayerKernel/NEChannelShuffleLayer - NECol2ImKernel/NECol2Im - NEConvertFullyConnectedWeightsKernel/NEConvertFullyConnectedWeights - NECopyKernel/NECopy - NEConvolutionLayerReshapeWeights - NEDepthToSpaceLayerKernel/NEDepthToSpaceLayer - NEFlattenLayerKernel/NEFlattenLayer - NEFillBorderKernel - NEFullyConnectedLayerReshapeWeights - NEGatherKernel/NEGather - NEGEMMInterleave4x4Kernel - NEGEMMTranspose1xWKernel - NEIm2ColKernel/NEIm2Col - NEMemsetKernel - NEPadLayerKernel/NEPadLayer - NEPermuteKernel/NEPermute - NEReverseKernel/NEReverse - NEReorgLayerKernel/NEReorgLayer - NEReshapeLayerKernel/NEReshapeLayer - NESplit - NESlice - NEStridedSliceKernel/NEStridedSlice - NESpaceToBatchLayerKernel/NESpaceToBatchLayer - NESpaceToDepthLayerKernel/NESpaceToDepthLayerKernel - NEStackLayerKernel/NEStackLayer - NETileKernel/NETile - NETransposeKernel/NETranspose - NEWidthConcatenateLayerKernel/NEHeightConcatenateLayer - NEHeightConcatenateLayerKernel/NEHeightConcatenateLayer - NEDepthConcatenateLayerKernel/NEDepthConcatenateLayer - NEBathConcatenateLayerKernel/NEBatchConcatenateLayer Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ia070332ad4c4dbced2541dc46f7f2f3a86833b65 Reviewed-on: https://review.mlplatform.org/c/2442 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-12-05COMPMID-2798 Add support for QASYMM8_SIGNED in NEArithmeticSubtractionMichalis Spyrou
Change-Id: Ib90e0ce46f8dc006827d9ee9d95cf14e8b7832ad Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2415 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-12-05COMPMID-2796: Add support for QASYMM8_SIGNED in NEActivationLayer and ↵Michalis Spyrou
NEPReluLayer Change-Id: I089fd19a6beab7779d690bc9ace327f661c2753d Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2407 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-12-05COMPMID-2959: Update NE/CL Permute documentation.Georgios Pinitas
Clarify that any permutation vector is supported by NE/CL Permute as long as its rank is not greater that 4 Change-Id: I4d2761f76131277d331b2f8bd69bd6dc3a2bb30d Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2417 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-04COMPMID-2826 Comply with DCL51-CPPMichalis Spyrou
Rename all header guards to be compliant with DCL51-CPP Change-Id: I47b09375bb1b8d39d80c275ce69a3f25fb385d75 Signed-off-by: Michalis Spyrou <micspy01@e123758.cambridge.arm.com> Reviewed-on: https://review.mlplatform.org/c/2393 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-04COMPMID-2764: Add support for QASYMM8_SIGNED in NEConvolutionLayer.Georgios Pinitas
Change-Id: I8fbbd2e399f48968337a60147098d04f27c2d1c0 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2402 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-12-04COMPMID-2797 Add support for QASYMM8_SIGNED in NEArithmeticAdditionMichalis Spyrou
Change-Id: Ie1abf7839d40ffcdc9748c5a3baee7c00cabad21 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2413 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-03COMPMID-2794: Add support for QASYMM8_SIGNED in CLGEMMLowpOutputStageManuel Bottini
Change-Id: I93ad3e5b9531ce1699214ff6e657a76ffdaacedd Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2396 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-03COMPMID-1816: Use parallel reduction on 0 axis in CL ARG_MIN/ARG_MAXManuel Bottini
Introducing new CLArgMinMax kernel Change-Id: I0b8254207cc3859d19ceef9b6429cf5c1c586db0 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2202 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-11-28COMPMID-2609: Enable quantization with multiplier greater than 1 on OpenCLMichele Di Giorgio
Change-Id: I050f1f84e214e61f7cbb0197a672b68a4940edae Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2158 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2019-11-27COMPMID-2805: Add QASYMM8_SIGNED support in NEGEMMLowpOutputStageGeorgios Pinitas
Add support from requantizing down from S32 to Int8 with fixed point requantization. This involves the following: - Compute fixed point multiplication between each entry of input by result_fixedpoint_multiplier - Add bias to final result if bias tensor is not a nullptr - Round to nearest division by a power-of-two using result_shift - Add offset to each result - Clamp the value between the specified min and max bounds - Cast to int8 data type Change-Id: I641b3fac0833c568d8565ccb859bbc561a24c17d Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2340 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-22COMPMID-2855: NEReduceMean throws error for invalid configsPablo Tello
Change-Id: I600507d0de19d7da6c1a13edcfff0a11ea6b5264 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2254 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: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com>
2019-11-21COMPMID-2152: Implement Fill for NEONKurtis Charnock
Exposes NEMemsetKernel as a function to allow a tensor to be filled with a constant value. Signed-off-by: Kurtis Charnock <kurtis.charnock@arm.com> Change-Id: Iaf1914077afeab2f8cd9f61f7a167efe108fa0ca Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/212389 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2318 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-11-21COMPMID-2151: Implement Fill for CLKurtis Charnock
Exposes CLMemsetKernel as a function to allow a tensor to be filled with a constant value. Signed-off-by: Kurtis Charnock <kurtis.charnock@arm.com> Change-Id: I1aa75e9e3406ae28399ab817132b1f9faae1f9b6 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/211486 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/2317 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2019-11-14COMPMID-2309 : CLConvolutionLayer: support QUANT8_SYMM_PER_CHANNEL filtersVidhya Sudhan Loganathan
Change-Id: I16f6758b768ede404a064db057302ded706e1e8a Signed-off-by: Vidhya Sudhan Loganathan <vidhyasudhan.loganathan@arm.com> Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2215 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-11-13COMPMID-2921 Performance regression on NEON Int8Giorgio Arena
Change-Id: I60ede3e8aeec678a9fb0d8d0f05a8048ab1ced7c Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/2285 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-11-12COMPMID-1730: Document best practicesMichele Di Giorgio
Change-Id: I720a3beeb0c6503938f637b42fc45741e4aa1ab5 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2263 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-12COMPMID-2895: Remove QASYMM8_PER_CHANNEL data typeGeorgios Pinitas
Change-Id: I2d1b77370f8eceeaeae95306b4db5d90ababb76f Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2266 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-12COMPMID-2671 use Signed32 for default output data type of ArgMinMaxSang-Hoon Park
Signed32 is used as data types before and after reshaping of ArgMinMax. Change-Id: I230af43a931d4e106de6c72f716ced1dab511084 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2262 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2019-11-11COMPMID-2853: VGG16 regression for fp32Georgios Pinitas
* Caps dynamic scheduling granule to a max number Change-Id: I35a9239bc9984dbc1b416c40c4c1b4ac7f5808bd Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2223 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-11-06COMPMID-2308: NEConvolutionLayer: support QUANT8_SYMM_PER_CHANNEL filtersGeorgios Pinitas
Change-Id: Ic1bf5f0d21ccd525f84213a360f7e199d7f50577 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2177 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-11-06COMPMID-2862: remove forward declaration of ReductionOperationSang-Hoon Park
For simpler client code development using ArgMinMax, the forward declaraion of the class is removed and the required header file is included. Change-Id: I4e7671cb9c9db7fb31c228c6a986bd45ed726478 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2214 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-01COMPMID-2549: Add GLES Runtime Context interfaces.Georgios Pinitas
* Creates interfaces and concrete classes * Ports GCActivationalLayer * Adapts test framework and relevant tests Change-Id: Ide36cd65ebf185958db3c4a5bebd630fcb2f39b3 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2199 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-31COMPMID-2266: [CL] add support for Log SoftmaxSang-Hoon Park
Change-Id: I4a8f3519328553e24cbb4fe45a8ca4d47c90975d Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2182 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-30COMPMID-1671: Allow fp mixed precision in CLFCLayer.Georgios Pinitas
Adds the ability to request accumulation in float instead of half to avoid any accuracy related issues. Change-Id: I97de27fa36853834cd9eb69c0077e1cb1e6dd5ec Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2173 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2019-10-30COMPMID-2707: add keep_dims parameter to Reduction OperationSang-Hoon Park
The added parameter is used to decide whether or not to keep the target dimension of reduction operation. ArgMinMax operations will always remove the reduced dimension. Following things are updated to support the parameter. - [CL/NEON] functions and reference kernel - [CL/NEON] ArgMinMax function to use ReductionOperation function - [CL/NEON] validation test suite for Reduction and ArgMinMax operations to validate the added parameter - ReductionOperationFixture is modified NOT to pre-populate output tensor and now relies on underlying kernel/function. - Adjust CL validation test suite for Reduction operation to remove excessive test cases with axis values beyond input tensor's dimension. Change-Id: I3e24d276ed469a4201f323001708f0c525f11c4f Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2167 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>
2019-10-30COMPMID-2306: CLDepthwiseConvolution: support for QUANT8_PER_CHANNEL_SYMMMichele Di Giorgio
Change-Id: I18c886400daa2dcba0b91011bc4e503d807a4732 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2143 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-10-29COMPMID-1889: Fuse bias addition and output stage in CLFCLayer.Georgios Pinitas
Delegates bias addition and output stage calculation in CLGEMMLowp/CLGEMM respectively. Change-Id: Ifd1f75b34eae766d3df80f07aec35fab45733e0b Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2175 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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