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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>
2020-01-06COMPMID-2768: Add support for QASYMM8_SIGNED in CLElementWiseOperationsKurtis Charnock
Signed-off-by: Kurtis Charnock <kurtis.charnock@arm.com> Change-Id: I94318cecc6761794be0171a00d729cc8c460cb7b Reviewed-on: https://review.mlplatform.org/c/2426 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-06COMPMID-2801: Add support for QASYMM8_SIGNED in ↵Michele Di Giorgio
NEDirectConvolutionLayerOutputStageKernel Change-Id: Ib047dd1024b8ecac60e2d368cb161ca418c933ff Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2503 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>
2020-01-06COMPMID-2999: Nighliy Build Failure [655] - Bare metal build for armv7Michele Di Giorgio
Change-Id: I42f06fd2520a7efe5e6d40f7f9829e3d33c9e387 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2534 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-01-02COMPMID-2998: NEON/GEMMConvolutionLayer/Quantized/QASYMM8_SIGNED failing on ↵Michele Di Giorgio
32-bit Change-Id: If8a705ba09f184e264c37453ffbee591f45e7cba Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2524 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-30COMPMID-2979 Remove padding from NEWinogradLayermorgolock
Change-Id: Iaa1f6156d72be820ecc5563640b597b9e7f1c944 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/2521 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-23COMPMID-2996: Nighliy Tests Fails [645] - ↵Michele Di Giorgio
CL/DepthwiseConvolutionLayer/Quantized/ Change-Id: Ibdd714eef7ebc3a030235c312ac10ef9434fba0a Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2519 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-20COMPMID-2773 [NE] add support for QASYMM8_SIGNED to QuantizationLayerSang-Hoon Park
Change-Id: Ib692a79228fd85ee600c212d77439ca38d71f332 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2377 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-12-20COMPMID-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>
2019-12-20COMPMID-2816: Add support for QASYMM8_SIGNED in ↵Michele Di Giorgio
CLDepthwiseConvolutionLayer3x3 kernels Change-Id: Iff5a3bec50bee492127f09635b2b5957a6f9307d Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2509 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-12-20COMPMID-2807: Add support for QASYMM8_SIGNED in NEGEMMMatrixVectorMultiplyKernelMichele Di Giorgio
Change-Id: I8d33969dfc61c9a3793954cc12d22f24fb9117f0 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2513 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-12-20COMPMID-2819: Retain data layout in NESpaceToDepth and NEDepthToSpaceGeorgios Pinitas
Retain layout from configuration to execution as following configuration might alter tensor meta-data in client code. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ifdbb285809956b966ea534ab3ab231911a307cc0 Reviewed-on: https://review.mlplatform.org/c/2512 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-20COMPMID-2763 [CL] add support for QASYMM8_SIGNED to SoftmaxLayerSang-Hoon Park
Change-Id: I4556bde3aa51eb874a4e674dbbd575fa4491c088 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2375 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>
2019-12-20COMPMID-2819: Restrict cases where optimized NEPadLayer runs.Georgios Pinitas
Restricts the optimized path for NEPadLayer on int8 inputs to run only when both input and output do not have any virtual padding, to honor all the kernels assumptions. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I4debf872b5534d8dcec6d34e1c6114e58ce9dbb2 Reviewed-on: https://review.mlplatform.org/c/2494 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>
2019-12-20COMPMID-2775 [NE] add support for QASYMM8_SIGNED to SoftmaxLayerSang-Hoon Park
Change-Id: Ic46d4143929c8c9b548355d85c78542faf25d612 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2376 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2019-12-20COMPMID-2767 [NEON] add support for QASYMM8_SIGNED to DequantizationLayerSang-Hoon Park
Change-Id: If5b21d1e656b21baf39346c2fd74e8edc75007f5 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2429 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2019-12-19COMPMID-2980 (Nightly) armv7a build failuresMichalis Spyrou
Change-Id: I8c2a20fc345694d1ad6e0fe63e4f22fb73e6c1df Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2463 Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-19COMPMID-2819: Retain configuration step data layout to avoid side-effects.Pablo Tello
Configuring functions serially can lead to side-effects in tensor attributes. One of them is the data layout changing in case functions share same IO tensors. Retain DataLayout used during configuration. Change-Id: Ic8594300dc428282f4f9b9196f0d64842b6c1868 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/217277 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/2505 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-19COMPMID-2819: Retain configuration step data layout to avoid side-effects.Georgios Pinitas
Configuring functions serially can lead to side-effects in tensor attributes. One of them is the data layout changing in case functions share same IO tensors. Retain DataLayout used during configuration. Change-Id: I17538ce08b86df6986f0fcf21fa6544fbd5bd74b Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2470 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2019-12-18COMPMID-2819: Update data type auto_init in Elementwise kernels.Georgios Pinitas
Auto initialization functionality is updated in elementwise kernels to check both data types in order to reason for the output data type configuration. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ic08b5567d08a3aaca00942acbdbc8aee19686617 Reviewed-on: https://review.mlplatform.org/c/2495 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-12-17COMPMID-2819: Perform sqrt in double domain for L2 pooling.Georgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I51d50ceda903c4322b659cd872d041d7db73c335 Reviewed-on: https://review.mlplatform.org/c/2481
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-2819: Remove invalid check in NEDirectConvolutionLayerOutputStageKernelGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ife0d6e5e2a1c7fd2d76302053676de05446bdb02 Reviewed-on: https://review.mlplatform.org/c/2441 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: 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>
2019-12-11COMPMID-2974: VTS Test failure in CLConvolutionLayer quantized per-channel ↵Michele Di Giorgio
with multiplier == 1 Change-Id: I568aa17390af6eeef115171b6103703644b42762 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2410 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-11COMPMID-2841: Enable aarch32 buildsGeorgios Pinitas
Decouples the execution state from the architecture. Now architectures can be set as (armv7a, armv8a, etc) and execution state using the `estate` flag with the following options (auto, 32, 64). Change-Id: Ie7f757b3565495a39c7e20fb350a72fd9c5a2a4f Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2438 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-12-06COMPMID-2779: Add support for generating synthetic int8 graphs.Georgios Pinitas
Adds SyntheticDataTypeMutator, which is responsible for mutating graphs to int8 and thus enable performance analysis on a wider range of models. Change-Id: I9a00f0ae59421ab11952660f5115b5dcd9314aaf Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2418 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-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>
2019-12-04COMPMID-2305: NEDepthwiseConvolution 3x3: support for QUANT8_PER_CHANNEL_SYMMGiuseppe Rossini
Change-Id: I9a917cff6a089ce6ae16fb4e6066a4194e2e9487 Signed-off-by: Giuseppe Rossini <giuseppe.rossini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2241 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@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-2962 Fix compiler warnings for g++8Michalis Spyrou
Change-Id: I410c4c54577c1f253597821b1ec6cc40d936b96f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/2406 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-2795 [CL] allow QASYMM8_SIGNED in GEMMLowpMatrixMultiplyKernelSang-Hoon Park
Change-Id: I3f6f9c7d1f9ea2f919bacd27c0b8c5aa1433980a Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2404 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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>
2019-12-03COMPMID-2793: Add support for QASYMM8_SIGNED in ↵Michele Di Giorgio
CLGEMMLowpMatrixMultiplyReshapedOnlyRHSKernel Change-Id: I8abfdd3372cc394b98ec038b9fcb4abfe9216894 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2401 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-12-03COMPMID-2819: Fix output stage kernel dispatch selection.Georgios Pinitas
Change-Id: Icd3d450d55cb29e6867e1d8a09f015b94215a351 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2398 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-11-29COMPMID-2972 OCLGrind complains about scalar rank issueGiorgio Arena
Change-Id: I1b9f34d84aa067c7105bcc8fa426f2a8072a4e5a Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/2389 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@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-2763 convert functions and helpers for QASYMM8_SIGNEDSang-Hoon Park
Helpers and functions are modified to add capabilities to convert from/to QASYMM8_SIGNED. Change-Id: Iadd94f9a8469da77421d6987ce67738cf16a1c52 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/2288 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>
2019-11-27COMPMID-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>
2019-11-25COMPMID-2952: NEON failing with 'bus_error' on 32-bitGeorgios Pinitas
32-bit requires aligned accesses thus enforcing a default alignment of 64-byte when it's not explicitly specified. Change-Id: I4aed2ed4c8147884dcdeabfa3c043c685adc4fd5 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2357 Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-25IVGBENCH-1661: Segfault on FP16 for NEONGeorgios Pinitas
Failures were caused due to integer overflows as mixed calculation between int32_t and uint32_t were taking place. Change-Id: I72efb331c7b3093a71cf83639eb7e89f1c2c29fc Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2356 Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-11-25COMPMID-2700: Use NEON wrapper on SoftmaxLayerManuel Bottini
Change-Id: Id8901e865c9f355dcf7b2a1a539493099591377e Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2186 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@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>
2019-11-22COMPMID-2943: Instance_Normalization VTS test on relaxed mode on GpuAccMichele Di Giorgio
CLInstanceNormalizationLayer assumes there is no padding both on the input and output tensors. Although it is true that the operator itself does not add any padding, other layers might do it, therefore breaking the assumption. Change-Id: Ief7b74017ca0303bfb0670690f6d9ecbd4b9c29c Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/2336 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>
2019-11-21COMPMID-2920: NEInstanceNormalization fails on NHWC validationsManuel Bottini
Improved TensorInfo to accept DataLayout, useful to test the validate functions Removing nighlies tests Moving all vpadds instructions in add.h Change-Id: I96290a6f26272eae865dba48bbc3c6aee4bc0214 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/2287 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>
2019-11-21COMPMID-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>
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