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2020-11-17COMPMID-3978: Nighlty failure NEON Activation Layer mismatches on android armv7aManuel Bottini
Change-Id: I7b0228c9c76bf545dcdda90f873fd93caf487793 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4445 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-17COMPMID-3962: Add Logical And, Or, Not support on NEONGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Iabcd94d1ed6fe8bb27ce93924c35e25f48f39cf1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4438 Reviewed-by: James Conroy <james.conroy@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-11-13COMPMID-3599: Disable direct gemm convolution testing for armv7 for 8bitGeorgios Pinitas
NEGEMMConv2d does not support armv7 kernels for uint8/int8 input. Restrict int8/uint8 testing to aarch64 only. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I3ccbed64b3c7c834f9f9377f48c427f1139d6a26 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4405 Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-11-12COMPMID-3776: Indirect GEMMGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I51a1b0f098bc3a8c408c50c92221e4df3061e12c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4343 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-09COMPMID-2808: Add support for QASYMM8_SIGNED in NEROIAlignLayerSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Id4f4c96e1823a4b27886fee9baf70847172e619c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4335 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-03COMPMID-3638: Move NEON kernelsMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Ieed3e4bc8be7fef80c90c5094599b477a56fc473 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4285 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-10-20COMPMID-3637: Move utility headers from arm_compute to srcSang-Hoon Park
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: If9d6fa8c900b68c4b6fd373f2fc1f9abb83ea917 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4145 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-19COMPMID-3163: Remove padding from NEDepthwiseConvolutionLayerNativeKernelSang-Hoon Park
Change-Id: Ibbd6bee5c6a4ce4f212b207d17a65b9c33bcfa78 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4106 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-10-16COMPMID-3805: Fix SQRT non-zero output for zero inputSang-Hoon Park
- For AArch64, NEActivationLayerKernel uses vsqrt rather than vinvsqrt. - For non-AArch64, it masks values to ensure zero input results in zero output without producing NaN. - Test cases for FP16 and FP32's positive boundary values are added. Change-Id: Ic0104ee5d7045059c2e9bd052616a4a3b43a315d Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4150 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-10-14COMPMID-3172: Remove padding from NEGEMMMatrixMultiplyKernelMichele Di Giorgio
Template parameter has been removed, which reduces the binary size by: - ~4 kB for armv8.2a - ~12 kB for armv8a Change-Id: Ib499a18a4980a3ee7b201507b943f900adf20a73 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4122 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-14COMPMID-3144: Remove padding from NEDirectConvolutionLayerKernelManuel Bottini
Change-Id: I22b907eebfbe037e6e1c7bf604172f4709a9cbed Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4082 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-10-08COMPMID-3170: Remove padding in NEGEMMLowpMatrixMultiplyKernelmorgolock
Change-Id: Ie95442c6c6a145c1a45937b03cbd433bf08e36ab Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4094 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-10-06COMPMID-3181: Remove padding from NEReductionOperationKernelSheri Zhang
COMPMID-3803: Remove padding from NEComplexPixelWiseMultiplicationKernel Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I309fc4ab62bacbca9203d2680a9d6d52f76f70e6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4078 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2020-10-02COMPMID-3145: Remove padding from NEScaleKernelManuel Bottini
Change-Id: I530b12c6270d7dbeb3ef7af62484842ebcb65925 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4000 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2020-10-02COMPMID-3814: Nightly failure - validation build fails for FastCorners, ↵Manuel Bottini
ElementwiseMax, ElementwiseMin, ElementwiseSquaredDiff Change-Id: I3833de3be6c6d573c68d3fee0cf0f42bad260817 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4072 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-29COMPMID-3784 Add broadcast support to S32 NEPixelwiseMultiplicationSiCong Li
Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ifae31c74eb46c561225394a387fc15332423bfa9 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4030 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-09-28COMPMID-3324: Remove configuration testsMichalis Spyrou
Remove configuation tests that use the default data shapes. There is no need to run them since configure will run as part of the actual validation run. Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: If6d88a6ba5e9463fa8c615fcf76a5c07d3049d53 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3638 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-09-15COMPMID-3752: NEPermuteKernel does not support permutations2Michele Di Giorgio
Solves also: - COMPMID-3766: CTS Failures in Transpose Neon + FP16 Change-Id: I9d323f45f49cc0bce9e6329790bcf2f0eeec8572 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3949 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-15COMPMID-3184: Added no padding test for ↵morgolock
NEGEMMLowpQuantizeDownInt32ToUint8ScaleKernel Change-Id: I8c8b499be0a09886b701a4f678b40e57f2c48dd8 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3990 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-11COMPMID-3764: Failures on fp16 for L2NormalizationLayer when zero inputsGeorgios Pinitas
Alter the default lower bound used for the norm from 1e-12 to 1e-6 to be representable by the half precision dynamic range. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I8d3103b8345eb4c464a76b4f4ba5ef596d81da93 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3960 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-10COMPMID-3583: Add S32 support to NEElementwiseDivisionGeorgios Pinitas
Division follows the flooring division approach where for example 5/2=2 while -5/2=-3 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I65756e0b31fe8d97f743a4c13dc5f96304722f75 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3929 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-09COMPMID-3774: Investigate NEReduceMean QASYMM8_SIGNED nightly failureMichele Di Giorgio
Tolerance issue due to requantization. The NEON implementation does all computations in float when input and output quantization info are different and reduction on multiple axes is required. On the other hand, the reference performs the first reduction in float, then requantizes and then performs the remaining reductions in the quantized domain using the output from the first redcution. This causes small discrepancies in few cases, hence increasing the tolerance. Change-Id: Ib862f599ce3924cbad651bab77227d52e15eff88 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3937 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-09COMPMID-3581 Add S32 support to NEPixelWiseMultiplicationSiCong Li
* Add S32 support to NEPixelWiseMultiplication and NEPixelWiseMultiplicationKernel * Scale == 1/255 is not supported for S32, as on non-aarch64 the precision requirement is not met, and scale is a non-standard parameter anyway. * Fix the data types validation logics to also test for all invalid data type combinations. * Add validation tests for S32 NEON PixelWiseMultiplication * The wrap tolerance for ScaleOther (scale == 1/2^n) cases is set to 1 instead of 0 because the reference uses floating point division followed by rounding, which is isn't bit accurate. Change-Id: I28839afda7a4f98c985d1763620e08d98f740142 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3923 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-07COMPMID-3580 Add S32 support to NEArithmeticSubtractionSiCong Li
* Fix convert policy validate logics and add missing validate test * Add S32 support to NEArithmeticSubtraction and NEArithmeticSubtractionKernel * Add S32 validation tests Change-Id: I1b6cb15b024613c202fe9f17747a83da43a5ddcf Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3908 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-09-07COMPMID-3154: Deprecate NE/CL LocallyConnectedLayerGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ia7516fadcf3df072abf9b83aef4d9939212ce082 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3918 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-04COMPMID-3157: Remove padding from NEGEMMTranspose1xWKernelGian Marco Iodice
- Remove padding from NEGEMMTranspose1xWKernel - Extend test for validating zero padding requirement Change-Id: I9ce4ca95a500229b045dc140cfff21fdf7373700 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3920 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-03COMPMID-3143: Remove padding from NEGEMMInterleave4x4KernelGian Marco Iodice
- Remove padding from NEGEMMInterleave4x4Kernel - Extend test for validating zero padding requirement Change-Id: I94abc271e005f9dd6e1721b185631f55f598dbfd Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3915 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-28COMPMID-3504: Add support for BOOL in NEON comparison operatorsMichele Di Giorgio
Change-Id: I81b0c2482bc20b1ab5124ed6179bb94cbced7875 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3869 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-25COMPMID-3694 COMPMID-3695 COMPMID-3458: Softmax AxisSiCong Li
* Properly support "axis" in CL and NEON (and GC) SoftmaxLayer and LogSoftmaxLayer in accord with mainstream frameworks. Axis now defines the dimension on which softmax is performed, and supports the range [-rank, rank) * Extend validation tests to include valid and invalid axes * Remove unnecessary LogSoftmaxLayer fixture, as it is only a specialisation of the SoftmaxLayer fixture * Change the validation fill value range from [-1000, 1000] to [-10, 10], as the former often results in sparse outputs with a single one and zeros elsewhere Change-Id: I8a0040453182b04ed88260de3ba434e98258d863 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3830 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2020-08-25COMPMID-3749: Adjust FP32 tolerance for NEScale validationSang-Hoon Park
To prevent unexpected failures caused by some cases, the bigger tolerance value is used, which is matched to CL's relative tolerance value. Change-Id: If6e3bc2f30651c54769dcd8dd647a3233a88c488 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3826 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-19COMPMID-3502: Add support of different quantization input/output for ReduceMeanManuel Bottini
Change-Id: If9a5c6ee3902a7381f4117e473adbddf006f3347 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3731 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-08-07COMPMID-3656: Disabled reduce_axis in LOG_SOFTMAX and SOFTMAXmorgolock
Our implementation of reduce_axis is only compliant for default_axis. Validate will throw an error when trying to use a different axis. Change-Id: I4c02aa055bb4474593a3114ec9c83884d3c9120f Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3658 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com>
2020-07-28COMPMID-3385: Async support to CLArithmetic* kernels/functions Pt.2Michalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Idc5ac2dd2ba5295c00c88b44a783645327a27e15 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3617 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-28COMPMID-3575: Mixed preicision in NEInstanceNormalizationLayerKernelSang-Hoon Park
In order to fix the issue caused by the limited precision of FP16. mixed precision (float accumulator) is introduced to NEInstanceNormalizationLayerKernel. Since the reference kernel is doing the mixed precision, currently mixed preicision computation is default when it is called from NEInstanceNormalizationLayer. - Make NEInstanceNormalizationLayerKernel use kernel descriptor to enable mixed precision computation - NEInstanceNormalizationLayer is modified to use the descriptor Change-Id: I7766622d715df054e303f9b441380b15b51f02b2 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3589 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-21COMPMID-3600: MUL unit test failing with data type QUANT8_ASYMMSheri Zhang
Add broadcast support for NEPixelWiseMultiplicationKernel with QASYMM8/QASYMM8_SIGNED Add test case for QASYMM8 broadcast Fix QASYMM8 saturation issue Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ie67cfa8b94ab542133b031efbff8379cc57cfc2d Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3586 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2020-07-17COMPMID-3576: Nightly failure: NEON/PoolingLayer/Float/FP16/MaxUnpooling S10Sheri Zhang
Extend NEPoolingLayer max pooling to extract indices for FP16 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I5a7c754be353e4c2c5d0ab3794e9427408d0c4fa Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3580 Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-14COMPMID-3374: Remove memory state from NEConcatenateLayer kernelsGeorgios Pinitas
* Allow the following kernels to accept backing memory at run-time: * NEBatchConcatenateLayerKernel * NEDepthConcatenateLayerKernel * NEHeightConcatenateLayerKernel * NEWidthConcatenateLayerKernel * Allow the following functions to accept backing memory at run-time: * NEConcatenateLayer Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ib0b6714cff7f06a52dc74d294bc3e0d72a1c2419 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3569 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-14COMPMID-3589: ADD CTS test failing with data type QUANT8_ASYMMMichalis Spyrou
Pick the correct scales and offsets in case of broadcast. Added tests for quantized QUANT8_ASYMM. Change-Id: I04e90b8ae1f624b12bbdcf6ed9187e58b9135c85 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3562 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-13COMPMID-3531: fix index offset overflows in NEDirectConvolutionLayerKernelSang-Hoon Park
When a large input and kernel is used, the computation of "max_offset" variable can overflow. Adjust types of the variable as well as the variable compared with for consistency. The test spotted the overflow is added to nightly suite. Change-Id: I2f114e4b49167889a6d3729c71823c089d6f42e3 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3527 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-09COMPMID-3324: Adjusting capitalization of Arm copyright claim to reflect Arm ↵Michele Di Giorgio
preferred presentation Change-Id: Ib7dcfcbb24b408999dfae366b9da396485aacf78 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3525 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-06COMPMID-3534: Add NEGEMMConvolutionLayer tests for QASYMM8_SIGNED inputSang-Hoon Park
Change-Id: Ibd54d9d8324fe906077c181ecf227e44f3035744 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3511 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-02COMPMID-3477: Remove padding from NEPixelWiseMultiplicationKernelSheri Zhang
Remove padding from all NEPixelWiseMultiplicationKernel functions. Add test case for U8_U8_S16(input1,input2,output). Add reference code for U8_U8_S16(input1,input2,output). Remove window shrink test from NormalizationLayer. Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I28d89790c5527a42f918814a0ee3d6ec4c273532 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3468 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-07-01COMPMID-3153: Remove padding from NENormalizationLayerKernelManuel Bottini
Change-Id: Ib84308ea18bfa31ffbc3269a1f005d7d302139f7 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3350 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-06-30COMPMID-3539: Ignore align_corners for scaled size of 1Sang-Hoon Park
Scale kernels failed to validate when align_corners is true for scaled output size 1. Change this behavior to ignoring align_corners value to be aligned with expected behavior of higher-level frameworks. Also the minimum output size generated by the fixture for Scale kernels is changed to 1. Change-Id: Ib8e479af8bc43de3780005545f0c53fe195dc22e Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3478 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-25COMPMID-3150: Remove padding from NEL2NormalizationLayerKernelGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I7ae0d56f1c1f55c7049509b1f80cc07bdc54c8ec Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3457 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-23COMPMID-3481: In-place computations for ArithmeticSubtractionKernelGeorgios Pinitas
* Add positive/negative API validation tests for both CL/NEON * Add unit-tests for both CL/NEON Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ie33df7a9d30eaccad69dd6c3b48a305bcc023bfc Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3441 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-22COMPMID-3479: Perform in-place computations in NEElementwiseUnaryKernelManuel Bottini
Change-Id: I2102bfe95c2c2335bb587842f9d860cf939a9026 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3315 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-22COMPMID-3482: add in-place computation tests for NEPixelWiseMultiplicationSang-Hoon Park
- Add validate tests for in-place computation - Add in-place combination to existing test cases - Nightly with LargeShapes are removed as SmallShapes dataset is giving enough size to test multiple iterations of loop (Each iteration uses 16B vector size). - CL test suite has been adjusted with dummy in-place parameter to maintain shared fixture compatibility. Change-Id: I3008691332027dcd306ffd069895e66d626c7696 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3422 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-19COMPMID-3480: Enable in-place elementwise operations in graph APIMichele Di Giorgio
Change-Id: Id13d4f9860f25eeb8c4188ac9248653c4f7c1dc2 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3349 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-18Revert "COMPMID-3480: Perform in-place computations in ↵Michele Di Giorgio
NEArithmeticAdditionKernel" This reverts commit 4a61653202afb018f4f259d3c144a735d73f0a20. Reason for revert: We will allow in-place computations by providing the same input1 (or input2) as output, thus avoiding changes in the interface. Change-Id: I7c8669e207e15731dc26dc366150bf960508a879 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3035 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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