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2020-10-21COMPMID-3599: Use tuple instead of pairs in backend function creationGeorgios Pinitas
Change-Id: I361f455c9c5e0b8a2316652b5b65d6691a9f153e Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4220 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-21COMPMID-3712 Remove OpenCL padding: CLDepthwiseConvolutionLayer3x3NHWCKernel ↵Giorgio Arena
FP16/32 Removed unused N from partial block loading macro Created utility to assert change in padding Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Ifdd30c66dbf5f2842c6b2d939000613d5011708e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4192 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-20COMPMID-3715: Remove OpenCL padding - CLElementwiseOperationKernelManuel Bottini
Change-Id: I8a685d4ac5de747a0f775bd10be9c411cf394953 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4140 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@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-3724: Remove OpenCL padding: ↵Michele Di Giorgio
CLGEMMLowpQuantizeDownInt32ScaleByFloatKernel COMPMID-3725: Remove OpenCL padding: CLGEMMLowpQuantizeDownInt32ScaleKernel Change-Id: Idea5974a56861efae3bc255f1224c7f1e88f3650 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4182 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-15COMPMID-3599: QASYMM8_SIGNED missing from supported datatypes in CLDepthwiseConvmorgolock
Change-Id: If53883089a37927f04264269d021e734b526cac2 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4156 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-10-14COMPMID-3829: Create CLGEMMLowpQuantizeDownInt32ScaleByFixedPointKernel and ↵Michele Di Giorgio
remove padding from related OpenCL kernels Change-Id: I0b0be8fcccf511c7214e83ba6aa8d0e901bc4f3c Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4146 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@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>
2020-10-07COMPMID-3703 Remove OpenCL padding: CLActivationLayerKernel + create utility ↵Giorgio Arena
macro Change-Id: I73edadc7299247e7bc51ae37c00d3709023da44a Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4073 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-07COMPMID-3599: Fix missing break in TypePrinterMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I76becae6d15fe05f0c72dd4bb6bfee8c75a247d5 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4098 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-10-07COMPMID-3637: Move wrapper to srcGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I524b0c4b49c7a7035b7d078b9585d77b0d438e10 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4083 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: 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-3183: Removed padding NEGEMMLowpReductionKernelmorgolock
Change-Id: Ibf7741ffdefcceb9683c919e79302fc35c36ea65 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4031 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2020-09-30COMPMID-3802: Remove templates from NEDirectConvolutionLayerOutputStageKernelMichalis Spyrou
Removing bool template reduces the binary size by 20Kb. Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I652cea7d320a00b6c6e44cdacb61e77f3c10e56a Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4053 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: 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>
2020-09-23COMPMID-3773: Fix the accumulation of projection in QLSTMSang-Hoon Park
The "output_state_in" (previous output state) tensor is used for accumulation of projection. The argument for the tensor given to configure() has to be changed to non-const since CLTensor needs to be non-const for map() function call for data copying. Even though NEON-side doesn't need the same change, it has been done for consistency. Change-Id: Ifba0ab6dc8260c468e9f087bf51824daefbab7a3 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4018 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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-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>
2020-09-09Add Reduction operation layer node to graph APIthecha01
Signed-off-by: thecha01 <theo.charalambous@arm.com> Change-Id: Ida819fb8c33790cc9da6d69eeb51e0599269197a Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3931 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-09Add L2Normalize layer node to Graph APIthecha01
Signed-off-by: thecha01 <theo.charalambous@arm.com> Change-Id: I5cd26a8829060563d63d8c53e5148631ee053eca Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3912 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-08COMPMID-3767: Align documentation with trademark rulesMichele Di Giorgio
Change-Id: Id2794f2142e21522283a423f0208dc1022036c79 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3942 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-09-08COMPMID-3151: Remove NEDepthwiseConvolutionLayer3x3KernelGeorgios Pinitas
Prefer NEDepthwiseConvolutionLayerNativeKernel as it has a native format of NHWC avoiding extra transformation to the NCHW domain. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: If5d8de11691b8ef7f4c3816941f87417d0c8646b Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3930 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-07Add ArgMinMax layer node to Graph APIthecha01
Change-Id: I2ccb2c65edd2932b76e905af3d747324b65c2f7f Signed-off-by: thecha01 <theo.charalambous@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3910 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-09-07COMPMID-3748: Compiler issue with Bfloat16 on gcc8Georgios Pinitas
Treat bf16 memory on memset as raw memory by casting to void*. This hides the class-memaccess warning and is safe for the current class layout of arm_compute::bfloat16 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I5e242827d3737b4491d29abe7570eefee5b6edc1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3928 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: 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>
2020-09-04Add StridedSliceLayerNode to graph APIthecha01
Signed-off-by: thecha01 <theo.charalambous@arm.com> Change-Id: I6d6fb2b053c74e35a86841621486bc0cd34b12b3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3911 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-04Add DepthToSpace layer node to Graph APIthecha01
Change-Id: I5db780fb9c94160130e9986bbfc739124bfa8041 Signed-off-by: thecha01 <theo.charalambous@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3914 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-03COMPMID-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-3770: Add batch size in the OpenCL GEMM kernel selectionGian Marco Iodice
Change-Id: Ia3030ea701e9ceb2ef567e0258e8f478e18b8b55 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3871 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: 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>
2020-08-28COMPMID-3670 Extend cl image support to f16 in CLGEMMReshapeRHSMatrixKernelSiCong Li
Change-Id: Ic0569fe9ed99e61084b601ce84ddc7ef288d1899 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3852 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: 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-3661: Added multidimension support to OMP scheduler.morgolock
Change-Id: Iedacf7094896f08d7c2847c8fb99bd7153deba2c Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3809 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-08-25Fix EltwiseLayerNode and QuantizationLayerNodethecha01
- Fixed issue where EltwiseLayerNode would base output shape off of first input tensor only - Allow QuantizationLayerNode to use any quantized data type if specified in constructor Signed-off-by: thecha01 <theo.charalambous@arm.com> Change-Id: Ib93470316799028cd573592a3d79943493eaa093 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3737 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: Manuel Bottini <manuel.bottini@arm.com>
2020-08-24COMPMID-3655: PixelWiseMultiplication incorrectly validated in GraphManuel Bottini
Change-Id: Iaae7c3fb8812c9a0c9547dfa28dda7810a81de82 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3727 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: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-08-24Add support ElementwiseMax operator in graph APIthecha01
Signed-off-by: thecha01 <theo.charalambous@arm.com> Change-Id: I764f1eabb6412350eb719cc755b8777efc7d70a1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3736 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-08-24COMPMID-3747 Remove unnecessary and problematic constness from non-static ↵SiCong Li
private members * These classes could not be moved or assigned to prior to the change Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I4c9d97726749cb6ba69ddd4f419fb0f63db2261f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3784 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-20COMPMID-3696: Padded dilated Conv2D segmentationSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I8045166d2d3202612fec3f6bf9651f3e6bfcb20f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3783 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Aleksandr Nikolaev <aleksandr.nikolaev@arm.com> Tested-by: 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>
2020-08-18COMPMID-3454 Patch1: Relocate data_type_from_name to core/UtilsSiCong Li
Change-Id: I33436dab77a47868fbd9872e0b4cf54b3a173e65 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3694 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-18COMPMID-3687: Remove deprecated functions in 20.05 releaseSang-Hoon Park
Change-Id: I90e09e460b5d5d4f9ead8e3905833c5da3b9fbd6 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3762 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@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>
2020-08-05COMPMID-2450: Implement CLMaxUnpoolingLayerGian Marco Iodice
- Add OpenCL kernel for Max unpooling layer - Add tests for validating the result Change-Id: If7ca79566a1198e3141f880abf46738980a62c81 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3606 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-05COMPMID-3392: Collapse TensorMaps into a single TensorPackGeorgios Pinitas
Collapse InputTensorMap and OutputTensorMap to a single TensorPack mechanism. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ie2fdfc6b07d84ad589169ec99ca64fcf45a00bec Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/253783 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3641 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@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>
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