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2020-10-13COMPMID-3705: Remove OpenCL padding: CLBatchNormalizationLayerKernelSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: If077a245156be69f34834cbfbd0a36e570ee4149 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4107 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2020-10-12COMPMID-3826 ArmNN Nightly failing for CLGiorgio Arena
Change-Id: I09f557b5cecafc669e12764e8592457212168d62 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4131 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-10-09COMPMID-3704 Remove OpenCL padding: CLBatchConcatenateLayerKernelGiorgio Arena
COMPMID-3709 Remove OpenCL padding: CLDepthConcatenateLayerKernel Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Iaea4fafd5d0f081fd5b45b0f6945302dc3365bd9 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4105 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2020-10-09COMPMID-3794: Fix window loops causing performance regressionMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Id4d95c6ce5fed91bb079b8bfe1abceedefd20c97 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4117 Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-10-08COMPMID-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>
2020-10-08COMPMID-3684: Use case data type decouplingGeorgios Pinitas
Decouples data types for NEFloorKernel Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I6756300540bc5ef32a9990246eed8619a76855f2 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4084 Reviewed-by: Giorgio Arena <giorgio.arena@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>
2020-10-07COMPMID-3821: NEON Reduction op PROD failuresMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I8cfdd24c4e71a6a4be610ba67a75ad2943a43801 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4097 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@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-3674: Update heuristic for Mali-G77Gian Marco Iodice
- Update the heuristic (m==1) for CLGEMMReshapedOnlyRHS Change-Id: I216c158f2802d3d331e23e0d9eb0127107ec8af0 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4092 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Georgios Pinitas <georgios.pinitas@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>
2020-09-29COMPMID-3174: Remove padding from NEDirectConvolutionLayerOutputStageKernelMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I3c5cfe50e9cee30b66f4094da105d383c077aaf9 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4044 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-09-24COMPMID-3673: Update heuristic for GEMM FP16 on Mali G76Gian Marco Iodice
- Update heuristic for CLGEMMReshapedKernel - FP16 - Update heuristic for CLGEMMReshapedOnlyRHSKernel - FP16 Change-Id: I35aa73e59d8c2d1bc6b2dd318fd8eeb3e42c27a4 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4026 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-22COMPMID-3757: (u)int8: Don't select the 16-bit route on A53 for cases with ↵David Mansell
very few rows Also added 2D version of the 16-bit route, and altered the selection heuristic so that 2D mode will be used in cases where 1D mode won't thread well. Change-Id: I0057fde08456771dc0090ac51f50d82f8bb86044 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3903 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-21COMPMID-3787: Update heuristic for m = 1 on CLGEMMReshapedOnlyRHSKernelGian Marco Iodice
- The change affects Mali-G71 GPUs and should improve the performance of GEMM in case of m = 1 Change-Id: I6b0e217e93fe468ec1325a5da74684811519c42f Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4002 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-18COMPMID-3671: Extend cl image support to f16 in ↵Gian Marco Iodice
CLGEMMMatrixMultiplyReshapedKernel Resolves: COMPMID-3671, COMPMID-3672 - Extend cl image support to f16 in CLGEMMMatrixMultiplyReshapedKernel - Extend cl image support to f16 in CLGEMMMatrixMultiplyReshapedOnlyRHSKernel - Change the interface of create_image2d_from_buffer - Extend test Change-Id: I27363be71fa515fbf71aa4be5ed0d6c730f38f34 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3992 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: 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>
2020-09-10COMPMID-3159: Remove padding from NEPoolingLayerKernelMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Ib5b252e1b65794a8f360276d03ff94922e1991f8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3946 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>
2020-09-09MLCE-229: Fixed requantization per channel in asm kernelmorgolock
Change-Id: Iaf1465f3144371e153ce123ac00da5cc092f77df Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3939 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: 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>
2020-09-08COMPMID-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>
2020-09-07COMPMID-3155: Remove padding from NEGEMMLowpOffsetContributionKernelMichele Di Giorgio
Change-Id: I93c3b795cf6fe0b27008543b6671a3be0a965603 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3916 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: 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-3755: Resize failing on input with trailing 1'sGeorgios Pinitas
Base the dimensions of the valid region generated by the reshape kernel on the output shape dimensions. This allows correct scaling on inputs that are in NHWC format and have width and height equal to 1 e.g. 1x1x32. Underlying problem causing this issue is the fact that Compute Library removes trailing 1's of a given shape. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Icfdafc469214840998e7c198b33f7358d566d2e7 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3924 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-04COMPMID-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>
2020-08-28COMPMID-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>
2020-08-20COMPMID-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>
2020-08-19MLCE-229: Support for negative shifts in asm kernelsmorgolock
Change-Id: I2c5e98aae7698963f106d7423df0e65cd00ee2a9 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3710 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@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>
2020-08-12COMPMID-3608: Fix z index in gemmlowp_mm_reshaped_only kernelGian Marco Iodice
The issue concerned gemmlowp_mm_reshaped_only_rhs_t_fused_output_stage_fixedpoint. In particular the issue was with the z index to access the elements from the lhs reduced tensor used to calculate the offset contribution. Change-Id: I74f6398fc08894fc323ccd04fda9220752652d31 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3726 Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-12COMPMID-3337: Remove write paddings in both axes from ↵Gian Marco Iodice
CLGEMMMatrixMultiplyReshapedKernel - Change the interface of STORE_BLOCK_BOUNDARY_AWARE passing the conditions on Y and X rather than the X/ coordinates. This allows to use the macro with both GEMM reshaped and GEMM reshaped rhs only - Remove padding from the output tensor of CLGEMMMatrixMultiplyReshapedKernel - Add tests for validating the zero padding requirement Change-Id: I13263cc71ce065c5be34ed198def320dd5823495 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3712 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-11COMPMID-3339: Fix doxygen comments about VECTOR_SIZE and BOUNDARY_VECTOR_SIZESiCong Li
Change-Id: I3f85ece08c9fc4bdbbfd72b5a872d4f2c4b76357 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3709 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-11COMPMID-3335: Remove x/y-axis padding from CLGEMMReshapeLHSMatrixKernelGian Marco Iodice
- Remove padding requirement for the input tensor of CLGEMMReshapeLHSMatrixKernel - Add utility function to load a boundary aware 2d tensor from buffer - Extend validation for validating the zero padding requirement Change-Id: I0ac6b1b517d75fd56998f406e0cce97b40918ce1 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3701 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-11COMPMID-3339: Patch2: Remove paddings from im2col*_nhwc cl kernelSiCong Li
* Remove channel paddings from all nhwc kernels (im2col_3x3_nhwc, im2col_9x9_nhwc, im2col_generic_nhwc) * Validate that input total spatial dimensions (with x and y paddings) are bigger than or equal to the kernel spatial dimension. - Otherwise it would result in invalid memory reads. - This problem likely existed before, but was made obvious with the removal of implicit paddings * Add zero padding validation tests * Fix Im2ColValidationFixture by not permuting the input shape in case of NHWC Change-Id: I1f895e8938af0e9130cb516106f0b4b665531709 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3696 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-11COMPMID-3607: Fix softmax summation logic for QASYMM8_SIGNEDSang-Hoon Park
For the elements that shouldn't contribute to the sum, zero is used to compute the correct sum. Change-Id: I5360534b5b0f81ee3d3aaaf5a046b99ecd943894 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3703 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-11COMPMID-3339: Patch1: Fix incorrect select casting in im2col nhwc kernelsSiCong Li
* Put an additional cast for correctly handling scalar cases According to opencl specs, logical operators, when performed on scalar types, always return int regardless of the type of the scalar. Thus if we were to use the results of a scalar logical op on the method select, it would be incorrect for any types of width different than 4 (the width of int) A concrete example would be that if the VECTOR_SIZE is 1 (scalar case), and DATA_TYPE is half/f16 (width < 4), then the result type of the || op would be int instead of short, which it's supposed to be, and this would result in the ambiguous function call error for select. Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ibc4985f707f667116668c43b9f9bf39dda789528 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3698 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-10COMPMID-3700: ArmNN OOB test failureSheri Zhang
Fix ArmNN compiling issue through removing defulat template value for offset_no_padding() and pooling2_nchw_maxpool_indices(). Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ie7114d102b8533e757b8e841afcac1adfbcb3b54 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3697 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-08-07COMPMID-3683: Fix performance regression on Mali-G76 (Fully connected)Gian Marco Iodice
COMPMID-3682: Fix performance regression on Mali-G76 (Convolution) Updated the heuristic for GEMMReshapedOnlYRHS for Mali-G76 in order to take into account small workload cases Change-Id: I99fccbd0e94e4e21c0d1b88e23f02af06ef16ee9 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3689 Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-08-06COMPMID-3652 Fix CLFullyConnectedLayer failure on S10SiCong Li
* Fix out-of-bound mem reads in cases where M < M0 in CLGEMMMatrixMultiplyNativeKernel and CLGEMMMatrixMultiplyReshapedOnlyRHSKernel, as a result of the new boundary-aware reading logics. * Add fixture tests (alongside the padding configuration tests) in these 2 kernels to catch all 5 possible scenarios with block dimension configurations, which includes this particular bug as the "...BoundaryHandlingFullInXSinglePartialInY" test case Change-Id: I8a10ab67594171e3ea4fb6e35c84ddc4ab964fba Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3650 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@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-2479: Extend CLPoolingLayer max pooling to extract indicesSheri Zhang
Fix PoolingLayer max pooling reference bug to extract indices. Extend CLPoolingLayer max pooling to extract indices, all the paddings need to be substracted. Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: If8e82e7f7e03172ad05f5a7cd5f13cf682fd1ffc Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3649 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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