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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>
2020-09-24COMPMID-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>
2020-09-23COMPMID-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>
2020-09-22COMPMID-3760: Reduce template instantiations for ROIAlign referenceGeorgios Pinitas
Core algorithm for calculating the ROIAlign reference is implemented in single precision floats, thus no reason for specializing for half. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I75f4edaf47b70ea0cdc7262cb1509fe69a6aa5b7 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4010 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-09-22COMPMID-3778: Investigate CLGEMM failures on S10plusMichele Di Giorgio
Change-Id: I6ee7a05235d886875c55b0fc45446607981cdd2a Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4008 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-09-22COMPMID-3599: Enable SVE on armv8.6 and selectively enable MMLA_FPGeorgios Pinitas
* Add option to enable SVE on armv8.6 architetures. * Add option to enable/disable MMLA for floating point Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I328a0d3cbc272b779c680333ea868213921c7945 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4009 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-09-22COMPMID-3783: Segfaulting in Reduction layer with NEON on Mate20 with HFNetSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Iaf7ba1092aeda78b0f2bff3134f4699afc783385 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4013 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: 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>
2020-09-22COMPMID-3791: Add support for all activation types in NodeFusionMutatorGian Marco Iodice
Change-Id: I9b548966201c00df8290fea7acf55c2173b0e0aa Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4011 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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>
2020-09-15COMPMID-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-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>
2020-09-09COMPMID-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>
2020-09-09MLCE-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>
2020-09-09Add 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-3568: Add provenance of model for EDSR graph exampleMichele Di Giorgio
Change-Id: I0c2404b228eaf7e6fca9d393da4df5610fda4482 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3936 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-08COMPMID-3569: (3RDPARTY_UPDATE) Move Yolo v3 output detector graph example ↵Michele Di Giorgio
to 3rdparty Change-Id: I3c44528b5964bfde3cab68f5463fcc017f94a14f Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3926 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-3645: Clarify graph examples' immutable governanceGeorgios Pinitas
Document that no structural or data alterations have been applied to any of the provided models. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I74e6baaec1fbb08f26b16b4d5dce4406bcf5aca8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3938 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-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-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-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>
2020-09-07COMPMID-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>
2020-09-04Add 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>
2020-09-04Use shape broadcast for Mult inputs in EDSR graphthecha01
We no longer have to explicitly create a tensor with the correct dimensions for the Const nodes, instead we use the graph API shape propogation logic in EltwiseLayerNode to broadcast the shapes Signed-off-by: thecha01 <theo.charalambous@arm.com> Change-Id: Ifb62b572d6391850d3357cd3307cef7cd9645ee3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3898 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>
2020-09-03COMPMID-3750: Disable asm kernels when shifts are negative.morgolock
Change-Id: I65a738221a6c6fc3527ececda42f7a7e547755c1 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3896 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-03COMPMID-3772: Update GEMM selection heuristic for Mali-G76 (F32)Gian Marco Iodice
Change-Id: Iaaf3a72ec98a923ef2a4a39aeeb02f95795c2f6f Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3895 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-09-02COMPMID-3758 COMPMID-3759: Update documentation for cross compile and ↵Sheri Zhang
Android NDK toolchain Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Iad3970ff25c294f8775c99cf965b1d92e7386d50 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3891 Reviewed-by: Georgios Pinitas <georgios.pinitas@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>
2020-08-26COMPMID-3756 Update CommonGraphOptions documentations to include tuner-modeSiCong Li
Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I2d2fad99a7528274152e3e3ffefd3ea4d074ff71 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3832 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@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-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>
2020-08-25COMPMID-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>
2020-08-24COMPMID-3698: Fix segfault running inception_v3, inception_v4, resnet50, ↵Sheri Zhang
resnet_v2_50 when running as qasymm8 on mate20 GPU Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I0407fd1cdfb5d1d1d0f333e875ea45abdd2c5916 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3825 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-08-24Update SONAME_VERSION in SConscriptSang-Hoon Park
Change-Id: I8e5695dc7f9e9dd4b3b81487b1ad991920a12292 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3779 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
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