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2020-06-17COMPMID-3520: Move ndrange.hpp header from arm_gemm to assemblyMichele Di Giorgio
Change-Id: I6352a520ce38230cdfbad346b176cb659ab242a7 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3327 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-17COMPMID-3375: Port NEActivationLayer functions/kernels to run onGeorgios Pinitas
different tensors. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I98782bb73e9dc0899ffb1796aca6f99714adea94 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3343 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-16COMPMID-3381: Implement graph example for YoLo v3 output detectorSheri Zhang
Add sub/exp/splitv support in graph api Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I4e08cc19a46655717068b12c93d67e619a595d9a Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3309 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-16COMPMID-3391: Implement Async interfacesMichalis Spyrou
Change-Id: I8168cea5056ff48a0253ebb8c88ea549a3ea69a2 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3335 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-06-16COMPMID-3521: SUB_V1_2 CTS test failing with data type QUANT8_ASYMMMichalis Spyrou
Change-Id: I2d113f3a97bf701a1a8395855e6f2cb85b99e31f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3337 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-06-15COMPMID-2449: Implement NEUnPoolLayermorgolock
Change-Id: I5677c87bba97dd395a3e13dbce34a3dd2c437033 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3289 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-15COMPMID-3480: Perform in-place computations in NEArithmeticAdditionKernelMichele Di Giorgio
Change-Id: I0089657dd95d7c7b8592984def8e8de1d7e6d085 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3308 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-12COMPMID-3364: use ScaleKernelInfo for Scale on OpenCL and GLESSang-Hoon Park
- Make Scale and ScaleKernel (on CL and GLES) use ScaleKernelInfo - Deprecate previous configure/validate functions on NEON, CL and GLES - Make adjustments required by deprecation Change-Id: I7e81f4ee9ae919392137b92f91e9bc002b7ae277 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3317 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-06-12COMPMID-3527: QLSTM should allow nullptr for optional projection biasMichele Di Giorgio
Change-Id: I5568ca1e9383f3960886f211d8320fc4525a8804 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3326 Reviewed-by: James Conroy <james.conroy@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-11COMPMID-3510 [Interface change] Fix definition of "axis" in NESoftmaxLayer ↵SiCong Li
and CLSoftmaxLayer * [Interface change] "axis" argument is renamed to "reduce_end_axis" * Unify the meaning of "axis"(now "reduce_end_axis") to be the last axis of the first n dimensions (inclusive)to reduce. This way the meaning of reduce_end_axis stays the same for both positive and negative values: it selects a dimension before which all dimensions (including the selected dimension) are reduced. Change-Id: I4ab03bd8360b1cd8cac4998df0b1571064a9d4ed Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3278 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>
2020-06-11COMPMID-3523: Fix NEDepthConvertLayerKernel f16 castingSiCong Li
* Force F16->QASYMM8 AND F16->QASYMM8_SIGNED saturation * Fix S32->F16 casting Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ic4be3865794947c577897cd9ad8554be4ebfe9bc Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3324 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-10COMPMID-3523: Fix validation fails on armv8.2-aSiCong Li
* Fix neon sqrt activation delta(epsilon) * Fix NEON Hard Swish validation tolerance * Fix NEON FP16 LogSoftmaxLayer validation test typo * Raise NEON reduction (sum) f16 tolerance Change-Id: Ia33d69ce5f0b78be1893fb8e13d2761a8e7fceff Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3318 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-10COMPMID-3324: Remove extra bracketGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I9e4dedf2c216ee6229674cd4b71fa665afce3097 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3316 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-09COMPMID-3177: Remove padding from NEBatchNormalizationLayerGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I9be23e6ef1f552eb159e39fda16c82fa20124094 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3307 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-08COMPMID-3180: Remove padding from NEThresholdGeorgios Pinitas
- Removes padding from NEThresholdKernel - Alters configuration interface to use a descriptor Change-Id: I394d5e1375454813856d9d206e61dc9a87c2cadc Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3300 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-08COMPMID-3513: Fix excessive padding in CLHeightConcatenateLayerGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ia93685694287f0c4db1558e24033df76521fc190 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3312 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-08COMPMID-3363, COMPMID-3364: Add align_corners support to nearest neighborSang-Hoon Park
- Both NEON and CL's Scale Kernel now supports aligned corners with nearest neighbor interpolation - Unsupported combination (center sampling policy with aligned corners) now fails on validation - Test suites for CL and NEON are pruned by removing unsupported combination Change-Id: Ieea4f145a131593b89b471dcec2b09619136b17c Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3297 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-04COMPMID-3164: Remove padding from NEUpsampleLayerKernelManuel Bottini
Change-Id: Ib96b7c8e86311acc1859c44afa3731e56373aa89 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3299 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-02COMPMID-3363: Create ScaleKernelInfoSang-Hoon Park
NEScaleKernel and NEScale are modified to use the new kernel descriptor. Change-Id: I32e3e2a5209a38f5bf32c43f64b2aa4430825988 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3239 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-02COMPMID-3319: Force padding requirement in CLGEMMReshapeRHSMatrixKernelGian Marco Iodice
Added padding requirement in CLGEMMReshapeRHSMatrixKernel in order to create 2d image from a cl_buffer. Test extended in order to validate the padding requirement Change-Id: I36bcaf3e9299ee186602b4e3456851cc8cda6ce6 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3292 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-02COMPMID-3167: Remove padding from NEROIPoolingLayerKernel and ↵Manuel Bottini
NEROIAlignLayerKernel Change-Id: I19106e4bb0f6886a23dccc5c71e864a8364f40f9 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3288 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-06-02COMPMID-3365: Add support for U8 datatype to CropResize on CLMichele Di Giorgio
Change-Id: I5164db1fa4cef003875647ed01879c5dbdfb9b35 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3286 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-01COMPMID-2395: Add support for U8 datatype to CropResize on NEONMichele Di Giorgio
Change-Id: Ia356b3545e01ccc98056951f3a20ed2712240dac Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3283 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-28COMPMID-3318: Add flag to export to cl_imageGian Marco Iodice
- Added flag to export to cl_image in GEMMRHSMatrixInfo - Returned an error in the GEMM/Lowp kernels without this support Change-Id: I4a523d93c0984626bbf23e2efeb114f9c7c20a24 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3274 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-28move ndrange.hpp header into arm_compute directoryVincent ABRIOU
ndrange.hpp file is needed by arm_gemm_compute_iface.hpp when building armnn. In a cross compilation environment like Yocto Openembedded, the installed include files comes from either /arm_compute, /include or /support directories. So to avoid armnn build failure, ndrange.hpp need to be moved in arm_compute/core/NEON/kernels/arm_gemm directory. Other files that need ndrange.hpp to build are updated accordingly. Signed-off-by: Vincent ABRIOU <vincent.abriou@st.com> Change-Id: Icc8e18b23dd06c56e0c49a84d4a51bfd85fe2290 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3271 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-05-26COMPMID-3069: Add return statement in ST schedulerMichalis Spyrou
If there is no workload simply return and don't try to run the kernel when using the ST scheduler. Change-Id: I85575167b9cbd4cdc8d7849a581aada9e8a1c180 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3260 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-05-26COMPMID-3069: Fix reduction in GEMMLowpMichalis Spyrou
We shouldn't perform reduction on matrix b when we have a configured fused assembly kernel Change-Id: I1f26c2afb387ee6ebbd54263e7255dab276ea08f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3261 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-26COMPMID-3499: Fix integer overflow for large GEMM on NEONSang-Hoon Park
Change-Id: Id9eef3abc8a902b52ba61772f716f2ba2b97f7d4 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3245 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-22COMPMID-3069: Removing deprecated functions and classes from 20.05 releaseManuel Bottini
Change-Id: Ic4d20995d6c6bb76d07113e86247bad2722e4e83 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3244 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-21COMPMID-3069: Fix CLQLSTM configure argument orderMichalis Spyrou
Change-Id: I5f56d65df38e9ac035a27dd2b15925c576cc3932 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3242 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-20COMPMID-3460: Refactor NEElementwiseUnaryKernelMichalis Spyrou
Removed most of the templates and refactored the code. Performance is the same but the libary size dropped by 52Kb. Change-Id: I41ff0c0853c923d925cdaeb05f4a58c9086fff94 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3190 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-20COMPMID-3491: ReduceMean not properly validating quantizationsManuel Bottini
Change-Id: Ia2563da7271592c4c55dde7fcecaedda6a46a781 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3236 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-20COMPMID-3176: Remove padding from NEArithmeticSubtractionKernelMichalis Spyrou
COMPMID-3487: Refactor NEArithmeticSubtractionKernel Refactored code in order to remove paddings. This resulted in a big increase in libary size so after some rework the total size dropped by 4Kb. Change-Id: I4e3014c2ae49c29c6090b195ea16620afcf6c09f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3206 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-20COMPMID-3461: Remove boolean template from NEArithmeticAdditionMichalis Spyrou
Change-Id: I5b29483acb469efe09e693746f04057e3a8f995e Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3210 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-20COMPMID-3497: Add checks for zero scale values to QLSTMLayerSang-Hoon Park
Checks are added to validate() function to check both for configuration and validation call. Change-Id: I2ae9a92a5d90112f5b41befc4ce655ff9451d150 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3227 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-20COMPMID-3496: Fix for GEMM_INTERLEAVE_2DGian Marco Iodice
GEMM_INTERLEAVE_2D was wrongly selected by the heuristic also in case of maxthreads < 8 Change-Id: If531d44c6f00ae6f8e3a4bf22428829b252bc3d6 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3225 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-14COMPMID-3069: Align graph convolution implementation for CL and NEON.Georgios Pinitas
Enables fast-math on Neon backend for convolution Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ia072f0fd2db1f0814562049b290cffc91cbbd9a8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3201 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-14COMPMID-3290: Test improvement for CLGEMMMatrixMultiplyReshapedOnlyRHSKernelSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I7335ee07f777087e06ca26f762b2b5e3668362ab Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3175 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-05-13COMPMID-3483: Refactor NEDepthwiseConvolutionLayerNativeKernelMichalis Spyrou
Removed is_per_channel template arguments since it wasn't used anywhere and also made has_biases a runtime parameter. The total size reduction from this change is 28.6kb. Change-Id: I292ac27ae3ea2885b8438f613390486323982664 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3189 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-13COMPMID-3484: Regression in Transpose convolution Android R CTS test.Manuel Bottini
- Removing _flip_axis from _memory_group management Change-Id: Ica3039fa7b545b34de231bcd7620d76914681808 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3191 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-13Introduce CL kernel cache featureInki Dae
This patch introduces CL kernel cache feature for NN runtimes such as ARMNN or other in-house versions. Originally, this feature came from utils/Utils.cpp and utils/Utils.h files but was used just for testing. Caching CL kernel binaries is mandatory and required for real product because inference performance at first run is one of very important factors. This patch exposes two API - save_program_cache_to_file and restore_program_cache_from_file so that NN runtimes can use these API to cache the compiled CL kernel binaries. Changelog v1. - Reordered including headers suggested by Manuel Bottini. - Updated description. Changelog v2. - Drop function descriptions. Changelog v3. - Fix build error with opencl = 0. As for this, it moves two functions, save_program_cache_to_file and restore_program_cache_from_file, to src/runtime/CL/Utils.cpp and arm_compute/runtime/CL/Utils.h, and set ARM_COMPUTE_CL flag only when opencl = 1. This change makes CL kernel cache feature to depend on OpenCL support. Changelog v4. - Fix coding_standard_checks error. Changelog v5. - Add a new cpp file to Android.bp to fix coding_standard_checks error. Changelog v6. - rebased on top of master, and dropped _new_built_programs_map object so it adds compiled CL kerne binaries per model to a given file. Changelog v7. - Correct descriptions. - Correct arm_compute/runtime/CL/Utils.h file description. - Correct src/runtime/CL/Utils.cpp file description. - Drop ARM_COMPUTE_CL ifdef ~ endif from examples/cl_cache.cpp - Do not add 'ARM_COMPUTE_CL' flag at SConscript. Change-Id: I8c640fb1809ca79191daf5b1ff72a50dd492c36d Signed-off-by: Inki Dae <inki.dae@samsung.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2914 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-13COMPMID-3108: Add Winograd 3x3,4x4 FP16 support for NEONGeorgios Pinitas
Change-Id: I20680dc74a3d709297539e2132417308a7aecc9d Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3159 Reviewed-by: Michele Di Giorgio <michele.digiorgio@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>
2020-05-13COMPMID-3463 Refactor NECropKernelMichalis Spyrou
Removed most of the templates used in this kernel. This resulted in a reduction of 35Kb. Change-Id: I0d50aa769b361790d47a8017d795f2c92c6d8a6f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3158 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-05-13COMPMID-3464: Address NESoftmaxLayer failures for QASYMM8_SIGNEDGeorgios Pinitas
Normalization with the maximum value was causing results to wrap-around As a work-around we use saturating intrinsics to perform the operation Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I719b7ac7ad274dc2ae339bc4a055f9200134ed97 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3184 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-12COMPMID-3439 Fix CLQLSTMLayerSiCong Li
* Apply conditional data type check to CLGEMMLowpMatrixMultiplyNativeKernel Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ife9f85ec91ca38d079b9b4e045fbd4585dd1c8dd Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3180 Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-12COMPMID-3439: Fix peephole and projection in CLQLSTMLayerSang-Hoon Park
The followings are essential to make it work - QSYMM16 is added as supported data type in CLGEMMLowpOutputStage - Internal TensorCopyKernel is added similar to NEQLSTMLayer The followings are fix for related things. - Projection is modified to remove copy of projection_bias from NEQLSTMLayer. - Fix wrong argument for validate_mm() - validate_mm() now returns on error. Change-Id: Icbd04e9fdb8821eb41dd3e0a6a0980965b779714 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3177 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-05-12COMPMID-3442: Add support of negative axis in NESoftmaxLayer and reference codeSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I285cc3b74ac0a45f0ad5830baed5237cea568f15 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3147 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-12COMPMID-3470: Modify NE/CLQLSTMLayer interface to provide 3 outputsMichele Di Giorgio
Change-Id: I895b697c89c9a7509d48a54ac1effb7fbd8cca19 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3174 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-05-12IVGCVSW-4744 CTS: RandomGraphTest LargeGraph failures in CpuAcc HAL 1.2 and 1.3Sadik Armagan
* Retain data layout for SpaceToBatchLayerKernel and BatchToSpaceLayerKernel Signed-off-by: Sadik Armagan <sadik.armagan@arm.com> Change-Id: I5bd0c3ca90a4964eda9f838c97c784aced0f4579 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3166 Reviewed-by: Manuel Bottini <manuel.bottini@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>
2020-05-12COMPMID-3316: NEDeconvolutionLayer failing for a big inputManuel Bottini
- Using NEDirectConvolution for big shapes since the memory required explodes for 9x9 kernel - Adding test cases - Fix enables only the NEON Deconvolution for NHWC Change-Id: I8a541346428e5686818f8ecb7f69e2a9106cbceb Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3135 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-26 18:00:58 +0000