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2020-07-28COMPMID-3385: Async support to CLArithmetic* kernels/functions Pt.2Michalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Idc5ac2dd2ba5295c00c88b44a783645327a27e15 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3617 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-28COMPMID-3575: Mixed preicision in NEInstanceNormalizationLayerKernelSang-Hoon Park
In order to fix the issue caused by the limited precision of FP16. mixed precision (float accumulator) is introduced to NEInstanceNormalizationLayerKernel. Since the reference kernel is doing the mixed precision, currently mixed preicision computation is default when it is called from NEInstanceNormalizationLayer. - Make NEInstanceNormalizationLayerKernel use kernel descriptor to enable mixed precision computation - NEInstanceNormalizationLayer is modified to use the descriptor Change-Id: I7766622d715df054e303f9b441380b15b51f02b2 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3589 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-21COMPMID-3600: MUL unit test failing with data type QUANT8_ASYMMSheri Zhang
Add broadcast support for NEPixelWiseMultiplicationKernel with QASYMM8/QASYMM8_SIGNED Add test case for QASYMM8 broadcast Fix QASYMM8 saturation issue Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ie67cfa8b94ab542133b031efbff8379cc57cfc2d Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3586 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2020-07-17COMPMID-3576: Nightly failure: NEON/PoolingLayer/Float/FP16/MaxUnpooling S10Sheri Zhang
Extend NEPoolingLayer max pooling to extract indices for FP16 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I5a7c754be353e4c2c5d0ab3794e9427408d0c4fa Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3580 Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-14COMPMID-3374: Remove memory state from NEConcatenateLayer kernelsGeorgios Pinitas
* Allow the following kernels to accept backing memory at run-time: * NEBatchConcatenateLayerKernel * NEDepthConcatenateLayerKernel * NEHeightConcatenateLayerKernel * NEWidthConcatenateLayerKernel * Allow the following functions to accept backing memory at run-time: * NEConcatenateLayer Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ib0b6714cff7f06a52dc74d294bc3e0d72a1c2419 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3569 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-14COMPMID-3589: ADD CTS test failing with data type QUANT8_ASYMMMichalis Spyrou
Pick the correct scales and offsets in case of broadcast. Added tests for quantized QUANT8_ASYMM. Change-Id: I04e90b8ae1f624b12bbdcf6ed9187e58b9135c85 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3562 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-13COMPMID-3531: fix index offset overflows in NEDirectConvolutionLayerKernelSang-Hoon Park
When a large input and kernel is used, the computation of "max_offset" variable can overflow. Adjust types of the variable as well as the variable compared with for consistency. The test spotted the overflow is added to nightly suite. Change-Id: I2f114e4b49167889a6d3729c71823c089d6f42e3 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3527 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-09COMPMID-3324: Adjusting capitalization of Arm copyright claim to reflect Arm ↵Michele Di Giorgio
preferred presentation Change-Id: Ib7dcfcbb24b408999dfae366b9da396485aacf78 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3525 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-06COMPMID-3534: Add NEGEMMConvolutionLayer tests for QASYMM8_SIGNED inputSang-Hoon Park
Change-Id: Ibd54d9d8324fe906077c181ecf227e44f3035744 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3511 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-02COMPMID-3477: Remove padding from NEPixelWiseMultiplicationKernelSheri Zhang
Remove padding from all NEPixelWiseMultiplicationKernel functions. Add test case for U8_U8_S16(input1,input2,output). Add reference code for U8_U8_S16(input1,input2,output). Remove window shrink test from NormalizationLayer. Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I28d89790c5527a42f918814a0ee3d6ec4c273532 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3468 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-07-01COMPMID-3153: Remove padding from NENormalizationLayerKernelManuel Bottini
Change-Id: Ib84308ea18bfa31ffbc3269a1f005d7d302139f7 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3350 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-06-30COMPMID-3539: Ignore align_corners for scaled size of 1Sang-Hoon Park
Scale kernels failed to validate when align_corners is true for scaled output size 1. Change this behavior to ignoring align_corners value to be aligned with expected behavior of higher-level frameworks. Also the minimum output size generated by the fixture for Scale kernels is changed to 1. Change-Id: Ib8e479af8bc43de3780005545f0c53fe195dc22e Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3478 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-25COMPMID-3150: Remove padding from NEL2NormalizationLayerKernelGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I7ae0d56f1c1f55c7049509b1f80cc07bdc54c8ec Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3457 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-23COMPMID-3481: In-place computations for ArithmeticSubtractionKernelGeorgios Pinitas
* Add positive/negative API validation tests for both CL/NEON * Add unit-tests for both CL/NEON Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ie33df7a9d30eaccad69dd6c3b48a305bcc023bfc Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3441 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-22COMPMID-3479: Perform in-place computations in NEElementwiseUnaryKernelManuel Bottini
Change-Id: I2102bfe95c2c2335bb587842f9d860cf939a9026 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3315 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-22COMPMID-3482: add in-place computation tests for NEPixelWiseMultiplicationSang-Hoon Park
- Add validate tests for in-place computation - Add in-place combination to existing test cases - Nightly with LargeShapes are removed as SmallShapes dataset is giving enough size to test multiple iterations of loop (Each iteration uses 16B vector size). - CL test suite has been adjusted with dummy in-place parameter to maintain shared fixture compatibility. Change-Id: I3008691332027dcd306ffd069895e66d626c7696 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3422 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-19COMPMID-3480: Enable in-place elementwise operations in graph APIMichele Di Giorgio
Change-Id: Id13d4f9860f25eeb8c4188ac9248653c4f7c1dc2 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3349 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-18Revert "COMPMID-3480: Perform in-place computations in ↵Michele Di Giorgio
NEArithmeticAdditionKernel" This reverts commit 4a61653202afb018f4f259d3c144a735d73f0a20. Reason for revert: We will allow in-place computations by providing the same input1 (or input2) as output, thus avoiding changes in the interface. Change-Id: I7c8669e207e15731dc26dc366150bf960508a879 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3035 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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-3364: improve the test suite for Scale on OpenCLSang-Hoon Park
- change shapes to vector size-based shapes - add ScaleValidationDataset header file to share datasets between NEON and OpenCL - more validate() tests on OpenCL - remove redundant configuration tests - (not scoped of this ticket) add validate() test for sampling policy not supporting aligned corners to NEON test suite Change-Id: I889fd19261162c7454eff5389a67fdc9564dc1f3 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3334 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-16COMPMID-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>
2020-06-10COMPMID-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>
2020-06-09COMPMID-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-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>
2020-06-02COMPMID-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>
2020-06-01COMPMID-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>
2020-06-01COMPMID-3363: Test improvement of Scale on NEONSang-Hoon Park
- Create shape dataset for scale kernel, focusing on smaller shapes to be more sensitive to aligned corners - Remove redundant configuration tests - Remove nightly tests - Create new suite for validate() testing - Code cleanup by const variables - Fix fixture issue at computation of minimum scaled size for aligned corners - Extract logic determining scale values for testing. Change-Id: Ifeef354a4d74ed9e6a4e514eded4298e595becbf Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3273 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: 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>
2020-05-14COMPMID-3295: Static input for ActivationLayer test suiteSang-Hoon Park
- A member function added to AssetsLibrary to fill tensors with static values. - ActivationLayerFixture has been modified use the new function. - Redundant nightly tests are removed. Change-Id: Ib2a1103a1e438e808183170dc9d097599523c6ec Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3188 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-3128: Test improvement for GEMMConvolutionLayer on CL and ↵Michele Di Giorgio
NEON(Function-level) Cleaning up GEMMConvolutionLayer tests by doing the following: - Remove unnecessary configuration tests - Remove redundant tests > Redundant shapes > For large shapes there are already tests for each internal kernel/function - Test NHWC 1x1 kernel 1x1 stride to stress _skip_im2col - Stimulate gemm3d to skip col2im - Test asymmetric padding - Test batch size equal to one and different than one - Test fully connected convolution - Test with a few different padding values - Test 1D kernel - Test with FLOOR rounding policy Change-Id: I88e7009b8e9c991994ed264476c16a79a0de4a68 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3150 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@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>
2020-05-12COMPMID-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-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>
2020-05-05COMPMID-3443: Android R CTS 1.3 QASYMM8_SIGNED failure with MEAN on CpuAccManuel Bottini
- Properly perform the division of the sum of the elements by the interested dimension of the tensor Change-Id: I0a30be4e5e6cfc1bd24a17eb4307dd2acf98db3e Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3145 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-05-05COMPMID-3444: Fix CpuAcc Hal 1.3 PRelu failure issueSheri Zhang
Fix CpuAcc Hal 1.3 Max & Min failure issue Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ib519e6c6717e6608106aebc8c1cd751a731428a3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3139 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-05MLCE-166: Add support for extracting indices in NEPoolingLayer 2x2 NHWCmorgolock
* Added support for pooling indices in NHWC Poolsize 2x2 Change-Id: Ib2a3468e794f58bbf2c03aba9f6b184b9d76b183 Signed-off-by: morgolock <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2997 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-01COMPMID-3379: Add support for QASYMM8_SIGNED in NEScaleSheri Zhang
Update QASYMM8_SIGNED support document Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ia0cb0d2eed13e7e38b165dc317af06e7f2df4285 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3132 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-05-01IVGCVSW-4743: Fix CpuAcc Hal 1.3 Comparison FailuresMichele Di Giorgio
Broadcast for QASYMM8_SIGNED was not handled. Change-Id: Id5dbb0dce78838319218de94551bba52d697f4a4 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3131 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-01COMPMID-3069: Allow different quantization info in NEElementwiseMin/MaxMichele Di Giorgio
Change-Id: I97f9f7e9f054b2a812a23b25cfb21033f76a9101 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3125 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-28COMPMID-3294: Add AssetLibrary instance using a fixed seedSang-Hoon Park
- Add fixed_seed instance for future use - Make Copy fixture use the new instance to validate functionality Change-Id: I7e8c1504b8db3203213d084b300f10ecd384f7fa Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3107 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-15COMPMID-3239: Implement QSYMM16 LayerNormalizationKernel for CLSheri Zhang
Use NE/CLSynthetizeFunction instead of NE/CLQLSTMLayerNormalizationValidationFixture Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I62ace213a5261f2d307da6953d0521492aa05292 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3019 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-14COMPMID-3239: Implement QSYMM16 LayerNormalizationKernel for CLSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ib1577c4a9aa29293a903731b2a4083b0d2243e1e Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2994 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-04-07COMPMID-2765 Add support for QASYMM8_SIGNED in NEDeconvolutionLayerLuca Foschiani
Signed-off-by: Luca Foschiani <luca.foschiani@arm.com> Change-Id: I8295fadee15311a9ab846aa24c031b82c0b799eb Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2952 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>