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2021-01-11Make CpuActivation statelessGeorgios Pinitas
- Rename NEActivationLayer to CpuActivation - Add member function to generate execution window Partially Resolves: COMPMID-3992 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I4e1ae15cf456b860d3080b2fedc4dbcce7d1bb79 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4791 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2021-01-11Remove OpenCL padding: CLROIAlignLayerKernelManuel Bottini
Add padding checks in configure Resolves: COMPMID-3914 Change-Id: Ia5be67283402d8811ceb3007be3a666ab502d775 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4787 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-08Make CpuFloorKernel kernel statelessGeorgios Pinitas
- Rename NEFloorKernel to CpuFloorKernel to accomodate new ISA implementations - Remove state and instead pass tensors to operate during run - Add member function to generate an execution window given an input and output tensor description Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I9240b8ec534589c0f15c354f771f1ac5d7010c3b Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4773 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2021-01-08[Nightly Failure] Fix OpenCL kernel compilation for CLRangeGiorgio Arena
- Change raw pointers in OpenCL kernel to __global uchar* Resolves: COMPMID-4079 Change-Id: Ieeb99ced565bef59583216fd274958b29c7b2758 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4774 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-08Generalization of CLTunerManuel Bottini
Rename lws to tuning parameters in functions used externally Add new generalized objects for the OpenCL Tuner to accommodate further possible tuning parameters Resolves: COMPMID-3935 Change-Id: I0f2a0f89bca5dae4a4e4adce2f7c7cae32ecb84a Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4584 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-01-08Add an SVE implementation of the Leaky ReLU activation function for qasymm8 ↵arngra01
and signed qasymm8 data. Change-Id: I9249e7d4871d473cb5083d2225950faad6056eb4 Signed-off-by: Arnaud Grasset <arnaud.grasset@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4763 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-07Add SVE support to elementwise unary kernelsSang-Hoon Park
It also includes decoupling of kernels using different data types. Partially implements: COMPMID-3872 Change-Id: I226cb9e55a5d9f8a0c63e37631f087af45f2d640 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4711 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-01-07Clean up macro definitions in arm_compute headersGiorgio Arena
- Expose loose macros by prefixing "ARM_COMPUTE_" Resolves: COMPMID-3701 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I4334b01c1a5cd8585f4a1ba2d870be956c61a83d Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4769 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-05COMPMID-3874: Create ArithmeticAddition SVE/SVE2Michalis Spyrou
Change-Id: I4ec7561a7f6a42a22b8187968ae302dbe75023bc Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4753 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-05COMPMID-4076: ArmNN unittest failure with memory access voilation in ↵Sheri Zhang
FuseReLUIntoBatchNormFloat32CpuAccTest 1. Fix fusable and non-fusable configuration issue 2. Fix FP16 issue Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I6d0eacca7ac437f236ad403ddb283c10c8f419a6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4761 Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-05Improve NEIm2Col validation for invalid shapesGeorgios Pinitas
Ensure that Im2Col transformation is valid for the given input meta-data. In more detail, validate that the combination of input shape, padding and kernel width leads to a valid execution window and output shape. Resolves: COMPMID-4040 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Id813373b2efdfdfbe71dc0d0acc1d7bf8ecd5e84 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4757 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-05Remove OpenCL padding: CLPadLayerKernelGiorgio Arena
Resolves: COMPMID-3912 Change-Id: I1f8bd3bfec263ebfd70bc96f9183ccdc3089db13 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4754 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2021-01-04Add utility functions for SVESang-Hoon Park
- Few bit-width dependent intrinsics are added. - Few math functions are added. Partially implements: COMPMID-3872 Change-Id: Ia6ab46bd170fec9c7c8d4410b7ef4d84710b68ed Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4718 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-30Fix FFT FP16 failures for some OpenCL compilersGiorgio Arena
- Fix unsupported native_cos and native_sin for half data types. Change to regular cos and sin functions. Resolves: COMPMID-4064 Change-Id: Id07fa0fd811e00a93f5b848636ad4f4481e9a409 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4730 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2020-12-24COMPMID-3871: Create BatchNormalization SVE/SVE2Sheri Zhang
1. Decouple data type for NHWC 2. Add NHWC SVE support for BachNormalization Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I0383b969b555b429d9acebb4efa17ecba9429ea7 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4755 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
2020-12-23Fix baremetal arm_compute_validation build errorsSiCongLi
* Add -C flag to instruct preprocessor not to strip comments. This is to prevent marker comments like '// fall through' that suppresses certain warnings from being removed. * Fix unused variable warnings. * Add M_PI definition that's missing from certain toolchain standard libraries. Resolves COMPMID-4054 Change-Id: I1d641db668685d4b678f3d0efed84bfe9e630b4b Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4692 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-12-23Fix Select errors at OpenCL kernel compile timeGiorgio Arena
- Fix erroneously typed pointers. Raw OpenCL pointers should be defined as pointing to 8bit values and then used with a cast to their true pointer types, due to offset calculation with strides Resolves: COMPMID-4065 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I7e792bc22fbbc2ab6b65a8f5c4dc599f63e657a6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4731 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-18Remove OpenCL padding CLScaleKernelManuel Bottini
Resolves COMPMID-3918 Change-Id: I970b1eaf2ae6f2f5a8cfc318cd1a3dfd3ba36fdb Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4668 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2020-12-18Add new shapes to WinogradInputTransform dataset and fix border size for ↵Giorgio Arena
NCHW data layout Fix border size for CLWinogradInputTransformKernel with NCHW data layout by setting it to the input's paddings. Add new the new validation shapes to the WinogradInputTransform's dataset Resolves COMPMID-4042 Change-Id: Id93ac86e75c94ea3f2f35edcedebafada928f34a Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4694 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-12-18Adding no padding check asserts to specific CL KernelsManuel Bottini
Resolves COMPMID-3905 Updates following kernels:: - CLDeconvolutionLayerUpsampleKernel - CLDeconvolutionReshapeOutputKernel - CLInstanceNormalizationLayerKernel - CLMaxUnpoolingLayerKernel - CLPermuteKernel - CLQLSTMLayerNormalizationKernel - CLReorgLayerKernel - CLReverseKernel - CLSpaceToBatchLayerKernel - CLSpaceToDepthLayerKernel - CLGenerateProposalsLayerKernel - CLFFTDigitReverseKernel - CLFFTRadixStageKernel - CLFFTScaleKernel - CLFillBorderKernel - CLGatherKernel - CLStridedSliceKernel - CLBoundingBoxTransformKernel Change-Id: I067ec670ff9cceadb1dfbf60dabef311a567d99a Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4713 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-12-16NeuralNetwork VTS tests LOGICAL_AND and LOGICAL_OR fail with R29Teresa Charlin
Explicitly cast scalar to vector for LOGICAL_AND and LOGICAL_OR Resolves COMPUTE-12536 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: Iabdf7feaef9cb9b41a2fc78e73473ebcfcc3e091 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4706 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-16COMPMID-3919: Remove OpenCL Padding CLSelectKernelManuel Bottini
Change-Id: I07222a9eb03c785bb63414f581152267b133e9fc Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4699 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-12-15Address RVO issue on some compilersGeorgios Pinitas
Suppresses pessimizing-move during clang compilation as for some gcc toolchains RVO is not ensured until C++17 thus an explicit call to std::move might be required to avoid compilation error for non-copyable ojects (e.g. std::unique_ptr) Resolves: COMPMID-3599 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ie3fa44fb0cf631655aecbeb6c82021a68f500a33 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4230 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-12-14COMPMID-3870: Create ActivationLayer SVE/SVE2Michalis Spyrou
Adds support for ActivationLayer for SVE and SVE2. Datatypes supported: *FP32 *FP16 *QASYMM8 *QASYMM8_SIGNED *QSYMM16 Change-Id: Ia3583891795cda4ca2f9fa27c440731a5c27710d Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4566 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-14COMPMID-3968 30% regression on FSSD v1 25 GrayscaleGiorgio Arena
Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Ib1ecd7aa10fec0b7e2b3d929e212c1af34c0f58d Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4533 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-14Enable FFT for FP16Giorgio Arena
Resolves: COMPMID-4051 Change-Id: I0c0bf97212dd281c19d5081e6247e7dc0c23cd6b Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4687 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-11Remove (CL/NE)UpsampleLayer in favor to (NE/CL)ScaleGeorgios Pinitas
Upsample functions and kernels can be replaced with the Scale as they provide same functionality Partially resolves: COMPMID-3996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ic2f9ba352c183aa87d69d551d5c172d0f22119e8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4679 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-12-10[Review Shape] CLDepthwiseConvolutionLayer mismatchesGiorgio Arena
- Fixed a bug that corrected the number of dimensions of a TensorShape for added trailing 1s - Avoided adding offset_first_element for the Depthwise 3x3 NCHW OpenCL kernels, since it wouldn't align with the window which is based on the output - Adjusted padding requirements along the x for Depthwise 3x3 NCHW. The kernel should always add 2 * dilation_(x/y) to the num_elems_read_x/y - Adjusted the kernel's border_size given to the border handler at function level - Added the dataset that previously made the tests fail Resolves: COMPMID-4041 Change-Id: Ifab7d38b263f12173fcc96a5f0bd3375756c3c53 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4673 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-12-10COMPMID-3921: Remove OpenCL Padding CLBitwiseKernelManuel Bottini
Adding BitwiseOperation enum class Generalizing CL Bitwise kernels with a single CLBitwiseKernel Removing CL padding from CLBitwiseKernel Change-Id: I79cd79c1e425b6da7d52308a420edf8cfb7a5a36 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4646 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-10Remove (NE/CL)YoloLayer supportGeorgios Pinitas
YOLO layer is too specialized and specific to a single model type. Can be decomposed using split, activation and concatenate layers Partially Resolves: COMPMID-3996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I3cde88f8d4cc7d8c70ce1bb3b32b00f8d09bdca2 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4678 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-12-09Move NEGEMMAssemblyDispatch as an internal functionGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I89ee26c1595d510c5048904cae9422528b76cd45 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4662 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-08Wrap Flatten layer over reshapeGeorgios Pinitas
Flatten layer is lowered into a Reshape layer. Remove (CL/NE)FlatternLayerKernel. Partially Resolves: COMPMID-3996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Id9e2ddfe2e2dd793541badff3490c05e4c908f88 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4660 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-12-08Remove (NE/CL)ComputeAllAnchors functionGeorgios Pinitas
ComputeAllAnchors is used as part of GenerateProposals and not standalone thus removes function exposure. Partially Resolves: COMPMID-3996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I729010b48d747ec40d3ce2c7d0e907e8ec5cd55f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4661 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-12-07Remove support for NEIm2Col, NECol2Im, NEGEMMInterleave4x4, NEGEMMTranspose1xWGeorgios Pinitas
Remove functions that are rarely used standalone. Moreover, similar OpenCL functions are not exposed, thus there is no parity in place. Partially Resolves: COMPMID-3996 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Idd124c27c37dae9cbcfec1b6453d451cc9d4ef53 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4649 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-12-07COMPMID-3869: Update Sconstruct to support SVE/SVE2Manuel Bottini
Modifying scons to build with SVE/SVE2 Updating the documentation with examples Change-Id: I80875206599d5444b9c21ac75c4a8e4efd30d8b5 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4629 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: Georgios Pinitas <georgios.pinitas@arm.com>
2020-12-03Fix NEGEMMLowpMatrixMultiplyCore nonfused activationSiCong Li
* Include the missing activation info when passing it from NEGEMMConvolutionLayer to NEGEMMLowpMatrixMultiplyCore * Fix the logics for running the separate NEActivationLayer when it cannot be fused into NEGEMMAssemblyDispatch Resolves COMPMID-4039 Change-Id: Id6b3a698333f278ee65f195853c7d3b5c7adec72 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4638 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-03Rename the files and classes required by the OpenCL GEMM heuristicSiCong Li
All existing kernel type selection heuristics CLGEMMKernelSelection<Architecture> are renamed to CLGEMMDefaultType<Architecture> All existing kernel configuration heuristics CLGEMM<KernelType>KernelConfiguration<Architecture> are renamed to CLGEMMDefaultConfig<KernelType><Architecture> This refactoring is required to make room for tuner-based heuristics Resolves COMPMID-3842 Change-Id: I2c9f1029ad67f1e2808c79871698fc4486d45306 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4639 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-03Update GEMV heuristics for quantized types for A53Georgios Pinitas
Switch assembly kernels to dispatch a 4x4 blocked GEMM kernel for A53 when M <= 4 instead of the 8x12 u16 based one. Resolves: COMPMID-3983 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ic46a1b51a7c075e46dcb5cd578c75260ded0540c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4640 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-02Remove support for (NE/CL)LocallyConnectedLayerGeorgios Pinitas
Remove out-of-date and unmaintained LocallyConnectedLayer for both NEON and OpenCL. Resolves: COMPMID-3924 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ia61398ed8cfa3876f41c1b342c4a80d1cca0ca83 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4634 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-02Remove unused CLGEMMMatrixVectorMultiplyKernelGeorgios Pinitas
Partially Resolves: COMPMID-3924 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ibc47bd5bf5203dbad8d0755608918fcb384053c3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4633 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-02COMPMID-3862: Add support QASYMM8 LEAKY RELU activationSang-Hoon Park
- LEAKY RELU activation is supported for QASYMM8 data type - vquantize on NEON side has been modified to match with other backends (OpenCL and reference) Change-Id: I194631225c8d4f3cc96027d64812ec2be2b4328a Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4593 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-01Add support for G78 instanceGeorgios Pinitas
Resolves:COMPMID-4034 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I6f18705c6060cab41db9168c03f1f4bb87393057 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4632 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-01COMPMID-4026 Fix FP32 CLDirectConvolutionLayer nightly mismatchesSiCong Li
The mismatches are caused by out of bound memory access on weight tensor due to lack of padding in the channel (first in NHWC) dimension. Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I5a73f190f8e131c67ed7769f6f716db9d79dc674 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4628 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-01COMPMID-3916: Remove OpenCL padding CLRangeKernelManuel Bottini
Change-Id: Id2cc77508b0f2fa36a298059476b01704cfbdcaf Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4580 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-12-01Initialize batches variable in NEGEMMAssemblyDispatchGeorgios Pinitas
Resolves: COMPMID-4027 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I54e141a3521d9b2c5f93dbcb3ed78a259b96358e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4627 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-12-01Update default C++ standard to C++14Georgios Pinitas
(3RDPARTY_UPDATE) Resolves: COMPMID-3849 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I6369f112337310140e2d6c8e79630cd11138dfa0 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4544 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-27COMPMID-3961: Cleaning up logical operators on OpenCLSang-Hoon Park
Change-Id: I04cd23e9abcb1828e54cd59fee3bfa95a6dea3fb Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4461 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: Manuel Bottini <manuel.bottini@arm.com>
2020-11-25COMPMID-4025 [Nightly failure] Fix FP16 CLWidthConcatenateLayer mismatchesGiorgio Arena
Change-Id: I62e09682fe42c17227208387135ff2a165357335 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4553 Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-24COMPMID-4022 Nightly failure: CL LogicalNot -45 error clCreateKernelGiorgio Arena
Change-Id: I62dab54582a677753bd9337f6a7db265e57d330d Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4536 Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-11-23COMPMID-3987: Nightly failure - Android builds failing in dataset and validationManuel Bottini
Removing warnings from vector library in GCC 7.1+ Removing warning in wanted switch cases fall throughs GCAccessor moving constructor removed Removing parentheses equality checks in stb_image Small fixes in GEMM test suite Change-Id: I8ba8e3fa20b45c32e5b6219473e0f33ab787ca30 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4483 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>