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2021-02-02Account for eventual padding in Pooling assembly kernelsMichele Di Giorgio
Resolves: COMPMID-4217 Change-Id: I8426a494ab0d3c6479de977cdab803d35bbe1e40 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4967 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-02-01Make data_layout an attribute of the Scale functionMichele Di Giorgio
Resolves COMPMID-4208 Change-Id: I61ca670134a005462ad0528a5aff9507a90860e7 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4942 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-27Add broadcasting support in NEPixelWiseMultiplicationKernel for FP16Pablo Marquez Tello
* FP16 kernel missed the broadcast path * Resolves: COMPMID-4113 Change-Id: I8fd79030f2ae9c268dfeed672a57c6d0f64f58f4 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4926 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-27Force early exit of threads when output_height=1 and channels=1 in assembly ↵Michele Di Giorgio
pooling Resolves COMPMID-4156, COMPMID-4125 Change-Id: I408e51e9759448e6190490975ccab2c1bc07a813 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4927 Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-26Rename functions/classes for elementwise unary operationsSang-Hoon Park
* Create CpuElementwiseUnary operator * Rename kernel classes * Make the kernels stateless Partially implements: COMPMID-4003 Change-Id: Ie0440cd01d4924847d6991b4df7ccaf311439297 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4912 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>
2021-01-22Rename functions/classes for elementwise operationsSang-Hoon Park
* Create CpuElementwise operator * Rename kernel classes * Make the kernels stateless Partially implements: COMPMID-4003 Change-Id: I4ef9c61a3acc3ac5dbe46463d62dcb88a5face21 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4881 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-22Fix Scale CTS failuresSheri Zhang
- Move back to use template for NEON implementaion to be more mantainable Resolves: COMPMID-4112 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I27b60674d743e3d7ec5bb065898cb75cb40bcf0e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4900 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com>
2021-01-22Check for unsupported armv7a optimized pooling kernelsMichele Di Giorgio
Resolves COMPMID-4136 Change-Id: I3c1f9e615cb2d2c48464ac5b7dbf0a26dc435889 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4906 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-21Check for FP16 CPU support in optimized pooling kernelsMichele Di Giorgio
Resolves COMPMID-4123 Change-Id: I0c3c852c9d887cffc0d2e65142f75204ab5e3ff4 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4894 Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-21Fix softmax SVE compiling failure without SVE2 supportSheri Zhang
Resolves partially: COMPMID-3891 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I1f08746c44146f4d6ad3e48bcc3d1d2470fd156e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4893 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-21Make Sub kernel and operator statelessSheri Zhang
- Rename NEArithmeticSubstractionKernel to CpuSubKernel and move files appropriately - Add CpuSub under src/runtime/cpu/operators Partially resolves: COMPMID-4007 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I4754ca9101d82dccacca744be6d069764a9c6b55 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4868 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-20Integrate improved pooling layer on NEONMichele Di Giorgio
Resolves COMPMID-4035 Change-Id: I559f8c4208fba9193dfe5012f03ddaf26c746215 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4855 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-19Fix doxygen references to new kernelsMichele Di Giorgio
Resolves COMPMID-4117 Change-Id: I9945a92402e34b9cfe0ba9ef2a961b168bf62721 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4883 Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-19Make memset/copy functions state-lessGeorgios Pinitas
Port following functions: - NECopy - NEFill - NEPermute - NEReshapeLayer Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I75f3f837012abab79c7dde9a20a34f64f75571d8 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4800 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-19Make Add kernel and operator statelessSheri Zhang
- Rename NEArithmeticAdditionKernel to CpuAddKernel Cpu and move files appropriately - Add CpuAdd under src/runtime/cpu/operators Partially resolves: COMPMID-4005 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I1d8d406df9773fea198899f50327407d7125c38d Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4867 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-01-18Make Concatenate kernels and operator statelessGeorgios Pinitas
- Rename all concatenate kernels to use the Cpu prefix and move appropriately Change-Id: If647173e84969936ebd211d4d5ae6d1e73150bdc Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4799 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: Giorgio Arena <giorgio.arena@arm.com>
2021-01-18Add SVE for SoftmaxMichalis Spyrou
Implements COMPMID-3875 Change-Id: I38991eed3f4966db125862af066bfedff5994a25 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4854 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-18Decouple data types of elementwise kernelsSang-Hoon Park
Partially implements: COMPMID-4003 Change-Id: Ie51e43e24fb9a6b5b96d13cdc3d72fbda027a68b Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4873 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-18Cycle estimate-based kernel selection for dot product quantized s8/u8 kernelsGeorgios Pinitas
Resolves: COMPMID-3990 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: If840c79209940535450f4ea1cbf6b0ec646a168e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4866 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-17Add missing std headersSang-Hoon Park
Missing std headers - limits, algorithm, cstddef - are added where they have to be. Partially implements: COMPMID-3808 Change-Id: Ia31f75370f8440dcb753e5ac6eb2eac18e9c63f3 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4861 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-13Add SVE2 kernels for quantized elementwise operationsSang-Hoon Park
Partially implements: COMPMID-3872 Change-Id: I76d81f2b8aa343f9d830298bc931e410c7c901bc Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4842 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-01-12Add SVE support for non-quantized elementwise operationsSang-Hoon Park
SVE kernels are added to all previously supported arithmetic and comparison operations with exception of S16 arithmetic operations due to complexity of widening and narrowing of integer vectors. Partially implements: COMPMID-3872 Change-Id: Ic433eb7227dfcfd0d1429f18acebec2d934ca8bd Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4778 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-12Add SVE support and decouple data type for NEScaleKernelSheri Zhang
- Decouple data type for NEON NHWC implementation, supported data types are: fp32, fp16, u8, s16, qasymm8, qasymm8_signed. - Add SVE support for NHWC and all six data types showed above. Resolves: COMPMID-3873 Change-Id: I097de119f4667b28b025a78cadf7185afa5f15f0 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4766 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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>
2021-01-08Make 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>
2021-01-08Generalization 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>
2021-01-04Add 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>
2020-12-24COMPMID-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>
2020-12-14COMPMID-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>
2020-12-11Remove (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>
2020-12-10Remove (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>
2020-12-08Wrap 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>
2020-12-07COMPMID-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>
2020-12-03Update 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>
2020-12-02COMPMID-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>
2020-12-01Update 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>
2020-11-23COMPMID-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>
2020-11-23Update tuning numbers for A55 for both fp16 and fp32Georgios Pinitas
Resolves: COMPMID-3974 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I6d5189e44ebeda1575a80dd14ec3a09c75f68e03 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4521 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-17COMPMID-3962: Add Logical And, Or, Not support on NEONGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Iabcd94d1ed6fe8bb27ce93924c35e25f48f39cf1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4438 Reviewed-by: James Conroy <james.conroy@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> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-11-17COMPMID-3970: Failure when building with GCC < 6Georgios Pinitas
Address pre-N4387 tuple usage Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Iefe6e08e27b8fe1e688d2ff9db8cb7e172b568f3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4429 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-11-13COMPMID-3851: Fix regression on NEDepthwiseConvolutionLayerNativeKernelSang-Hoon Park
The exit condition of some for loops in quantized version of the kernel with depth_multiplier=1 is decided during compilation to fix performance issue. Change-Id: I849b3d63b2a2cf5eb374ae681898ae1c296fb4fe Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4392 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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