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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>
2021-01-19Remove padding from direct convolution - OpenCLGian Marco Iodice
- Refactor direct convolution for NHWC - Remove old kernels for NHWC - Change the heuristic in CLConvolutionLayer.cpp. The new direct convolution implementation is faster than FFT Resolves COMPMID-3908 Change-Id: Iee15ce7b04e21847b6eaae5c6d3c1b18180e7efc Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4876 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@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 explicit cast to fix gcc10 build errorSang-Hoon Park
With v8.6 arch flags, gcc10 fails to build due to type of the argument doesn't match to its template argument. This is fixed by adding explicit casting. Resolves: COMPMID-4096 Change-Id: Ifc86c4b9afeb43594ea3b758de417dbdc1394880 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4872 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-01-15Release winograd transformed weights if not needed on NEONGeorgios Pinitas
GEMM function used within NEWinogradLayer re-transforms the weights after the original winograd transformation leading to double allocation of the weights. Release appropriately and retain only one copy of the weights, the last transformed one. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I60459bfe370bff453150dfe9536cd9e7a5b56def Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4862 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-14Remove OpenCL padding CLTransposeKernelManuel Bottini
By handling more general NxM blocks (where M and N can be 1,2,4,8,16) instead of only 4x4, 8x8, 16x16 and managing corner left values with partial stores Resolves: COMPMID-3923 Change-Id: I49b1a560c8325e00e061bd04edcf55034d04dcd8 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4780 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-01-13Add support for macOSGeorgios Pinitas
* Add 'macos' as an additional OS build option * Guard unsupported paths like thread scheduling control and hwcaps checking with the __APPLE__ macro * Map linker options to respective Mach-O linker options Change-Id: I67bd9fa3c20831427b218ca7d3b4b9d454ab4fec Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4788 Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: 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>
2021-01-07Clean 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>
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>
2020-12-14Enable 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>
2020-12-10COMPMID-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>
2020-12-03Fix 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>
2020-12-02Remove 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>
2020-12-01Initialize 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>
2020-11-23COMPMID-4018: Fix heuristic fallback for CLGEMMReshapedRHSOnly forGian Marco Iodice
Mali-G52 - Missing fallback in case of export to cl_image Change-Id: I5bb3013fd1350628f16e4709c4bb31999fece22d Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4531 Reviewed-by: Pablo Marquez Tello <pablo.tello@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>
2020-11-23Initialize unitialized M parameter in NEGEMMAssemblyDispatchGeorgios Pinitas
Resolves: COMPMID-3991 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I353ad84833ce25e1adadb980f46b95de63dd6c62 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4522 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-20Validate support of fused activation in NEFullyConnectedLayerGeorgios Pinitas
Resolves: COMPMID-3989 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I05bea7f5b0c98b65d3fbb0420117e2723f580c5e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4495 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-11-18COMPMID-3961: Add Logical OR/AND/NOT operator on CLSang-Hoon Park
Change-Id: I612aeed6affa17624fb9044964dd59c41a5c9888 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4448 Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-17COMPMID-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-3975: Update CLGEMM heuristic for Mali-G52 F16Gian Marco Iodice
- Update the GEMM heuristic for Mali-G52 - Fix the GEMV heuristic on Mali-G76 Change-Id: I895153d02d09e73c51ecf158e2ae43f81f6d7b05 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4425 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-16COMPMID-3973: CTS failure in QASYMM8_SIGNED Depthwise and Fully connected ↵Michele Di Giorgio
when fusing Bounded ReLU in Android R GpuAcc Change-Id: I6cfee002846d0c84de7e0a5f141dfc4807b93b33 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4421 Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-13COMPMID-3959: Update Mali-G52 heuristic for CLGEMM - F32Gian Marco Iodice
- Add heuristic in CLGEMMKernelSelection - Add heuristic in CLGEMMReshapedRHSOnly - Add heuristic in CLGEMMReshaped Change-Id: Ibaa13398f7a5976418a0ab1b6696ace09cc480fa Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4366 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-12COMPMID-3776: Indirect GEMMGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I51a1b0f098bc3a8c408c50c92221e4df3061e12c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4343 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> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-11COMPMID-3792: Graph examples crash on bare-metalGeorgios Pinitas
Restricts check of empty windows to 1D splits. This avoids out-of-bounds access when the GEMM2D Interleaved kernel is picked where the split dimension specified is MAX_UINT32. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I65f42a0cda7b2f1ae65f29c665c2734fbc825214 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4367 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-11-09COMPMID-3951 LargeGraph_FLOAT32_Rank4_25 CTS failures in Android Q in CL Fix 2SiCong Li
* Select between the 2 reshaped rhs only kernels at run time Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Iae6bcc5379d6d84b5538feccf255cbed43fe64c0 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4348 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-11-07COMPMID-3639: (3RDPARTY_UPDATE) Move CL kernels to srcSang-Hoon Park
Change-Id: I10d27db788e5086adae1841e3e2441cd9b76ef84 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4310 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-11-03COMPMID-3638: Move NEON kernelsMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Ieed3e4bc8be7fef80c90c5094599b477a56fc473 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4285 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-11-03COMPMID-3939: Update GEMM heuristic Mali-G77Gian Marco Iodice
- Update heuristic for GEMM reshaped RHS only - Fix left-over block size in CLGEMMMatrixMultiplyReshapedOlyRHSKernel Change-Id: I34c738821ed2e4a537da4a15058eec164cb6b61f Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4305 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-30COMPMID-3930: Update CLGEMM heuristic for fp16. Mali-G76Gian Marco Iodice
- Since the GEMM kernel can now work without padding, the heuristic requires to be fine-tuned to exploit this feature - The heuristic affects Mali-G76 FP16 only Change-Id: Ia430627f02131ad956ce2219b80c83c8e7cabaf2 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4284 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: SiCong Li <sicong.li@arm.com>
2020-10-26COMPMID-3925: Dispatch CLGEMM with no padding y requirementGian Marco Iodice
- Add has_pad_y flag in GEMMKernelInfo - Skip reinterpret as 3D in CLGEMMMatrixMultiplyReshapedOnlyRHSKernel if has_pad_y = false - Add test to validate CLGEMMMatrixMultiplyReshapedOnlyRHSkernel with had_pad_y = false/true - Configure two variants of CLGEMMMatrixMultiplyReshapedOnlyRHSKernel to run with has_pad_y = false/true in CLGEMM - Check if the lhs/dst tensors have pad y. If not, run CLGEMMMatrixMultiplyReshapedOnlyRHSKernel without padding requirement Change-Id: I68bb43389789736d676b899ac7c77fd9138babaf Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4248 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>
2020-10-23COMPMID-3708 Remove OpenCL padding: CLCopyKernel [Patch2]SiCong Li
* Remove the user-supplied padding from CLCopyKernel Note that this padding is different from the internal "padding" in the original task, as it is user-supplied instead of internal. This user-supplied padding interface is removed simply because it has been replaced by a more capable CLPadLayerKernel, and is not used anywhere else. Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ib53e76efd7d043ee79dcd47ca734c6dc685da43e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4194 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-20COMPMID-3876: Fix wrong validation logic in QLSTMSang-Hoon Park
Change-Id: Ie0ea5b009bead53817e76fb06213b332e7712c9c Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4215 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-20COMPMID-3715: Remove OpenCL padding - CLElementwiseOperationKernelManuel Bottini
Change-Id: I8a685d4ac5de747a0f775bd10be9c411cf394953 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4140 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-10-20COMPMID-3637: Move utility headers from arm_compute to srcSang-Hoon Park
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: If9d6fa8c900b68c4b6fd373f2fc1f9abb83ea917 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4145 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-10-19COMPMID-3163: Remove padding from NEDepthwiseConvolutionLayerNativeKernelSang-Hoon Park
Change-Id: Ibbd6bee5c6a4ce4f212b207d17a65b9c33bcfa78 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4106 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-07-19 15:25:20 +0000