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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>
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>
2020-11-23Fix output address calculation in GEMM OpenCL kernelsMichele Di Giorgio
Resolves COMPMID-3977 Change-Id: I222e0d1726993e54699646323820fc4ae53ab520 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4530 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: 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>
2020-11-23Initialize 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-3980: Fix F16 regression on Mali-G76Gian Marco Iodice
- The issue was related to the wrong N0 used in CLGEMMReshaped heuristic Change-Id: Iecb010f0de383169c9fb8543faf15b2f93ba2ed8 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4464 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-11-18COMPMID-3981: Fix missing fallback for export to cl_imageGian Marco Iodice
- Fix missing fallback in the CLGEMMReshaped heuristic on Mali-G77 Change-Id: I0a243c7ed153216966d0809a3b3348f030a845eb Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4463 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: 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-3979 Sanitise Padding Removal epicSiCong Li
* Add missing padding immutability asserts in all relevant CL kernels * Remove unnecessary zero padding validation tests. Change-Id: If93f9ccbc988e0286f5e7b135f812141476d5da0 Signed-off-by: SiCong Li <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4446 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: 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>
2020-11-17COMPMID-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>
2020-11-16COMPMID-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-3956: Nightly CL failure on G71 with error code -7Manuel Bottini
Change-Id: Iba02375df47d227feca07cc0215e3389e7c55ade Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4401 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>
2020-11-13COMPMID-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>
2020-11-13COMPMID-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>
2020-11-13COMPMID-3852: Fix NEReduction windowGeorgios Pinitas
ReductionOperations splits the kernel for scheduling on the X dimension when reduction axis is > 0. By setting the execution window to be unit one in the X dimension the execution was always restricted to a single thread. Alters the window to enable multi-threading Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Idcbe2b78957678310bb8e895969f01de972d3667 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4389 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-11-12COMPMID-3960: Mismatch on NEArithmeticSubtractionGeorgios Pinitas
Corner-case failure when both input shapes had unit shape on the X axis. Broadcasting was enabled leading to invalid window execution. Check is updated to cross-validate the presence of broadcasting by checking the X dimension in both input shapes. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I0b79542279e8d155d2661fddff9691d94a1f6855 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4391 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@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>
2020-11-12COMPMID-3735 Remove OpenCL padding: CLSoftmaxLayerKernelGiorgio Arena
- Renamed SELECT_DATA_TYPE to SELECT_VEC_DATA_TYPE to reflect its usage with vectors. SELECT_DATA_TYPE(dt) will now return the primitive data type - Changed the interface of VEC_OFFS and V_OFFS in order to receive the primitive data type as a parameter rather than its vector form - Performed a general cleanup of the kernels, such as creating macro for sum and max reduces, remove reduntant macros, defines, variables, calculations, etc... - Using VEC_SIZE and VEC_SIZE_LEFTOVER in every kernel in order to allow computation for smaller shapes without adding paddings - Removed the actual padding from the kernel and adjusting its calculations accordingly. Added asserts for padding removal checks. Removed invalid Validate tests. Change-Id: If5ccbd5d34e255d38c7f6bfe8740e2b80b28e264 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4277 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: 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>
2020-11-10COMPMID-3958: Fix build error with Werror=1Sang-Hoon Park
Remove unused variable in anonymouse namespace. Change-Id: Id9775cd7982f2a2ebf68f20e0c4e33013c3382a0 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4361 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-10COMPMID-3639: Fix script to generate *Kernels.hSang-Hoon Park
Change-Id: Ie44fc807fe8d7ad04a97f0ea4f611b60cb8e0716 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4325 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-11-09COMPMID-3852: Fix complex multiplication remove padding performance regressionSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I2605baba63c9cca0370328860313b8ec09e04fb6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4355 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-11-09COMPMID-2808: Add support for QASYMM8_SIGNED in NEROIAlignLayerSheri Zhang
Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Id4f4c96e1823a4b27886fee9baf70847172e619c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4335 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@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>
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-17 01:03:45 +0000