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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>
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>
2020-12-03Update 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>
2020-11-12COMPMID-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>
2020-07-24[ONCPUML-120]: Tweak of the launch heuristics for hybrid_u8u32_dot_16x4 kernelAleksandr Nikolaev
Hybrid kernel turns to be faster for qasymm8 than quantized_wrapper with interleaved. Signed-off-by: Aleksandr Nikolaev <aleksandr.nikolaev@arm.com> Change-Id: I200646aee6cdcabfe125b746c7d87bfa7d06e0fc Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3585 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-16[ONCPUML-97]: Implement "int8" support for 2D decomposition at high core countsAleksandr Nikolaev
Interleaved2d functionality was extended to uint8 and int8 kernels. Change-Id: If78facbce56e9ec7b2f4c23436af0bd5db7f7b69 Signed-off-by: Aleksandr Nikolaev <aleksandr.nikolaev@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3467 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-07COMPMID-3324: Remove pretransposed support from NEON backendGeorgios Pinitas
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I394c6c539969940e0119cbc14174909d47e65de6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3519 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-01-23COMPMID-2923 Integrate arm_gemm per channel quantizationMichalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: I8667e75843fdd6ac75bd8272a86a348b830da28d Reviewed-on: https://review.mlplatform.org/c/2548 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2019-10-23COMPMID-2577: Fuse bias addition and activation in gemm assembly kernelsGeorgios Pinitas
Change-Id: I7f52112d2d05b1ea3d3f3d4b19b8eafab05d6c44 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/2141 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
2019-07-29COMPMID-2336: Guard quint8 gemm files for aarch64 only.Georgios Pinitas
gemm_quint8 is only supported for 64-bit thus guarding to avoid any build related issues. Change-Id: Id8784dbacc467780318bd340f895a5abbd383182 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1638 Reviewed-by: Pablo Marquez <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2019-07-26COMPMID-2178: Update GEMM assembly code.Georgios Pinitas
Perform offset reduction and requantization within the assembly wrapper. Change-Id: I5d5b3e1f6f9ef4c71805362c57f88ff199c027a3 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-on: https://review.mlplatform.org/c/1541 Comments-Addressed: Pablo Marquez <pablo.tello@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
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