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path: root/src/cpu/kernels/pool2d
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2023-05-10Re-enable dyanmic weights in Neon™ depthwise convolutionRamy Elgammal
- Call Neon™ depthwise convolution validation inside in its configure() method. Resolves: COMPMID-6188 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Change-Id: Ib2ae4d995ff2bbc92ce4496d4ab93cf09113e3e9 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9594 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Reviewed-by: Jakub Sujak <jakub.sujak@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-03-01Add support for kernel indices in MaxpoolAdnan AlSinan
- Add a max pooling implementation that returns kernel indices. - Add a parameter in pooling info object to pick kernel indices impl. - Add validation tests. Resolves: [ONCPUML-1187] Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Change-Id: I485ef1604f676ee14d5f7f62d33699e49c38e4d3 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/9192 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2023-02-28Add an option to use lowest for max-poolingAdnan AlSinan
- Add a parameter in PoolingLayerInfo class to pick which value to use as min for max-pooling. Resolves: [ONCPUML-1166] Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Change-Id: I34e1cccc15176bbf31523c61e99f3188ddca23e1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8989 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2022-04-13Add support for int8 CpuPool3dAdnan AlSinan
- Add implementation for the CPU pooling 3d layer. - NDHWC data layout support. - Support QASYMM8/QASYMM8_SIGNED. - Add Pooling helper file for Pool3d/2d common functions. Resolves COMPMID-4668 Change-Id: Iadf042036b076099c2353d6e2fe9fc623bc263d8 Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7387 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-01-26Fix s10plus NEON/PoolingLayer Nightly failureAdnan AlSinan
Resolves: COMPMID-5041 Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Change-Id: I27a856671ec6210ef7b28f894124a79ca6a4281c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7009 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-12-15Unify Cpu Max pool 2d minimum value to be -inf for floating pointSiCongLi
Resolves: COMPMID-4998 Signed-off-by: SiCongLi <sicong.li@arm.com> Change-Id: Ia34c4b063ebcdb193db0a3d6c22f6769a8a902d5 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6822 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-10-12Remove padding in cpuPool2d NCHWFreddie Liardet
Remove padding from all cpuPool2d NCHW kernels (FP16,FP32 & Quantized) Resolves: COMPMID-4728, COMPMID-4823 Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: Ida619f67cd6606b33828f2d9dee925aeb794cc50 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6358 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-25Move CPU/GPU files from Core/Runtime to the respective backend foldersGeorgios Pinitas
Legacy structure contained two libraries core/runtime with two backends in each. We reduce the core/runtime libraries to a single library thus merging the backend files Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I69545765fe7a730368105cdbd067d3135ec7a174 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6155 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>