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2021-09-07Update cpu depthwise kernelsFreddie Liardet
Resolves: COMPMID-4688 Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: I9e22f967f5b7ccaebff2fc49f0253f621d62d820 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6030 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>
2021-09-06Revert "Remove padding from ClGemmMatrixMultiplyReshapedKernel"Pablo Marquez Tello
This reverts commit 50335fd3d0734157382741fcf1bfdaf630c60c4b. Resolves COMPMID-4792 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Change-Id: Ia6580143d9cf5a7bd5c87ca4214022f7c241ec6f Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6214 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-06OpenCL job chaining supportGiorgio Arena
Resolve COMPMID-4714 Change-Id: I53b74956da10a8d7ffa2c5681f3b7f74acaa3201 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6215 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-09-03Remove padding from ClPool2dKernel NCHWGiorgio Arena
- Simplify NCHW kernel structure by removing old optimized paths - Merge quantized with fp kernels Resolve COMPMID-4722 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I79016b119619aed6a6193295601cd6517f14b88c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6183 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2021-09-03Fix CLNormalizationLayer NCHW border calculationSiCongLi
* Calculate border using both norm size and vec_size_x * Expose reference tensor printer Resolves: COMPMID-4793 Change-Id: I7bd8e49779baf7d6848271757bc7993aa1ed2960 Signed-off-by: SiCongLi <sicong.li@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6201 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-09-01Remove padding from ClGemmMatrixMultiplyReshapedKernelMichele Di Giorgio
Create new macros for loading values from memory while being aware of boundaries of the tensor to not generate page faults. Resolves: COMPMID-4447 Change-Id: If9a455291e395ebd9070ebe5e120b3064d8fab29 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6168 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-01Printing operators parameters, currently for CpuAdd operator only.Ramy Elgammal
Resolves: COMPMID-4718 Change-Id: Id4dd762cd1b759bb814b9d0b1ea0c9ba4dfbae6f Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6139 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-09-01Fix strict overflow warningsMichalis Spyrou
Resolves COMPMID-2138 Change-Id: I5587fe53ec99d164413cde1809d1791bf909b8df Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6171 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@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>
2021-08-25Sync backend only if allocated rather than supportedGiorgio Arena
Resolve COMPMID-4785, COMPMID-4786, COMPMID-4787 Change-Id: Ic59463e69d824fa0db186f65c5108f18d99f4b73 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6165 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-08-24Remove map/unmap overhead for input/output accessor when using DummyAccessorGiorgio Arena
Don't map/unmap when the tensor data is not accessed in the input or output accessor. This is so to avoid measuring CPU overhead when benchmarking on the GPU backend. Resolve COMPMID-4712 Change-Id: I5baba1b93e7a51fe13525bcce6c0cfdecb14493e Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6140 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-08-24Re-use auxiliary memory withing CpuWinogradConv2d operatorsGeorgios Pinitas
Input/Output transformation operations are independent and done in different time-steps of the algorithm, this memory can be re-used between this transformation stages. Moreover, reduce the allocation when extracting workspace sizes for Winograd trasformations. There is a mix return of sizes in bytes and elements, thus ensure the correct is in place. storage_size() member functions return elements while working_space() function bytes. Resolves: COMPMID-4781 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I705445ba7ca818cead48369db3cacd49684c7192 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6145 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-08-23Remove padding from ClScaleKernelGiorgio Arena
- Merge quantized kernels with fp for bilinear interpolation (both NCHW and NHWC) - Pass dimensions at compile time rather than at run time - Use tile-based approach to rework the NCHW kernels - Remove unused functions/files Resolve COMPMID-4723 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Ifcdf02beb9daa9f318395751b3c85eb2fe874082 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6138 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-08-20Rename [Cl|Cpu]GemmConvolution to [Cl|Gpu]GemmConv2dGeorgios Pinitas
Renaming the gemm-based convolution operators to accomodate for new operators with higher convolution dimensonality Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Id2f2cf11404221f0e87baa0e5d08ad5d63eaf78e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6113 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-19Address comments on avoiding releasing weights if used by multiple functionsGiorgio Arena
Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I0b59c5326f5fcbc322fbeb864197ea999de6bd56 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6112 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-18Enable fast_math on CpuGemmConvolutionGeorgios Pinitas
Fast-math mode enables faster GEMM implementations to be used assuming an accuracy impact is acceptable. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I0d0f23a2843426cc37a31f63022c790249b71c69 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6122 Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-08-18Update the heuristic to call direct convolution in clConv2dGian Marco Iodice
Resolves COMPMID-4773 Change-Id: Id0e4126bd28025d13011a14cba99022a1c88322a Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6123 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com>
2021-08-18Retain weights in ClGemm when reconfiguring the operator with retentionGeorgios Pinitas
- Reduces the size of the WeightRetentions tests - Ensure the weights are retained the only the Src,Dst are updated Resolves: COMPMID-4775 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: If12daa4bd4bf89ec28faa743fb7291895cbe7b7c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6121 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-13Avoid releasing weights if they are used by multiple functionsGeorgios Pinitas
Resolves: COMPMID-4769 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Iccadcbd68b0fd84ed3bf212e358a4ea944084a40 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/349845 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6107 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-08-13Ensure correct transformed matrices are used in CpuGemmConvolutionGeorgios Pinitas
Resolves: COMPMID-4763 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Iae2e093cfb7d2c7172603897afe1c6a2e5d1caa3 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/349725 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6101 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com>
2021-08-12Ensure that correct transformed matrices are used in CpuFullyConnectedGeorgios Pinitas
Execution pack of CpuFullyConnected was altered explicitly with local objects that were getting out of scope. Leading to incorrect results or memory related issues. Track transformed weights and register the weights matrix explicitly during execution honoring the object lifetime scope. Resolves: COMPMID-4762, COMPMID-4764 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I53449c377fb1cfccdf5e6f9505d963518748c318 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/349345 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Pablo Tello <pablo.tello@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6092 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-11Fix performance regression due to clFinish()Gian Marco Iodice
- In ClGemmLowpMatrixMultiplyCore::prepare we always called clFinish() also when the workload was already prepared Resolves COMPMID-4707 Change-Id: Icdcee528590e2c5efb75325a80c2a45ec84993d1 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6082 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
2021-08-10Fix compiler error in CLActivationLayerPablo Marquez Tello
* GCC 7.4 + Ubuntu 16 * Resolves COMPMID-4761. Change-Id: Id259f00c860b23c4a20881dd0c6ab6468cf17385 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6070 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Nikhil Raj Arm <nikhil.raj@arm.com>
2021-08-06Fix compiler error in GCC 7.4 + Ubuntu 16Pablo Marquez Tello
* Resolves COMPMID-4761. Change-Id: I849836fa507e8fa2b01737ace16e0cb30a9eb42c Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6061 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Nikhil Raj Arm <nikhil.raj@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-04Remove 21.08 deprecated codeFreddie Liardet
Also correct some deprecation macros Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: Ib28d42571f55d7b01563a0877b92b8f3128831ba Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6036 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-04Report error for unsupported non-constant weights in CpuFullyConnectedMichele Di Giorgio
Change-Id: I434844b9194997028e1666f4bce58e69839b886d Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6038 Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-08-04Fix depthwise convolution assembly kernelsFreddie Liardet
Resolves: COMPMID-4710 Change-Id: I35b964731aeed0e6f4f873f59341bee48e4a41fd Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6039 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-04Avoid over-allocation of temporary buffers within CpuWinogradConv2dGeorgios Pinitas
Resolves: COMPMID-4716 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ie036d2bb7a243301a62f089b3920ebee0f409190 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6028 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2021-08-04Implement Operator APIGeorgios Pinitas
Resolves: COMPMID-4512 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Id12130365fa3fe2261160931dcc7affb6b467186 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6031 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-02Add missing limits includeFreddie Liardet
Add missing limits include. Remove redundant limits includes. Resolves COMPMID-4756 Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: Ibfd0e48617d2eec79a8558cbe502b50864c0940b Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6029 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-02Benchmark and set default LWS for GEMM, Direct convolution and WinogradGiorgio Arena
Resolve COMPMID-4487, COMPMID-4488, COMPMID-4489 Change-Id: Id5a1178a5a452a969b41eea48cb36727e4dbe27b Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6014 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-08-02Port CLConvolutionLayerSheri Zhang
Resolves: COMPMID-4508 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Ifcb6d8ab290655dc8f47a067f23324cf227736f1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6015 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-07-30Port ClFullyConnected to new APIGeorgios Pinitas
Resolves: COMPMID-4391 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Idcd5e22ed6e901c7f4c7530e5547ea6a7814ae59 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6025 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-07-30Reintroduce implementation of NEConvolutionLayer::get_convolution_methodMichele Di Giorgio
Issue caused by the porting of the function to the new API. The method will call down to the new CpuConv2d implementation. Change-Id: I650ad1f17c8b89a637b589e452ca785b5d14e975 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6027 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>
2021-07-30Compilation issue: neon=1 armv8.2 on Android with NDKr18beta1Gian Marco Iodice
- The issue was related to the __fp16 specialization on the depthwise convolution layer (cpu) Resolves COMPMID-4741 Change-Id: I6072230c60df6659951db2a1adf611eca6ab7efe Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6026 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-07-29Fix A55 performance constant for fp16 hybrid gemm kernelGeorgios Pinitas
Resolves: COMPMID-4737 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ia334ecacb38d9c39a73fd65c21445f9195b1aa5b Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6018 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-07-29Port NEConvolutionLayerMichalis Spyrou
Resolves: COMPMID-4507 Change-Id: I9557026ec0052b5585994f7a1300a14565c976d0 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5964 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-07-28Create custom flags for enabling fp16 supportGeorgios Pinitas
Resolves: COMPMID-4655 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I1c1398b39da6da089b288d032074b270d87510c4 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6010 Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-07-28Reduce binary footprint of CpuConvertFullyConnectedWeightsKernelMichele Di Giorgio
Binary size reduction for this kernel is almost 50%. Also remove unused NEConvertFullyConnectedWeightsManaged. Change-Id: Ia46a1342a0737397b4aac2578d963c2ebb7446e3 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6011 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-07-28Fix bare metal build issuesFreddie Liardet
Add missing limits includes. Fix error from std::min/std::max not being found Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: If4146131073fc7f0506833a8529780bc5bde2a2e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6004 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-07-28Fix cpu GEMM fp16 issueFreddie Liardet
Fix issue where incorrect window variable was used for calculation in the cpu GEMM fp16 case. Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: I3a0257906e6de312b3d6fd696f118f66aae6e0c1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6012 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-07-28Reorganize the kernels into nhwc, nchw and common foldersAdnan AlSinan
- Adding the flags for NCHW and NHWC resolves COMPMID-4453 Change-Id: If6a0783aa04b403d568f0ac0c7cf9016134409cd Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5997 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Georgios Pinitas <georgios.pinitas@arm.com>
2021-07-28Remove generated kernels that overlap hand-written onesGeorgios Pinitas
Generated kernels are not used at the moment. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I3ba767a53f78e4409c70a850c8051f6ee7453358 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6008 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-07-27Fix memory lifetime issueGeorgios Pinitas
B matrix was getting released while was still needed for a Native GEMM execution Resolves: COMPMID-4705 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I1e490abbe1feabd451d10fa785de21e725f1d6e0 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6001 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-07-27Port CLGEMMConvolutionLayerManuel Bottini
Details: port CLWeightsReshapeKernel to ClWeightsReshapeKernel port CLGEMMConvolutionLayer to ClGemmConvolution Resolves: COMPMID-4515 Change-Id: I7d5b4ec72db2742f6eb9f3ffc88f717c35b4f2a3 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5983 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-07-27Dispatch Conv2d using the Direct method when necessaryGeorgios Pinitas
Direct Convolution will be preferred for large kernel sizes (>=5) and when input feature maps are greater or equal to output feature maps. Resolves: COMPMID-4708 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ic9fe8b178a58bd95e7c47597221e47d344f96c79 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5996 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-07-27Update GEMM assembly performance parametersGeorgios Pinitas
Resolves: COMPMID-4709 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I20913c6153b8b86edf6e83d5f64175dcdf76dab4 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6002 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-07-26Add missing limits includeFreddie Liardet
Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: I663521a99b396a10d3b43947364c27a0ddc299fe Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5994 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-07-26Fix allocation of prepare tensor on ClWinogradConv2dGeorgios Pinitas
Preparation tensor was allocated during execution. Avoid if GEMM used by the Winograd function is reshaped. Resolves: COMPMID-4640 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Id5b7e6bbfe9f69661baa9d42698cdc2cc1b422b2 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5991 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-07-25Reorganize the kernels into nhwc, nchw and common foldersAdnan AlSinan
The Following kernels have been split into nchw/nhwc kernels files: - batchnormalization_layer - batch_to_space - channel_shuffle - depth_to_space - dequantization_layer - im2col - normalization_layer - normalize_planar_yuv_layer - normalize_planar_yuv_layer_quantized - pooling_layer - pooling_layer_quantized - remap - reorg_layer - scale - scale_quantized - space_to_batch - space_to_depth - upsample_layer - winograd_filter_transform - winograd_input_transform - winograd_output_transform The following kernels have been moved to nchw folder: - direct_convolution1x1 - direct_convolution3x3 - direct_convolution5x5 - direct_convolution_quantized - prior_box_layer The following kernels have been moved to nhwc folder: - direct_convolution - dwc_native_fp_nhwc - dwc_native_quantized_nhwc The following kernels have been removed: - sobel_filter While the rest kerenls have been moved to the common folder. Partially resolves COMPMID-4453 Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Change-Id: Ic327ac935687ec351c610c65a3c6357f364a5a58 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5919 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-06-29 22:11:12 +0000