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2021-06-18Integrate improved CPU depthwise convolution kernelsMichele Di Giorgio
* Replace assembly kernels for depthwise convolution with more optimized ones. * Add int8 assembly kernels. * Fix implicit padding on optimized kernels Resolves: COMPMID-3867, COMPMID-4361 Change-Id: I0b0867e05f61be4f368f62190d55e14d0ab3ebf2 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5622 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-06-18Remove implementation headers from NESoftmaxLayer public headerGeorgios Pinitas
Resolves: COMPMID-4587 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ib216abcb0b9cd7f545d7c97e9d3447cb1b28f180 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5828 Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-06-15Add CPU discovery capabilities.Georgios Pinitas
Resolves: COMPMID-4500 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I008c51934ef813fb1f489b531288c4419e701955 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5799 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-06-15Port CLWinogradConvolutionLayer with ClWinogradConv2dManuel Bottini
Port CLWinogradInputTransformKernel Port CLWinogradFilterTransformKernel Port CLWinogradOutputTransformKernel Resolves: COMPMID-4504 Change-Id: I3177dda0b9c2f56b36cb317027e94abe8d47229e Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5680 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-06-15Fix incorrect memory handling in ported functionsManuel Bottini
Details of the functions: - ClSoftmax - CpuSoftmax - CpuPool2d Change-Id: Icd2c14d5df010c3b2301e2693ce6f414d7c61916 Resolves: COMPMID-4404 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5797 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-06-15Add NHWC support to CLRemapFrederick Liardet
Add NHWC support to CLRemap, also add relevant tests. Partially resolves COMPMID-4335. Change-Id: I119bea99be497fb85d5cd83a10f8d4e8e1f97f17 Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5773 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-06-11Fix errata in documentationJakub Sujak
This patch addresses the following errata found in the project documentation: * Common typos. * Missing use of trademarks. * Incomplete operator descriptions. * Examples of code that have since been removed from the library. * Plus clarification over the usage of `All` category for data types and layouts. In addition, the Operator list was not generated properly due to: * Non-matching cases in the filenames (i.e. `Elementwise` and `ElementWise`). For consistency, all usages of the latter have been renamed to the former. * Extra data layout tables in the headers for the `NESlice` and `NEStridedSlice` functions (note: not present in CL counterpart) meant documentation for those functions was generated twice. Resolves: COMPMID-4561, COMPMID-4562, COMPMID-4563 Change-Id: I1eb24559545397749e636ffbf927727fb1bc6201 Signed-off-by: Jakub Sujak <jakub.sujak@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5769 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com>
2021-06-07Revert "Implement memory injection in CpuDirectGemmConv2d"Michele Di Giorgio
This reverts commit b3be45759bdd0749ae3a16fe470820f0d9830ea9. Resolves: COMPMID-4548 Change-Id: I46e0d8c67ddf988af3ce38f83177cda412db916c Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5775 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>
2021-06-01Rename ported functionsManuel Bottini
Rename CpuPooling to CpuPool2d Rename CpuPoolingKernel to CpuPool2dKernel Rename CpuPoolingAssemblyWrapperKernel to CpuPool2dAssemblyWrapperKernel Move CpuPool2dAssemblyWrapperKernel in internal subfolder Rename CpuDepthwiseConvolutionNativeKernel to CpuDepthwiseConv2dNativeKernel Rename CpuDepthwiseConvolutionAssemblyDispatch to CpuDepthwiseConv2dAssemblyDispatch Rename CpuDepthwiseConvolution to CpuDepthwiseConv2d Rename CpuDirectConvolutionKernel to CpuDirectConv2dKernel Rename CpuDirectConvolutionOutputStageKernel to CpuDirectConv2dOutputStageKernel Rename CpuDirectConvolution to CpuDirectConv2d Rename ClPoolingKernel to ClPool2dKernel Rename ClPooling to ClPool2d Rename ClDirectConvolutionKernel to ClDirectConv2dKernel Resolves: COMPMID-4405 Change-Id: I8e48f015e4e492a76a7512f5679cb3eb0cd028f6 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5708 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-06-01Optimize int8 arithmetic addition on CPUGiorgio Arena
Avoid accessing quantization info from TensorInfo in leftover loop. Use the already available UniformQuantizationInfo instead Create another version of the quantize utility function which assumes RoundingPolicy::TO_NEAREST_UP. This allows us to call std::lround() and avoid some overhead Resolve COMPMID-4546 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Ib481a586f879b7e937e3d54ba11100d0a37ef277 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5722 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-05-27Implement memory injection in CpuDirectGemmConv2dSang-Hoon Park
The following operators are now stateless by implementing memory injection. - CpuDirectGemmConv2d - CpuGemmAssemblyDispatch A test case is added to test if CpuDirectGemmConv2d can run on different group of tensors with a single configure. Resolves: COMPMID-4506 Change-Id: I48f44ed41236ca7e18da2de07bdbacc9007a3c5e Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5718 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com>
2021-05-26Create CpuGemmDirectConv2dSang-Hoon Park
As the first phase of making NEGEMMConv2d stateless, CpuGemmDirectConv2d operator is created. Kernels and operators used by the operator use TensorInfo pointers instead of Tensor pointers. The CpuGemmDirectConv2d isn't completely stateless because it manages one intermediate tensor internally. This will be resolved by implementing memory injection mechanism with the following patches. Also, weight manager of CpuGemmAssemblyDispatch is disabled to enable this work. Implements: COMPMID-4506 Change-Id: Iec3ca6de29d98bef7ea95e8f4473d6dc0024a140 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5672 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>
2021-05-25Remove used auxilary tensors from ClGemm's tensor packSang-Hoon Park
When the used auxilary tensors are kept in the tensor pack, the pointers in the tensor pack can point memory space that has been already freed. In some cases, this leads crashes or unpredictable behaviour. Resolves: COMPMID-4536 Change-Id: I4cc83310dfe084d477a5f9bece216228c3edb172 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5710 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-05-20Add support for dynamic weights in CL FullyConnected layerGiorgio Arena
Make GEMM use its native version if weights are dynamic. This ensures no reshape gets performed on the weights tensor Enable dynamic weights tests for the OpenCL backend Resolve COMPMID-4223 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Iccc4806701772cede23e24df09c786914d00034c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5652 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-05-19Port DepthConvert to new ApiGeorgios Pinitas
- Renames DepthConvert to Cast - Ports both NEDepthConverLayer and CLDepthConvert variants - Removes legacy shift capability from DepthConvert, allowing only shifts of 0 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I806a0f8eb23d23502b632c529fda7edde19c8176 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5565 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-05-18Port CLGEMM to memory injecting interfaceGeorgios Pinitas
Moves the following kernels: - CLGEMMMatrixMultiplyKernel - CLGEMMMatrixMultiplyNativeKernel - CLGEMMMatrixMultipluReshapedKernel - CLGEMMMatrixMultiplyReshapedOnlyRHSKernel Moves the following functions - CLGEMM Introduces facilities to easy handling of auxiliary temporary buffers under then new run interface. Such are: - CLAuxTensorHandler: That allows wrapping of workspace buffers memory to CLBuffer objects - Ability to inject TensorInfo to allocator without transferring ownership. This reduce the copy overhead if needed. Resolves: COMPMID-4188 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I7055435d831b05b749b26302082e4ac45f26dfb0 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5498 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-05-18Remove padding from NERemapKernelManuel Bottini
Use of out_of_tensor function to check if parallel instructons can be used safely Reverting to serial computation otherwise Resolves: COMPMID-4449 Change-Id: I23a986612e3c5d0367e23e56f1aeedbb1330cffc Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5651 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-05-18Port CLFlattenLayer to a memory injecting interfaceGeorgios Pinitas
Resolves: COMPMID-4502 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I00621a772135f65a92aa70e6a19dd5f743915378 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5649 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-05-18Port NEFlatten layer to a memory injecting interfaceGeorgios Pinitas
Resolves: COMPMID-4503 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ic536f62a9561d709c16d5f9cca28784cb7f281b6 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5650 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-05-17Move memory management out of CpuPoolingMichele Di Giorgio
Change-Id: Idae4fc687942f61a1f63f23c9e5538df28888d93 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5632 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-05-14Rename NEGEMMAssembly to CpuGemmAssemblySang-Hoon Park
- Dispatch, WrapperKernel has been renamed and moved - Header files for assembly kernels have been moved Partially Resolves: COMPMID-4506 Change-Id: I6c2f391bb95ba1ce7ca195d0efa57b9c3225570f Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5637 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-05-13Fix Macros.h include in NEScaleMichele Di Giorgio
Remove Macros.h from arm_compute and avoid use of headers from src inside files in the public interface. Resolves: COMPMID-4525 Change-Id: I58b1b46896d366078cc9df7a0e36d5878064051d Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5641 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-05-13Fix Pooling Layer Bug when input is 1xN sizeFreddie Liardet
Return error in pooling layer when any calculated output dimension is less than 1. Simplify use of pooling layer output dimension values in CpuPoolingKernel.cpp. Remove some invalid tests in cpu/gpu pooling layers. Resolves COMPMID-4358. Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: If8f8ffec579d3eca1c27a45e5b0b684a77103cff Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5559 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>
2021-05-12Remove unused CLCoreRuntimeContextGeorgios Pinitas
CLCoreRuntime context is currently unused and is planned to be replaced by the Context infrastructure Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ic2874800960ca954f647e8867e7db951ce823e1c Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5571 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-05-11Adding S32 Support to NEG operator in CLElementwiseUnaryLayerSuhail Munshi
Resolves : <COMPMID-3793> Signed-off-by: Suhail Munshi <MohammedSuhail.Munshi@arm.com> Change-Id: I4a6144ba788ae46d9637987455bec2dff8b6f561 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5586 Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Aleksandr Nikolaev <aleksandr.nikolaev@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-05-11Add constant_weights boolean to FullyConntectedLayerInfoMichele Di Giorgio
This is needed to enable support for non-constant weights in Fully Connected Layer, useful in NLP use cases where Fully Connected layers weights come from other nodes in the graph and therefore change between runs. Resolves: COMPMID-4220 Change-Id: I0c2fe97eeb7554efac7ea9a6d6b7243332615052 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5579 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-05-07Remove TODOsSheri Zhang
Remove TODO/FIXME either already done or won't do. Partially resolve: COMPMID-4471 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Iec8f25b9bf1b2a70c072dd17d44625fa93e84ed1 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5591 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-05-06Remove deprecated functionsSheri Zhang
- CLTuner deprecated functions will be removed in 21.08 - CLMap will not be deprecated anymore Partially resolve: COMPMID-4471 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I8fe4f93bf88a512017d433eeec1c025402a0ac24 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5580 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-05-05Creates ClKerneLibrary to serve just as a kernel container without build logicGeorgios Pinitas
Moves all the kernels out of the legacy CLKernelLibrary into a separate class that its planned responsibility is to only handle the kernel strings. Currently CLKernelLibrary mixes kernel inventory and building logic, thus coupling multiple responsibilities. By separating compilation logic, the kernel library removes any dependencies from the OpenCL and simplifies maintainance but also increases flexibility. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Idcd491783b5a413bd944d385956075ead0204362 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5572 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Aleksandr Nikolaev <aleksandr.nikolaev@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-05-05Rename Quantization/Dequantization kernels/operators to imperative moodGeorgios Pinitas
Renames the following kernels/functions - [Cl|Cpu]DequantizationKernel -> [Cl|Cpu]DequantizeKernel - [Cl|Cpu]Dequantization -> [Cl|Cpu]CpuDequantize - [Cl|Cpu]QuantizationKernel -> [Cl|Cpu]QuantizeKernel - [Cl|Cpu]Quantization -> [Cl|Cpu]Quantize Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: Ic3c5eb3b7fe28f807294d159830eef99c2dd6219 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5566 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-05-05Adding S32 support to CLPixelWiseMultiplicationSuhail Munshi
Partially resolves : COMPMID-3793 Signed-off-by: Suhail Munshi <MohammedSuhail.Munshi@arm.com> Change-Id: Id82e00c784f0a039017fd896f11671bdda2dd4ab Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5530 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-05-05Update operator list part3Sheri Zhang
Partially resolve: COMPMID-4199 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: Id24702d258fb4e04ad948e7cf6c0efd98d2a5456 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5561 Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-05-04Rename PixelwiseMultiplications to Mul for simplicityGeorgios Pinitas
Changes the names of the following: - PixelWiseMultiplicationKernel to MulKernel for all backends - PixelWiseMultiplication to Mul for all backends Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I88108c2d22c888fce37ea1028863026160b9da97 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5534 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-30Update operator list documentation. Part 2.Teresa Charlin
All data type and data layout information for the operators are store in the function header files Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I30b564f7eda6bbd99bf3ad36ddb6639ac118eb8b Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/319829 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Michele DiGiorgio <michele.digiorgio@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5531 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-29Remove OpenCL padding: CLReductionOperationKernelGiorgio Arena
Change the parallel implementation across the X, now every thread computes one row Add missing test for MEAN_SUM Make reduction on any axis != 0 work with num_channels > 1 Resolve COMPMID-3917 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Ib0f99540104e3c253bcd1ea637833db533f5e76e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5522 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-04-28Add Queue supportGeorgios Pinitas
Queues are responsible for scheduling operators and performing other runtime related activities like for example tuning. Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I0366d9048470d277b8cbf59fa42f95c0ae57c5c9 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5487 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-28Add per-channel quantization support for CLDeconvolutionLayerFreddie Liardet
Add QSYMM8_PER_CHANNEL support on weight input for CLDeconvolutionLayer. When weights are per-channel quantized type "Direct" method is always used. Also reduce number of QSYMM8_PER_CHANNEL tests for NEDeconvolutionLayer. Resolves: COMPMID-3438 Signed-off-by: Freddie Liardet <frederick.liardet@arm.com> Change-Id: I1330cac5142e19d21e322574fb8d912558745b02 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5484 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-28Update operator list documentationSheri Zhang
All the common information for the operators are stored in OperatorList.h. All data type and data layout information for the operators are store in the function header files. Partially resolve: COMPMID-4199 Signed-off-by: Sheri Zhang <sheri.zhang@arm.com> Change-Id: I272948cfb3f84e42232a82dd84c0158d84642099 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5511 Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-04-21Add support for CLVKMichalis Spyrou
This patch enables CLVK through the graph API and inside the CLScheduler. By default the Native platform is selected. Selecting CLVK can be done via --target=clvk. Resolves COMPMID-4205 and COMPMID-4206 Change-Id: Ic60744980c6b8a60e776627ea677ed46be88f656 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5475 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2021-04-20Update assembly codeMichalis Spyrou
This patch brings performance uplift on Cortex-A35. Resolves: COMPMID-4316 Change-Id: I2b9c02a599373f780dd1b981b821e33bd59a3422 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5461 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-20CLDepthwiseConvolutionLayer rework - Part 1Giorgio Arena
Remove the reshaped variant for CLDepthwiseConvolutionLayer 3x3 NHWC Quantized - Remove kernel selection by GPUTarget - Remove unused quantized support from the NHWC kernel - Remove CLDepthwiseConvolutionLayerReshapeWeightsKernel - Remove OpenCL kernels for reshaped dwc 3x3 quantized and weights reshape - Remove the "_bifrost" suffix in common OpenCL kernel - Remove the ICLDepthwiseConvolutionLayer3x3Kernel common interface Resolve COMPMID-3864, COMPMID-3907 Change-Id: Icfac0fb6c00e214985beb05dad7c0cdbbee7d830 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5447 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-20Port CpuConvertFullyConnectedWeights to new APITeresa Charlin
* Remove includes of NEConvertFullyConnectedWeightsKernel.h Resolves partially: COMPMID-4187 Signed-off-by: Teresa Charlin <teresa.charlinreyes@arm.com> Change-Id: I1bf246546d3ef53edb4c5a8bc05a0db92d2d3bff Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5418 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-20Remove experimental tracing featurePablo Marquez Tello
* This commit removes the tracing code which has not been maintained for a few releases. * Resolves MLCE-445 Change-Id: I14793c82fe58ffef0cf936edf4af077b5dde85f8 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5455 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-19CLInstanceNormalizationLayer NHWC optimisationPablo Marquez Tello
* Make changes to split the workload into two kernels. One kernel precomputes mean and variance and the second kernel just loads these precomputed values. * The new approach runs %30 faster than the original code for NHWC workloads like 32x192x256. * Resolves MLCE-337 Change-Id: I8356fcefa2d131ab4dcb32268ce7142421d073e4 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5355 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-04-19Port DepthwiseConvolution to new APIMichalis Spyrou
Resolves: COMPMID-4185 Change-Id: Ib5f22356356a022d567bb18d44ea272b62d10ebf Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5424 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-19Add Tensor related utilities to the new APISang-Hoon Park
A couple of utility functions to get the information about tensors are added. Those functions are placed at an additional header file for better grouping. Related test cases are also added. Resolves: COMPMID-4376 Change-Id: I6bd09cbf60fddcf4fe651906982397afb0451392 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5405 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-04-15Fix validation bug in release mode for armv7Giorgio Arena
Resolve COMPMID-4377, COMPMID-4379 Change-Id: I302f08b5bf0afb5295d31843fea20181d9283658 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5435 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2021-04-14Add support for a global allocator for OpenCL tensorsGeorgios Pinitas
Give the ability to the user to specify an allocator that can be used by all the internal function tensors. This being a global needs to outlive all the tensors/functions that are using it. Resolves: COMPMID-4212, COMPMID-4213 Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I251871c242879976819ebca1452404133a8e62d7 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5420 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2021-04-14Port NEDirectConvolutionLayer to new APIManuel Bottini
Partially resolves: COMPMID-4009 Change-Id: I19ffb61c5c4541134a5028677d2d81228740e454 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5419 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2021-04-14Remove OpenCL padding: CLNormalizationLayerKernelManuel Bottini
Only for NHWC data layout Resolves: COMPMID-3910 Change-Id: Ie2d71482b3e3b55ac155e9af152032a5de8bbd50 Signed-off-by: Manuel Bottini <manuel.bottini@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5388 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-31 05:41:53 +0000