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2022-06-27Implement new Elementwise Dynamic Fusion Operators: Div, FloorMichalis Spyrou
Resolves: COMPMID-5355 Change-Id: I92f73fbe885f28bbe7b07965b90cfd807c93602f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7745 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com>
2022-06-24Improve LUT Neon Hard-SwishPablo Marquez Tello
* Changed window_step from 16 to tensor_shape().x() when calling into the assembly byte substitution code. * Resolve COMPMID-5211 Change-Id: I5c1f5273455999bb35f94c76a8afb4290e728858 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7843 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
2022-06-23Select neon LUT Hard-Swish kernel on all devicesPablo Marquez Tello
* Resolves COMPMID-5211 Change-Id: I560ab2992c6089774c7ebee3538847905521607d Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7840 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
2022-06-23Enable loading OpenCL symbols in Android App native code, NDK environment.ohadagoogle
* Based on ArmNN work: IVGCVSW-6960 Device not found running MLTS with Support Library Change-Id: I8cb8acc30c8a4afa60bc1cf80eb5b6b2c43dfdc1 Signed-off-by: Ohad Almagor <ohada@google.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7836 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2022-06-16Fix SVE2 implementation of quantized SoftMax 1DViet-Hoa Do
* Fix integer overflow in substraction step. * Fix incorrect vector when convert the result to qasymm8_signed. Resolves: COMPMID-5389 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: Id745f2eb2a1b0823b02b136560351b5f8fb85624 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7738 Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2022-06-15Fix build error v8.2-a-svePablo Marquez Tello
* bf16 instrinsics should be used when __ARM_FEATURE_SVE_BF16 is present * Fixed NDK14 compiler warning declaring copy ctor for Window explicitly * Resolves MLCE-867 Change-Id: I84ac5f213d9700e2fda7da55d83bba7cf79ad52c Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7728 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-06-15Add support OpenCL 3.0 non-uniform workgroupViet-Hoa Do
* Add OpenCL version 3 detection. * Use -cl-std=CL3.0 build option to support non-uniform workgroup when OpenCL 3 is detected and the feature is supported. Resolves: COMPMID-5208 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Change-Id: Ifd8cbae6b34228c07e761bcb94ee8f35bdf1bace Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7655 Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2022-06-15Fix performance regression in Winograd Output Transform (OpenCL)Gian Marco Iodice
The regression was caused by NUM_TILES_X passed at runtime. Resolves COMPMID-5327 Change-Id: Id6ccd93784eda93af09f420c0d786050e2bbccd7 Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7727 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2022-06-13Add support for 2d and 3d indices for axis 1Pablo Marquez Tello
* Resolves COMPMID-5055 Change-Id: I2d14de29d3ec913d20c971bc8bbc9ad71e2d998f Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7547 Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2022-06-09Fix crash in CpuActivationKernelPablo Marquez Tello
* There was a problem when dst was nullptr * Resolves IVGCVSW-7010 Change-Id: I7e591283906b9a1deaa879fa00387f0ddbf8cc48 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7704 Reviewed-by: TeresaARM <teresa.charlinreyes@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
2022-06-07Compute Hard-Swish with a Lookup table for qasymm8.Pablo Marquez Tello
* Resolves COMPMID-5211 Change-Id: I5914f971d733174dae67e6b4c589f45c75733cf7 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7654 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-05-31Add cl_khr_integer_dot_product extension supportViet-Hoa Do
* Replace arm_dot(_acc) with dot when cl_khr_integer_dot_product extension is available. Resolves: COMPMID-5206 Change-Id: I7fd763e2421987584e4dae271008972644ea2f41 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7647 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> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-05-31Fix compilation error in 32-bit with logging buildViet-Hoa Do
* Use %zu format specifier for size_t data. Resolves: COMPMID-5377 Change-Id: I84e6aea8ab34ca4616eeecfb06d573eaa329bd67 Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7649 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-05-26Disable unsafe FP optimizations causing accuracy issuesGunes Bayir
Resolves: COMPMID-5324 Change-Id: I289b1bb42296c562cb90b918c20def8c6c1825d2 Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7639 Reviewed-by: SiCong Li <sicong.li@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>
2022-05-24[arm_gemm] Import fixed-format kernels from gemm_linux.Francesco.Petrogalli@arm.com
This is a No Functional Change Intended (NFCI) patch. It imports the kernel in the code, but the interface to select them and expose the format of the weight tensors to the user will be provided in a subsequent patch. Kernels and kernel selection code in arm_gemm has been provided by David.Mansell <David.Mansell@arm.com>. The kernels are not compiled in the library by default, but need to be selected via the `scons` option `experimental_fixed_format_kernels=1`. Resolves: ONCPUML-829 Signed-off-by: Francesco.Petrogalli@arm.com <francesco.petrogalli@arm.com> Change-Id: If00ccb2b9b7221e01b214cf9783111226ccc8bf4 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7380 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>
2022-05-17DepthwiseConv reports full assembly kernel namePablo Marquez Tello
* Resolves MLCE-706 Change-Id: Ia15c925c13464397c79056dffe2a756e06020682 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7571 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-05-12Revert "Add support for 2d and 3d indices for axis 0"Mohammed Suhail Munshi
This reverts commit 0db8b8bbd941b3dab4238c03e734e7ac43c662ed. Relates to [COMPMID-5055] Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com> Change-Id: I143e7965e21b956abb05ba5c41e12c5b73b7345a Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7558 Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-05-11Fix inclusion guard for dynamic fusion moduleSiCong Li
Resolves COMPMID-5318 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I59594632c9891b9569089764ae26cc7be6b78fcd Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7550 Reviewed-by: Nikhil Raj Arm <nikhil.raj@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-05-10Add support for 2d and 3d indices for axis 0Pablo Marquez Tello
* Partially resolves COMPMID-5055 Change-Id: Id05374b8c69e6b9ab4c2790a4de93d7172063b71 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Change-Id: Ic6e2c2d1d34abbf6222c8d56859514e267447266 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7488 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-05-09Mismatches in dynamically fused direct conv2d + add kernelMichalis Spyrou
Resolves: COMPMID-5269 Change-Id: I4372ea4365d14ead79153e4b08b690a1e20ab0b7 Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7531 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-05-06Integrate Dynamic Fusion patchesSiCong Li
* Add public interfaces: * OperatorGraph: Describe a workload that could contain fused kernels * IWorkload: Generic interface for workloads built from OperatorGraph * ClWorkload: OpenCL workloads built from OperatorGraph * ClCompositeOperator: Runtime async operator to execute a ClWorkload * DependencyGraph (will likely be deprecated in later iterations) * Add example * cl_fused_conv2d_elementwise_add.cpp to explain how to use the new interfaces * Add internal translation layer * Refactor ClKernelBuildingAPI * Remove non-tile based gemm native kernel component * Minor interface changes * Add integration tests Resolves COMPMID-5161 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ib987ed79289ab0bcbd3130d54f5793408d9f1240 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7510 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-05-06Updating a64_gemm_u8 a64_gemm_s8 kernels headersramelg01
Resolves: COMPMID-5272 Signed-off-by: ramy.elgammal@arm.com Change-Id: I185182430ca952e5bb661e0a47163965b3565a49 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7517 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-05-06QLSTM add support for different qinfoMike Kelly
* Resolves MLCE-604 Signed-off-by: Mike Kelly <mike.kelly@arm.com> Change-Id: Ice3d6f361588f1a6bd0bff301c27b0d063a5c014 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7529 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-05-06Use svcreate instead of list initializations.Michalis Spyrou
Partially resolves COMPMID-5250 when building with SVE2. Change-Id: I16bd74d4cd6c70371efd8235c507ba5e7f8f906f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7498 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-05-05Fix for Neon™ Depthwise Android P VTS test failureramelg01
Resolves: COMPMID-5237 Signed-off-by: ramy.elgammal@arm.com Change-Id: Ib1f5e262030e915a038cef587001708bbaf14c56 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7508 Reviewed-by: David Mansell Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-05-04Add a missing validation check to CPU Pool3dAdnan AlSinan
- Add a check for pooling region that is entirely outside input tensor. Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Change-Id: Ib6b4565b1cb64235e714fe065b4a95f96a5adbd9 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7497 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-04-26Update Neon™ depthwise kernelramelg01
- Reduce duplication and simplify overall structure. - Improve multi-threaded performance by sharing more data in lower-level caches. Partially Resolves: COMPMID-5054 Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Change-Id: Iac747f39b21c540122fa75218762631c4d787911 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7449 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Andrew Mundy Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-04-25Update Neon™ pooling kernelramelg01
- Reduce duplication and simplify overall structure. - Improve multi-threaded performance by sharing more data in lower-level caches. Partially Resolves: COMPMID-5054 Signed-off-by: Ramy Elgammal<ramy.elgammal@arm.com> Change-Id: I5f4dc50913401d5c1cbfc10b866fae9490cbc4d7 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7404 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Andrew Mundy Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-04-25Add LU_BOUNDED_RELU support for QSYMM16Pablo Marquez Tello
Partially resolves MLCE-604 Change-Id: Id585ab19fe5cd8f61c07a0aae6faac6ba5545d6d Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7379 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-04-22[CpuGemmConv2d] Extract skip_im2col and skip_col2im computation.Francesco.Petrogalli@arm.com
This is just refactoring some duplicate code. No functional changes intented. Change-Id: Iff96798b03d25b490341598e676d0e4f2ebd132b Signed-off-by: Francesco.Petrogalli@arm.com <francesco.petrogalli@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7408 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-04-21NEQLSTM: perform type conversion in prepare method.Pablo Marquez Tello
* When input_to_forget_weights is QASYMM8_SIGNED, the conversion to QSYMM8 is done in the prepare method * Partially resolves MLCE-604 Change-Id: Iddadbc50d77381542451ac4e46de49b2706bc88c Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7441 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-04-19Add CLPool3d Int8 SupportMohammed Suhail Munshi
- Adds Qasymm8 and Qasymm8_signed support to the 3d pool operator Resolves: COMPMID-4669 Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com> Change-Id: I36038c2b7c4f36baf67f7aae801356890e104538 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/410496 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7391 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-04-14Enable dynamic cl tuning for dynamically fused kernelsSiCong Li
* Add new tune_kernel_dynamic interface * Add generate_config_id Resolves: COMPMID-5154 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I39870e59fceda875487970061ceb2048995c5a45 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7400 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-04-14Include missing embedded headersSiCong Li
Partially resolves: COMPMID-5156 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I434586ac72d0f5a530e19108e6c5c319497c4fe0 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7411 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: 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>
2022-04-13Add DirectConvolution2D kernel component for dynamic fusionGunes Bayir
Resolves: COMPMID-5156 Change-Id: I438da924cb80d3bce72106b06ca7181e0606bd01 Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7399 Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-04-12Fix CpuGemmAssemblyDispatch::has_opt_impl.Francesco.Petrogalli@arm.com
The QASYMM8 case was erroneously using the constructing template instead of the querying one. Change-Id: If9257df1aea0aecc3f82235d1cfcbb743fb6b852 Signed-off-by: Francesco.Petrogalli@arm.com <francesco.petrogalli@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7396 Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-04-06[arm_gemm] Use static validate to find arm_gemm kernels.Francesco.Petrogalli@arm.com
The static method `CpuGemmAssemblyDispatch::validate` should look into the list of the available kernels to make sure the one requested by the user was found. Formatting changes in the files touched by the patch have been automatically inserted by the formatting script. Resolves: ONCPUML-840 Change-Id: Icd650a30e142284a942c64f8a2b72441ee7b3f4e Signed-off-by: Francesco.Petrogalli@arm.com <francesco.petrogalli@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7375 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-04-04Remove Non-Inclusive Term "Master"ramelg01
Signed-off-by: Ramy Elgammal <ramy.elgammal@arm.com> Resolves: COMPMID-5017 Change-Id: I377d04512df357191e5a60d6dcf35121e71bf153 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7360 Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-04-01Add CPU Pool3d FP16/32 implementationAdnan AlSinan
- Add implementation for the CPU pooling 3d layer. - NDHWC data layout support - Support FP32/FP16. - Add Pool3d to the operator list. - Fix CL Pool3d kernel comments to generate the operator list. Resolves: COMPMID-4671 Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com> Change-Id: I92478a154beb12541525b648ed3dd5a58c8f27fa Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7311 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> (cherry picked from commit 572659a0e5dd1086b1c7d16fe331ff73d2acd93a)
2022-03-31Fix embedded kernel header inclusion for dynamic fusionGiorgio Arena
Resolves: COMPMID-5155 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Ic16fb12bfa748cac92d73019d08eea53bf470c12 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7354 Reviewed-by: SiCong Li <sicong.li@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-03-29NEQLSTM: Add support for QASYMM8_SIGNED for input_to_forget_weightsPablo Marquez Tello
* QLSTM only supports QSYMM8 for the argument input_to_forget_weights * We add support for QASYMM8_SIGNED by dequantizing and requantizing to QSYMM8 * Resolves COMPMID-5184 Change-Id: I1cae18d81dafdb7ae722b520a1354cf4a56b9606 Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7321 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> (cherry picked from commit 187a041dedf8e9db0c9e0652f13f8639dca880f3)
2022-03-24QLSTM add support for different qinfo in weightsPablo Marquez Tello
Resolves COMPMID-5185 Change-Id: I61e1453e8851ab84c1cadc10587ebd23fd94799e Signed-off-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7330 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-03-24[Dynamic Fusion] Implement build options generationGiorgio Arena
Resolves: COMPMID-5153 Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: Ic34cc1f0d092fafa7c2faa4dd705cf8f68eaf87e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7317 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-03-17Setup automatic kernel window for dynamic fusionGunes Bayir
The window of the fused kernels is equal to the root kernel's window. For this reason, the following kernels does not change the window and intermediate tensors have the same shape and info as the destination tensor. Resolves: COMPMID-5152 Change-Id: I25fe2fab8304ecaabfc2e4ade9bbf31a600a5033 Signed-off-by: Gunes Bayir <gunes.bayir@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7316 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com>
2022-03-16Remove deprecated interface from arm_compute.Francesco.Petrogalli@arm.com
The function `get_gemm_method` in arm_compute is deprecated in favor of the method `arm_gemm::GemmCommon<TypeInput, TypeOutput>::get_config()`. Signed-off-by: francesco.petrogalli@arm.com Change-Id: Idd5d879180c3995d5a07a727aa9216b8f94f01ba Signed-off-by: Francesco.Petrogalli@arm.com <francesco.petrogalli@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7304 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com>
2022-03-15Implementation of ClPooling3dramelg01
- For NDHWC layout - For F16 and F32 data types - Mixed Precision stil not supported Resolves: COMPMID-4670 Signed-off-by: ramy.elgammal@arm.com Change-Id: I0e14a13e4625569e8e5ee67e6033bd1efe0da469 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7262 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2022-03-10Added windows native build supportPablo Tello
Resolves MLCE-739 Signed-off-by: Pablo Tello <pablo.tello@arm.com> Change-Id: I30a11393e928061c82a5c93d8ec195c04a0e838b Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7279 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-03-09Revert mws heuristics for CpuPool2dGiorgio Arena
Signed-off-by: Giorgio Arena <giorgio.arena@arm.com> Change-Id: I194a78244124b72ace9a9e4630001b94c46ac74e Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7185 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2022-03-08Decouple fuseBatchNormalizationKernelYair Schwarzbaum
- Decouple data type for CPU implementation supported data types are: fp32, fp16 Resolves COMPMID-4613 Signed-off-by: Yair Schwarzbaum <yair.schwarzbaum@arm.com> Change-Id: I8aff3ba2d446f64e4d182a866e3a3debc9ef613b Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7175 Reviewed-by: Giorgio Arena <giorgio.arena@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>