scikit 0905 HiSilicon TSV110 testing with a Huawei TaiShan 200 (Model 2280) BC82AMDDRA (1.86 BIOS) and Huawei Hi171x [iBMC Intelligent Management chip w/VGA support] on Ubuntu 22.04 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2409082-NE-SCIKIT09081 HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent Processor: HiSilicon TSV110 (96 Cores), Motherboard: Huawei TaiShan 200 (Model 2280) BC82AMDDRA (1.86 BIOS), Chipset: Huawei HiSilicon, Memory: 1008GB, Disk: 2 x 1200GB Seagate ST1200MM0009, Graphics: Huawei Hi171x [iBMC Intelligent Management chip w/VGA support], Network: 8 x Huawei HNS GE/10GE/25GE
OS: Ubuntu 22.04, Kernel: 5.15.0-119-generic (aarch64), Vulkan: 1.3.255, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 1024x768
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -vPython Notes: Python 3.10.12Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Not affected + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 1300 2600 3900 5200 6500 SE +/- 85.84, N = 3 5991.39 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Adult HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 900 1800 2700 3600 4500 SE +/- 1292.14, N = 3 4376.13 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Isotonic / Perturbed Logarithm HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 600 1200 1800 2400 3000 SE +/- 5.80, N = 3 2825.90 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Isotonic / Logistic HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 500 1000 1500 2000 2500 SE +/- 15.97, N = 3 2533.70 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Categorical Only HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 200 400 600 800 1000 SE +/- 91.05, N = 9 964.89 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: SAGA HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 500 1000 1500 2000 2500 SE +/- 9.30, N = 3 2248.02 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: SGDOneClassSVM HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 200 400 600 800 1000 SE +/- 7.45, N = 9 888.78 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Neighbors HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 150 300 450 600 750 SE +/- 6.01, N = 9 676.30 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Threading HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 200 400 600 800 1000 SE +/- 41.73, N = 6 825.02 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Sparse Random Projections / 100 Iterations HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 300 600 900 1200 1500 SE +/- 10.09, N = 3 1389.99 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Covertype Dataset Benchmark HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 300 600 900 1200 1500 SE +/- 10.46, N = 3 1165.59 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Fast KMeans HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 110 220 330 440 550 SE +/- 12.36, N = 7 490.46 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Polynomial Kernel Approximation HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 160 320 480 640 800 SE +/- 0.59, N = 3 757.63 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Hierarchical HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 160 320 480 640 800 SE +/- 1.01, N = 3 756.47 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Tree HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 50 100 150 200 250 SE +/- 2.62, N = 12 222.39 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: GLM HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 150 300 450 600 750 SE +/- 0.85, N = 3 696.67 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Lasso HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 150 300 450 600 750 SE +/- 6.29, N = 3 677.98 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
Benchmark: Hist Gradient Boosting Higgs Boson
HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent: The test quit with a non-zero exit status. E: EOFError: Compressed file ended before the end-of-stream marker was reached
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Isolation Forest HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 100 200 300 400 500 SE +/- 1.02, N = 3 448.41 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Singular Value Decomposition HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 30 60 90 120 150 SE +/- 0.95, N = 12 133.18 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Incremental PCA HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 30 60 90 120 150 SE +/- 5.48, N = 12 118.14 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Kernel PCA Solvers / Time vs. N Samples HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 70 140 210 280 350 SE +/- 4.18, N = 3 326.06 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
Benchmark: TSNE MNIST Dataset
HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent: The test quit with a non-zero exit status.
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Sample Without Replacement HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 70 140 210 280 350 SE +/- 0.97, N = 3 314.55 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: MNIST Dataset HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 60 120 180 240 300 SE +/- 3.70, N = 3 275.73 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Feature Expansions HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 60 120 180 240 300 SE +/- 0.77, N = 3 278.25 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: SGD Regression HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 50 100 150 200 250 SE +/- 1.52, N = 3 230.88 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Sparsify HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 50 100 150 200 250 SE +/- 0.78, N = 3 216.49 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Ward HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 50 100 150 200 250 SE +/- 2.65, N = 3 211.11 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
Benchmark: Plot Parallel Pairwise
HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent: The test quit with a non-zero exit status.
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Kernel PCA Solvers / Time vs. N Components HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 30 60 90 120 150 SE +/- 2.09, N = 3 155.79 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
Benchmark: LocalOutlierFactor
HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent: The test quit with a non-zero exit status.
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Text Vectorizers HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 30 60 90 120 150 SE +/- 0.30, N = 3 137.91 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: 20 Newsgroups / Logistic Regression HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent 7 14 21 28 35 SE +/- 0.33, N = 15 28.93 1. (F9X) gfortran options: -O3 -fopenmp -fno-tree-vectorize -lm -lpthread -lgfortran -lc
Benchmark: Plot Non-Negative Matrix Factorization
HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent: The test quit with a non-zero exit status. E: KeyError:
Benchmark: RCV1 Logreg Convergencet
HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent: The test quit with a non-zero exit status. E: IndexError: list index out of range
Benchmark: Plot Lasso Path
HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent: The test quit with a non-zero exit status. E: sklearn.utils._param_validation.InvalidParameterError: The 'effective_rank' parameter of make_regression must be an int in the range [1, inf) or None. Got 1.5 instead.
Benchmark: Plot OMP vs. LARS
HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent: The test quit with a non-zero exit status. E: TypeError: got an unexpected keyword argument 'data_transposed'
Benchmark: Glmnet
HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'glmnet'
HiSilicon TSV110 - Huawei Hi171x [iBMC Intelligent Processor: HiSilicon TSV110 (96 Cores), Motherboard: Huawei TaiShan 200 (Model 2280) BC82AMDDRA (1.86 BIOS), Chipset: Huawei HiSilicon, Memory: 1008GB, Disk: 2 x 1200GB Seagate ST1200MM0009, Graphics: Huawei Hi171x [iBMC Intelligent Management chip w/VGA support], Network: 8 x Huawei HNS GE/10GE/25GE
OS: Ubuntu 22.04, Kernel: 5.15.0-119-generic (aarch64), Vulkan: 1.3.255, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 1024x768
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -vPython Notes: Python 3.10.12Security Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Not affected + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected
Testing initiated at 6 September 2024 13:21 by user labadmin.