Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2406242-NE-C6I4XLARG63 c6i.4xlarge - Phoronix Test Suite c6i.4xlarge c6i.4xlarge
HTML result view exported from: https://openbenchmarking.org/result/2406242-NE-C6I4XLARG63&sro&grr .
c6i.4xlarge Processor Motherboard Chipset Memory Disk Graphics Network OS Kernel Vulkan Compiler File-System Screen Resolution System Layer c6i.4xlarge Intel Xeon Platinum 8375C - EFI VGA - Amazon EC2 Intel Xeon Platinum 8375C (8 Cores / 16 Threads) Amazon EC2 c6i.4xlarge (1.0 BIOS) Intel 440FX 82441FX PMC 1 x 32 GB DDR4-3200MT/s 215GB Amazon Elastic Block Store EFI VGA Amazon Elastic Ubuntu 22.04 6.5.0-1020-aws (x86_64) 1.3.255 GCC 11.4.0 ext4 800x600 amazon OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - CPU Microcode: 0xd0003d1 Python Details - Python 3.11.9 Security Details - gather_data_sampling: Unknown: Dependent on hypervisor status + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT Host state unknown + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; RSB filling; PBRSB-eIBRS: SW sequence; BHI: Syscall hardening KVM: SW loop + srbds: Not affected + tsx_async_abort: Not affected
c6i.4xlarge scikit-learn: Isotonic / Perturbed Logarithm scikit-learn: Isotonic / Logistic scikit-learn: SAGA scikit-learn: Sparse Rand Projections / 100 Iterations scikit-learn: Covertype Dataset Benchmark scikit-learn: Lasso scikit-learn: Isolation Forest scikit-learn: SGDOneClassSVM scikit-learn: TSNE MNIST Dataset scikit-learn: GLM scikit-learn: Plot Lasso Path scikit-learn: Plot Hierarchical scikit-learn: Kernel PCA Solvers / Time vs. N Samples scikit-learn: Plot Polynomial Kernel Approximation scikit-learn: Feature Expansions scikit-learn: Plot Neighbors scikit-learn: Plot Fast KMeans scikit-learn: Sample Without Replacement scikit-learn: Hist Gradient Boosting Higgs Boson scikit-learn: SGD Regression scikit-learn: Sparsify scikit-learn: Hist Gradient Boosting scikit-learn: Hist Gradient Boosting Adult scikit-learn: MNIST Dataset scikit-learn: Hist Gradient Boosting Threading scikit-learn: Kernel PCA Solvers / Time vs. N Components scikit-learn: Plot Incremental PCA scikit-learn: LocalOutlierFactor scikit-learn: Plot Ward mlpack: scikit_qda scikit-learn: Text Vectorizers scikit-learn: Plot Singular Value Decomposition mlpack: scikit_linearridgeregression scikit-learn: Tree scikit-learn: 20 Newsgroups / Logistic Regression scikit-learn: Plot OMP vs. LARS mlpack: scikit_ica scikit-learn: Hist Gradient Boosting Categorical Only mlpack: scikit_svm scikit-learn: Glmnet c6i.4xlarge Intel Xeon Platinum 8375C - EFI VGA - Amazon EC2 2252.410 1885.951 1191.571 852.988 483.167 405.473 349.905 297.026 318.777 268.268 262.867 259.189 258.399 225.038 222.478 204.786 199.025 153.210 54.544 125.254 106.328 104.031 90.721 85.560 95.314 90.358 77.414 75.25 74.633 30.20 70.936 62.005 2.23 50.380 50.247 48.873 46.04 18.073 13.58 49.300 OpenBenchmarking.org
Scikit-Learn Benchmark: Isotonic / Perturbed Logarithm OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Isotonic / Perturbed Logarithm c6i.4xlarge 500 1000 1500 2000 2500 SE +/- 7.47, N = 3 2252.41 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Isotonic / Logistic OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Isotonic / Logistic c6i.4xlarge 400 800 1200 1600 2000 SE +/- 8.47, N = 3 1885.95 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: SAGA OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: SAGA c6i.4xlarge 300 600 900 1200 1500 SE +/- 1.80, N = 3 1191.57 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Sparse Random Projections / 100 Iterations OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Sparse Random Projections / 100 Iterations c6i.4xlarge 200 400 600 800 1000 SE +/- 5.20, N = 3 852.99 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Covertype Dataset Benchmark OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Covertype Dataset Benchmark c6i.4xlarge 100 200 300 400 500 SE +/- 1.75, N = 3 483.17 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Lasso OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Lasso c6i.4xlarge 90 180 270 360 450 SE +/- 3.54, N = 3 405.47 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Isolation Forest OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Isolation Forest c6i.4xlarge 80 160 240 320 400 SE +/- 0.82, N = 3 349.91 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: SGDOneClassSVM OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: SGDOneClassSVM c6i.4xlarge 60 120 180 240 300 SE +/- 0.38, N = 3 297.03 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: TSNE MNIST Dataset OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: TSNE MNIST Dataset c6i.4xlarge 70 140 210 280 350 SE +/- 0.31, N = 3 318.78 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: GLM OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: GLM c6i.4xlarge 60 120 180 240 300 SE +/- 0.45, N = 3 268.27 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Plot Lasso Path OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Lasso Path c6i.4xlarge 60 120 180 240 300 SE +/- 0.86, N = 3 262.87 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Plot Hierarchical OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Hierarchical c6i.4xlarge 60 120 180 240 300 SE +/- 1.56, N = 3 259.19 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Kernel PCA Solvers / Time vs. N Samples OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Kernel PCA Solvers / Time vs. N Samples c6i.4xlarge 60 120 180 240 300 SE +/- 0.31, N = 3 258.40 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Plot Polynomial Kernel Approximation OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Polynomial Kernel Approximation c6i.4xlarge 50 100 150 200 250 SE +/- 2.40, N = 3 225.04 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Feature Expansions OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Feature Expansions c6i.4xlarge 50 100 150 200 250 SE +/- 0.08, N = 3 222.48 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Plot Neighbors OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Neighbors c6i.4xlarge 40 80 120 160 200 SE +/- 0.88, N = 3 204.79 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Plot Fast KMeans OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Fast KMeans c6i.4xlarge 40 80 120 160 200 SE +/- 0.99, N = 3 199.03 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Sample Without Replacement OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Sample Without Replacement c6i.4xlarge 30 60 90 120 150 SE +/- 0.75, N = 3 153.21 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Hist Gradient Boosting Higgs Boson OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Higgs Boson c6i.4xlarge 12 24 36 48 60 SE +/- 0.14, N = 3 54.54 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: SGD Regression OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: SGD Regression c6i.4xlarge 30 60 90 120 150 SE +/- 0.45, N = 3 125.25 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Sparsify OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Sparsify c6i.4xlarge 20 40 60 80 100 SE +/- 0.07, N = 3 106.33 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Hist Gradient Boosting OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting c6i.4xlarge 20 40 60 80 100 SE +/- 0.21, N = 3 104.03 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Hist Gradient Boosting Adult OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Adult c6i.4xlarge 20 40 60 80 100 SE +/- 0.08, N = 3 90.72 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: MNIST Dataset OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: MNIST Dataset c6i.4xlarge 20 40 60 80 100 SE +/- 0.07, N = 3 85.56 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Hist Gradient Boosting Threading OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Threading c6i.4xlarge 20 40 60 80 100 SE +/- 0.74, N = 3 95.31 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Kernel PCA Solvers / Time vs. N Components OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Kernel PCA Solvers / Time vs. N Components c6i.4xlarge 20 40 60 80 100 SE +/- 0.63, N = 3 90.36 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Plot Incremental PCA OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Incremental PCA c6i.4xlarge 20 40 60 80 100 SE +/- 0.32, N = 3 77.41 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: LocalOutlierFactor OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: LocalOutlierFactor c6i.4xlarge 20 40 60 80 100 SE +/- 0.14, N = 3 75.25 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Plot Ward OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Ward c6i.4xlarge 20 40 60 80 100 SE +/- 0.02, N = 3 74.63 1. (F9X) gfortran options: -O0
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda c6i.4xlarge 7 14 21 28 35 SE +/- 0.01, N = 3 30.20
Scikit-Learn Benchmark: Text Vectorizers OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Text Vectorizers c6i.4xlarge 16 32 48 64 80 SE +/- 0.04, N = 3 70.94 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Plot Singular Value Decomposition OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot Singular Value Decomposition c6i.4xlarge 14 28 42 56 70 SE +/- 0.06, N = 3 62.01 1. (F9X) gfortran options: -O0
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression c6i.4xlarge 0.5018 1.0036 1.5054 2.0072 2.509 SE +/- 0.01, N = 3 2.23
Scikit-Learn Benchmark: Tree OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Tree c6i.4xlarge 11 22 33 44 55 SE +/- 0.20, N = 3 50.38 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: 20 Newsgroups / Logistic Regression OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: 20 Newsgroups / Logistic Regression Intel Xeon Platinum 8375C - EFI VGA - Amazon EC2 c6i.4xlarge 11 22 33 44 55 SE +/- 0.21, N = 3 SE +/- 0.06, N = 3 49.30 50.25 1. (F9X) gfortran options: -O0
Scikit-Learn Benchmark: Plot OMP vs. LARS OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Plot OMP vs. LARS c6i.4xlarge 11 22 33 44 55 SE +/- 0.19, N = 3 48.87 1. (F9X) gfortran options: -O0
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica c6i.4xlarge 10 20 30 40 50 SE +/- 0.11, N = 3 46.04
Scikit-Learn Benchmark: Hist Gradient Boosting Categorical Only OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Categorical Only c6i.4xlarge 4 8 12 16 20 SE +/- 0.06, N = 3 18.07 1. (F9X) gfortran options: -O0
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm c6i.4xlarge 3 6 9 12 15 SE +/- 0.17, N = 3 13.58
Phoronix Test Suite v10.8.4