c7g.4xlarge

c7g.4xlarge

HTML result view exported from: https://openbenchmarking.org/result/2406281-NE-C7G4XLARG62&sor&grs.

c7g.4xlargeProcessorMotherboardChipsetMemoryDiskNetworkOSKernelCompilerFile-SystemSystem LayerVulkanc7g.4xlargeARMv8 Neoverse-V1 - - Amazon EC2 c7g.4xlarge (1.0tst11ARMv8 Neoverse-V1 (16 Cores)Amazon EC2 c7g.4xlarge (1.0 BIOS)Amazon Device 020032GB215GB Amazon Elastic Block StoreAmazon ElasticUbuntu 22.046.5.0-1020-aws (aarch64)GCC 11.4.0ext4amazon1.3.255OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madvisePython Details- c7g.4xlarge: Python 3.7.16- ARMv8 Neoverse-V1 - - Amazon EC2 c7g.4xlarge (1.0: Python 3.11.9Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected Compiler Details- ARMv8 Neoverse-V1 - - Amazon EC2 c7g.4xlarge (1.0, tst11: --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 -v

c7g.4xlargellama-cpp: Meta-Llama-3-8B-Instruct-Q8_0.ggufscikit-learn: Sparse Rand Projections / 100 Iterationsscikit-learn: Kernel PCA Solvers / Time vs. N Componentsscikit-learn: Kernel PCA Solvers / Time vs. N Samplesscikit-learn: Plot Polynomial Kernel Approximationscikit-learn: 20 Newsgroups / Logistic Regressionscikit-learn: Plot Singular Value Decompositionscikit-learn: Hist Gradient Boosting Threadingscikit-learn: Isotonic / Perturbed Logarithmscikit-learn: Covertype Dataset Benchmarkscikit-learn: Sample Without Replacementscikit-learn: Plot Incremental PCAscikit-learn: Isotonic / Logisticscikit-learn: Feature Expansionsscikit-learn: Plot Hierarchicalscikit-learn: Plot Fast KMeansscikit-learn: SGDOneClassSVMscikit-learn: SGD Regressionscikit-learn: Plot Neighborsscikit-learn: Plot Wardscikit-learn: Sparsifyscikit-learn: Lassoscikit-learn: Treescikit-learn: GLMmlpack: scikit_linearridgeregressionmlpack: scikit_svmmlpack: scikit_qdamlpack: scikit_icascikit-learn: Hist Gradient Boosting Categorical Onlyscikit-learn: Hist Gradient Boostingai-benchmark: c7g.4xlargeARMv8 Neoverse-V1 - - Amazon EC2 c7g.4xlarge (1.0tst11670.29663.819202.001168.0388.67762.675104.7841786.126438.522214.18128.1941363.836138.603234.705107.137386.46683.124214.07571.145103.318272.99474.621301.7392.4417.0430.6836.5543.080247.53821.59OpenBenchmarking.org

Llama.cpp

Model: Meta-Llama-3-8B-Instruct-Q8_0.gguf

OpenBenchmarking.orgTokens Per Second, More Is BetterLlama.cpp b3067Model: Meta-Llama-3-8B-Instruct-Q8_0.gguftst11510152025SE +/- 0.14, N = 321.591. (CXX) g++ options: -std=c++11 -fPIC -O3 -pthread -mcpu=native -lopenblas

Scikit-Learn

Benchmark: Sparse Random Projections / 100 Iterations

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Sparse Random Projections / 100 Iterationsc7g.4xlarge140280420560700SE +/- 0.72, N = 3670.301. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Kernel PCA Solvers / Time vs. N Components

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Kernel PCA Solvers / Time vs. N Componentsc7g.4xlarge1428425670SE +/- 0.47, N = 1563.821. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Kernel PCA Solvers / Time vs. N Samples

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Kernel PCA Solvers / Time vs. N Samplesc7g.4xlarge4080120160200SE +/- 2.57, N = 3202.001. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Plot Polynomial Kernel Approximation

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot Polynomial Kernel Approximationc7g.4xlarge4080120160200SE +/- 0.70, N = 3168.041. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: 20 Newsgroups / Logistic Regression

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: 20 Newsgroups / Logistic Regressionc7g.4xlarge246810SE +/- 0.023, N = 38.6771. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Plot Singular Value Decomposition

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot Singular Value Decompositionc7g.4xlarge1428425670SE +/- 0.39, N = 362.681. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Hist Gradient Boosting Threading

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Hist Gradient Boosting Threadingc7g.4xlarge20406080100SE +/- 0.59, N = 3104.781. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Isotonic / Perturbed Logarithm

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Isotonic / Perturbed Logarithmc7g.4xlarge400800120016002000SE +/- 0.39, N = 31786.131. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Covertype Dataset Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Covertype Dataset Benchmarkc7g.4xlarge100200300400500SE +/- 2.42, N = 3438.521. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Sample Without Replacement

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Sample Without Replacementc7g.4xlarge50100150200250SE +/- 0.28, N = 3214.181. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Plot Incremental PCA

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot Incremental PCAc7g.4xlarge714212835SE +/- 0.23, N = 328.191. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Isotonic / Logistic

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Isotonic / Logisticc7g.4xlarge30060090012001500SE +/- 0.34, N = 31363.841. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Feature Expansions

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Feature Expansionsc7g.4xlarge306090120150SE +/- 0.14, N = 3138.601. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Plot Hierarchical

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot Hierarchicalc7g.4xlarge50100150200250SE +/- 0.15, N = 3234.711. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Plot Fast KMeans

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot Fast KMeansc7g.4xlarge20406080100SE +/- 0.17, N = 3107.141. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: SGDOneClassSVM

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: SGDOneClassSVMc7g.4xlarge80160240320400SE +/- 2.12, N = 3386.471. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: SGD Regression

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: SGD Regressionc7g.4xlarge20406080100SE +/- 0.18, N = 383.121. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Plot Neighbors

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot Neighborsc7g.4xlarge50100150200250SE +/- 0.94, N = 3214.081. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Plot Ward

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot Wardc7g.4xlarge1632486480SE +/- 0.09, N = 371.151. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Sparsify

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Sparsifyc7g.4xlarge20406080100SE +/- 0.01, N = 3103.321. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Lasso

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Lassoc7g.4xlarge60120180240300SE +/- 1.58, N = 3272.991. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Tree

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Treec7g.4xlarge20406080100SE +/- 0.62, N = 374.621. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: GLM

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: GLMc7g.4xlarge70140210280350SE +/- 0.46, N = 3301.741. (F9X) gfortran options: -O0

Mlpack Benchmark

Benchmark: scikit_linearridgeregression

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregressionc7g.4xlarge0.5491.0981.6472.1962.745SE +/- 0.00, N = 32.44

Mlpack Benchmark

Benchmark: scikit_svm

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svmc7g.4xlarge48121620SE +/- 0.02, N = 317.04

Mlpack Benchmark

Benchmark: scikit_qda

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_qdac7g.4xlarge714212835SE +/- 0.06, N = 330.68

Mlpack Benchmark

Benchmark: scikit_ica

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_icac7g.4xlarge816243240SE +/- 0.03, N = 336.55

Scikit-Learn

Benchmark: Hist Gradient Boosting Categorical Only

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Hist Gradient Boosting Categorical Onlyc7g.4xlarge1020304050SE +/- 0.82, N = 1343.081. (F9X) gfortran options: -O0

Scikit-Learn

Benchmark: Hist Gradient Boosting

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Hist Gradient Boostingc7g.4xlarge50100150200250SE +/- 8.01, N = 9247.541. (F9X) gfortran options: -O0


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