scikit-ryzen-7-5700g-3

AMD Ryzen 7 5700G testing with a Gigabyte B450 I AORUS PRO WIFI-CF (F61d PI BIOS) and Zotac NVIDIA GeForce RTX 3060 12GB on Fedora Linux 37 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 2310281-NE-SCIKITRYZ72
Jump To Table - Results

Statistics

Remove Outliers Before Calculating Averages

Graph Settings

Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060
October 28 2023
  3 Hours, 52 Minutes
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060

Processor: AMD Ryzen 7 5700G @ 4.67GHz (8 Cores / 16 Threads), Motherboard: Gigabyte B450 I AORUS PRO WIFI-CF (F61d PI BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 1024GB PCS M.2 NVME SSD 1TB + 1000GB Seagate ST1000DM010-2EP1, Graphics: Zotac NVIDIA GeForce RTX 3060 12GB, Audio: NVIDIA GA106 HD Audio, Monitor: LC27G5xT, Network: Intel I211 + Intel-AC 9260

OS: Fedora Linux 37, Kernel: 6.5.6-100.fc37.x86_64 (x86_64), Desktop: GNOME Shell 43.9, Display Server: X Server 1.20.14, Display Driver: NVIDIA 535.104.12, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.2.138, Compiler: GCC 12.3.1 20230508, File-System: btrfs, Screen Resolution: 2560x1440

Kernel Notes: NVIDIA_drm.modeset=1 - Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: Scaling Governor: amd-pstate-epp powersave (EPP: performance) - CPU Microcode: 0xa50000c
Python Notes: Python 3.11.5
Security Notes: SELinux + 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: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

scikit-ryzen-7-5700g-3OpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 5700G @ 4.67GHz (8 Cores / 16 Threads)Gigabyte B450 I AORUS PRO WIFI-CF (F61d PI BIOS)AMD Renoir/Cezanne16GB1024GB PCS M.2 NVME SSD 1TB + 1000GB Seagate ST1000DM010-2EP1Zotac NVIDIA GeForce RTX 3060 12GBNVIDIA GA106 HD AudioLC27G5xTIntel I211 + Intel-AC 9260Fedora Linux 376.5.6-100.fc37.x86_64 (x86_64)GNOME Shell 43.9X Server 1.20.14NVIDIA 535.104.124.6.0OpenCL 3.0 CUDA 12.2.138GCC 12.3.1 20230508btrfs2560x1440ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen ResolutionScikit-ryzen-7-5700g-3 BenchmarksSystem Logs- NVIDIA_drm.modeset=1 - Transparent Huge Pages: madvise- --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Scaling Governor: amd-pstate-epp powersave (EPP: performance) - CPU Microcode: 0xa50000c - Python 3.11.5- SELinux + 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: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

scikit-ryzen-7-5700g-3scikit-learn: Treescikit-learn: Lassoscikit-learn: Sparsifyscikit-learn: MNIST Datasetscikit-learn: SGD Regressionscikit-learn: SGDOneClassSVMscikit-learn: Plot Lasso Pathscikit-learn: Isolation Forestscikit-learn: Plot Fast KMeansscikit-learn: Text Vectorizersscikit-learn: Plot Hierarchicalscikit-learn: LocalOutlierFactorscikit-learn: TSNE MNIST Datasetscikit-learn: Plot Incremental PCAscikit-learn: Hist Gradient Boostingscikit-learn: Plot Parallel Pairwisescikit-learn: Sample Without Replacementscikit-learn: Hist Gradient Boosting AdultAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 306042.9674.1184.66181.9934.4762455.03520.75812.41212.60622.466172.27263.83020.43812.5254.4284.8288.803OpenBenchmarking.org

Scikit-Learn

Scikit-learn is a Python module for machine learning built on NumPy, SciPy, and is BSD-licensed. Learn more via the OpenBenchmarking.org test page.

Benchmark: GLM

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test run did not produce a result.

Benchmark: SAGA

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test quit with a non-zero exit status. E: AttributeError: module 'time' has no attribute 'clock'

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: TreeAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30601020304050SE +/- 0.54, N = 342.971. (F9X) gfortran options: -shared -lgfortran

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: LassoAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30600.92661.85322.77983.70644.633SE +/- 0.011, N = 34.1181. (F9X) gfortran options: -shared -lgfortran

Benchmark: Glmnet

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test quit with a non-zero exit status. E: ModuleNotFoundError: No module named 'glmnet.elastic_net'

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: SparsifyAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30601.04872.09743.14614.19485.2435SE +/- 0.003, N = 34.6611. (F9X) gfortran options: -shared -lgfortran

Benchmark: Plot Ward

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test quit with a non-zero exit status. E: TypeError: 'numpy.float64' object cannot be interpreted as an integer

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: MNIST DatasetAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 306020406080100SE +/- 0.04, N = 381.991. (F9X) gfortran options: -shared -lgfortran

Benchmark: Plot Neighbors

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test quit with a non-zero exit status. E: TypeError: legend() takes 0-2 positional arguments but 3 were given

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: SGD RegressionAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30601.00712.01423.02134.02845.0355SE +/- 0.007, N = 34.4761. (F9X) gfortran options: -shared -lgfortran

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: SGDOneClassSVMAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30605001000150020002500SE +/- 2.62, N = 32455.041. (F9X) gfortran options: -shared -lgfortran

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot Lasso PathAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060510152025SE +/- 0.25, N = 420.761. (F9X) gfortran options: -shared -lgfortran

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Isolation ForestAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30603691215SE +/- 0.03, N = 312.411. (F9X) gfortran options: -shared -lgfortran

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot Fast KMeansAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30603691215SE +/- 0.14, N = 312.611. (F9X) gfortran options: -shared -lgfortran

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Text VectorizersAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060510152025SE +/- 0.03, N = 322.471. (F9X) gfortran options: -shared -lgfortran

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot HierarchicalAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30604080120160200SE +/- 0.48, N = 3172.271. (F9X) gfortran options: -shared -lgfortran

Benchmark: Plot OMP vs. LARS

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test quit with a non-zero exit status. E: TypeError: slice indices must be integers or None or have an __index__ method

Benchmark: Feature Expansions

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test run did not produce a result.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: LocalOutlierFactorAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30601428425670SE +/- 0.13, N = 363.831. (F9X) gfortran options: -shared -lgfortran

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: TSNE MNIST DatasetAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060510152025SE +/- 0.04, N = 320.441. (F9X) gfortran options: -shared -lgfortran

Benchmark: Isotonic / Logistic

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test quit with a non-zero exit status.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot Incremental PCAAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30603691215SE +/- 0.01, N = 312.531. (F9X) gfortran options: -shared -lgfortran

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Hist Gradient BoostingAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30600.99631.99262.98893.98524.9815SE +/- 0.001, N = 34.4281. (F9X) gfortran options: -shared -lgfortran

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Plot Parallel PairwiseAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 30601.08632.17263.25894.34525.4315SE +/- 0.033, N = 154.8281. (F9X) gfortran options: -shared -lgfortran

Benchmark: Isotonic / Pathological

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test quit with a non-zero exit status.

Benchmark: RCV1 Logreg Convergencet

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test quit with a non-zero exit status. E: TypeError: Memory.__init__() got an unexpected keyword argument 'cachedir'

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.2.2Benchmark: Sample Without ReplacementAMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060246810SE +/- 0.003, N = 38.8031. (F9X) gfortran options: -shared -lgfortran

Benchmark: Covertype Dataset Benchmark

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test quit with a non-zero exit status. E: sklearn.utils._param_validation.InvalidParameterError: The 'loss' parameter of LinearSVC must be a str among {'squared_hinge', 'hinge'}. Got 'l2' instead.

Benchmark: Hist Gradient Boosting Adult

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060: The test run did not produce a result.

AMD Ryzen 7 5700G - Zotac NVIDIA GeForce RTX 3060

Processor: AMD Ryzen 7 5700G @ 4.67GHz (8 Cores / 16 Threads), Motherboard: Gigabyte B450 I AORUS PRO WIFI-CF (F61d PI BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 1024GB PCS M.2 NVME SSD 1TB + 1000GB Seagate ST1000DM010-2EP1, Graphics: Zotac NVIDIA GeForce RTX 3060 12GB, Audio: NVIDIA GA106 HD Audio, Monitor: LC27G5xT, Network: Intel I211 + Intel-AC 9260

OS: Fedora Linux 37, Kernel: 6.5.6-100.fc37.x86_64 (x86_64), Desktop: GNOME Shell 43.9, Display Server: X Server 1.20.14, Display Driver: NVIDIA 535.104.12, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.2.138, Compiler: GCC 12.3.1 20230508, File-System: btrfs, Screen Resolution: 2560x1440

Kernel Notes: NVIDIA_drm.modeset=1 - Transparent Huge Pages: madvise
Compiler Notes: --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: Scaling Governor: amd-pstate-epp powersave (EPP: performance) - CPU Microcode: 0xa50000c
Python Notes: Python 3.11.5
Security Notes: SELinux + 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: Mitigation of safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 28 October 2023 11:21 by user pnfox.