xoamsrvscikit-learn

2 x Intel Xeon Gold 6242R testing with a Supermicro X11DPH-T v1.10 (3.4 BIOS) and llvmpipe on Ubuntu 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2209288-NE-XOAMSRVSC16.

xoamsrvscikit-learnProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen Resolutionxoamsrvscikit-learn2 x Intel Xeon Gold 6242R @ 4.10GHz (40 Cores / 80 Threads)Supermicro X11DPH-T v1.10 (3.4 BIOS)Intel Sky Lake-E DMI3 Registers640GB800GB Micron_7300_MTFDHBA800TDG + 2 x 3201GB SAMSUNG MZPLJ3T2HBJR-00007llvmpipeNVIDIA Device 1aefLC27RG502 x Intel X722 for 10GBASE-TUbuntu 20.045.15.0-46-generic (x86_64)GNOME Shell 3.36.9X Server 1.20.11NVIDIA4.5 Mesa 21.2.6 (LLVM 12.0.0 256 bits)OpenCL 3.0 CUDA 11.7.1011.3.205GCC 9.4.0 + CUDA 11.7ext41920x1080OpenBenchmarking.org- Transparent Huge Pages: madvise- Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5003302- Python 3.8.10- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Mitigation of Enhanced IBRS + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of TSX disabled

xoamsrvscikit-learnscikit-learn: Standard ErrorStandard Deviationxoamsrvscikit-learn10.0171.1745.20%OpenBenchmarking.org

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1xoamsrvscikit-learn3691215SE +/- 1.17, N = 1510.02

Phoronix Test Suite v10.8.4