scikit

AMD Ryzen 5 5600X 6-Core testing with a ASUS TUF GAMING X570-PLUS (WI-FI) (2802 BIOS) and MSI NVIDIA GeForce RTX 2070 8GB on Ubuntu 18.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2102051-HA-SCIKIT55326.

scikitProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen Resolution1234Intel Core i5-4670K @ 3.80GHz (4 Cores)MSI Z87-G41 PC Mate(MS-7850) v1.0 (V1.2 BIOS)Intel 4th Gen Core DRAM24GB500GB Samsung SSD 860 + 500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06MSI NVIDIA GeForce RTX 2070 8GB (420/405MHz)Realtek ALC887-VDASUS VH236HRealtek RTL8111/8168/8411Ubuntu 18.045.4.0-62-generic (x86_64)GNOME Shell 3.28.4X Server 1.20.8NVIDIA 450.102.044.6.01.2.133GCC 7.5.0 + CUDA 10.1ext43840x1080MSI NVIDIA GeForce RTX 2070 8GB (1410/6801MHz)AMD Ryzen 5 5600X 6-Core @ 3.70GHz (6 Cores / 12 Threads)ASUS TUF GAMING X570-PLUS (WI-FI) (2802 BIOS)AMD Device 148032GB500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06 + 500GB Samsung SSD 860MSI NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)NVIDIA Device 10f9Realtek RTL8111/8168/8411 + Intel-AC 92605.4.0-65-generic (x86_64)MSI NVIDIA GeForce RTX 2070 8GB (435/405MHz)OpenBenchmarking.orgProcessor Details- 1: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x28 - Thermald 1.7- 2: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x28 - Thermald 1.7- 3: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009- 4: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009Python Details- Python 2.7.17 + Python 3.6.9Security Details- 1: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + meltdown: Mitigation of PTI + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - 2: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + meltdown: Mitigation of PTI + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected - 3: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected - 4: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

scikitscikit-learn: DifferenceStandard ErrorStandard Deviation1234125.4581.02x1.131.56%127.7301.00x1.021.39%103.0611.19x0.540.90%103.0471.19x0.340.57%OpenBenchmarking.org

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.11234306090120150SE +/- 1.13, N = 3SE +/- 1.02, N = 3SE +/- 0.54, N = 3SE +/- 0.34, N = 3125.46127.73103.06103.05

Phoronix Test Suite v10.8.4