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 20.04 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 2102059-HA-SCIKIT08657
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  Test
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1
January 27 2021
  7 Minutes
2
January 27 2021
  7 Minutes
3
February 05 2021
  6 Minutes
4
February 05 2021
  6 Minutes
5
February 05 2021
  5 Minutes
6
February 05 2021
  5 Minutes
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scikitProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen Resolution123456Intel 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)AMD Starship/MatisseNVIDIA TU106 HD AudioUbuntu 20.04GNOME Shell 3.36.4X Server 1.20.9GCC 9.3.0 + CUDA 10.1MSI NVIDIA GeForce RTX 2070 8GB (1410/7000MHz)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: 0xa201009- 5: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009- 6: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009Python Details- 1: Python 2.7.17 + Python 3.6.9- 2: Python 2.7.17 + Python 3.6.9- 3: Python 2.7.17 + Python 3.6.9- 4: Python 2.7.17 + Python 3.6.9- 5: Python 2.7.18 + Python 3.8.5- 6: Python 3.8.5Security 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 - 5: 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 - 6: 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

Scikit-Learn

Scikit-learn is a Python module for machine learning Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.1123456306090120150SE +/- 1.13, N = 3SE +/- 1.02, N = 3SE +/- 0.54, N = 3SE +/- 0.34, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3125.46127.73103.06103.0598.4398.33
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 0.22.112345620406080100Min: 123.34 / Avg: 125.46 / Max: 127.2Min: 125.68 / Avg: 127.73 / Max: 128.83Min: 102.47 / Avg: 103.06 / Max: 104.13Min: 102.71 / Avg: 103.05 / Max: 103.73Min: 98.17 / Avg: 98.43 / Max: 98.68Min: 98.03 / Avg: 98.33 / Max: 98.53