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.
HTML result view exported from: https://openbenchmarking.org/result/2102055-HA-SCIKIT57037 .
scikit Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Vulkan Compiler File-System Screen Resolution 1 2 3 4 5 Intel Core i5-4670K @ 3.80GHz (4 Cores) MSI Z87-G41 PC Mate(MS-7850) v1.0 (V1.2 BIOS) Intel 4th Gen Core DRAM 24GB 500GB Samsung SSD 860 + 500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06 MSI NVIDIA GeForce RTX 2070 8GB (420/405MHz) Realtek ALC887-VD ASUS VH236H Realtek RTL8111/8168/8411 Ubuntu 18.04 5.4.0-62-generic (x86_64) GNOME Shell 3.28.4 X Server 1.20.8 NVIDIA 450.102.04 4.6.0 1.2.133 GCC 7.5.0 + CUDA 10.1 ext4 3840x1080 MSI 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 1480 32GB 500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06 + 500GB Samsung SSD 860 MSI NVIDIA GeForce RTX 2070 8GB (1410/7000MHz) NVIDIA Device 10f9 Realtek RTL8111/8168/8411 + Intel-AC 9260 5.4.0-65-generic (x86_64) MSI NVIDIA GeForce RTX 2070 8GB (435/405MHz) AMD Starship/Matisse NVIDIA TU106 HD Audio Ubuntu 20.04 GNOME Shell 3.36.4 X Server 1.20.9 GCC 9.3.0 + CUDA 10.1 OpenBenchmarking.org Processor 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 Python 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 Security 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
scikit scikit-learn: Difference Standard Error Standard Deviation 1 2 3 4 5 125.458 1.02x 1.13 1.56% 127.730 1.00x 1.02 1.39% 103.061 1.19x 0.54 0.90% 103.047 1.19x 0.34 0.57% 98.434 1.23x 0.15 0.26% OpenBenchmarking.org
Scikit-Learn OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 0.22.1 1 2 3 4 5 30 60 90 120 150 SE +/- 1.13, N = 3 SE +/- 1.02, N = 3 SE +/- 0.54, N = 3 SE +/- 0.34, N = 3 SE +/- 0.15, N = 3 125.46 127.73 103.06 103.05 98.43
Phoronix Test Suite v10.8.4