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.
1
Processor: Intel Core i5-4670K @ 3.80GHz (4 Cores), Motherboard: MSI Z87-G41 PC Mate(MS-7850) v1.0 (V1.2 BIOS), Chipset: Intel 4th Gen Core DRAM, Memory: 24GB, Disk: 500GB Samsung SSD 860 + 500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06, Graphics: MSI NVIDIA GeForce RTX 2070 8GB (420/405MHz), Audio: Realtek ALC887-VD, Monitor: ASUS VH236H, Network: Realtek RTL8111/8168/8411
OS: Ubuntu 18.04, Kernel: 5.4.0-62-generic (x86_64), Desktop: GNOME Shell 3.28.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.102.04, OpenGL: 4.6.0, Vulkan: 1.2.133, Compiler: GCC 7.5.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 3840x1080
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x28 - Thermald 1.7
Python Notes: Python 2.7.17 + Python 3.6.9
Security Notes: 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
Changed Graphics to MSI NVIDIA GeForce RTX 2070 8GB (1410/6801MHz).
3
Processor: AMD Ryzen 5 5600X 6-Core @ 3.70GHz (6 Cores / 12 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (2802 BIOS), Chipset: AMD Device 1480, Memory: 32GB, Disk: 500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06 + 500GB Samsung SSD 860, Graphics: MSI NVIDIA GeForce RTX 2070 8GB (1410/7000MHz), Audio: NVIDIA Device 10f9, Monitor: ASUS VH236H, Network: Realtek RTL8111/8168/8411 + Intel-AC 9260
OS: Ubuntu 18.04, Kernel: 5.4.0-65-generic (x86_64), Desktop: GNOME Shell 3.28.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.102.04, OpenGL: 4.6.0, Vulkan: 1.2.133, Compiler: GCC 7.5.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 3840x1080
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009
Python Notes: Python 2.7.17 + Python 3.6.9
Security Notes: 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
Changed Graphics to MSI NVIDIA GeForce RTX 2070 8GB (435/405MHz).
5
Processor: AMD Ryzen 5 5600X 6-Core @ 3.70GHz (6 Cores / 12 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (2802 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06 + 500GB Samsung SSD 860, Graphics: MSI NVIDIA GeForce RTX 2070 8GB (435/405MHz), Audio: NVIDIA TU106 HD Audio, Monitor: ASUS VH236H, Network: Realtek RTL8111/8168/8411 + Intel-AC 9260
OS: Ubuntu 20.04, Kernel: 5.4.0-65-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.9, Display Driver: NVIDIA 450.102.04, OpenGL: 4.6.0, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 3840x1080
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009
Python Notes: Python 2.7.18 + Python 3.8.5
Security Notes: 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.
1
Processor: Intel Core i5-4670K @ 3.80GHz (4 Cores), Motherboard: MSI Z87-G41 PC Mate(MS-7850) v1.0 (V1.2 BIOS), Chipset: Intel 4th Gen Core DRAM, Memory: 24GB, Disk: 500GB Samsung SSD 860 + 500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06, Graphics: MSI NVIDIA GeForce RTX 2070 8GB (420/405MHz), Audio: Realtek ALC887-VD, Monitor: ASUS VH236H, Network: Realtek RTL8111/8168/8411
OS: Ubuntu 18.04, Kernel: 5.4.0-62-generic (x86_64), Desktop: GNOME Shell 3.28.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.102.04, OpenGL: 4.6.0, Vulkan: 1.2.133, Compiler: GCC 7.5.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 3840x1080
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x28 - Thermald 1.7
Python Notes: Python 2.7.17 + Python 3.6.9
Security Notes: 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
Testing initiated at 27 January 2021 16:31 by user theo.
2
Processor: Intel Core i5-4670K @ 3.80GHz (4 Cores), Motherboard: MSI Z87-G41 PC Mate(MS-7850) v1.0 (V1.2 BIOS), Chipset: Intel 4th Gen Core DRAM, Memory: 24GB, Disk: 500GB Samsung SSD 860 + 500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06, Graphics: MSI NVIDIA GeForce RTX 2070 8GB (1410/6801MHz), Audio: Realtek ALC887-VD, Monitor: ASUS VH236H, Network: Realtek RTL8111/8168/8411
OS: Ubuntu 18.04, Kernel: 5.4.0-62-generic (x86_64), Desktop: GNOME Shell 3.28.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.102.04, OpenGL: 4.6.0, Vulkan: 1.2.133, Compiler: GCC 7.5.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 3840x1080
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x28 - Thermald 1.7
Python Notes: Python 2.7.17 + Python 3.6.9
Security Notes: 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
Testing initiated at 27 January 2021 16:44 by user theo.
3
Processor: AMD Ryzen 5 5600X 6-Core @ 3.70GHz (6 Cores / 12 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (2802 BIOS), Chipset: AMD Device 1480, Memory: 32GB, Disk: 500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06 + 500GB Samsung SSD 860, Graphics: MSI NVIDIA GeForce RTX 2070 8GB (1410/7000MHz), Audio: NVIDIA Device 10f9, Monitor: ASUS VH236H, Network: Realtek RTL8111/8168/8411 + Intel-AC 9260
OS: Ubuntu 18.04, Kernel: 5.4.0-65-generic (x86_64), Desktop: GNOME Shell 3.28.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.102.04, OpenGL: 4.6.0, Vulkan: 1.2.133, Compiler: GCC 7.5.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 3840x1080
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009
Python Notes: Python 2.7.17 + Python 3.6.9
Security Notes: 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
Testing initiated at 5 February 2021 15:02 by user theo.
4
Processor: AMD Ryzen 5 5600X 6-Core @ 3.70GHz (6 Cores / 12 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (2802 BIOS), Chipset: AMD Device 1480, Memory: 32GB, Disk: 500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06 + 500GB Samsung SSD 860, Graphics: MSI NVIDIA GeForce RTX 2070 8GB (435/405MHz), Audio: NVIDIA Device 10f9, Monitor: ASUS VH236H, Network: Realtek RTL8111/8168/8411 + Intel-AC 9260
OS: Ubuntu 18.04, Kernel: 5.4.0-65-generic (x86_64), Desktop: GNOME Shell 3.28.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.102.04, OpenGL: 4.6.0, Vulkan: 1.2.133, Compiler: GCC 7.5.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 3840x1080
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009
Python Notes: Python 2.7.17 + Python 3.6.9
Security Notes: 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
Testing initiated at 5 February 2021 15:48 by user theo.
5
Processor: AMD Ryzen 5 5600X 6-Core @ 3.70GHz (6 Cores / 12 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (2802 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: 500GB Samsung SSD 850 + 2000GB Seagate ST2000DM001-1CH1 + 63GB SanDisk SDSSDP06 + 500GB Samsung SSD 860, Graphics: MSI NVIDIA GeForce RTX 2070 8GB (435/405MHz), Audio: NVIDIA TU106 HD Audio, Monitor: ASUS VH236H, Network: Realtek RTL8111/8168/8411 + Intel-AC 9260
OS: Ubuntu 20.04, Kernel: 5.4.0-65-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.9, Display Driver: NVIDIA 450.102.04, OpenGL: 4.6.0, Vulkan: 1.2.133, Compiler: GCC 9.3.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 3840x1080
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa201009
Python Notes: Python 2.7.18 + Python 3.8.5
Security Notes: 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
Testing initiated at 5 February 2021 18:52 by user theo.