scikit Intel Core i5-4670K testing with a MSI Z87-G41 PC Mate(MS-7850) v1.0 (V1.2 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/2101273-HA-SCIKIT38878 .
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 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) OpenBenchmarking.org Processor Details - Scaling Governor: intel_pstate powersave - CPU Microcode: 0x28 - Thermald 1.7 Python Details - Python 2.7.17 + Python 3.6.9 Security Details - 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
scikit scikit-learn: Difference Standard Error Standard Deviation 1 2 125.458 1.02x 1.13 1.56% 127.730 1.00x 1.02 1.39% OpenBenchmarking.org
Scikit-Learn OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 0.22.1 1 2 30 60 90 120 150 SE +/- 1.13, N = 3 SE +/- 1.02, N = 3 125.46 127.73
Phoronix Test Suite v10.8.4