sklearn

AMD EPYC 7443P 24-Core testing with a Supermicro H12SSL-i v1.01 (2.3 BIOS) and ASPEED 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 2205148-NE-SKLEARN6266
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
sklearn-EPYC-7443P
May 14 2022
  6 Minutes

sklearn-EPYC-7443P

Processor: AMD EPYC 7443P 24-Core @ 2.85GHz (24 Cores / 48 Threads), Motherboard: Supermicro H12SSL-i v1.01 (2.3 BIOS), Chipset: AMD Starship/Matisse, Memory: 256GB, Disk: 1000GB CT1000P5PSSD8, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe

OS: Ubuntu 20.04, Kernel: 5.4.0-110-generic (x86_64), Vulkan: 1.1.182, Compiler: GCC 9.4.0 + LLVM 10.0.0, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001143
Python Notes: Python 3.8.10
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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

sklearnOpenBenchmarking.orgPhoronix Test SuiteAMD EPYC 7443P 24-Core @ 2.85GHz (24 Cores / 48 Threads)Supermicro H12SSL-i v1.01 (2.3 BIOS)AMD Starship/Matisse256GB1000GB CT1000P5PSSD8ASPEED2 x Broadcom NetXtreme BCM5720 2-port PCIeUbuntu 20.045.4.0-110-generic (x86_64)1.1.182GCC 9.4.0 + LLVM 10.0.0ext41024x768ProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelVulkanCompilerFile-SystemScreen ResolutionSklearn BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001143 - Python 3.8.10- 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 Retpolines 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 0.22.1sklearn-EPYC-7443P20406080100SE +/- 0.03, N = 3108.41

sklearn-EPYC-7443P

Processor: AMD EPYC 7443P 24-Core @ 2.85GHz (24 Cores / 48 Threads), Motherboard: Supermicro H12SSL-i v1.01 (2.3 BIOS), Chipset: AMD Starship/Matisse, Memory: 256GB, Disk: 1000GB CT1000P5PSSD8, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe

OS: Ubuntu 20.04, Kernel: 5.4.0-110-generic (x86_64), Vulkan: 1.1.182, Compiler: GCC 9.4.0 + LLVM 10.0.0, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001143
Python Notes: Python 3.8.10
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 Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 14 May 2022 22:50 by user ml01s.