numenta 3990X AMD Ryzen Threadripper 3990X 64-Core testing with a Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS) and AMD Radeon RX 5700 8GB on Ubuntu 22.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2212142-PTS-NUMENTA311&grs .
numenta 3990X Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution a b c AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads) Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS) AMD Starship/Matisse 128GB Samsung SSD 970 EVO Plus 500GB AMD Radeon RX 5700 8GB (1750/875MHz) AMD Navi 10 HDMI Audio DELL P2415Q Intel I211 + Intel Wi-Fi 6 AX200 Ubuntu 22.10 6.1.0-rc8-phx-mglru (x86_64) GNOME Shell 43.0 X Server 1.21.1.4 + Wayland 4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.49) 1.3.224 GCC 12.2.0 + LLVM 15.0.2 ext4 3840x2160 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Processor Details - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301055 Python Details - Python 3.10.7 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
numenta 3990X numenta-nab: Windowed Gaussian numenta-nab: Contextual Anomaly Detector OSE numenta-nab: Bayesian Changepoint numenta-nab: Relative Entropy numenta-nab: Earthgecko Skyline numenta-nab: KNN CAD a b c 6.105 39.251 20.809 13.247 78.553 119.669 6.151 39.547 20.646 13.239 78.668 119.855 6.041 39.846 20.752 13.162 78.421 119.981 OpenBenchmarking.org
Numenta Anomaly Benchmark Detector: Windowed Gaussian OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian a b c 2 4 6 8 10 SE +/- 0.055, N = 3 SE +/- 0.047, N = 3 SE +/- 0.030, N = 3 6.105 6.151 6.041
Numenta Anomaly Benchmark Detector: Contextual Anomaly Detector OSE OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Contextual Anomaly Detector OSE a b c 9 18 27 36 45 SE +/- 0.42, N = 3 SE +/- 0.33, N = 3 SE +/- 0.08, N = 3 39.25 39.55 39.85
Numenta Anomaly Benchmark Detector: Bayesian Changepoint OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint a b c 5 10 15 20 25 SE +/- 0.12, N = 3 SE +/- 0.15, N = 3 SE +/- 0.14, N = 3 20.81 20.65 20.75
Numenta Anomaly Benchmark Detector: Relative Entropy OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy a b c 3 6 9 12 15 SE +/- 0.17, N = 3 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 13.25 13.24 13.16
Numenta Anomaly Benchmark Detector: Earthgecko Skyline OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline a b c 20 40 60 80 100 SE +/- 0.11, N = 3 SE +/- 0.28, N = 3 SE +/- 0.18, N = 3 78.55 78.67 78.42
Numenta Anomaly Benchmark Detector: KNN CAD OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: KNN CAD a b c 30 60 90 120 150 SE +/- 1.17, N = 5 SE +/- 1.13, N = 3 SE +/- 1.16, N = 3 119.67 119.86 119.98
Phoronix Test Suite v10.8.5