python

Intel Core i9-7980XE testing with a ASRock X299 Taichi XE (P1.60 BIOS) and eVGA NVIDIA GeForce GTX 970 4GB on Gentoo/Linux 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 1911186-HV-PYTHON18602
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

CPU Massive 3 Tests
Python 3 Tests
Server CPU Tests 3 Tests
Single-Threaded 2 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
LTO PGO STATIC
November 15 2019
  40 Minutes
LTO PGO
November 18 2019
  40 Minutes
LTO
November 18 2019
  40 Minutes
Invert Hiding All Results Option
  40 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):

LTO PGO STATIC

Disk Notes: NONE / noatime,rw
Processor Notes: Scaling Governor: intel_pstate performance
Python Notes: Python 3.6.9
Security Notes: l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling

LTO PGO

LTO

Processor: Intel Core i9-7980XE @ 4.40GHz (18 Cores / 36 Threads), Motherboard: ASRock X299 Taichi XE (P1.60 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 129024MB, Disk: 960GB INTEL SSDPED1D960GAY + 2000GB Western Digital WD20EARS-00S + 2000GB Seagate ST2000DM001-1CH1 + 3 x 2000GB Seagate ST2000DM001-1ER1 + 2000GB Western Digital WD20EARS-00M + 250GB HITACHI HTS54322, Graphics: eVGA NVIDIA GeForce GTX 970 4GB (135/324MHz), Audio: Realtek ALC1220, Network: Intel I219-V + Intel I211 + Intel Dual Band-AC 3168NGW

OS: Gentoo/Linux, Kernel: 5.0.17-gentoo (x86_64), Display Server: X Server 1.20.5, Display Driver: modesetting 1.20.5, Vulkan: 1.1.119, Compiler: GCC 9.2.0 + Clang 9.0.0 + LLVM 9.0.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 3840x1080

pythonOpenBenchmarking.orgPhoronix Test SuiteIntel Core i9-7980XE @ 4.40GHz (18 Cores / 36 Threads)ASRock X299 Taichi XE (P1.60 BIOS)Intel Sky Lake-E DMI3 Registers129024MB960GB INTEL SSDPED1D960GAY + 2000GB Western Digital WD20EARS-00S + 2000GB Seagate ST2000DM001-1CH1 + 3 x 2000GB Seagate ST2000DM001-1ER1 + 2000GB Western Digital WD20EARS-00M + 250GB HITACHI HTS54322eVGA NVIDIA GeForce GTX 970 4GB (135/324MHz)Realtek ALC1220Intel I219-V + Intel I211 + Intel Dual Band-AC 3168NGWGentoo/Linux5.0.17-gentoo (x86_64)X Server 1.20.5modesetting 1.20.51.1.119GCC 9.2.0 + Clang 9.0.0 + LLVM 9.0.0 + CUDA 10.1ext43840x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDisplay ServerDisplay DriverVulkanCompilerFile-SystemScreen ResolutionPython BenchmarksSystem Logs- NONE / noatime,rw- Scaling Governor: intel_pstate performance- Python 3.6.9- l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling

LTO PGO STATICLTO PGOLTOResult OverviewPhoronix Test Suite100%104%108%112%PyBenchCython benchmarkCompile BenchCompile BenchCompile BenchNumpy BenchmarkT.F.A.T.TInitial CreateCompileRead Compiled Tree

pythoncompilebench: Compilecompilebench: Initial Createcompilebench: Read Compiled Treenumpy: cython-bench: pybench: Total For Average Test TimesLTO PGO STATICLTO PGOLTO23895492775480943420.95105024255602795481223621.30104924085582794482610622.991212OpenBenchmarking.org

Compile Bench

Compilebench tries to age a filesystem by simulating some of the disk IO common in creating, compiling, patching, stating and reading kernel trees. It indirectly measures how well filesystems can maintain directory locality as the disk fills up and directories age. This current test is setup to use the makej mode with 10 initial directories Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: CompileLTO PGO STATICLTO PGOLTO5001000150020002500SE +/- 12.80, N = 3SE +/- 10.22, N = 3SE +/- 7.39, N = 3238924252408
OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: CompileLTO PGO STATICLTO PGOLTO400800120016002000Min: 2372.16 / Avg: 2388.92 / Max: 2414.07Min: 2405.69 / Avg: 2425.46 / Max: 2439.84Min: 2397.31 / Avg: 2408.48 / Max: 2422.45

OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: Initial CreateLTO PGO STATICLTO PGOLTO120240360480600SE +/- 2.49, N = 3SE +/- 2.43, N = 3SE +/- 1.69, N = 3549560558
OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: Initial CreateLTO PGO STATICLTO PGOLTO100200300400500Min: 543.8 / Avg: 548.73 / Max: 551.87Min: 556.07 / Avg: 560.26 / Max: 564.49Min: 556 / Avg: 558.36 / Max: 561.64

OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: Read Compiled TreeLTO PGO STATICLTO PGOLTO6001200180024003000SE +/- 18.44, N = 3SE +/- 28.25, N = 3SE +/- 16.47, N = 3277527952794
OpenBenchmarking.orgMB/s, More Is BetterCompile Bench 0.6Test: Read Compiled TreeLTO PGO STATICLTO PGOLTO5001000150020002500Min: 2738.07 / Avg: 2774.96 / Max: 2793.4Min: 2738.07 / Avg: 2794.57 / Max: 2823.74Min: 2764.89 / Avg: 2794.01 / Max: 2821.9

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNanoseconds, Fewer Is BetterNumpy BenchmarkLTO PGO STATICLTO PGOLTO1000K2000K3000K4000K5000K480943448122364826106

Cython benchmark

Stress benchmark tests to measure time consumed by cython code Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCython benchmark 0.27LTO PGO STATICLTO PGOLTO612182430SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 320.9521.3022.99
OpenBenchmarking.orgSeconds, Fewer Is BetterCython benchmark 0.27LTO PGO STATICLTO PGOLTO510152025Min: 20.84 / Avg: 20.95 / Max: 21.06Min: 21.19 / Avg: 21.3 / Max: 21.47Min: 22.93 / Avg: 22.99 / Max: 23.02

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesLTO PGO STATICLTO PGOLTO30060090012001500SE +/- 1.15, N = 3SE +/- 2.65, N = 3105010491212
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesLTO PGO STATICLTO PGOLTO2004006008001000Min: 1048 / Avg: 1050 / Max: 1052Min: 1207 / Avg: 1212 / Max: 1216

LTO PGO STATIC

Disk Notes: NONE / noatime,rw
Processor Notes: Scaling Governor: intel_pstate performance
Python Notes: Python 3.6.9
Security Notes: l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling

Testing initiated at 15 November 2019 22:32 by user wolfwood.

LTO PGO

Disk Notes: NONE / noatime,rw
Processor Notes: Scaling Governor: intel_pstate performance
Python Notes: Python 3.6.9
Security Notes: l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling

Testing initiated at 18 November 2019 12:03 by user wolfwood.

LTO

Processor: Intel Core i9-7980XE @ 4.40GHz (18 Cores / 36 Threads), Motherboard: ASRock X299 Taichi XE (P1.60 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 129024MB, Disk: 960GB INTEL SSDPED1D960GAY + 2000GB Western Digital WD20EARS-00S + 2000GB Seagate ST2000DM001-1CH1 + 3 x 2000GB Seagate ST2000DM001-1ER1 + 2000GB Western Digital WD20EARS-00M + 250GB HITACHI HTS54322, Graphics: eVGA NVIDIA GeForce GTX 970 4GB (135/324MHz), Audio: Realtek ALC1220, Network: Intel I219-V + Intel I211 + Intel Dual Band-AC 3168NGW

OS: Gentoo/Linux, Kernel: 5.0.17-gentoo (x86_64), Display Server: X Server 1.20.5, Display Driver: modesetting 1.20.5, Vulkan: 1.1.119, Compiler: GCC 9.2.0 + Clang 9.0.0 + LLVM 9.0.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 3840x1080

Disk Notes: NONE / noatime,rw
Processor Notes: Scaling Governor: intel_pstate performance
Python Notes: Python 3.6.9
Security Notes: l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling

Testing initiated at 18 November 2019 14:55 by user wolfwood.