Python Clear Linux vs. Ubuntu Performance

Python benchmarking for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 1902140-SP-PYTHONPY215
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HPC - High Performance Computing 2 Tests
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Identifier
Performance Per
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Date
Run
  Test
  Duration
Clear Linux Default Python
February 13 2019
  38 Minutes
Upstream Python 3.7.2 On Clear
February 13 2019
  7 Minutes
Intel Python 2019u2 On Clear Linux
February 13 2019
  43 Minutes
Ubuntu Linux Default Python
February 13 2019
  1 Hour, 18 Minutes
PyPy On Ubuntu Linux
February 13 2019
 
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  33 Minutes

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{ "title": "Python Clear Linux vs. Ubuntu Performance", "last_modified": "2019-02-14 07:48:32", "description": "Python benchmarking for a future article.", "systems": { "Clear Linux Default Python": { "identifier": "Clear Linux Default Python", "hardware": { "Processor": "Intel Core i9-7980XE @ 4.20GHz (18 Cores \/ 36 Threads)", "Motherboard": "ASUS PRIME X299-A (1602 BIOS)", "Chipset": "Intel Sky Lake-E DMI3 Registers", "Memory": "16384MB", "Disk": "Samsung SSD 970 EVO 500GB", "Graphics": "NVIDIA NV120 12GB", "Audio": "Realtek ALC1220", "Monitor": "ASUS PB278", "Network": "Intel I219-V" }, "software": { "OS": "Clear Linux OS 27760", "Kernel": "4.20.7-694.native (x86_64)", "Desktop": "GNOME Shell 3.30.2", "Display Server": "X Server 1.20.3", "Display Driver": "nouveau 1.0.16", "OpenGL": "4.3 Mesa 19.1.0-devel", "Compiler": "GCC 8.2.1 20190212 + Clang 7.0.1 + LLVM 7.0.1", "File-System": "ext4", "Screen Resolution": "2560x1440" }, "user": "phoronix", "timestamp": "2019-02-13 17:43:59", "data": { "cpu-scaling-governor": "intel_pstate performance", "graphics-2d-acceleration": "EXA", "environment-variables": "CFFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl now-Wl-z-Wl relro-malign-data=abi-fno-semantic-interposition-ftree-vectorize-ftree-loop-vectorize-Wl-sort-common-Wl--enable-new-dtags FFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl relro-malign-data=abi-fno-semantic-interposition-ftree-vectorize-ftree-loop-vectorize-Wl--enable-new-dtags CXXFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wformat-Wformat-security-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl relro-fno-semantic-interposition-ffat-lto-objects-fno-signed-zeros-fno-trapping-math-fassociative-math-Wl-sort-common-Wl--enable-new-dtags-mtune=skylake-fvisibility-inlines-hidden-Wl--enable-new-dtags MESA_GLSL_CACHE_DISABLE=0 CFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wformat-Wformat-security-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl relro-fno-semantic-interposition-ffat-lto-objects-fno-signed-zeros-fno-trapping-math-fassociative-math-Wl-sort-common-Wl--enable-new-dtags-mtune=skylake THEANO_FLAGS=floatX=float32 openmp=true gcc.cxxflags=\"-ftree-vectorize-mavx\"", "python": "Python 3.7.2", "security": "KPTI + __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable" } }, "Ubuntu Linux Default Python": { "identifier": "Ubuntu Linux Default Python", "hardware": { "Processor": "Intel Core i9-7980XE @ 4.20GHz (18 Cores \/ 36 Threads)", "Motherboard": "ASUS PRIME X299-A (1602 BIOS)", "Chipset": "Intel Sky Lake-E DMI3 Registers", "Memory": "16384MB", "Disk": "Samsung SSD 970 EVO 500GB", "Graphics": "NVIDIA GeForce GTX TITAN X 12GB", "Audio": "Realtek ALC1220", "Monitor": "ASUS PB278", "Network": "Intel I219-V" }, "software": { "OS": "Ubuntu 18.10", "Kernel": "4.18.0-15-generic (x86_64)", "Desktop": "GNOME Shell 3.30.1", "Display Server": "X Server 1.20.1", "Display Driver": "modesetting 1.20.1", "OpenGL": "4.3 Mesa 18.2.2", "Compiler": "GCC 8.2.0", "File-System": "ext4", "Screen Resolution": "2560x1440" }, "user": "phoronix", "timestamp": "2019-02-13 18:00:15", "data": { "cpu-scaling-governor": "intel_pstate powersave", "python": "Python 2.7.15+ + Python 3.6.7", "security": "KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW STIBP + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable" } }, "Upstream Python 3.7.2 On Clear": { "identifier": "Upstream Python 3.7.2 On Clear", "hardware": { "Processor": "Intel Core i9-7980XE @ 4.20GHz (18 Cores \/ 36 Threads)", "Motherboard": "ASUS PRIME X299-A (1602 BIOS)", "Chipset": "Intel Sky Lake-E DMI3 Registers", "Memory": "16384MB", "Disk": "Samsung SSD 970 EVO 500GB", "Graphics": "NVIDIA NV120 12GB", "Audio": "Realtek ALC1220", "Monitor": "ASUS PB278", "Network": "Intel I219-V" }, "software": { "OS": "Clear Linux OS 27760", "Kernel": "4.20.7-694.native (x86_64)", "Desktop": "GNOME Shell 3.30.2", "Display Server": "X Server 1.20.3", "Display Driver": "nouveau 1.0.16", "OpenGL": "4.3 Mesa 19.1.0-devel", "Compiler": "GCC 8.2.1 20190212 + Clang 7.0.1 + LLVM 7.0.1", "File-System": "ext4", "Screen Resolution": "2560x1440" }, "user": "phoronix", "timestamp": "2019-02-13 19:03:19", "data": { "cpu-scaling-governor": "intel_pstate performance", "environment-variables": "CFFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl now-Wl-z-Wl relro-malign-data=abi-fno-semantic-interposition-ftree-vectorize-ftree-loop-vectorize-Wl-sort-common-Wl--enable-new-dtags FFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl relro-malign-data=abi-fno-semantic-interposition-ftree-vectorize-ftree-loop-vectorize-Wl--enable-new-dtags CXXFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wformat-Wformat-security-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl relro-fno-semantic-interposition-ffat-lto-objects-fno-signed-zeros-fno-trapping-math-fassociative-math-Wl-sort-common-Wl--enable-new-dtags-mtune=skylake-fvisibility-inlines-hidden-Wl--enable-new-dtags MESA_GLSL_CACHE_DISABLE=0 CFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wformat-Wformat-security-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl relro-fno-semantic-interposition-ffat-lto-objects-fno-signed-zeros-fno-trapping-math-fassociative-math-Wl-sort-common-Wl--enable-new-dtags-mtune=skylake THEANO_FLAGS=floatX=float32 openmp=true gcc.cxxflags=\"-ftree-vectorize-mavx\"", "python": "Python 3.7.2", "security": "KPTI + __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable" } }, "Intel Python 2019u2 On Clear Linux": { "identifier": "Intel Python 2019u2 On Clear Linux", "hardware": { "Processor": "Intel Core i9-7980XE @ 4.20GHz (18 Cores \/ 36 Threads)", "Motherboard": "ASUS PRIME X299-A (1602 BIOS)", "Chipset": "Intel Sky Lake-E DMI3 Registers", "Memory": "16384MB", "Disk": "Samsung SSD 970 EVO 500GB", "Graphics": "NVIDIA NV120 12GB", "Audio": "Realtek ALC1220", "Monitor": "ASUS PB278", "Network": "Intel I219-V" }, "software": { "OS": "Clear Linux OS 27760", "Kernel": "4.20.7-694.native (x86_64)", "Desktop": "GNOME Shell 3.30.2", "Display Server": "X Server 1.20.3", "Display Driver": "nouveau 1.0.16", "OpenGL": "4.3 Mesa 19.1.0-devel", "Compiler": "GCC 8.2.1 20190212 + Clang 7.0.1 + LLVM 7.0.1", "File-System": "ext4", "Screen Resolution": "2560x1440" }, "user": "phoronix", "timestamp": "2019-02-13 20:45:29", "data": { "cpu-scaling-governor": "intel_pstate performance", "environment-variables": "CFFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl now-Wl-z-Wl relro-malign-data=abi-fno-semantic-interposition-ftree-vectorize-ftree-loop-vectorize-Wl-sort-common-Wl--enable-new-dtags FFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl relro-malign-data=abi-fno-semantic-interposition-ftree-vectorize-ftree-loop-vectorize-Wl--enable-new-dtags CXXFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wformat-Wformat-security-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl relro-fno-semantic-interposition-ffat-lto-objects-fno-signed-zeros-fno-trapping-math-fassociative-math-Wl-sort-common-Wl--enable-new-dtags-mtune=skylake-fvisibility-inlines-hidden-Wl--enable-new-dtags MESA_GLSL_CACHE_DISABLE=0 CFLAGS=-g-O3-feliminate-unused-debug-types-pipe-Wall-Wp-D_FORTIFY_SOURCE=2-fexceptions-fstack-protector--param=ssp-buffer-size=32-Wformat-Wformat-security-Wl--copy-dt-needed-entries-m64-fasynchronous-unwind-tables-Wp-D_REENTRANT-ftree-loop-distribute-patterns-Wl-z-Wl relro-fno-semantic-interposition-ffat-lto-objects-fno-signed-zeros-fno-trapping-math-fassociative-math-Wl-sort-common-Wl--enable-new-dtags-mtune=skylake THEANO_FLAGS=floatX=float32 openmp=true gcc.cxxflags=\"-ftree-vectorize-mavx\"", "python": "Python 3.6.8 :: Intel", "security": "KPTI + __user pointer sanitization + Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable" } }, "PyPy On Ubuntu Linux": { "identifier": "PyPy On Ubuntu Linux", "hardware": { "Processor": "Intel Core i9-7980XE @ 4.20GHz (18 Cores \/ 36 Threads)", "Motherboard": "ASUS PRIME X299-A (1602 BIOS)", "Chipset": "Intel Sky Lake-E DMI3 Registers", "Memory": "16384MB", "Disk": "Samsung SSD 970 EVO 500GB", "Graphics": "NVIDIA GeForce GTX TITAN X 12GB", "Audio": "Realtek ALC1220", "Monitor": "ASUS PB278", "Network": "Intel I219-V" }, "software": { "OS": "Ubuntu 18.10", "Kernel": "4.18.0-15-generic (x86_64)", "Desktop": "GNOME Shell 3.30.1", "Display Server": "X Server 1.20.1", "Display Driver": "modesetting 1.20.1", "OpenGL": "4.3 Mesa 18.2.2", "Compiler": "GCC 8.2.0", "File-System": "ext4", "Screen Resolution": "2560x1440" }, "user": "phoronix", "timestamp": "2019-02-13 21:00:16", "data": { "cpu-scaling-governor": "intel_pstate powersave", "python": "Python 2.7.13 (6.0.0+dfsg-2 Aug 22 2018 00:10:03)[PyPy 6.0.0 with GCC 8.2.0]", "security": "KPTI + __user pointer sanitization + Full generic retpoline IBPB IBRS_FW STIBP + SSB disabled via prctl and seccomp + PTE Inversion; VMX: conditional cache flushes SMT vulnerable" } } }, "results": { "77248ded2aa5e80465ad37d8659331c4f38c7671": { "identifier": "pts\/cython-bench-1.0.0", "title": "Cython benchmark", "app_version": "0.27", "scale": "Seconds", "proportion": "LIB", "display_format": "BAR_GRAPH", "results": { "Clear Linux Default Python": { "value": 21.82000000000000028421709430404007434844970703125, "raw_values": [ 21.82743096351600087245969916693866252899169921875, 21.88674902916000064578838646411895751953125, 21.731167078018000182737523573450744152069091796875 ], "test_run_times": [ 21.8299999999999982946974341757595539093017578125, 21.8900000000000005684341886080801486968994140625, 21.730000000000000426325641456060111522674560546875 ] }, "Ubuntu Linux Default Python": { "value": 37.61999999999999744204615126363933086395263671875, "raw_values": [ 37.42218589782699922352549037896096706390380859375, 37.53025102615399788419381366111338138580322265625, 37.90961813926700330057428800500929355621337890625 ], "test_run_times": [ 37.4200000000000017053025658242404460906982421875, 37.530000000000001136868377216160297393798828125, 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