Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux Benchmarks

Benchmarks 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 2004100-NI-XEONEPYC951
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Result
Identifier
Performance Per
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Date
Run
  Test
  Duration
Xeon Silver 4216
March 30 2020
  6 Hours, 53 Minutes
2 x Xeon Silver 4216
March 31 2020
  5 Hours, 19 Minutes
Xeon Gold 5218
March 29 2020
  6 Hours, 28 Minutes
Xeon Gold 5220R
March 27 2020
  5 Hours, 38 Minutes
2 x Xeon Gold 5220R
March 26 2020
  5 Hours, 6 Minutes
Xeon Gold 6226R
March 30 2020
  5 Hours, 22 Minutes
2 x Xeon Gold 6226R
March 31 2020
  5 Hours, 4 Minutes
Xeon Platinum 8280
March 28 2020
  4 Hours, 22 Minutes
2 x Xeon Platinum 8280
March 28 2020
  4 Hours, 22 Minutes
EPYC 7302P
April 01 2020
  4 Hours, 37 Minutes
EPYC 7502P
April 01 2020
  3 Hours, 52 Minutes
2 x EPYC 7252
April 07 2020
  5 Hours, 59 Minutes
2 x EPYC 7272
April 03 2020
  5 Hours, 40 Minutes
2 x EPYC 7302
April 10 2020
  6 Hours, 5 Minutes
2 x EPYC 7352
April 09 2020
  5 Hours, 12 Minutes
2 x EPYC 7532
April 09 2020
  4 Hours, 24 Minutes
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  5 Hours, 16 Minutes

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2 x Xeon Gold 5220R

Processor: 2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c
Python Notes: + Python 3.8.2
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled

Xeon Gold 5220R

Processor: Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Xeon Platinum 8280

Changed Processor to Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads).

2 x Xeon Platinum 8280

Changed Processor to 2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads).

Changed Memory to 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM.

Xeon Gold 5218

Processor: Intel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: 2 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Xeon Silver 4216

Changed Processor to Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads).

Xeon Gold 6226R

Changed Processor to Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads).

2 x Xeon Gold 6226R

Changed Processor to 2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads).

Changed Memory to 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM.

2 x Xeon Silver 4216

Changed Processor to 2 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads).

EPYC 7502P

Processor: AMD EPYC 7502P 32-Core @ 2.50GHz (32 Cores / 64 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710

OS: Ubuntu 20.04, Kernel: 5.4.0-21-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034
Python Notes: + Python 3.8.2
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

EPYC 7302P

Changed Processor to AMD EPYC 7302P 16-Core @ 3.00GHz (16 Cores / 32 Threads).

2 x EPYC 7272

Changed Processor to 2 x AMD EPYC 7272 12-Core @ 2.90GHz (24 Cores / 48 Threads).

Changed Memory to 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2.

2 x EPYC 7252

Changed Processor to 2 x AMD EPYC 7252 8-Core @ 3.10GHz (16 Cores / 32 Threads).

2 x EPYC 7532

Changed Processor to 2 x AMD EPYC 7532 32-Core @ 2.40GHz (64 Cores / 128 Threads).

Changed Graphics to llvmpipe 504GB.

2 x EPYC 7352

Changed Processor to 2 x AMD EPYC 7352 24-Core @ 2.30GHz (48 Cores / 96 Threads).

Changed Graphics to ASPEED.

2 x EPYC 7302

Changed Processor to 2 x AMD EPYC 7302 16-Core @ 3.00GHz (32 Cores / 64 Threads).

Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen Resolution2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73022 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads)GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS)Intel Sky Lake-E DMI3 Registers12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM280GB INTEL SSDPED1D280GAASPEEDVE2282 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEUbuntu 20.045.4.0-18-generic (x86_64)GNOME Shell 3.36.0X Server 1.20.7modesetting 1.20.7GCC 9.3.0ext41920x1080Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM1024x768Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads)2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WMIntel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads)6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM2 x VE2281920x1080Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads)3 x VE228Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads)4 x VE2282 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads)12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM5 x VE2282 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads)6 x VE228AMD EPYC 7502P 32-Core @ 2.50GHz (32 Cores / 64 Threads)AMD DAYTONA_X (RDY1006G BIOS)AMD Starship/Matisse8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2280GB INTEL SSDPE21D280GAVE2282 x Mellanox MT277105.4.0-21-generic (x86_64)AMD EPYC 7302P 16-Core @ 3.00GHz (16 Cores / 32 Threads)2 x VE2282 x AMD EPYC 7272 12-Core @ 2.90GHz (24 Cores / 48 Threads)16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E24 x VE2282 x AMD EPYC 7252 8-Core @ 3.10GHz (16 Cores / 32 Threads)5 x VE2282 x AMD EPYC 7532 32-Core @ 2.40GHz (64 Cores / 128 Threads)llvmpipe 504GB7 x VE2282 x AMD EPYC 7352 24-Core @ 2.30GHz (48 Cores / 96 Threads)ASPEED8 x VE2282 x AMD EPYC 7302 16-Core @ 3.00GHz (32 Cores / 64 Threads)9 x VE228OpenBenchmarking.orgCompiler Details- 2 x Xeon Gold 5220R, Xeon Gold 5220R, Xeon Platinum 8280, 2 x Xeon Platinum 8280, Xeon Gold 5218, Xeon Gold 6226R, 2 x Xeon Gold 6226R, 2 x Xeon Silver 4216, EPYC 7502P, EPYC 7302P, 2 x EPYC 7272, 2 x EPYC 7252, 2 x EPYC 7532, 2 x EPYC 7352, 2 x EPYC 7302: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -vProcessor Details- 2 x Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5220R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Platinum 8280: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 5218: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Gold 6226R: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- 2 x Xeon Silver 4216: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c- EPYC 7502P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- EPYC 7302P: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7272: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7252: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7532: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7352: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034- 2 x EPYC 7302: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034Python Details- 2 x Xeon Gold 5220R, Xeon Gold 5220R, Xeon Platinum 8280, 2 x Xeon Platinum 8280, Xeon Gold 5218, Xeon Gold 6226R, 2 x Xeon Gold 6226R, 2 x Xeon Silver 4216, EPYC 7502P, EPYC 7302P, 2 x EPYC 7272, 2 x EPYC 7252, 2 x EPYC 7532, 2 x EPYC 7352, 2 x EPYC 7302: + Python 3.8.2Security Details- 2 x Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5220R: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Platinum 8280: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 5218: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Gold 6226R: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- 2 x Xeon Silver 4216: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled- EPYC 7502P: 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- EPYC 7302P: 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7272: 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7252: 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7532: 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7352: 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected- 2 x EPYC 7302: 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302Logarithmic Result OverviewPhoronix Test SuiteMKL-DNN DNNLLuxCoreRenderOSPrayJohn The RipperBlenderStockfishNAMDEmbreeLAMMPS Molecular Dynamics SimulatorIntel Open Image DenoiseasmFishChaos Group V-RAYNAS Parallel BenchmarksBasis UniversalPostgreSQL pgbenchIntel MPI BenchmarksHigh Performance Conjugate GradientTimed Linux Kernel Compilationdav1dTimed LLVM CompilationSVT-AV1Timed MrBayes AnalysisAppleseedTungsten RendererArrayFireDeepSpeechBuild2Mlpack BenchmarkRadiance BenchmarkHimeno BenchmarkScikit-LearnNettlePyPerformancePHPBenchNumpy BenchmarkPyBench

Xeon Cascade Lake Refresh vs. AMD EPYC Rome Linux Benchmarksopenvkl: vklBenchmarkmkl-dnn: Convolution Batch conv_all - bf16bf16bf16blender: Barbershop - CPU-Onlybuild-llvm: Time To Compileblender: Pabellon Barcelona - CPU-Onlynumpy: blender: Classroom - CPU-Onlymlpack: scikit_linearridgeregressionpgbench: Buffer Test - Normal Load - Read Onlymkl-dnn: Convolution Batch conv_googlenet_v3 - f32ospray: XFrog Forest - Path Tracerospray: San Miguel - Path Tracerasmfish: 1024 Hash Memory, 26 Depthdav1d: Chimera 1080p 10-bithpcg: appleseed: Emilyospray: XFrog Forest - SciVisintel-mpi: IMB-P2P PingPongblender: Fishy Cat - CPU-Onlymrbayes: Primate Phylogeny Analysisluxcorerender: Rainbow Colors and Prismospray: San Miguel - SciVisdeepspeech: CPUbuild-linux-kernel: Time To Compileospray: NASA Streamlines - Path Tracerblender: BMW27 - CPU-Onlybuild2: Time To Compileradiance: SMP Parallelmlpack: scikit_icanpb: EP.Dstockfish: Total Timev-ray: CPUopenvkl: vklBenchmarkVdbVolumeopenvkl: vklBenchmarkStructuredVolumeluxcorerender: DLSCjohn-the-ripper: MD5himeno: Poisson Pressure Solvernpb: BT.Cnamd: ATPase Simulation - 327,506 Atomsembree: Pathtracer - Asian Dragon Objembree: Pathtracer ISPC - Asian Dragon Objpyperformance: regex_compilemlpack: scikit_svmjohn-the-ripper: Blowfishembree: Pathtracer ISPC - Asian Dragon Objembree: Pathtracer - Asian Dragon Objbasis: UASTC Level 3pyperformance: django_templatesvt-av1: Enc Mode 4 - 1080pnpb: LU.Cospray: NASA Streamlines - SciVisospray: Magnetic Reconnection - SciVismkl-dnn: Deconvolution Batch deconv_1d - f32tungsten: Water Causticembree: Pathtracer - Crownembree: Pathtracer ISPC - Crownmkl-dnn: IP Batch 1D - f32pybench: Total For Average Test Timespyperformance: floatembree: Pathtracer - Asian Dragonmkl-dnn: Deconvolution Batch deconv_3d - u8s8f32embree: Pathtracer ISPC - Asian Dragonmkl-dnn: Convolution Batch conv_alexnet - f32dav1d: Summer Nature 4Kembree: Pathtracer ISPC - Crownarrayfire: BLAS CPUembree: Pathtracer - Crownembree: Pathtracer ISPC - Asian Dragonphpbench: PHP Benchmark Suiteembree: Pathtracer - Asian Dragontungsten: Hairdav1d: Summer Nature 1080parrayfire: Conjugate Gradient CPUsvt-av1: Enc Mode 8 - 1080poidn: Memorialscikit-learn: oidn: Memoriallammps: Rhodopsin Proteinnpb: EP.Cnettle: aes256mkl-dnn: Deconvolution Batch deconv_3d - f32nettle: sha512nettle: chachanettle: poly1305-aes2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73023917.52260.56286.782208.30300.73165.962.39598798.57132454.81903.983.958550185170.8125.6303180.6457977.1919650424.33333398.24134.9284.4643.48125.1186336.69910.4260.6772.151230.56177.413780.5974235829402704.4448210003404.690861100761.290.6033332.330137.149816717.925132427.98147.35.302108883.4055.5647.622.1268023.336729.515333.44692.23009110011335.87573112.3643.0983122.761177.892359.1363128311.0726321.849.89849.20927.9710.45817.3783768.666159.212.69700489.151024.9752797.227839.95456.47430.426404.78313.76328.812.25383120.690509108.1612.062.144321793958.0513.3529284.279743.7010276849.521739175.95134.4832.4823.26126.0780159.0125.38113.3091.641242.51568.191966.6138167326218862.3225060003398.39745550787.791.1574517.795720.341816817.822554746.70847.14.28556744.8728.5727.033.3643225.008016.051417.66044.49985111411419.61056072.5723.6042244.745160.591201.5462969018.9840274.986.40933.08818.4110.1129.5351863.156133.914.88966485.861020.0932779.783497.47287.80308.741246.31330.33198.251.67560887.76669642.07583.463.526876207565.4014.9097197.6495056.2516653864.768116110.67128.8484.1138.46118.0937740.8989.4969.8074.11823567.363283.3862891312347103.7940900003510.20515971842.340.7070929.206133.049016417.194286430.68946.26.03074255.675042.871.4623222.016726.280028.77302.39451107610932.24743716.9838.310094.1937199.083432.1664916412.6863323.204.11551.91731.109.12715.3143194.186313.161.96279501.981051.1112867.481766.35187.33221.515129.01321.82100.471.82909916.49008623.17726.676.5313383989685.1428.8542154.98075212.0531821690.55072566.39129.9867.1569.52122.2246827.30918.1838.7962.776226.07663.356284.65119715795643317.1978800003514.604106136046.530.3622651.785358.694516417.198408419.88545.97.033140090.3290.9171.431.2402921.589645.612153.23041.63986107310957.48701893.7268.424149.8437221.313430.286496937.82706409.887.48156.98234.499.39224.7886104.946320.001.13608500.981051.9362868.6910255.2589.07501.218531.98315.14433.422.46322051.631187131.0881.681.753656181755.8813.0138328.1391333.019066471.0434783229.28147.7341.8818.87128.4069267.1564.37149.39101.716241.89768.781635.7832424332169811.7419126673405.03589748617.051.5116813.852616.768516717.982140355.20947.23.33948143.4923.2622.223.9948825.963512.388214.41634.75696110111415.31047189.0319.4321298.300136.861002.0963245522.4866265.467.04227.19315.8010.2868.1581621.486164.795.80420489.511024.4932798.5610258.0593.13531.152531.39272.12432.112.97313376.779917171.4281.311.403508549650.1011.8883345.3899612.348923779.5507246229.71193.4661.8814.71135.9974471.7703.41149.02109.699299.73981.361571.4931174576171051.7718933332823.59536446389.791.5172113.882713.491820420.892042458.24657.53.30946723.0118.1817.945.3108728.897912.431611.38275.16658134213715.27967457.8615.5911395.441132.46765.49151569723.6129232.357.81926.46012.8512.0307.8101545.505024.397.63646399.99837.6122291.695709.17453.22433.191400.96318.87321.531.93376860.31861569.14312.022.024461492562.3213.9581276.7686543.6810620968.608695173.95123.7022.5122.69119.7871757.7725.52111.8288.977242.00261.822094.5339776292220742.3525830003401.15713556576.121.1358617.422319.322816817.922712644.94347.34.34058594.5029.4125.482.2312624.087415.994316.80994.41366110311519.34725864.2622.4598155.368170.072137.0363243118.6129307.756.45134.63622.019.92410.3252044.246161.423.13006488.811024.9922795.492871.11257.01279.682207.41304.16163.322.08587882.23269936.37163.883.718389451473.9526.5910177.6611487.0920467429.52173996.41124.2584.3242.27123.3870236.59510.5659.4570.608233.04274.633969.6075203729347494.518349776673410.38393877470.670.5823731.311734.803016717.775348527.22647.15.431106268.3355.5645.451.4972423.191628.960231.73182.18975110411334.69192987.0840.432581.1400203.103912.3063260110.6653358.627.15551.71033.0610.44918.1504005.266157.491.70749489.421025.3842797.435156.69333.40347.827272.72262.78218.062.99501697.23823187.54342.552.636689581059.5123.1574222.9685144.5717176230.536232125.35194.5043.6527.84133.0116045.3156.6278.7286.325281.25194.453144.7060569696275923.4337640002817.67305365509.980.7698225.497125.067820421.094102134.63257.54.21685606.5334.4832.533.0659027.394823.267421.74682.66699134313728.20323849.1328.9732197.914159.601497.7551996413.6031272.5516.9240.54820.4312.54914.1612984.025061.603.85512401.13841.6492294.74249.65287.127202.46314.28158.021.81576329.50885558.67003.642.9778420660110.7115.1056176.5933356.853562419.555555691.8193.6395.0435.8275.0672937.01410.4262.7671.558218.47668.912370.0475514543375344.5526740003883.47513660515.860.7387331.462630.124620314.764359325.14259.34.98473641.985025.642.4977723.092430.136328.82902.57160115513734.54952960.0734.6275137.106260.52632.50152653710.5802547.0835.6646.90315.0910.6188.6962361.484727.653.70257484.24760.2122072.85408.87385.464343.69315.52270.752.08343164.84037599.03462.141.654223622391.6814.3500266.5838844.012025941.0694445148.3985.0402.8520.9179.4133752.9636.09101.7783.011215.31961.321189.9841894070235772.6715270003852.93165850117.891.2653717.071316.433620815.052231739.48459.93.54358479.5929.4114.083.8866226.062416.957916.12903.65129117313918.93825477.9518.9660233.046196.28385.86851135316.7079435.6936.3030.74010.5610.8196.5471187.924634.444.66729476.77748.6842041.01320.14327.014243.03306.36190.022.14434370.50456878.01732.782.085708387497.5817.2281232.775355.231892211.6018518110.8687.8784.0526.5588.3162742.8397.812573.5077.446225.71975.911729.9456329195293443.5921626673643.54676151917.570.9067420.733719.889321216.173239330.12962.64.17877169.3235.7116.393.4921426.416621.617620.57143.06606121614422.86103797.0423.0228179.767223.20522.53849727312.5601496.4461.2743.45212.6011.4966.6681720.664513.843.58814462.00725.8821980.45172.91455.41400.477346.49306.25269.882.21293576.839930104.6411.941.403822434586.2215.7619296.2326133.651486726.0972222154.2387.9372.8418.4189.1241754.2705.40102.3885.557230.50369.111154.18372880652081712534605.67424256107542.7927932.6214966673705.35173751383.441.2879013.994113.449021515.522149940.86662.43.44860944.5024.3911.244.0740128.508314.699513.96043.78030120814415.59305653.2815.4791237.902169.42379.38349362417.1877399.1754.5328.8428.6911.2246.0941152.674513.434.78499462.54726.1891980.28171.38217.743111.91307.6982.131.95855210.42550839.82106.415.02133449810137.1233.9207176.22570911.902030305.860.1197.7809.3258.8278.4829325.98317.8635.8664.693221.28265.604556.78130975714595298.3550110003783.18104186163.000.3989347.111745.125221017.238373717.34060.86.688156257.7976.9238.462.3884324.403350.321347.88622.27357117013952.28811532.7851.967678.1260296.06611.4205157586.84549649.4531.8274.04924.8410.9136.3364500.114652.832.53418476.65748.5752041.94361.31206.09248.568150.88296.14112.162.29585293.24046150.61574.783.69101338444125.0328.4007188.3064138.852019790.569444475.45102.2916.7842.8783.0434530.87613.1647.2370.287232.170.283268.21973549854786615225641.59848570983017.0270276.0436680003647.33358176616.990.5403835.214333.694021616.506014634.237436.135221.05863.45.653112998.0156.3728.312.7694525.358937.460735.62042.52651123014639.40032128.0638.9488110.194261.1236.5247477.30238.402339.444648524340.04328.74498566.8541.1548.84419.8011.53121.356.7823111.254445.942.57764455.36714.4611952.33307.53243.32264.631182.08317.99139.102.15493577.85424159.91343.792.8375601364109.9827.4536190.2297477.092028229.361111186.0386.5695.3835.3085.8081434.32710.5355.2568.976220.81876.042378.65761863633569015452697.93181872351924.6756765.0329466673774.88207275121.590.6602427.468726.410220815.834188627.402328.626024.02159.84.71998171.9547.4421.742.7070124.616329.218527.74502.47718116713930.40912742.5430.5171130.276240.3728.6762585.59630.202530.863351059931.91199.88558533.1261.0047.34615.9811.05317.268.2822362.434657.483.42973476.80749.6042042.17OpenBenchmarking.org

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmark2 x EPYC 72522 x EPYC 73522 x EPYC 730280160240320400SE +/- 0.61, N = 3SE +/- 5.99, N = 3SE +/- 3.12, N = 9172.91361.31307.53MIN: 1 / MAX: 610MIN: 1 / MAX: 1260MIN: 1 / MAX: 1087
OpenBenchmarking.orgItems / Sec Per Dollar, More Is BetterOpenVKL 0.9Performance / Cost - Benchmark: vklBenchmark2 x EPYC 72522 x EPYC 73522 x EPYC 73020.03290.06580.09870.13160.16450.1460.1200.1461. 2 x EPYC 7252: $1184 reported cost.2. 2 x EPYC 7352: $3016 reported cost.3. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

This is a test of the Intel MKL-DNN (DNNL / Deep Neural Network Library) as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 42162K4K6K8K10KSE +/- 3.93, N = 3SE +/- 4.68, N = 3SE +/- 0.26, N = 3SE +/- 1.13, N = 3SE +/- 0.34, N = 3SE +/- 0.35, N = 3SE +/- 0.12, N = 3SE +/- 2.73, N = 3SE +/- 6.81, N = 33917.527839.953497.471766.3510255.2010258.005709.172871.115156.69MIN: 3906.67MIN: 7795.37MIN: 3490.41MIN: 1757.1MIN: 10250.1MIN: 10250.4MIN: 5699.77MIN: 2860.81MIN: 5142.071. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Convolution Batch conv_all - Data Type: bf16bf16bf162 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 42163M6M9M12M15M13523279.0413531753.7016039132.8011878764.008284005.678331961.2211942894.041. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Barbershop - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302130260390520650SE +/- 0.30, N = 3SE +/- 0.20, N = 3SE +/- 0.20, N = 3SE +/- 0.40, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 3SE +/- 0.44, N = 3SE +/- 0.25, N = 3SE +/- 0.10, N = 3SE +/- 0.40, N = 3SE +/- 0.12, N = 3SE +/- 0.31, N = 3SE +/- 0.35, N = 3SE +/- 0.65, N = 3SE +/- 0.64, N = 3SE +/- 0.25, N = 3260.56456.47287.80187.33589.07593.13453.22257.01333.40249.65408.87320.14455.41171.38206.09243.32
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBlender 2.82Performance / Cost - Blend File: Barbershop - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302200K400K600K800K1000K899453.12787867.22921305.48686844.54657622.22745843.02772154.40618882.35363894.30448196.00539205.44621567.44512918.561. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Timed LLVM Compilation

This test times how long it takes to build the LLVM compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To Compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302110220330440550SE +/- 2.03, N = 3SE +/- 1.84, N = 3SE +/- 4.79, N = 3SE +/- 1.01, N = 3SE +/- 3.37, N = 3SE +/- 2.53, N = 3SE +/- 2.13, N = 3SE +/- 3.51, N = 3SE +/- 1.73, N = 3SE +/- 1.48, N = 3SE +/- 4.25, N = 3SE +/- 2.04, N = 3SE +/- 5.93, N = 4SE +/- 1.54, N = 3SE +/- 2.07, N = 3SE +/- 1.47, N = 3286.78430.43308.74221.52501.22531.15433.19279.68347.83287.13385.46327.01400.48217.74248.57264.63
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed LLVM Compilation 10.0Performance / Cost - Time To Compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302200K400K600K800K1000K989971.46742915.28783904.95615074.02628560.14811637.16805567.33711787.83343062.96457819.60474164.77749681.09557842.151. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302120240360480600SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.31, N = 3SE +/- 0.46, N = 3SE +/- 0.22, N = 3SE +/- 0.09, N = 3SE +/- 0.50, N = 3SE +/- 0.22, N = 3SE +/- 0.31, N = 3SE +/- 0.19, N = 3SE +/- 0.62, N = 3SE +/- 0.05, N = 3SE +/- 0.87, N = 3SE +/- 0.08, N = 3208.30404.78246.31129.01531.98531.39400.96207.41272.72202.46343.69243.03346.49111.91150.88182.08
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBlender 2.82Performance / Cost - Blend File: Pabellon Barcelona - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302200K400K600K800K1000K719051.60698650.28832016.72615349.62581792.96601903.82631619.52501898.34305884.10340242.00410244.16455054.08383824.641. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Numpy Benchmark

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

OpenBenchmarking.orgScore, More Is BetterNumpy Benchmark2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730270140210280350SE +/- 0.65, N = 3SE +/- 3.23, N = 3SE +/- 2.42, N = 3SE +/- 3.00, N = 3SE +/- 2.01, N = 3SE +/- 0.89, N = 3SE +/- 0.54, N = 3SE +/- 1.46, N = 3SE +/- 1.91, N = 3SE +/- 1.78, N = 3SE +/- 1.05, N = 3SE +/- 1.67, N = 3SE +/- 1.58, N = 3SE +/- 1.42, N = 3SE +/- 1.21, N = 3SE +/- 1.19, N = 3300.73313.76330.33321.82315.14272.12318.87304.16262.78314.28315.52306.36306.25307.69296.14317.99
OpenBenchmarking.orgScore Per Dollar, More Is BetterNumpy BenchmarkPerformance / Cost -2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.07990.15980.23970.31960.39950.0870.1820.2010.2350.2200.1050.1130.1270.3550.2190.2590.0980.1511. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Classroom - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730290180270360450SE +/- 0.18, N = 3SE +/- 0.39, N = 3SE +/- 0.36, N = 3SE +/- 0.26, N = 3SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 0.16, N = 3SE +/- 0.52, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.44, N = 3SE +/- 0.82, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.36, N = 3165.96328.81198.25100.47433.42432.11321.53163.32218.06158.02270.75190.02269.8882.13112.16139.10
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBlender 2.82Performance / Cost - Blend File: Classroom - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302150K300K450K600K750K572893.92567526.06677868.88500383.38466540.03473954.64505026.96391731.58240967.50266028.00319537.92338274.56293222.801. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_linearridgeregression2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73020.67281.34562.01842.69123.364SE +/- 0.06, N = 12SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 7SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 15SE +/- 0.02, N = 15SE +/- 0.03, N = 15SE +/- 0.06, N = 14SE +/- 0.02, N = 72.392.251.671.822.462.971.932.082.991.812.082.142.211.952.292.15
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_linearridgeregression2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73022K4K6K8K10K8250.283883.503847.443439.262800.436036.166924.844486.991851.202996.002616.646906.644532.201. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

PostgreSQL pgbench

This is a simple benchmark of PostgreSQL using pgbench. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 12.0Scaling: Buffer Test - Test: Normal Load - Mode: Read Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302200K400K600K800K1000KSE +/- 2029.20, N = 3SE +/- 474.33, N = 3SE +/- 1625.61, N = 3SE +/- 10457.35, N = 3SE +/- 198.36, N = 3SE +/- 517.49, N = 3SE +/- 358.06, N = 3SE +/- 494.87, N = 3SE +/- 568.07, N = 3SE +/- 4183.51, N = 3SE +/- 766.70, N = 3SE +/- 367.93, N = 3SE +/- 700.67, N = 3SE +/- 10726.55, N = 3SE +/- 854.17, N = 3SE +/- 3217.47, N = 3598798.57383120.69560887.77909916.49322051.63313376.78376860.32587882.23501697.24576329.51343164.84434370.50293576.84855210.43585293.24493577.851. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
OpenBenchmarking.orgTPS Per Dollar, More Is BetterPostgreSQL pgbench 12.0Performance / Cost - Scaling: Buffer Test - Test: Normal Load - Mode: Read Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730280160240320400173.46221.97205.92270.62259.73202.58216.62232.49385.58310.27247.95194.06234.151. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

This is a test of the Intel MKL-DNN (DNNL / Deep Neural Network Library) as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73024080120160200SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.31, N = 3SE +/- 0.91, N = 3SE +/- 0.72, N = 12SE +/- 0.09, N = 3SE +/- 0.26, N = 3SE +/- 0.46, N = 12SE +/- 0.73, N = 654.82108.1642.0823.18131.09171.4369.1436.3787.5458.6799.0378.02104.6439.8250.6259.91MIN: 54.08MIN: 106.43MIN: 41.31MIN: 22MIN: 130.56MIN: 170.75MIN: 68.48MIN: 34.65MIN: 86.64MIN: 56.69MIN: 94.31MIN: 69.39MIN: 99.15MIN: 35.78MIN: 42.41MIN: 53.41. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Convolution Batch conv_googlenet_v3 - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730240K80K120K160K200K189235.19186685.89205021.63198513.62100326.64105550.38202750.51145442.9388140.79109224.22123894.94152656.95126297.451. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.00, N = 12SE +/- 0.00, N = 6SE +/- 0.00, N = 4SE +/- 0.00, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 5SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 15SE +/- 0.00, N = 5SE +/- 0.00, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 153.982.063.466.671.681.312.023.882.553.642.142.781.946.414.783.79MIN: 3.64 / MAX: 4.02MIN: 2.04 / MAX: 2.07MIN: 3.41 / MAX: 3.47MIN: 5.85 / MAX: 6.76MIN: 1.67MIN: 1.3 / MAX: 1.32MIN: 2 / MAX: 2.04MIN: 3.57 / MAX: 3.92MIN: 2.28 / MAX: 2.57MIN: 3.61 / MAX: 3.68MIN: 2.12 / MAX: 2.16MIN: 2.58 / MAX: 2.81MIN: 1.85 / MAX: 1.96MIN: 5.43 / MAX: 6.49MIN: 4.33 / MAX: 4.83MIN: 3.37 / MAX: 3.85
OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: XFrog Forest - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00050.0010.00150.0020.00250.0010.0010.0010.0010.0010.0010.0010.0010.0020.0020.0020.0020.0021. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.00, N = 7SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 5SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 8SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 4SE +/- 0.00, N = 7SE +/- 0.00, N = 53.952.143.526.531.751.402.023.712.632.971.652.081.405.023.692.83MIN: 3.41 / MAX: 3.98MIN: 2.13 / MAX: 2.15MIN: 3.48 / MAX: 3.53MIN: 5.18 / MAX: 6.58MIN: 1.74 / MAX: 1.76MAX: 1.41MAX: 2.03MIN: 2.99 / MAX: 3.73MIN: 2.35 / MAX: 2.64MIN: 2.96 / MAX: 2.99MIN: 1.64MIN: 1.78 / MAX: 2.09MIN: 1.18 / MAX: 1.41MIN: 3.64 / MAX: 5.08MIN: 3.12 / MAX: 3.72MIN: 2.44 / MAX: 2.86
OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: San Miguel - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00050.0010.00150.0020.00250.0010.0010.0010.0010.0010.0010.0010.0010.0020.0010.0010.0010.0011. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depth2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230M60M90M120M150MSE +/- 107032.55, N = 3SE +/- 375245.33, N = 3SE +/- 450047.19, N = 3SE +/- 491864.96, N = 3SE +/- 274137.19, N = 3SE +/- 274506.10, N = 3SE +/- 606619.65, N = 3SE +/- 983078.22, N = 3SE +/- 49212.27, N = 3SE +/- 153427.67, N = 3SE +/- 385803.49, N = 3SE +/- 368509.25, N = 3SE +/- 254236.78, N = 3SE +/- 108974.69, N = 3SE +/- 1158643.72, N = 3SE +/- 504781.25, N = 385501851432179396876207513383989636561817350854964461492583894514668958107842066042236223570838743822434513344981010133844475601364
OpenBenchmarking.orgNodes/second Per Dollar, More Is BetterasmFish 2018-07-23Performance / Cost - 1024 Hash Memory, 26 Depth2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730210K20K30K40K50K24768.7925039.3623377.1230298.3630747.7128909.2128884.2031633.9947456.4340774.2032284.0833600.2835864.031. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Chimera 1080p 10-bit2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.47, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.31, N = 3SE +/- 0.17, N = 3SE +/- 0.43, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 370.8158.0565.4085.1455.8850.1062.3273.9559.51110.7191.6897.5886.22137.12125.03109.98MIN: 54.24 / MAX: 115.34MIN: 42.73 / MAX: 119.59MIN: 49.2 / MAX: 111MIN: 66.74 / MAX: 126.85MIN: 40.96 / MAX: 112.64MIN: 36.69 / MAX: 102.49MIN: 45.27 / MAX: 134.22MIN: 55.51 / MAX: 119.74MIN: 45.13 / MAX: 93.29MIN: 78 / MAX: 183.07MIN: 62.47 / MAX: 183.37MIN: 66.87 / MAX: 181.32MIN: 58.99 / MAX: 170.38MIN: 99.13 / MAX: 213.36MIN: 91.31 / MAX: 182.43MIN: 76.69 / MAX: 176.261. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Chimera 1080p 10-bit2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.02320.04640.06960.09280.1160.0210.0340.0360.0430.0430.0250.0260.0450.1030.0700.0730.0410.0521. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.12 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302816243240SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.25, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 325.6313.3514.9128.8513.0111.8913.9626.5923.1615.1114.3517.2315.7633.9228.4027.451. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s Per Dollar, More Is BetterHigh Performance Conjugate Gradient 3.1Performance / Cost -2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00360.00720.01080.01440.0180.0070.0080.0080.0100.0100.0090.0100.0060.0160.0120.0130.0090.0131. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Emily2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730280160240320400180.65284.28197.65154.98328.14345.39276.77177.66222.97176.59266.58232.78296.23176.23188.31190.23
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterAppleseed 2.0 BetaPerformance / Cost - Scene: Emily2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302130K260K390K520K650K623589.29490666.83513209.60399961.58401591.32515572.65516395.08437774.88237259.66325885.49350739.41567932.14401004.311. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: XFrog Forest - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73023691215SE +/- 0.00, N = 6SE +/- 0.00, N = 6SE +/- 0.00, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.01, N = 3SE +/- 0.00, N = 7SE +/- 0.00, N = 6SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 127.193.706.2512.053.012.343.687.094.576.854.015.233.6511.908.857.09MIN: 6.45 / MAX: 7.25MIN: 3.66 / MAX: 3.73MIN: 6.13 / MAX: 6.29MIN: 9.71 / MAX: 12.2MIN: 2.98 / MAX: 3.05MIN: 2.3 / MAX: 2.36MIN: 3.64 / MAX: 3.7MIN: 6.37 / MAX: 7.14MIN: 4.08 / MAX: 4.61MIN: 6.76 / MAX: 6.99MIN: 3.97 / MAX: 4.05MIN: 4.83 / MAX: 5.29MIN: 3.32 / MAX: 3.7MIN: 7.75 / MAX: 12.05MIN: 7.46 / MAX: 9.01MIN: 5.49 / MAX: 7.19
OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: XFrog Forest - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00110.00220.00330.00440.00550.0020.0020.0020.0020.0030.0020.0020.0030.0050.0040.0030.0030.0031. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Intel MPI Benchmarks

Intel MPI Benchmarks for stressing MPI implementations. At this point the test profile aggregates results for some common MPI functionality. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgAverage Msg/sec, More Is BetterIntel MPI Benchmarks 2019.3Test: IMB-P2P PingPong2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73027M14M21M28M35MSE +/- 12631.77, N = 3SE +/- 20987.71, N = 3SE +/- 33688.94, N = 3SE +/- 66348.18, N = 3SE +/- 10529.89, N = 3SE +/- 7036.00, N = 3SE +/- 19484.28, N = 3SE +/- 41319.75, N = 3SE +/- 20273.79, N = 3SE +/- 10330.04, N = 3SE +/- 964.66, N = 3SE +/- 18484.88, N = 9SE +/- 2445.21, N = 3SE +/- 720.19, N = 3SE +/- 704.68, N = 3SE +/- 1150.18, N = 319650424.3310276849.5216653864.7731821690.559066471.048923779.5510620968.6120467429.5217176230.543562419.562025941.071892211.601486726.102030305.802019790.572028229.36MIN: 8143 / MAX: 56362584MIN: 4586 / MAX: 28371063MIN: 5455 / MAX: 45833330MIN: 9950 / MAX: 90956260MIN: 4337 / MAX: 23652306MIN: 4155 / MAX: 23466581MIN: 4580 / MAX: 27791242MIN: 7824 / MAX: 55096192MIN: 7391 / MAX: 465854281. (CXX) g++ options: -O0 -pedantic -fopenmp -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgAverage Msg/sec Per Dollar, More Is BetterIntel MPI Benchmarks 2019.3Performance / Cost - Test: IMB-P2P PingPong2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302170034005100680085005692.485954.145796.987706.207319.767052.877416.331437.042276.341351.581255.68669.69962.161. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: Fishy Cat - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730250100150200250SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 3SE +/- 0.28, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 398.24175.95110.6766.39229.28229.71173.9596.41125.3591.81148.39110.86154.2360.1175.4586.03
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBlender 2.82Performance / Cost - Blend File: Fishy Cat - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730280K160K240K320K400K339124.48303689.70358593.92266004.18252401.45279781.82290310.60227596.99132067.10155204.00182608.32227557.20181351.241. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Timed MrBayes Analysis

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysis2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73024080120160200SE +/- 0.27, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.44, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.67, N = 3SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 1.48, N = 3SE +/- 1.28, N = 4134.93134.48128.85129.99147.73193.47123.70124.26194.5093.6485.0487.8887.9497.78102.2986.57-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mmpx-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha-msse4a -msha1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed MrBayes Analysis 3.2.7Performance / Cost - Primate Phylogeny Analysis2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302100K200K300K400K500K465771.46232117.66231055.98224033.63179491.60360596.72450471.26232131.0875685.60123029.20104117.41308509.66182487.451. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

LuxCoreRender

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on the CPU as opposed to the OpenCL version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: Rainbow Colors and Prism2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73023691215SE +/- 0.30, N = 12SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.40, N = 15SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 15SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 94.462.484.117.151.881.882.514.323.655.042.854.052.849.326.785.38MIN: 1.23 / MAX: 4.91MIN: 2.4 / MAX: 2.53MIN: 3.96 / MAX: 4.16MIN: 2.92 / MAX: 8.11MIN: 1.85 / MAX: 1.92MIN: 1.84 / MAX: 1.92MIN: 2.44 / MAX: 2.56MIN: 2.71 / MAX: 4.87MIN: 3.56 / MAX: 3.67MIN: 4.92 / MAX: 5.22MIN: 2.79 / MAX: 2.9MIN: 3.94 / MAX: 4.08MIN: 2.76 / MAX: 2.87MIN: 8.8 / MAX: 9.55MIN: 6.42 / MAX: 6.89MIN: 4.91 / MAX: 5.61
OpenBenchmarking.orgM samples/sec Per Dollar, More Is BetterLuxCoreRender 2.3Performance / Cost - Scene: Rainbow Colors and Prism2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00070.00140.00210.00280.00350.0010.0010.0010.0020.0020.0010.0020.0020.0030.0030.0020.0020.0031. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: San Miguel - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021530456075SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.62, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.04, N = 12SE +/- 0.60, N = 3SE +/- 0.07, N = 12SE +/- 0.11, N = 12SE +/- 0.07, N = 6SE +/- 0.24, N = 3SE +/- 0.11, N = 3SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.41, N = 343.4823.2638.4669.5218.8714.7122.6942.2727.8435.8220.9126.5518.4158.8242.8735.30MIN: 28.57 / MAX: 45.45MIN: 21.74 / MAX: 23.81MIN: 37.04MIN: 37.04 / MAX: 71.43MIN: 18.52 / MAX: 19.23MIN: 14.29 / MAX: 14.93MIN: 21.74 / MAX: 22.73MIN: 28.57 / MAX: 43.48MIN: 17.86 / MAX: 28.57MIN: 32.26 / MAX: 38.46MIN: 20.41 / MAX: 22.22MIN: 18.87 / MAX: 28.57MIN: 12.99 / MAX: 19.61MIN: 27.03 / MAX: 62.5MIN: 24.39 / MAX: 45.45MIN: 23.26 / MAX: 38.46
OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: San Miguel - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00520.01040.01560.02080.0260.0130.0130.0120.0130.0160.0150.0120.0140.0230.0190.0160.0140.0171. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDeepSpeech 0.6Acceleration: CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.47, N = 3SE +/- 1.11, N = 3SE +/- 1.60, N = 3SE +/- 1.16, N = 3SE +/- 0.75, N = 3SE +/- 1.22, N = 3SE +/- 1.84, N = 3SE +/- 0.89, N = 3SE +/- 0.71, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 1.00, N = 7SE +/- 0.80, N = 11SE +/- 1.10, N = 3SE +/- 0.25, N = 3SE +/- 1.32, N = 3125.12126.08118.09122.22128.41136.00119.79123.39133.0175.0779.4188.3289.1278.4883.0485.81
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterDeepSpeech 0.6Performance / Cost - Acceleration: CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730290K180K270K360K450K431909.51217610.65200828.42157485.04173811.18358069.13308054.87186091.8170677.90123642.78105523.02250459.05180883.561. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.4Time To Compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021632486480SE +/- 0.34, N = 10SE +/- 0.87, N = 4SE +/- 0.42, N = 8SE +/- 0.25, N = 14SE +/- 0.88, N = 4SE +/- 0.99, N = 4SE +/- 0.88, N = 3SE +/- 0.37, N = 8SE +/- 0.41, N = 10SE +/- 0.49, N = 5SE +/- 0.44, N = 3SE +/- 0.57, N = 4SE +/- 0.64, N = 5SE +/- 0.20, N = 14SE +/- 0.30, N = 9SE +/- 0.37, N = 736.7059.0140.9027.3167.1671.7757.7736.6045.3237.0152.9642.8454.2725.9830.8834.33
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTimed Linux Kernel Compilation 5.4Performance / Cost - Time To Compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730230K60K90K120K150K126684.95101854.71105031.9883109.6683827.17106198.69104949.5491757.7147137.0759974.6064255.6893122.0272361.321. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730248121620SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0299, N = 3SE +/- 0.0000, N = 12SE +/- 0.0064, N = 3SE +/- 0.0000, N = 15SE +/- 0.0076, N = 4SE +/- 0.0373, N = 3SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0046, N = 8SE +/- 0.0000, N = 3SE +/- 0.0097, N = 3SE +/- 0.0000, N = 12SE +/- 0.0000, N = 12SE +/- 0.0000, N = 1210.42005.38009.490018.18004.37003.41005.520010.56006.620010.42006.09007.81255.400017.860013.160010.5300MIN: 8.47 / MAX: 10.53MIN: 5.29 / MAX: 5.46MIN: 9.26 / MAX: 9.62MIN: 12.2 / MAX: 18.52MIN: 4.29 / MAX: 4.44MIN: 3.33 / MAX: 3.45MIN: 5.43 / MAX: 5.62MIN: 8.77 / MAX: 10.75MIN: 5.52 / MAX: 6.76MIN: 10.1 / MAX: 10.75MIN: 5.99 / MAX: 6.17MIN: 6.17 / MAX: 7.94MIN: 5.13 / MAX: 5.49MIN: 10.2 / MAX: 18.18MIN: 8.7 / MAX: 13.51MIN: 7.69 / MAX: 10.75
OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: NASA Streamlines - Renderer: Path Tracer2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00160.00320.00480.00640.0080.0030.0030.0030.0030.0040.0040.0030.0040.0070.0060.0050.0040.0051. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Blender

Blender is an open-source 3D creation software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL or CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.82Blend File: BMW27 - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.13, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 3SE +/- 0.29, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 3SE +/- 0.15, N = 3SE +/- 0.65, N = 3SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 360.67113.3069.8038.79149.39149.02111.8259.4578.7262.76101.7773.50102.3835.8647.2355.25
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBlender 2.82Performance / Cost - Blend File: BMW27 - Compute: CPU-Only2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730250K100K150K200K250K209432.84195555.80233645.96172565.16162250.82172523.90182315.52155582.0490575.30102900.00121217.92142445.68116467.001. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Build2

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.12Time To Compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220406080100SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.31, N = 3SE +/- 0.27, N = 3SE +/- 0.30, N = 3SE +/- 0.31, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 372.1591.6474.1262.78101.72109.7088.9870.6186.3371.5683.0177.4585.5664.6970.2968.98
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBuild2 0.12Performance / Cost - Time To Compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730250K100K150K200K250K249065.25158172.37159083.82127031.44129105.63204904.42199928.70177392.2873879.79108424.40101299.49211985.59145401.411. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Radiance Benchmark

This is a benchmark of NREL Radiance, a synthetic imaging system that is open-source and developed by the Lawrence Berkeley National Laboratory in California. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP Parallel2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730270140210280350230.56242.52235.00226.08241.90299.74242.00233.04281.25218.48215.32225.72230.50221.28232.10220.82
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterRadiance Benchmark 5.0Performance / Cost - Test: SMP Parallel2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302200K400K600K800K1000K795896.57418580.89378326.91347097.76351144.90676287.88651377.32541602.00191633.91316006.60272915.55700013.60465484.341. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_ica2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220406080100SE +/- 1.07, N = 4SE +/- 0.25, N = 3SE +/- 0.21, N = 3SE +/- 0.59, N = 3SE +/- 0.44, N = 3SE +/- 0.80, N = 3SE +/- 0.45, N = 3SE +/- 0.30, N = 3SE +/- 1.29, N = 3SE +/- 0.48, N = 3SE +/- 0.13, N = 3SE +/- 0.58, N = 3SE +/- 0.43, N = 3SE +/- 0.32, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 377.4168.1967.3663.3568.7881.3661.8274.6394.4568.9161.3275.9169.1165.6070.2876.04
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_ica2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730260K120K180K240K300K267219.32117695.94107571.9294214.8889700.82216576.26218746.20170827.8954574.80106274.0081826.24211964.48160292.321. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730213002600390052006500SE +/- 54.90, N = 4SE +/- 6.98, N = 3SE +/- 46.76, N = 4SE +/- 148.86, N = 12SE +/- 4.92, N = 3SE +/- 6.21, N = 3SE +/- 8.86, N = 3SE +/- 124.07, N = 12SE +/- 2.84, N = 3SE +/- 8.01, N = 3SE +/- 0.84, N = 3SE +/- 1.65, N = 3SE +/- 0.35, N = 3SE +/- 24.68, N = 3SE +/- 1.03, N = 3SE +/- 0.27, N = 33780.591966.613283.386284.651635.781571.492094.533969.603144.702370.041189.981729.941154.184556.783268.212378.651. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s Per Dollar, More Is BetterNAS Parallel Benchmarks 3.4Performance / Cost - Test / Class: EP.D2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.32490.64980.97471.29961.62451.0951.1391.0461.3571.4441.3681.3580.9561.3371.2360.9751.0841.1281. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Stockfish

This is a test of Stockfish, an advanced C++11 chess benchmark that can scale up to 128 CPU cores. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 9Total Time2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230M60M90M120M150MSE +/- 316618.77, N = 3SE +/- 184471.68, N = 3SE +/- 829358.84, N = 3SE +/- 902995.35, N = 3SE +/- 188043.56, N = 3SE +/- 406404.40, N = 3SE +/- 324752.06, N = 3SE +/- 956232.23, N = 3SE +/- 553774.93, N = 3SE +/- 544138.70, N = 3SE +/- 104295.87, N = 3SE +/- 395109.47, N = 3SE +/- 140703.23, N = 3SE +/- 1157750.62, N = 3SE +/- 431768.56, N = 3SE +/- 629934.99, N = 374235829381673266289131211971579532424332311745763977629275203729605696967551454341894070563291953728806513097571497354985761863631. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
OpenBenchmarking.orgNodes Per Second Per Dollar, More Is BetterStockfish 9Performance / Cost - Total Time2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730210K20K30K40K50K21505.1722113.1720731.6726921.0527413.0225914.4526152.7230461.7047071.9940235.1431493.3032279.5036141.541. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgKsamples, More Is BetterChaos Group V-RAY 4.10.07Mode: CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730214K28K42K56K70KSE +/- 178.87, N = 3SE +/- 50.25, N = 3SE +/- 306.00, N = 3SE +/- 474.70, N = 3SE +/- 69.72, N = 3SE +/- 34.43, N = 3SE +/- 58.00, N = 3SE +/- 369.19, N = 3SE +/- 223.28, N = 3SE +/- 424.01, N = 3SE +/- 202.49, N = 3SE +/- 369.92, N = 3SE +/- 62.58, N = 3SE +/- 123.21, N = 3SE +/- 454.07, N = 3SE +/- 567.95, N = 340270218863471064331169811710522074347492759237534235772934420817595294786635690
OpenBenchmarking.orgKsamples Per Dollar, More Is BetterChaos Group V-RAY 4.10.07Performance / Cost - Mode: CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730261218243011.6712.6810.8614.7715.2111.9711.9115.1426.4920.9617.5815.8716.931. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkVdbVolume2 x EPYC 72522 x EPYC 73522 x EPYC 73023M6M9M12M15MSE +/- 14948.29, N = 3SE +/- 12651.06, N = 3SE +/- 25872.58, N = 312534605.6715225641.6015452697.93MIN: 580757 / MAX: 52932960MIN: 644487 / MAX: 76303872MIN: 565360 / MAX: 74697480
OpenBenchmarking.orgItems / Sec Per Dollar, More Is BetterOpenVKL 0.9Performance / Cost - Benchmark: vklBenchmarkVdbVolume2 x EPYC 72522 x EPYC 73522 x EPYC 73022K4K6K8K10K10586.665048.297330.501. 2 x EPYC 7252: $1184 reported cost.2. 2 x EPYC 7352: $3016 reported cost.3. 2 x EPYC 7302: $2108 reported cost.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 0.9Benchmark: vklBenchmarkStructuredVolume2 x EPYC 72522 x EPYC 73522 x EPYC 730215M30M45M60M75MSE +/- 810709.61, N = 3SE +/- 326427.49, N = 3SE +/- 347341.67, N = 356107542.7970983017.0372351924.68MIN: 735013 / MAX: 453888288MIN: 751305 / MAX: 684373680MIN: 666521 / MAX: 710978184
OpenBenchmarking.orgItems / Sec Per Dollar, More Is BetterOpenVKL 0.9Performance / Cost - Benchmark: vklBenchmarkStructuredVolume2 x EPYC 72522 x EPYC 73522 x EPYC 730210K20K30K40K50K47388.1323535.4834322.551. 2 x EPYC 7252: $1184 reported cost.2. 2 x EPYC 7352: $3016 reported cost.3. 2 x EPYC 7302: $2108 reported cost.

LuxCoreRender

LuxCoreRender is an open-source physically based renderer. This test profile is focused on running LuxCoreRender on the CPU as opposed to the OpenCL version. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.3Scene: DLSC2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.0120, N = 3SE +/- 0.0243, N = 3SE +/- 0.0032, N = 3SE +/- 0.0948, N = 3SE +/- 0.0034, N = 3SE +/- 0.0165, N = 3SE +/- 0.0145, N = 3SE +/- 0.0036, N = 3SE +/- 0.0265, N = 3SE +/- 0.0713, N = 3SE +/- 0.0378, N = 3SE +/- 0.0169, N = 3SE +/- 0.0177, N = 3SE +/- 0.0279, N = 3SE +/- 0.0520, N = 3SE +/- 0.0183, N = 34.44002.32003.79007.19001.74001.77002.35004.51833.43004.55002.67003.59002.62008.35006.04005.0300MIN: 4.34 / MAX: 4.63MIN: 2.2 / MAX: 2.43MIN: 3.65 / MAX: 3.94MIN: 6.83 / MAX: 7.6MIN: 1.67 / MAX: 1.79MIN: 1.68 / MAX: 1.85MIN: 2.24 / MAX: 2.46MIN: 4.4 / MAX: 4.76MIN: 3.33 / MAX: 3.63MIN: 4.36 / MAX: 5MIN: 2.51 / MAX: 2.83MIN: 3.48 / MAX: 3.74MIN: 2.5 / MAX: 2.74MIN: 8.19 / MAX: 9.1MIN: 5.88 / MAX: 6.37MIN: 4.93 / MAX: 5.3
OpenBenchmarking.orgM samples/sec Per Dollar, More Is BetterLuxCoreRender 2.3Performance / Cost - Scene: DLSC2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00070.00140.00210.00280.00350.0010.0010.0010.0020.0020.0020.0010.0020.0030.0030.0020.0020.0021. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: MD52 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73022M4M6M8M10MSE +/- 9643.65, N = 3SE +/- 6806.86, N = 3SE +/- 14468.36, N = 3SE +/- 67263.16, N = 3SE +/- 8171.77, N = 3SE +/- 1452.97, N = 3SE +/- 11015.14, N = 3SE +/- 17032.65, N = 3SE +/- 4509.25, N = 3SE +/- 1527.53, N = 3SE +/- 577.35, N = 3SE +/- 4409.59, N = 3SE +/- 881.92, N = 3SE +/- 7371.11, N = 3SE +/- 7234.18, N = 3SE +/- 2333.33, N = 34821000250600040900007880000191266718933332583000497766737640002674000152700021626671496667501100036680002946667-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S Per Dollar, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance / Cost - Test: MD52 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73024008001200160020001396.581451.911222.931635.001780.151715.251625.221078.661715.731544.761264.081216.181397.851. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Himeno Benchmark

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure Solver2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73028001600240032004000SE +/- 5.10, N = 3SE +/- 1.90, N = 3SE +/- 4.11, N = 3SE +/- 5.39, N = 3SE +/- 1.15, N = 3SE +/- 1.23, N = 3SE +/- 1.26, N = 3SE +/- 0.77, N = 3SE +/- 1.18, N = 3SE +/- 22.45, N = 3SE +/- 52.95, N = 3SE +/- 45.15, N = 3SE +/- 48.24, N = 4SE +/- 16.97, N = 3SE +/- 40.64, N = 3SE +/- 11.23, N = 33404.693398.403510.213514.603405.042823.603401.163410.382817.673883.483852.933643.553705.353783.183647.333774.881. (CC) gcc options: -O3 -mavx2
OpenBenchmarking.orgMFLOPS Per Dollar, More Is BetterHimeno Benchmark 3.0Performance / Cost - Poisson Pressure Solver2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.9741.9482.9223.8964.870.9861.9692.1772.4382.3441.1751.2171.5674.3292.6033.1301.2091.7911. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230K60K90K120K150KSE +/- 42.06, N = 3SE +/- 44.99, N = 3SE +/- 52.95, N = 3SE +/- 78.84, N = 3SE +/- 54.74, N = 3SE +/- 4.15, N = 3SE +/- 27.55, N = 3SE +/- 86.40, N = 3SE +/- 124.40, N = 3SE +/- 332.31, N = 3SE +/- 135.04, N = 3SE +/- 224.29, N = 3SE +/- 56.64, N = 3SE +/- 1659.34, N = 12SE +/- 382.10, N = 3SE +/- 683.85, N = 3100761.2950787.7971842.34136046.5348617.0546389.7956576.1277470.6765509.9860515.8650117.8951917.5751383.4486163.0076616.9975121.591. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s Per Dollar, More Is BetterNAS Parallel Benchmarks 3.4Performance / Cost - Test / Class: BT.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302132639526529.1929.4331.0940.0638.9926.7028.2924.4156.3137.0843.4025.4035.641. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.13ATPase Simulation - 327,506 Atoms2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73020.34140.68281.02421.36561.707SE +/- 0.00612, N = 3SE +/- 0.00122, N = 3SE +/- 0.00060, N = 3SE +/- 0.00133, N = 3SE +/- 0.00100, N = 3SE +/- 0.00193, N = 3SE +/- 0.00117, N = 3SE +/- 0.00104, N = 3SE +/- 0.00193, N = 3SE +/- 0.00023, N = 3SE +/- 0.00090, N = 3SE +/- 0.00127, N = 3SE +/- 0.00041, N = 3SE +/- 0.00053, N = 3SE +/- 0.00057, N = 3SE +/- 0.00004, N = 30.603331.157450.707090.362261.511681.517211.135860.582370.769820.738731.265370.906741.287900.398930.540380.66024
OpenBenchmarking.orgdays/ns x Dollar, Fewer Is BetterNAMD 2.13Performance / Cost - ATPase Simulation - 327,506 Atoms2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730250010001500200025002082.701997.762364.271756.931648.131690.041782.901831.311126.181269.441524.871629.791391.791. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021224364860SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 332.3317.8029.2151.7913.8513.8817.4231.3125.5031.4617.0720.7313.9947.1135.2127.47MIN: 31.97 / MAX: 32.83MIN: 17.67 / MAX: 17.93MIN: 28.89 / MAX: 29.61MIN: 50.62 / MAX: 53.17MIN: 13.79 / MAX: 13.97MIN: 13.82 / MAX: 13.97MIN: 17.34 / MAX: 17.59MIN: 31.07 / MAX: 31.76MIN: 25.3 / MAX: 25.83MIN: 31.27 / MAX: 31.96MIN: 16.97 / MAX: 17.25MIN: 20.37 / MAX: 21.05MIN: 13.91 / MAX: 14.18MIN: 46.48 / MAX: 48.23MIN: 34.72 / MAX: 36.08MIN: 27.26 / MAX: 27.87
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer - Model: Asian Dragon Obj2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00430.00860.01290.01720.02150.0090.0100.0090.0120.0120.0110.0110.0130.0190.0150.0120.0120.0131. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021326395265SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 337.1520.3433.0558.6916.7713.4919.3234.8025.0730.1216.4319.8913.4545.1333.6926.41MIN: 36.74 / MAX: 37.69MIN: 20.23 / MAX: 20.53MIN: 32.72 / MAX: 33.4MIN: 56.97 / MAX: 60.91MIN: 16.69 / MAX: 16.88MIN: 13.43 / MAX: 13.59MIN: 19.25 / MAX: 19.46MIN: 34.51 / MAX: 35.32MIN: 24.86 / MAX: 25.34MIN: 29.91 / MAX: 30.7MIN: 16.33 / MAX: 16.6MIN: 19.72 / MAX: 20.14MIN: 13.14 / MAX: 13.62MIN: 44.54 / MAX: 46.54MIN: 33.22 / MAX: 34.67MIN: 26.19 / MAX: 26.82
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00410.00820.01230.01640.02050.0110.0120.0110.0120.0130.0120.0110.0120.0180.0140.0110.0110.0131. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730250100150200250SE +/- 0.58, N = 3167168164164167204168167204203208212215210216208
OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: regex_compile2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302140K280K420K560K700K576484.00289968.00261188.00236232.00243768.00484634.00472464.00503237.00185120.00296800.00254560.00651456.00438464.001. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Mlpack Benchmark

Mlpack benchmark scripts for machine learning libraries Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMlpack BenchmarkBenchmark: scikit_svm2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302510152025SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.23, N = 15SE +/- 0.01, N = 3SE +/- 0.20, N = 3SE +/- 0.32, N = 15SE +/- 0.24, N = 1517.9217.8217.1917.1917.9820.8917.9217.7721.0914.7615.0516.1715.5217.2316.5015.83
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterMlpack BenchmarkPerformance / Cost - Benchmark: scikit_svm2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730213K26K39K52K65K61859.8430757.3228120.7224190.6226001.9251568.5448844.4436590.0413394.5022638.0018375.6849764.0033369.641. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 1.9.0-jumbo-1Test: Blowfish2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220K40K60K80K100KSE +/- 12.50, N = 3SE +/- 77.98, N = 3SE +/- 99.39, N = 3SE +/- 700.53, N = 3SE +/- 6.03, N = 3SE +/- 24.29, N = 3SE +/- 60.93, N = 3SE +/- 111.31, N = 3SE +/- 91.33, N = 3SE +/- 5.00, N = 3SE +/- 3.33, N = 3SE +/- 3.67, N = 3SE +/- 102.01, N = 3SE +/- 109.22, N = 3SE +/- 241.14, N = 3SE +/- 1707.81, N = 1251324255474286484084214032042427126534854102143593223173239321499837376014641886-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -m64 -lssl -lcrypto -fopenmp -pthread -lm -lz -ldl -lcrypt -lbz2
OpenBenchmarking.orgReal C/S Per Dollar, More Is BetterJohn The Ripper 1.9.0-jumbo-1Performance / Cost - Test: Blowfish2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730261218243014.8714.8013.6917.6418.7018.4317.7117.5925.0823.1418.1619.9419.871. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x EPYC 73522 x EPYC 7302816243240SE +/- 0.02, N = 3SE +/- 0.10, N = 334.2427.40MIN: 33.73 / MAX: 35.36MIN: 26.52 / MAX: 28.1
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon Obj2 x EPYC 73522 x EPYC 73020.00290.00580.00870.01160.01450.0110.0131. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon Obj2 x EPYC 73522 x EPYC 7302816243240SE +/- 0.07, N = 3SE +/- 0.04, N = 336.1428.63MIN: 35.55 / MAX: 37.25MIN: 28.35 / MAX: 29.22
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer - Model: Asian Dragon Obj2 x EPYC 73522 x EPYC 73020.00320.00640.00960.01280.0160.0120.0141. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

Basis Universal

Basis Universal is a GPU texture codoec. This test times how long it takes to convert sRGB PNGs into Basis Univeral assets with various settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBasis Universal 1.12Settings: UASTC Level 32 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021326395265SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 327.9846.7130.6919.8955.2158.2544.9427.2334.6325.1439.4830.1340.8717.3421.0624.021. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBasis Universal 1.12Performance / Cost - Settings: UASTC Level 32 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730220K40K60K80K100K96590.4180618.0186346.8867448.8765212.2979009.8580207.7162327.0235140.7642180.6048385.3463510.9350636.271. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_template2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021428425670SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.31, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.15, N = 3SE +/- 0.42, N = 347.347.146.245.947.257.547.347.157.559.359.962.662.460.863.459.8
OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: django_template2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730240K80K120K160K200K163279.6081294.6073820.8066585.0068632.30136684.20133170.00147004.7053311.0087640.0073881.60191214.40126058.401. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080p2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.019, N = 3SE +/- 0.014, N = 3SE +/- 0.032, N = 3SE +/- 0.064, N = 3SE +/- 0.003, N = 3SE +/- 0.021, N = 3SE +/- 0.018, N = 3SE +/- 0.009, N = 3SE +/- 0.010, N = 3SE +/- 0.081, N = 3SE +/- 0.061, N = 3SE +/- 0.038, N = 15SE +/- 0.044, N = 3SE +/- 0.065, N = 3SE +/- 0.090, N = 3SE +/- 0.056, N = 155.3024.2856.0307.0333.3393.3094.3405.4314.2164.9843.5434.1783.4486.6885.6534.7191. (CXX) g++ options: -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterSVT-AV1 0.8Performance / Cost - Encoder Mode: Enc Mode 4 - Input: 1080p2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00090.00180.00270.00360.00450.0020.0020.0020.0030.0030.0020.0020.0020.0040.0030.0030.0020.0021. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230K60K90K120K150KSE +/- 135.16, N = 3SE +/- 45.25, N = 3SE +/- 82.95, N = 3SE +/- 188.25, N = 3SE +/- 41.33, N = 3SE +/- 38.08, N = 3SE +/- 30.22, N = 3SE +/- 50.65, N = 3SE +/- 91.80, N = 3SE +/- 396.14, N = 3SE +/- 420.26, N = 3SE +/- 111.79, N = 3SE +/- 745.23, N = 3SE +/- 2358.57, N = 15SE +/- 411.58, N = 3SE +/- 1376.97, N = 4108883.4056744.8774255.67140090.3248143.4946723.0158594.50106268.3385606.5373641.9858479.5977169.3260944.50156257.79112998.0198171.951. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s Per Dollar, More Is BetterNAS Parallel Benchmarks 3.4Performance / Cost - Test / Class: LU.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302153045607531.5432.8830.7840.3540.3836.6236.9629.7165.7155.1251.4737.4746.571. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OSPray

Intel OSPray is a portable ray-tracing engine for high-performance, high-fidenlity scientific visualizations. OSPray builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730220406080100SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 13SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.82, N = 4SE +/- 0.18, N = 1255.5628.5750.0090.9123.2618.1829.4155.5634.4850.0029.4135.7124.3976.9256.3747.44MIN: 24.39MIN: 26.32 / MAX: 29.41MIN: 43.48MIN: 29.41MIN: 22.73 / MAX: 23.81MIN: 17.86 / MAX: 18.52MIN: 26.32MIN: 19.23MIN: 18.87 / MAX: 35.71MIN: 45.45 / MAX: 52.63MIN: 27.78MIN: 16.95 / MAX: 37.04MIN: 13.89 / MAX: 25.64MIN: 18.87 / MAX: 83.33MIN: 18.18 / MAX: 62.5MIN: 19.23 / MAX: 50
OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: NASA Streamlines - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00740.01480.02220.02960.0370.0160.0170.0150.0160.0200.0190.0150.0200.0330.0260.0210.0190.0231. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OpenBenchmarking.orgFPS, More Is BetterOSPray 1.8.5Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021632486480SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.60, N = 3SE +/- 0.00, N = 12SE +/- 0.00, N = 15SE +/- 0.08, N = 4SE +/- 0.16, N = 4SE +/- 0.00, N = 3SE +/- 0.27, N = 4SE +/- 0.00, N = 15SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.00, N = 12SE +/- 0.26, N = 3SE +/- 0.00, N = 1247.6227.0342.8771.4322.2217.9425.4845.4532.5325.6414.0816.3911.2438.4628.3121.74MIN: 16.67 / MAX: 50MIN: 24.39MIN: 38.46 / MAX: 43.48MIN: 15.87 / MAX: 76.92MIN: 21.28MIN: 16.95 / MAX: 18.18MIN: 24.39 / MAX: 25.64MIN: 20MIN: 14.93 / MAX: 33.33MIN: 25 / MAX: 26.32MIN: 13.7 / MAX: 14.29MIN: 9.62 / MAX: 16.95MIN: 8.4 / MAX: 11.49MIN: 10.87 / MAX: 41.67MIN: 10.87 / MAX: 29.41MIN: 10.42 / MAX: 22.22
OpenBenchmarking.orgFPS Per Dollar, More Is BetterOSPray 1.8.5Performance / Cost - Demo: Magnetic Reconnection - Renderer: SciVis2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00410.00820.01230.01640.02050.0140.0160.0140.0150.0180.0160.0140.0100.0160.0120.0090.0090.0101. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

This is a test of the Intel MKL-DNN (DNNL / Deep Neural Network Library) as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021.19492.38983.58474.77965.9745SE +/- 0.00174, N = 3SE +/- 0.00527, N = 3SE +/- 0.00157, N = 3SE +/- 0.00318, N = 3SE +/- 0.00570, N = 3SE +/- 0.01140, N = 3SE +/- 0.00272, N = 3SE +/- 0.00475, N = 3SE +/- 0.00576, N = 3SE +/- 0.00678, N = 3SE +/- 0.00470, N = 3SE +/- 0.04126, N = 3SE +/- 0.01731, N = 3SE +/- 0.03396, N = 3SE +/- 0.02629, N = 15SE +/- 0.03206, N = 152.126803.364321.462321.240293.994885.310872.231261.497243.065902.497773.886623.492144.074012.388432.769452.70701MIN: 2.06MIN: 3.3MIN: 1.44MIN: 1.17MIN: 3.95MIN: 5.16MIN: 2.17MIN: 1.43MIN: 2.99MIN: 2.39MIN: 3.68MIN: 3.08MIN: 3.83MIN: 1.99MIN: 2.22MIN: 2.251. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Deconvolution Batch deconv_1d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73022K4K6K8K10K7341.715806.826247.996149.993237.564344.997100.626191.973459.094889.004823.638352.665706.381. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Water Caustic2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302714212835SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.28, N = 6SE +/- 0.35, N = 4SE +/- 0.03, N = 323.3425.0122.0221.5925.9628.9024.0923.1927.3923.0926.0626.4228.5124.4025.3624.62-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTungsten Renderer 0.2.2Performance / Cost - Scene: Water Caustic2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730220K40K60K80K100K80558.2943163.8140606.9133463.7734950.8267302.0263446.3657246.0623195.5436983.2433753.8376482.4451891.161. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Crown2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021122334455SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 329.5216.0526.2845.6112.3912.4315.9928.9623.2730.1416.9621.6214.7050.3237.4629.22MIN: 29.05 / MAX: 30.15MIN: 15.89 / MAX: 16.22MIN: 25.64 / MAX: 26.64MIN: 44.2 / MAX: 47.35MIN: 12.32 / MAX: 12.5MIN: 12.35 / MAX: 12.55MIN: 15.9 / MAX: 16.17MIN: 28.49 / MAX: 29.56MIN: 23 / MAX: 23.64MIN: 29.74 / MAX: 31.03MIN: 16.81 / MAX: 17.23MIN: 21.28 / MAX: 22.21MIN: 14.56 / MAX: 15.02MIN: 49.47 / MAX: 51.96MIN: 36.72 / MAX: 38.65MIN: 28.86 / MAX: 29.79
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer - Model: Crown2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00430.00860.01290.01720.02150.0090.0090.0080.0110.0110.0100.0100.0120.0190.0150.0120.0120.0141. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Crown2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021224364860SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 333.4517.6628.7753.2314.4211.3816.8131.7321.7528.8316.1320.5713.9647.8935.6227.75MIN: 32.87 / MAX: 34.13MIN: 17.5 / MAX: 17.85MIN: 28.26 / MAX: 29.24MIN: 51.36 / MAX: 55.83MIN: 14.3 / MAX: 14.63MIN: 11.32 / MAX: 11.49MIN: 16.67 / MAX: 17MIN: 31.27 / MAX: 32.36MIN: 21.43 / MAX: 22.13MIN: 28.5 / MAX: 29.62MIN: 16 / MAX: 16.42MIN: 20.24 / MAX: 21.16MIN: 13.81 / MAX: 14.32MIN: 47 / MAX: 49.42MIN: 34.41 / MAX: 36.76MIN: 27.34 / MAX: 28.39
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer ISPC - Model: Crown2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00410.00820.01230.01640.02050.0100.0100.0090.0100.0120.0110.0090.0120.0180.0150.0120.0120.0131. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

This is a test of the Intel MKL-DNN (DNNL / Deep Neural Network Library) as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: IP Batch 1D - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021.16252.3253.48754.655.8125SE +/- 0.02205, N = 15SE +/- 0.01148, N = 3SE +/- 0.01072, N = 3SE +/- 0.01437, N = 15SE +/- 0.02145, N = 3SE +/- 0.01398, N = 3SE +/- 0.00644, N = 3SE +/- 0.01296, N = 3SE +/- 0.01245, N = 3SE +/- 0.00693, N = 3SE +/- 0.01025, N = 3SE +/- 0.04032, N = 5SE +/- 0.05038, N = 3SE +/- 0.02065, N = 15SE +/- 0.01718, N = 3SE +/- 0.00493, N = 32.230094.499852.394511.639864.756965.166584.413662.189752.666992.571603.651293.066063.780302.273572.526512.47718MIN: 1.82MIN: 4.19MIN: 2.28MIN: 1.39MIN: 4.33MIN: 4.71MIN: 3.68MIN: 1.86MIN: 2.31MIN: 2.39MIN: 3.49MIN: 2.55MIN: 3.45MIN: 1.6MIN: 1.94MIN: 21. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: IP Batch 1D - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302170034005100680085007698.277766.747439.895982.906404.226354.666176.756375.003249.654292.484475.887619.955221.901. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

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 Times2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730230060090012001500SE +/- 1.45, N = 3SE +/- 12.17, N = 3SE +/- 1.15, N = 3SE +/- 1.00, N = 3SE +/- 0.58, N = 3SE +/- 3.06, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 7.33, N = 3SE +/- 2.52, N = 3SE +/- 7.77, N = 3SE +/- 2.33, N = 3SE +/- 2.96, N = 3SE +/- 1.73, N = 31100111410761073110113421103110413431155117312161208117012301167
OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyBench 2018-02-16Performance / Cost - Total For Average Test Times2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302800K1600K2400K3200K4000K3797200.001922764.001721964.001554036.001600453.003203808.003110388.002863245.001043970.001702400.001430272.003709680.002460036.001. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: float2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3113114109109114137115113137137139144144139146139
OpenBenchmarking.orgMilliseconds x Dollar, Fewer Is BetterPyPerformance 1.0.0Performance / Cost - Benchmark: float2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730290K180K270K360K450K390076.00196764.00178296.00158646.00166865.00327926.00317292.00339623.00123710.00201600.00170496.00440336.00293012.001. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer - Model: Asian Dragon2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021326395265SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.27, N = 3SE +/- 0.00, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 3SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 335.8819.6132.2557.4915.3115.2819.3534.6928.2034.5518.9422.8615.5952.2939.4030.41MIN: 35.51 / MAX: 36.33MIN: 19.5 / MAX: 19.79MIN: 32 / MAX: 32.54MIN: 55.98 / MAX: 58.87MIN: 15.25 / MAX: 15.4MIN: 15.18 / MAX: 15.39MIN: 19.28 / MAX: 19.48MIN: 34.44 / MAX: 35.19MIN: 27.97 / MAX: 28.53MIN: 33.82 / MAX: 35.38MIN: 18.83 / MAX: 19.14MIN: 22.24 / MAX: 23.34MIN: 15.52 / MAX: 15.76MIN: 50.09 / MAX: 53.71MIN: 38.87 / MAX: 40.63MIN: 29.63 / MAX: 30.96
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer - Model: Asian Dragon2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00470.00940.01410.01880.02350.0100.0110.0100.0130.0130.0120.0120.0140.0210.0160.0130.0130.0141. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

This is a test of the Intel MKL-DNN (DNNL / Deep Neural Network Library) as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730216003200480064008000SE +/- 3.26, N = 3SE +/- 5.71, N = 3SE +/- 2.14, N = 3SE +/- 5.70, N = 3SE +/- 2.58, N = 3SE +/- 0.67, N = 3SE +/- 5.07, N = 3SE +/- 2.41, N = 3SE +/- 2.28, N = 3SE +/- 12.08, N = 3SE +/- 1.31, N = 3SE +/- 0.46, N = 3SE +/- 0.61, N = 3SE +/- 1.59, N = 3SE +/- 0.31, N = 3SE +/- 2.02, N = 33112.366072.573716.981893.727189.037457.865864.262987.083849.132960.075477.953797.045653.281532.782128.062742.54MIN: 3107.3MIN: 6048.56MIN: 3705.72MIN: 1871.79MIN: 7180.23MIN: 7454.84MIN: 5830.88MIN: 2977.12MIN: 3842.7MIN: 2928.91MIN: 5468.42MIN: 3795.22MIN: 5647.37MIN: 1522.65MIN: 2124.9MIN: 2732.661. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Deconvolution Batch deconv_3d - Data Type: u8s8f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73022M4M6M8M10M10743866.7210481255.8211243642.928636201.888509041.268668506.168914585.087338013.534875375.505315856.006693483.526418228.965781274.321. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.6.1Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021530456075SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 343.1023.6038.3168.4219.4315.5922.4640.4328.9734.6318.9723.0215.4851.9738.9530.52MIN: 42.68 / MAX: 43.7MIN: 23.45 / MAX: 23.8MIN: 37.87 / MAX: 38.72MIN: 66.22 / MAX: 70.39MIN: 19.37 / MAX: 19.6MIN: 15.54 / MAX: 15.7MIN: 22.38 / MAX: 22.62MIN: 40.04 / MAX: 41.18MIN: 28.72 / MAX: 29.29MIN: 34.39 / MAX: 35.22MIN: 18.87 / MAX: 19.16MIN: 22.85 / MAX: 23.35MIN: 15.06 / MAX: 15.78MIN: 51.28 / MAX: 53.24MIN: 38.41 / MAX: 40.05MIN: 30.27 / MAX: 31.01
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.6.1Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00470.00940.01410.01880.02350.0120.0140.0120.0130.0150.0140.0130.0140.0210.0160.0130.0130.0141. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

This is a test of the Intel MKL-DNN (DNNL / Deep Neural Network Library) as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730290180270360450SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.95, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 1.22, N = 3SE +/- 0.18, N = 3SE +/- 1.78, N = 3SE +/- 0.26, N = 3SE +/- 0.78, N = 15SE +/- 0.98, N = 3SE +/- 1.68, N = 3122.76244.7594.1949.84298.30395.44155.3781.14197.91137.11233.05179.77237.9078.13110.19130.28MIN: 121.68MIN: 242.31MIN: 93.73MIN: 48.76MIN: 297.84MIN: 390.56MIN: 154.79MIN: 79.72MIN: 195.97MIN: 132.8MIN: 230.71MIN: 173.07MIN: 230.85MIN: 70.6MIN: 103.89MIN: 123.861. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Convolution Batch conv_alexnet - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302100K200K300K400K500K423770.97422429.87466541.20457920.68225438.97235468.28458368.82339885.77207410.94251673.80281675.97332345.10274621.811. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 4K2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730260120180240300SE +/- 0.84, N = 3SE +/- 0.78, N = 3SE +/- 1.15, N = 3SE +/- 3.68, N = 3SE +/- 0.30, N = 3SE +/- 0.15, N = 3SE +/- 1.20, N = 3SE +/- 1.66, N = 3SE +/- 1.81, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.49, N = 3SE +/- 1.32, N = 3SE +/- 0.59, N = 3SE +/- 0.42, N = 3177.89160.59199.08221.31136.86132.46170.07203.10159.60260.52196.28223.20169.42296.06261.12240.37MIN: 103.41 / MAX: 190.93MIN: 110.85 / MAX: 181MIN: 121.12 / MAX: 214.69MIN: 81.4 / MAX: 247.6MIN: 107.86 / MAX: 153.94MIN: 104.21 / MAX: 150.6MIN: 115.59 / MAX: 193.75MIN: 119.16 / MAX: 222.17MIN: 100.88 / MAX: 178.21MIN: 158.5 / MAX: 277.52MIN: 145.91 / MAX: 217.23MIN: 141.07 / MAX: 243.94MIN: 127.73 / MAX: 188.86MIN: 95.29 / MAX: 338.33MIN: 115.95 / MAX: 285.13MIN: 132.01 / MAX: 259.251. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Summer Nature 4K2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.04970.09940.14910.19880.24850.0520.0930.0880.1140.1170.0700.0690.1050.2210.1590.1430.0870.1141. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Crown2 x EPYC 73522 x EPYC 7302816243240SE +/- 0.41, N = 3SE +/- 0.05, N = 336.5228.68MIN: 34.41 / MAX: 38.36MIN: 28.23 / MAX: 29.35
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer ISPC - Model: Crown2 x EPYC 73522 x EPYC 73020.00320.00640.00960.01280.0160.0120.0141. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73028001600240032004000SE +/- 3.91, N = 3SE +/- 0.37, N = 3SE +/- 25.11, N = 3SE +/- 20.06, N = 3SE +/- 0.62, N = 3SE +/- 1.52, N = 3SE +/- 4.16, N = 3SE +/- 31.78, N = 3SE +/- 0.79, N = 3SE +/- 0.91, N = 3SE +/- 0.75, N = 3SE +/- 5.49, N = 3SE +/- 0.40, N = 3SE +/- 3.17, N = 3SE +/- 6.45, N = 3SE +/- 39.91, N = 122359.131201.543432.163430.281002.09765.492137.033912.301497.75632.50385.87522.54379.38611.42477.30585.601. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgGFLOPS Per Dollar, More Is BetterArrayFire 3.7Performance / Cost - Test: BLAS CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.33140.66280.99421.32561.6570.6830.6960.6410.6611.4731.3480.6470.2550.4340.3730.3200.1580.2781. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Crown2 x EPYC 73522 x EPYC 7302918273645SE +/- 0.22, N = 3SE +/- 0.08, N = 338.4030.20MIN: 36.81 / MAX: 39.85MIN: 29.7 / MAX: 30.89
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer - Model: Crown2 x EPYC 73522 x EPYC 73020.00320.00640.00960.01280.0160.0130.0141. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer ISPC - Model: Asian Dragon2 x EPYC 73522 x EPYC 7302918273645SE +/- 0.16, N = 3SE +/- 0.07, N = 339.4430.86MIN: 38.67 / MAX: 40.9MIN: 30.51 / MAX: 31.42
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon2 x EPYC 73522 x EPYC 73020.00340.00680.01020.01360.0170.0130.0151. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. The number of iterations used is 1,000,000. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suite2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302140K280K420K560K700KSE +/- 914.97, N = 3SE +/- 862.18, N = 3SE +/- 425.09, N = 3SE +/- 884.68, N = 3SE +/- 786.96, N = 3SE +/- 1865.15, N = 3SE +/- 752.01, N = 3SE +/- 164.78, N = 3SE +/- 200.00, N = 3SE +/- 3270.88, N = 3SE +/- 1063.79, N = 3SE +/- 1171.51, N = 3SE +/- 2827.91, N = 3SE +/- 544.97, N = 3SE +/- 1441.15, N = 3SE +/- 1762.58, N = 3631283629690649164649693632455515697632431632601519964526537511353497273493624515758485243510599
OpenBenchmarking.orgScore Per Dollar, More Is BetterPHPBench 0.8.1Performance / Cost - PHP Benchmark Suite2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 7302120240360480600182.88364.83404.38445.33435.86217.99224.51212.40574.55355.20416.91160.89242.221. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 3.9.0Binary: Pathtracer - Model: Asian Dragon2 x EPYC 73522 x EPYC 7302918273645SE +/- 0.23, N = 3SE +/- 0.14, N = 340.0431.91MIN: 39.17 / MAX: 41.85MIN: 31.46 / MAX: 32.52
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterEmbree 3.9.0Performance / Cost - Binary: Pathtracer - Model: Asian Dragon2 x EPYC 73522 x EPYC 73020.00340.00680.01020.01360.0170.0130.0151. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

Tungsten Renderer

Tungsten is a C++ physically based renderer that makes use of Intel's Embree ray tracing library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTungsten Renderer 0.2.2Scene: Hair2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302612182430SE +/- 0.03810, N = 3SE +/- 0.03525, N = 3SE +/- 0.03914, N = 3SE +/- 0.11249, N = 3SE +/- 0.02235, N = 3SE +/- 0.12220, N = 3SE +/- 0.06005, N = 3SE +/- 0.05690, N = 3SE +/- 0.06619, N = 3SE +/- 0.04181, N = 3SE +/- 0.07236, N = 3SE +/- 0.03002, N = 3SE +/- 0.02795, N = 3SE +/- 0.05038, N = 3SE +/- 0.02783, N = 3SE +/- 0.03013, N = 311.0726018.9840012.686307.8270622.4866023.6129018.6129010.6653013.6031010.5802016.7079012.5601017.187706.845498.744989.88558-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-mavx512f -mavx512vl -mavx512cd -mavx512dq -mavx512bw -mno-sse4a-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw-march=znver1 -msse4a -mno-avx512f -mno-avx512vl -mno-avx512cd -mno-avx512dq -mno-avx512bw1. (CXX) g++ options: -std=c++0x -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -mfma -mbmi2 -mno-avx -mno-avx2 -mno-xop -mno-fma4 -mno-avx512pf -mno-avx512er -mno-avx512ifma -mno-avx512vbmi -fstrict-aliasing -O3 -rdynamic -lpthread -ldl
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterTungsten Renderer 0.2.2Performance / Cost - Scene: Hair2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73028K16K24K32K40K38222.6232766.3835169.0427343.7427007.3230950.7031504.7826228.3214870.0317584.1420350.2426374.8620838.801. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.6.0Video Input: Summer Nature 1080p2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302140280420560700SE +/- 3.79, N = 6SE +/- 2.31, N = 3SE +/- 0.52, N = 3SE +/- 3.74, N = 15SE +/- 1.26, N = 3SE +/- 1.97, N = 3SE +/- 0.97, N = 3SE +/- 1.84, N = 3SE +/- 4.57, N = 3SE +/- 0.35, N = 3SE +/- 0.85, N = 3SE +/- 1.73, N = 3SE +/- 0.17, N = 3SE +/- 1.70, N = 3SE +/- 1.17, N = 3SE +/- 3.06, N = 3321.84274.98323.20409.88265.46232.35307.75358.62272.55547.08435.69496.44399.17649.45566.85533.12MIN: 175.96 / MAX: 365.43MIN: 160.24 / MAX: 299.46MIN: 200.79 / MAX: 358.32MIN: 126.27 / MAX: 481.12MIN: 166.24 / MAX: 288.23MIN: 133.23 / MAX: 255.75MIN: 179.63 / MAX: 337.24MIN: 196.53 / MAX: 395.24MIN: 156.69 / MAX: 307.87MIN: 346.15 / MAX: 603.46MIN: 302.41 / MAX: 471.34MIN: 310.03 / MAX: 543.56MIN: 287.39 / MAX: 430.5MIN: 203.53 / MAX: 748.16MIN: 238.04 / MAX: 631.84MIN: 313.35 / MAX: 590.661. (CC) gcc options: -pthread
OpenBenchmarking.orgFPS Per Dollar, More Is Betterdav1d 0.6.0Performance / Cost - Video Input: Summer Nature 1080p2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.11030.22060.33090.44120.55150.0930.1590.1700.2010.2120.1240.1180.2210.4900.3550.3370.1880.2531. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021428425670SE +/- 0.099, N = 15SE +/- 0.094, N = 3SE +/- 0.067, N = 3SE +/- 0.086, N = 6SE +/- 0.069, N = 9SE +/- 0.047, N = 3SE +/- 0.026, N = 3SE +/- 0.072, N = 15SE +/- 0.372, N = 15SE +/- 0.328, N = 10SE +/- 0.274, N = 3SE +/- 0.610, N = 3SE +/- 2.480, N = 15SE +/- 0.301, N = 9SE +/- 0.448, N = 3SE +/- 0.896, N = 39.8986.4094.1157.4817.0427.8196.4517.15516.92035.66036.30061.27054.53031.82041.15061.0001. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgms x Dollar, Fewer Is BetterArrayFire 3.7Performance / Cost - Test: Conjugate Gradient CPU2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 730230K60K90K120K150K34167.9011061.9311013.699054.409360.4020763.8139186.7288401.1432307.0085778.0064563.52124108.40128588.001. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080p2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73021632486480SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.67, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.25, N = 3SE +/- 0.11, N = 3SE +/- 0.47, N = 3SE +/- 0.46, N = 3SE +/- 0.49, N = 3SE +/- 0.30, N = 3SE +/- 0.87, N = 3SE +/- 0.53, N = 3SE +/- 0.19, N = 349.2133.0951.9256.9827.1926.4634.6451.7140.5546.9030.7443.4528.8474.0548.8447.351. (CXX) g++ options: -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second Per Dollar, More Is BetterSVT-AV1 0.8Performance / Cost - Encoder Mode: Enc Mode 8 - Input: 1080p2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00790.01580.02370.03160.03950.0140.0190.0170.0230.0240.0180.0180.0190.0350.0310.0240.0160.0221. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.0.0Scene: Memorial2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302816243240SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.36, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 15SE +/- 0.17, N = 15SE +/- 0.04, N = 3SE +/- 0.28, N = 15SE +/- 0.06, N = 3SE +/- 0.11, N = 327.9718.4131.1034.4915.8012.8522.0133.0620.4315.0910.5612.608.6924.8419.8015.98
OpenBenchmarking.orgImages / Sec Per Dollar, More Is BetterIntel Open Image Denoise 1.0.0Performance / Cost - Scene: Memorial2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00340.00680.01020.01360.0170.0080.0110.0100.0110.0150.0110.0090.0060.0120.0090.0070.0070.0081. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

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 0.22.12 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73023691215SE +/- 0.024, N = 3SE +/- 0.034, N = 3SE +/- 0.042, N = 3SE +/- 0.122, N = 3SE +/- 0.041, N = 3SE +/- 0.028, N = 3SE +/- 0.029, N = 3SE +/- 0.055, N = 3SE +/- 0.035, N = 3SE +/- 0.011, N = 3SE +/- 0.010, N = 3SE +/- 0.095, N = 3SE +/- 0.028, N = 3SE +/- 0.048, N = 3SE +/- 0.136, N = 6SE +/- 0.027, N = 310.45810.1129.1279.39210.28612.0309.92410.44912.54910.61810.81911.49611.22410.91311.53111.053
OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterScikit-Learn 0.22.1Performance / Cost -2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73028K16K24K32K40K36101.0217453.3116087.3013930.7414399.7230323.0029063.4826322.029628.9116094.4013289.2234777.5023299.721. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Intel Open Image Denoise

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.2.0Scene: Memorial2 x EPYC 73522 x EPYC 7302510152025SE +/- 0.06, N = 3SE +/- 0.15, N = 321.3517.26
OpenBenchmarking.orgImages / Sec Per Dollar, More Is BetterIntel Open Image Denoise 1.2.0Performance / Cost - Scene: Memorial2 x EPYC 73522 x EPYC 73020.00180.00360.00540.00720.0090.0070.0081. 2 x EPYC 7352: $3016 reported cost.2. 2 x EPYC 7302: $2108 reported cost.

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Model: Rhodopsin Protein2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302612182430SE +/- 0.046, N = 3SE +/- 0.018, N = 3SE +/- 0.192, N = 3SE +/- 0.251, N = 14SE +/- 0.006, N = 3SE +/- 0.021, N = 3SE +/- 0.024, N = 3SE +/- 0.055, N = 3SE +/- 0.014, N = 3SE +/- 0.123, N = 3SE +/- 0.092, N = 3SE +/- 0.241, N = 15SE +/- 0.041, N = 3SE +/- 0.178, N = 12SE +/- 0.101, N = 15SE +/- 0.053, N = 317.3789.53515.31424.7888.1587.81010.32518.15014.1618.6966.5476.6686.0946.3366.7828.282-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz-lpng -lz1. (CXX) g++ options: -O3 -rdynamic -lfftw3 -lm
OpenBenchmarking.orgns/day Per Dollar, More Is BetterLAMMPS Molecular Dynamics Simulator 9Jan2020Performance / Cost - Model: Rhodopsin Protein2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.00160.00320.00480.00640.0080.0050.0060.0050.0070.0070.0060.0060.0040.0070.0050.0050.0020.0041. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730213002600390052006500SE +/- 32.92, N = 3SE +/- 2.92, N = 3SE +/- 44.67, N = 3SE +/- 88.25, N = 3SE +/- 2.61, N = 3SE +/- 19.04, N = 5SE +/- 34.91, N = 3SE +/- 38.41, N = 3SE +/- 38.56, N = 4SE +/- 4.94, N = 3SE +/- 0.15, N = 3SE +/- 0.94, N = 3SE +/- 0.29, N = 3SE +/- 56.51, N = 3SE +/- 27.30, N = 3SE +/- 0.96, N = 33768.661863.153194.186104.941621.481545.502044.244005.262984.022361.481187.921720.661152.674500.113111.252362.431. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3rc4
OpenBenchmarking.orgTotal Mop/s Per Dollar, More Is BetterNAS Parallel Benchmarks 3.4Performance / Cost - Test / Class: EP.C2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.3170.6340.9511.2681.5851.0921.0791.0371.3351.4091.3801.2880.9531.3351.2290.9741.0321.1211. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Nettle

GNU Nettle is a low-level cryptographic library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: aes2562 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 730214002800420056007000SE +/- 2.26, N = 3SE +/- 2.03, N = 3SE +/- 7.98, N = 3SE +/- 3.29, N = 3SE +/- 1.48, N = 3SE +/- 11.26, N = 3SE +/- 6.01, N = 3SE +/- 8.42, N = 3SE +/- 1.63, N = 3SE +/- 1.59, N = 3SE +/- 2.23, N = 3SE +/- 1.21, N = 3SE +/- 2.64, N = 3SE +/- 3.15, N = 3SE +/- 0.92, N = 3SE +/- 0.88, N = 36159.216133.916313.166320.006164.795024.396161.426157.495061.604727.654634.444513.844513.434652.834445.944657.48-lgmp - MIN: 4154.94 / MAX: 10200.04-lgmp - MIN: 4136.23 / MAX: 10160.8-lgmp - MIN: 4256.89 / MAX: 10467.36-lgmp - MIN: 4254.97 / MAX: 10469.4-lgmp - MIN: 4152.92 / MAX: 10208.98-lgmp - MIN: 3388.65 / MAX: 8334.48-lgmp - MIN: 4158.08 / MAX: 10213.08-lgmp - MIN: 4104.14 / MAX: 10212.45-lgmp - MIN: 3412.46 / MAX: 8379.01MIN: 3409.66 / MAX: 7332.57MIN: 3318.44 / MAX: 7221.57MIN: 3246.55 / MAX: 7005.21MIN: 3233.68 / MAX: 7002.85MIN: 3338.25 / MAX: 7221.47MIN: 3208.14 / MAX: 6890.98MIN: 3357.45 / MAX: 7222.781. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto
OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: aes2562 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73021.17162.34323.51484.68645.8581.7843.5543.9424.3394.2462.1222.1851.9075.2073.2243.8121.4742.2091. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

MKL-DNN DNNL

This is a test of the Intel MKL-DNN (DNNL / Deep Neural Network Library) as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMKL-DNN DNNL 1.1Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302246810SE +/- 0.00092, N = 3SE +/- 0.01927, N = 3SE +/- 0.00032, N = 3SE +/- 0.00373, N = 3SE +/- 0.01731, N = 3SE +/- 0.01443, N = 3SE +/- 0.00634, N = 3SE +/- 0.00200, N = 3SE +/- 0.00590, N = 3SE +/- 0.00653, N = 3SE +/- 0.00876, N = 3SE +/- 0.02169, N = 3SE +/- 0.02782, N = 3SE +/- 0.05010, N = 15SE +/- 0.04373, N = 3SE +/- 0.01386, N = 32.697004.889661.962791.136085.804207.636463.130061.707493.855123.702574.667293.588144.784992.534182.577643.42973MIN: 2.66MIN: 4.84MIN: 1.95MIN: 5.77MIN: 7.57MIN: 3.1MIN: 1.67MIN: 3.82MIN: 3.32MIN: 4.44MIN: 3.37MIN: 4.46MIN: 2.08MIN: 2.34MIN: 3.161. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
OpenBenchmarking.orgms x Dollar, Fewer Is BetterMKL-DNN DNNL 1.1Performance / Cost - Harness: Deconvolution Batch deconv_3d - Data Type: f322 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73022K4K6K8K10K9310.048439.559077.778843.024541.724955.148928.469178.674153.895023.405665.437774.167229.871. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

Nettle

GNU Nettle is a low-level cryptographic library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: sha5122 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 7302110220330440550SE +/- 0.19, N = 3SE +/- 1.03, N = 3SE +/- 0.15, N = 3SE +/- 0.97, N = 3SE +/- 0.19, N = 3SE +/- 0.56, N = 3SE +/- 0.77, N = 3SE +/- 0.11, N = 3SE +/- 0.28, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.35, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3489.15485.86501.98500.98489.51399.99488.81489.42401.13484.24476.77462.00462.54476.65455.36476.80-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto
OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: sha5122 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.12060.24120.36180.48240.6030.1420.2810.3130.3450.3370.1690.1730.1950.5360.3300.3910.1510.2261. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: chacha2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73022004006008001000SE +/- 0.41, N = 3SE +/- 1.02, N = 3SE +/- 0.86, N = 3SE +/- 0.37, N = 3SE +/- 0.76, N = 3SE +/- 0.91, N = 3SE +/- 0.49, N = 3SE +/- 0.61, N = 3SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.88, N = 31024.981020.091051.111051.941024.49837.611024.991025.38841.65760.21748.68725.88726.19748.58714.46749.60-lgmp - MIN: 518.14 / MAX: 2797.53-lgmp - MIN: 519.31 / MAX: 2788.96-lgmp - MIN: 532.77 / MAX: 2871.25-lgmp - MIN: 535.04 / MAX: 2870.94-lgmp - MIN: 507.67 / MAX: 2797.4-lgmp - MIN: 423.28 / MAX: 2294.55-lgmp - MIN: 521.91 / MAX: 2799.45-lgmp - MIN: 522.31 / MAX: 2798.89-lgmp - MIN: 428.69 / MAX: 2296.48MIN: 387.36 / MAX: 2073.88MIN: 381.48 / MAX: 2043.2MIN: 369.86 / MAX: 1979.86MIN: 369.76 / MAX: 1980.63MIN: 381.45 / MAX: 2041.13MIN: 364.04 / MAX: 1948.5MIN: 381.6 / MAX: 2054.891. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto
OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: chacha2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.18920.37840.56760.75680.9460.2970.5910.6550.7230.7060.3530.3630.3070.8410.5180.6130.2370.3561. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.5.1Test: poly1305-aes2 x Xeon Gold 5220RXeon Gold 5220RXeon Platinum 82802 x Xeon Platinum 8280Xeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 75322 x EPYC 73522 x EPYC 73026001200180024003000SE +/- 0.92, N = 3SE +/- 5.86, N = 3SE +/- 0.87, N = 3SE +/- 1.10, N = 3SE +/- 0.60, N = 3SE +/- 3.38, N = 3SE +/- 2.79, N = 3SE +/- 0.50, N = 3SE +/- 1.74, N = 3SE +/- 0.47, N = 3SE +/- 0.31, N = 3SE +/- 0.32, N = 3SE +/- 0.32, N = 3SE +/- 0.31, N = 3SE +/- 0.13, N = 3SE +/- 0.46, N = 32797.222779.782867.482868.692798.562291.692795.492797.432294.742072.852041.011980.451980.282041.941952.332042.17-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp-lgmp1. (CC) gcc options: -O2 -ggdb3 -lnettle -lm -lcrypto
OpenBenchmarking.orgMbyte/s Per Dollar, More Is BetterNettle 3.5.1Performance / Cost - Test: poly1305-aes2 x Xeon Gold 5220RXeon Gold 5220RXeon Gold 5218Xeon Silver 4216Xeon Gold 6226R2 x Xeon Gold 6226R2 x Xeon Silver 4216EPYC 7502PEPYC 7302P2 x EPYC 72722 x EPYC 72522 x EPYC 73522 x EPYC 73020.51591.03181.54772.06362.57950.8101.6111.7891.9791.9270.9640.9910.8362.2931.4151.6730.6470.9691. 2 x Xeon Gold 5220R: $3452 reported cost.2. Xeon Gold 5220R: $1726 reported cost.3. Xeon Gold 5218: $1564 reported cost.4. Xeon Silver 4216: $1158 reported cost.5. Xeon Gold 6226R: $1451 reported cost.6. 2 x Xeon Gold 6226R: $2902 reported cost.7. 2 x Xeon Silver 4216: $2316 reported cost.8. EPYC 7502P: $2479 reported cost.9. EPYC 7302P: $890 reported cost.10. 2 x EPYC 7272: $1400 reported cost.11. 2 x EPYC 7252: $1184 reported cost.12. 2 x EPYC 7352: $3016 reported cost.13. 2 x EPYC 7302: $2108 reported cost.

2 x Xeon Gold 5220R

Processor: 2 x Intel Xeon Gold 5220R @ 3.90GHz (36 Cores / 72 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c
Python Notes: + Python 3.8.2
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled

Testing initiated at 26 March 2020 16:33 by user root.

Xeon Gold 5220R

Processor: Intel Xeon Gold 5220R @ 3.90GHz (18 Cores / 36 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c
Python Notes: + Python 3.8.2
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled

Testing initiated at 27 March 2020 07:29 by user root.

Xeon Platinum 8280

Processor: Intel Xeon Platinum 8280 @ 4.00GHz (28 Cores / 56 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c
Python Notes: + Python 3.8.2
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled

Testing initiated at 28 March 2020 06:10 by user root.

2 x Xeon Platinum 8280

Processor: 2 x Intel Xeon Platinum 8280 @ 4.00GHz (56 Cores / 112 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c
Python Notes: + Python 3.8.2
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled

Testing initiated at 28 March 2020 18:49 by user root.

Xeon Gold 5218

Processor: Intel Xeon Gold 5218 @ 3.90GHz (16 Cores / 32 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: 2 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c
Python Notes: + Python 3.8.2
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled

Testing initiated at 29 March 2020 10:03 by user root.

Xeon Silver 4216

Processor: Intel Xeon Silver 4216 @ 3.20GHz (16 Cores / 32 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: 3 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Testing initiated at 30 March 2020 05:41 by user root.

Xeon Gold 6226R

Processor: Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 6 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: 4 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c
Python Notes: + Python 3.8.2
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled

Testing initiated at 30 March 2020 19:53 by user root.

2 x Xeon Gold 6226R

Processor: 2 x Intel Xeon Gold 6226R @ 3.90GHz (32 Cores / 64 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: 5 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c
Python Notes: + Python 3.8.2
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled

Testing initiated at 31 March 2020 07:16 by user root.

2 x Xeon Silver 4216

Processor: 2 x Intel Xeon Silver 4216 @ 3.20GHz (32 Cores / 64 Threads), Motherboard: GIGABYTE MD61-SC2-00 v01000100 (T15 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 12 x 32 GB DDR4-2933MT/s HMA84GR7CJR4N-WM, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: 6 x VE228, Network: 2 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE

OS: Ubuntu 20.04, Kernel: 5.4.0-18-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0x500002c
Python Notes: + Python 3.8.2
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + 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 Enhanced IBRS IBPB: conditional RSB filling + tsx_async_abort: Mitigation of TSX disabled

Testing initiated at 31 March 2020 19:16 by user root.

EPYC 7502P

Processor: AMD EPYC 7502P 32-Core @ 2.50GHz (32 Cores / 64 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710

OS: Ubuntu 20.04, Kernel: 5.4.0-21-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034
Python Notes: + Python 3.8.2
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

Testing initiated at 1 April 2020 08:03 by user root.

EPYC 7302P

Processor: AMD EPYC 7302P 16-Core @ 3.00GHz (16 Cores / 32 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 8 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 2 x VE228, Network: 2 x Mellanox MT27710

OS: Ubuntu 20.04, Kernel: 5.4.0-21-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034
Python Notes: + Python 3.8.2
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

Testing initiated at 1 April 2020 15:01 by user root.

2 x EPYC 7272

Processor: 2 x AMD EPYC 7272 12-Core @ 2.90GHz (24 Cores / 48 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 4 x VE228, Network: 2 x Mellanox MT27710

OS: Ubuntu 20.04, Kernel: 5.4.0-21-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034
Python Notes: + Python 3.8.2
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

Testing initiated at 3 April 2020 13:26 by user root.

2 x EPYC 7252

Processor: 2 x AMD EPYC 7252 8-Core @ 3.10GHz (16 Cores / 32 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 5 x VE228, Network: 2 x Mellanox MT27710

OS: Ubuntu 20.04, Kernel: 5.4.0-21-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034
Python Notes: + Python 3.8.2
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

Testing initiated at 7 April 2020 14:58 by user root.

2 x EPYC 7532

Processor: 2 x AMD EPYC 7532 32-Core @ 2.40GHz (64 Cores / 128 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: llvmpipe 504GB, Monitor: 7 x VE228, Network: 2 x Mellanox MT27710

OS: Ubuntu 20.04, Kernel: 5.4.0-21-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034
Python Notes: + Python 3.8.2
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

Testing initiated at 9 April 2020 14:06 by user root.

2 x EPYC 7352

Processor: 2 x AMD EPYC 7352 24-Core @ 2.30GHz (48 Cores / 96 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 8 x VE228, Network: 2 x Mellanox MT27710

OS: Ubuntu 20.04, Kernel: 5.4.0-21-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034
Python Notes: + Python 3.8.2
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

Testing initiated at 9 April 2020 21:34 by user root.

2 x EPYC 7302

Processor: 2 x AMD EPYC 7302 16-Core @ 3.00GHz (32 Cores / 64 Threads), Motherboard: AMD DAYTONA_X (RDY1006G BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: 9 x VE228, Network: 2 x Mellanox MT27710

OS: Ubuntu 20.04, Kernel: 5.4.0-21-generic (x86_64), Desktop: GNOME Shell 3.36.0, Display Server: X Server 1.20.7, Display Driver: modesetting 1.20.7, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v
Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301034
Python Notes: + Python 3.8.2
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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + tsx_async_abort: Not affected

Testing initiated at 10 April 2020 06:00 by user root.