Microsoft Azure EPYC 7003 HPC HBv3 Benchmarks

Azure HBv3 benchmarks against other Microsoft Azure HPC instance types. Benchmarks by Michael Larabel for a future article on phoronix.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2307169-NE-2104153PT04
Jump To Table - Results

View

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

Limit displaying results to tests within:

Timed Code Compilation 3 Tests
C/C++ Compiler Tests 5 Tests
CPU Massive 14 Tests
Creator Workloads 4 Tests
Encoding 3 Tests
Finance 2 Tests
Fortran Tests 4 Tests
HPC - High Performance Computing 14 Tests
Machine Learning 5 Tests
Molecular Dynamics 6 Tests
MPI Benchmarks 5 Tests
Multi-Core 14 Tests
NVIDIA GPU Compute 4 Tests
OpenMPI Tests 8 Tests
Programmer / Developer System Benchmarks 4 Tests
Python Tests 3 Tests
Scientific Computing 6 Tests
Server CPU Tests 10 Tests
Single-Threaded 2 Tests
Video Encoding 3 Tests

Statistics

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

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs

Additional Graphs

Show Perf Per Core/Thread Calculation Graphs Where Applicable

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
Azure HBv3 - EPYC 7V13
April 09 2021
  7 Hours, 20 Minutes
Azure HBv2 - EPYC 7V12
April 10 2021
  7 Hours, 28 Minutes
Azure HBv1 - EPYC 7551
April 11 2021
  9 Hours, 51 Minutes
Azure HC - Xeon 8168
April 12 2021
  4 Hours, 24 Minutes
Azure H - Xeon E5-2667 v3
April 14 2021
  9 Hours, 51 Minutes
nodo-00
July 16
  5 Hours, 31 Minutes
Invert Hiding All Results Option
  7 Hours, 24 Minutes

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

Azure HBv3 - EPYC 7V13

Processor: 2 x AMD EPYC 7V13 64-Core (120 Cores), Motherboard: Microsoft Virtual Machine (Hyper-V UEFI v4.1 BIOS), Memory: 442GB, Disk: 2 x 960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Disk, Graphics: hyperv_fb

OS: CentOS Linux 8, Kernel: 4.18.0-147.8.1.el8_1.x86_64 (x86_64), Compiler: GCC 8.3.1 20190507, File-System: nfs, Screen Resolution: 1152x864, System Layer: microsoft

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: CPU Microcode: 0xffffffff
Python Notes: Python 3.6.8
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected

Azure HBv2 - EPYC 7V12

Processor: 2 x AMD EPYC 7V12 64-Core (120 Cores), Motherboard: Microsoft Virtual Machine (Hyper-V UEFI v4.0 BIOS), Memory: 450GB, Disk: 960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Disk, Graphics: hyperv_fb

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: CPU Microcode: 0xffffffff
Python Notes: Python 3.6.8
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 generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected

Azure HBv1 - EPYC 7551

Changed Processor to 2 x AMD EPYC 7551 32-Core (60 Cores).

Changed Memory to 226GB.

Changed Disk to 32GB Virtual Disk + 752GB Virtual Disk.

Azure HC - Xeon 8168

Changed Processor to 2 x Intel Xeon Platinum 8168 (44 Cores).

Changed Memory to 348GB.

Security Change: itlb_multihit: vulnerable + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT Host state unknown

Azure H - Xeon E5-2667 v3

Processor: 2 x Intel Xeon E5-2667 v3 (16 Cores), Motherboard: Microsoft Virtual Machine v7.0 (090007 BIOS), Chipset: Intel 440BX/ZX/DX, Memory: 222GB, Disk: 32GB Virtual Disk + 2199GB Virtual Disk, Graphics: Microsoft Hyper-V virtual VGA

OS: CentOS Linux 8, Kernel: 4.18.0-147.8.1.el8_1.x86_64 (x86_64), Compiler: GCC 8.3.1 20190507, File-System: nfs, Screen Resolution: 1152x864, System Layer: Microsoft Hyper-V Server

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: CPU Microcode: 0xffffffff
Python Notes: Python 3.6.8
Security Notes: itlb_multihit: vulnerable + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected

nodo-00

Processor: 2 x Intel Xeon E5620 @ 2.53GHz (8 Cores / 16 Threads), Motherboard: IBM 94Y8600 (-[P9E165BUS-1.29] BIOS), Memory: 96GB, Disk: 4 x 17592GB 1746 FAStT + 300GB MBF2300RC + 300GB HUC106030CSS60, Graphics: mgag200drmfb

OS: Ubuntu 20.04.4 LTS, Kernel: 5.10.0-21-amd64 (x86_64), Compiler: GCC 9.4.0, File-System: xfs, Screen Resolution: 1024x768, System Layer: docker

Kernel Notes: Transparent Huge Pages: always
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=/build/gcc-9-Av3uEd/gcc-9-9.4.0/debian/tmp-nvptx/usr,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: CPU Microcode: 0xa001173
Python Notes: Python 3.8.10
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Microsoft Azure EPYC 7003 HPC HBv3 BenchmarksProcessorMotherboardMemoryDiskGraphicsChipsetOSKernelCompilerFile-SystemScreen ResolutionSystem LayerAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-002 x AMD EPYC 7V13 64-Core (120 Cores)Microsoft Virtual Machine (Hyper-V UEFI v4.1 BIOS)442GB2 x 960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Diskhyperv_fbCentOS Linux 84.18.0-147.8.1.el8_1.x86_64 (x86_64)GCC 8.3.1 20190507nfs1152x864microsoft2 x AMD EPYC 7V12 64-Core (120 Cores)Microsoft Virtual Machine (Hyper-V UEFI v4.0 BIOS)450GB960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Disk2 x AMD EPYC 7551 32-Core (60 Cores)226GB32GB Virtual Disk + 752GB Virtual Disk2 x Intel Xeon Platinum 8168 (44 Cores)348GB2 x Intel Xeon E5-2667 v3 (16 Cores)Microsoft Virtual Machine v7.0 (090007 BIOS)Intel 440BX/ZX/DX222GB32GB Virtual Disk + 2199GB Virtual DiskMicrosoft Hyper-V virtual VGAMicrosoft Hyper-V Server2 x Intel Xeon E5620 @ 2.53GHz (8 Cores / 16 Threads)IBM 94Y8600 (-[P9E165BUS-1.29] BIOS)96GB4 x 17592GB 1746 FAStT + 300GB MBF2300RC + 300GB HUC106030CSS60mgag200drmfbUbuntu 20.04.4 LTS5.10.0-21-amd64 (x86_64)GCC 9.4.0xfs1024x768dockerOpenBenchmarking.orgKernel Details- Transparent Huge Pages: alwaysCompiler Details- Azure HBv3 - EPYC 7V13: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Azure HBv2 - EPYC 7V12: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Azure HBv1 - EPYC 7551: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Azure HC - Xeon 8168: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Azure H - Xeon E5-2667 v3: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - nodo-00: --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=/build/gcc-9-Av3uEd/gcc-9-9.4.0/debian/tmp-nvptx/usr,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 Details- Azure HBv3 - EPYC 7V13: CPU Microcode: 0xffffffff- Azure HBv2 - EPYC 7V12: CPU Microcode: 0xffffffff- Azure HBv1 - EPYC 7551: CPU Microcode: 0xffffffff- Azure HC - Xeon 8168: CPU Microcode: 0xffffffff- Azure H - Xeon E5-2667 v3: CPU Microcode: 0xffffffff- nodo-00: CPU Microcode: 0xa001173Python Details- Azure HBv3 - EPYC 7V13: Python 3.6.8- Azure HBv2 - EPYC 7V12: Python 3.6.8- Azure HBv1 - EPYC 7551: Python 3.6.8- Azure HC - Xeon 8168: Python 3.6.8- Azure H - Xeon E5-2667 v3: Python 3.6.8- nodo-00: Python 3.8.10Security Details- Azure HBv3 - EPYC 7V13: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected- Azure HBv2 - EPYC 7V12: 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 generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected- Azure HBv1 - EPYC 7551: 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 generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected- Azure HC - Xeon 8168: itlb_multihit: vulnerable + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT Host state unknown- Azure H - Xeon E5-2667 v3: itlb_multihit: vulnerable + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected- nodo-00: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00Logarithmic Result OverviewPhoronix Test SuiteoneDNNCloverLeafLULESHNAMDTimed Linux Kernel CompilationTimed Node.js CompilationSVT-HEVCSVT-VP9Xcompact3d Incompact3dHigh Performance Conjugate GradientTimed LLVM CompilationRodiniaZstd CompressionPlaidMLMobile Neural NetworkFinanceBenchTensorFlow LitePennantQuantLibGNU GMP GMPbenchBotanTNN

Microsoft Azure EPYC 7003 HPC HBv3 Benchmarksquantlib: hpcg: npb: LU.Ccloverleaf: Lagrangian-Eulerian Hydrodynamicsrodinia: OpenMP LavaMDrodinia: OpenMP HotSpot3Dnamd: ATPase Simulation - 327,506 Atomspennant: sedovbigpennant: leblancbigincompact3d: X3D-benchmarking input.i3dlulesh: gmpbench: Total Timecompress-zstd: 8 - Compression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 8, Long Mode - Compression Speedcompress-zstd: 8, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Decompression Speedbotan: KASUMIbotan: KASUMI - Decryptbotan: AES-256botan: AES-256 - Decryptbotan: Twofishbotan: Twofish - Decryptbotan: Blowfishbotan: Blowfish - Decryptbotan: CAST-256botan: CAST-256 - Decryptbotan: ChaCha20Poly1305botan: ChaCha20Poly1305 - Decryptsvt-av1: Enc Mode 0 - 1080psvt-av1: Enc Mode 4 - 1080psvt-av1: Enc Mode 8 - 1080psvt-hevc: 1 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080pbuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild-nodejs: Time To Compileonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUfinancebench: Repo OpenMPfinancebench: Bonds OpenMPgromacs: Water Benchmarktensorflow-lite: SqueezeNetmnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: inception-v3tnn: CPU - SqueezeNet v1.1plaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUcompress-zstd: 8 - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedmnn: MobileNetV2_224mnn: mobilenet-v1-1.0Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-002299.339.062056682.8216.6637.80382.4890.275665.8334193.337201287.59950841636.6034893.43184.278.23717.5771.94256.83727.587.48084.0595412.1315407.477346.319345.776424.738425.158133.691133.665667.765658.3700.16112.27594.02845.39378.01548.33337.7142.008163.760111.3273.212040.3838550.4066860.455682875.166530.898962.336561.7730.255501843.103540.1940.44522359196.546875104884.2942719.04166320.48.22429.08634.710272.61438.3934.536.271725.237.268653829.3423.7839.198107.9760.300566.0264493.486503318.90500934803.5394155.52653.169.52631.0588.03037.52674.273.17571.1013934.4013938.444280.902283.257348.425349.147113.600113.724615.795610.8610.1249.51278.10436.12166.90379.91140.5944.922174.743118.9699.683210.4410121.0319420.7321301314.00778.3051287.03791.4600.3503471294.53796.8160.52473775154.257813133719.3281258.45874885.414.13652.53355.356323.61525.5723.125.601251.730.431425304.1925.0090.175145.5690.7094715.5289910.33764455.81237819011.4583021.3920.148.52005.4468.82339.62019.357.95055.9803144.3133151.228217.312218.034273.039272.73388.54588.555303.243300.1780.0764.66940.14621.12119.20141.93129.4458.738283.291194.55010.222631.763552.405612.736215524.503344.145539.483373.881.512715355.243423.151.15465108606.502604195702.7968753.28895206.217.19462.44676.799420.04719.8815.974.801812.926.038120.1994.119115.8320.5256923.8712610.52920507.29597020846.5904196.51188.276.31903.9649.32350.21991.376.14974.2873155.3913159.852293.551294.381367.942365.547116.630116.573633.217626.9190.1117.62157.37723.87256.28480.79299.9555.324251.744189.0963.281600.4743110.5514670.668641744.355462.855746.464459.5760.352180753.356458.2010.39800571609.065104130250.4492194.86673517.38.22629.00635.673398.40441.5434.664.911505.110.199517870.04111.14284.187126.1851.7171079.6487845.677421157.933276444.24633942.7582.739.81934.3567.42279.82006.370.98568.3492891.8462892.719270.067269.659322.924327.093103.372103.251551.827544.5840.0893.49026.8358.1295.14172.1683.40134.740599.913469.9428.700227.328626.924715.987124793.753117.454449.573198.074.233824495.902802.874.0139280350.648438147211.2395831.2291754858.97631.50440.586335.41118.1214.804.482466.621.2189216058.5422.5831.73189.8810.322827.6360594.697194589.11301726769.3025405.83817.587.53733.4917.34335.73798.587.48485.5645749.7885742.915363.677356.364432.754437.482135.541135.531657.777649.66146.09347.57528.67286.5722.557178.97693.9313.179440.5904670.6768070.5847011733.13805.2871698.28796.9550.4185931769.17796.3620.63509340244.99349070673.88281346640.48.80132.33332.006269.32442.5837.508.614012.146.06.9354.910OpenBenchmarking.org

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-005001000150020002500SE +/- 4.80, N = 3SE +/- 0.77, N = 3SE +/- 1.79, N = 3SE +/- 7.80, N = 3SE +/- 4.07, N = 3SE +/- 26.84, N = 52299.31725.21251.71812.91505.12466.6-O2 -lboost_timer -lboost_system -lboost_chrono-O2 -lboost_timer -lboost_system -lboost_chrono-O2 -lboost_timer -lboost_system -lboost_chrono-O2 -lboost_timer -lboost_system -lboost_chrono-O2 -lboost_timer -lboost_system -lboost_chrono1. (CXX) g++ options: -O3 -march=native -rdynamic
OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00400800120016002000Min: 2290.1 / Avg: 2299.27 / Max: 2306.3Min: 1724.1 / Avg: 1725.23 / Max: 1726.7Min: 1249 / Avg: 1251.73 / Max: 1255.1Min: 1797.3 / Avg: 1812.9 / Max: 1821Min: 1497.6 / Avg: 1505.07 / Max: 1511.6Min: 2366.3 / Avg: 2466.6 / Max: 2505.31. (CXX) g++ options: -O3 -march=native -rdynamic

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 3.1Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00918273645SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 8SE +/- 0.01, N = 339.0637.2730.4326.0410.2021.22-fexceptions-fexceptions-fexceptions-fexceptions-fexceptions1. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00816243240Min: 38.95 / Avg: 39.06 / Max: 39.14Min: 37.16 / Avg: 37.27 / Max: 37.36Min: 30.1 / Avg: 30.43 / Max: 30.68Min: 26.02 / Avg: 26.04 / Max: 26.07Min: 9.76 / Avg: 10.2 / Max: 10.61Min: 21.19 / Avg: 21.22 / Max: 21.241. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

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.CAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure H - Xeon E5-2667 v3nodo-0050K100K150K200K250KSE +/- 428.57, N = 14SE +/- 21.24, N = 3SE +/- 114.01, N = 3SE +/- 33.92, N = 3SE +/- 78.57, N = 356682.8253829.3425304.197870.04216058.54-fexceptions-fexceptions1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure H - Xeon E5-2667 v3nodo-0040K80K120K160K200KMin: 51213.56 / Avg: 56682.82 / Max: 57398.81Min: 53787.12 / Avg: 53829.34 / Max: 53854.58Min: 25096.86 / Avg: 25304.19 / Max: 25490.03Min: 7807.52 / Avg: 7870.04 / Max: 7924.1Min: 215903.61 / Avg: 216058.54 / Max: 216158.731. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 4.0.3

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version and benchmarked with the clover_bm.in input file (Problem 5). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0020406080100SE +/- 0.83, N = 15SE +/- 0.45, N = 12SE +/- 0.11, N = 3SE +/- 0.26, N = 3SE +/- 1.93, N = 14SE +/- 1.38, N = 1516.6623.7825.0020.19111.1422.581. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0020406080100Min: 13.14 / Avg: 16.66 / Max: 24.43Min: 21.27 / Avg: 23.78 / Max: 26.48Min: 24.85 / Avg: 25 / Max: 25.21Min: 19.68 / Avg: 20.19 / Max: 20.46Min: 106.93 / Avg: 111.14 / Max: 135.61Min: 16.39 / Avg: 22.58 / Max: 32.271. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0060120180240300SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.39, N = 3SE +/- 0.02, N = 3SE +/- 3.12, N = 3SE +/- 0.11, N = 337.8039.2090.1894.12284.1931.731. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0050100150200250Min: 37.37 / Avg: 37.8 / Max: 38.12Min: 38.79 / Avg: 39.2 / Max: 39.41Min: 89.43 / Avg: 90.18 / Max: 90.73Min: 94.09 / Avg: 94.12 / Max: 94.15Min: 279.93 / Avg: 284.19 / Max: 290.26Min: 31.57 / Avg: 31.73 / Max: 31.941. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00306090120150SE +/- 1.18, N = 15SE +/- 0.89, N = 3SE +/- 1.35, N = 3SE +/- 0.21, N = 3SE +/- 0.43, N = 3SE +/- 0.64, N = 382.49107.98145.57115.83126.1989.881. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00306090120150Min: 77.17 / Avg: 82.49 / Max: 91.09Min: 106.46 / Avg: 107.98 / Max: 109.52Min: 142.93 / Avg: 145.57 / Max: 147.39Min: 115.57 / Avg: 115.83 / Max: 116.24Min: 125.68 / Avg: 126.19 / Max: 127.04Min: 88.62 / Avg: 89.88 / Max: 90.71. (CXX) g++ options: -O2 -lOpenCL

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 2.14ATPase Simulation - 327,506 AtomsAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-000.38630.77261.15891.54521.9315SE +/- 0.00027, N = 3SE +/- 0.00059, N = 3SE +/- 0.00507, N = 3SE +/- 0.00126, N = 3SE +/- 0.05413, N = 15SE +/- 0.00096, N = 30.275660.300560.709470.525691.717100.32282
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00246810Min: 0.28 / Avg: 0.28 / Max: 0.28Min: 0.3 / Avg: 0.3 / Max: 0.3Min: 0.7 / Avg: 0.71 / Max: 0.72Min: 0.52 / Avg: 0.53 / Max: 0.53Min: 1.5 / Avg: 1.72 / Max: 2.04Min: 0.32 / Avg: 0.32 / Max: 0.32

Pennant

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: sedovbigAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0020406080100SE +/- 0.003905, N = 3SE +/- 0.012548, N = 3SE +/- 0.085157, N = 3SE +/- 0.048781, N = 3SE +/- 0.744226, N = 15SE +/- 0.034221, N = 35.8334196.02644915.52899023.87126079.6487807.636059-fexceptions-fexceptions1. (CXX) g++ options: -fopenmp -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: sedovbigAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-001530456075Min: 5.83 / Avg: 5.83 / Max: 5.84Min: 6 / Avg: 6.03 / Max: 6.05Min: 15.38 / Avg: 15.53 / Max: 15.68Min: 23.78 / Avg: 23.87 / Max: 23.94Min: 76.62 / Avg: 79.65 / Max: 84.61Min: 7.6 / Avg: 7.64 / Max: 7.71. (CXX) g++ options: -fopenmp -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: leblancbigAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-001020304050SE +/- 0.017738, N = 3SE +/- 0.009939, N = 3SE +/- 0.027196, N = 3SE +/- 0.037598, N = 3SE +/- 0.671685, N = 12SE +/- 0.056911, N = 33.3372013.48650310.33764010.52920045.6774204.697194-fexceptions-fexceptions-fexceptions1. (CXX) g++ options: -fopenmp -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: leblancbigAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00918273645Min: 3.3 / Avg: 3.34 / Max: 3.36Min: 3.47 / Avg: 3.49 / Max: 3.51Min: 10.3 / Avg: 10.34 / Max: 10.39Min: 10.49 / Avg: 10.53 / Max: 10.6Min: 42.82 / Avg: 45.68 / Max: 51.12Min: 4.58 / Avg: 4.7 / Max: 4.761. (CXX) g++ options: -fopenmp -pthread -lmpi_cxx -lmpi

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-002004006008001000SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 2.96, N = 3SE +/- 7.11, N = 3SE +/- 12.66, N = 3SE +/- 3.63, N = 3287.60318.91455.81507.301157.93589.11-fexceptions-fexceptions-fexceptions-fexceptions-fexceptions1. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-002004006008001000Min: 287.31 / Avg: 287.6 / Max: 287.89Min: 318.81 / Avg: 318.91 / Max: 319.04Min: 449.89 / Avg: 455.81 / Max: 458.88Min: 494.7 / Avg: 507.3 / Max: 519.32Min: 1140.28 / Avg: 1157.93 / Max: 1182.48Min: 583.79 / Avg: 589.11 / Max: 596.061. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

LULESH

LULESH is the Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-009K18K27K36K45KSE +/- 476.10, N = 3SE +/- 44.77, N = 3SE +/- 81.47, N = 3SE +/- 25.50, N = 3SE +/- 28.01, N = 3SE +/- 47.59, N = 341636.6034803.5419011.4620846.596444.2526769.30-fexceptions-fexceptions-fexceptions-fexceptions1. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-007K14K21K28K35KMin: 40950.33 / Avg: 41636.6 / Max: 42551.38Min: 34743.07 / Avg: 34803.54 / Max: 34890.96Min: 18850.32 / Avg: 19011.46 / Max: 19112.96Min: 20796.32 / Avg: 20846.59 / Max: 20879.16Min: 6401.94 / Avg: 6444.25 / Max: 6497.19Min: 26681.19 / Avg: 26769.3 / Max: 26844.541. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi

GNU GMP GMPbench

GMPbench is a test of the GNU Multiple Precision Arithmetic (GMP) Library. GMPbench is a single-threaded integer benchmark that leverages the GMP library to stress the CPU with widening integer multiplication. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGMPbench Score, More Is BetterGNU GMP GMPbench 6.2.1Total TimeAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00120024003600480060004893.44155.53021.34196.53942.75405.81. (CC) gcc options: -O3 -fomit-frame-pointer -lm

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8 - Compression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-008001600240032004000SE +/- 45.10, N = 3SE +/- 33.03, N = 15SE +/- 6.06, N = 3SE +/- 6.93, N = 3SE +/- 1.83, N = 3SE +/- 45.80, N = 33184.22653.1920.11188.2582.73817.5-llzma-llzma-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8 - Compression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-007001400210028003500Min: 3127 / Avg: 3184.2 / Max: 3273.2Min: 2446.8 / Avg: 2653.14 / Max: 2850.1Min: 911.5 / Avg: 920.1 / Max: 931.8Min: 1174.3 / Avg: 1188.17 / Max: 1195.2Min: 580 / Avg: 582.7 / Max: 586.2Min: 3760.4 / Avg: 3817.53 / Max: 3908.11. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Compression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0020406080100SE +/- 0.71, N = 15SE +/- 1.18, N = 15SE +/- 0.83, N = 15SE +/- 1.01, N = 15SE +/- 0.57, N = 3SE +/- 0.77, N = 378.269.548.576.339.887.5-llzma-llzma-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Compression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0020406080100Min: 72.9 / Avg: 78.15 / Max: 83.1Min: 61.4 / Avg: 69.51 / Max: 77.6Min: 41.8 / Avg: 48.53 / Max: 53.4Min: 68 / Avg: 76.3 / Max: 81.7Min: 38.7 / Avg: 39.83 / Max: 40.5Min: 86.7 / Avg: 87.47 / Max: 891. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Decompression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-008001600240032004000SE +/- 6.14, N = 15SE +/- 1.17, N = 15SE +/- 0.66, N = 15SE +/- 2.22, N = 15SE +/- 2.70, N = 3SE +/- 9.73, N = 33717.52631.02005.41903.91934.33733.4-llzma-llzma-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Decompression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-006001200180024003000Min: 3679.6 / Avg: 3717.45 / Max: 3752Min: 2621.5 / Avg: 2631.01 / Max: 2637.8Min: 2002 / Avg: 2005.4 / Max: 2009.2Min: 1887.5 / Avg: 1903.87 / Max: 1914.3Min: 1928.9 / Avg: 1934.3 / Max: 1937.2Min: 3716.4 / Avg: 3733.4 / Max: 3750.11. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Compression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-002004006008001000SE +/- 6.99, N = 7SE +/- 0.81, N = 3SE +/- 3.02, N = 15SE +/- 6.29, N = 3SE +/- 1.99, N = 3SE +/- 14.10, N = 15771.9588.0468.8649.3567.4917.3-llzma-llzma-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Compression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00160320480640800Min: 748.6 / Avg: 771.91 / Max: 801.2Min: 586.7 / Avg: 588 / Max: 589.5Min: 450.5 / Avg: 468.85 / Max: 490.8Min: 642.4 / Avg: 649.33 / Max: 661.9Min: 564.3 / Avg: 567.4 / Max: 571.1Min: 812.2 / Avg: 917.31 / Max: 970.91. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Decompression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-009001800270036004500SE +/- 4.89, N = 7SE +/- 4.57, N = 3SE +/- 1.19, N = 15SE +/- 2.50, N = 3SE +/- 13.10, N = 3SE +/- 2.89, N = 154256.83037.52339.62350.22279.84335.7-llzma-llzma-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Decompression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-008001600240032004000Min: 4238.7 / Avg: 4256.83 / Max: 4275.7Min: 3028.9 / Avg: 3037.5 / Max: 3044.5Min: 2328.6 / Avg: 2339.59 / Max: 2344.6Min: 2347.3 / Avg: 2350.23 / Max: 2355.2Min: 2264.8 / Avg: 2279.8 / Max: 2305.9Min: 4317.7 / Avg: 4335.74 / Max: 4354.81. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Decompression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-008001600240032004000SE +/- 12.70, N = 15SE +/- 2.70, N = 15SE +/- 0.32, N = 12SE +/- 2.46, N = 15SE +/- 2.28, N = 5SE +/- 4.26, N = 143727.52674.22019.31991.32006.33798.5-llzma-llzma-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Decompression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-007001400210028003500Min: 3565.1 / Avg: 3727.52 / Max: 3764.5Min: 2640.1 / Avg: 2674.21 / Max: 2684.6Min: 2017.1 / Avg: 2019.28 / Max: 2020.7Min: 1978.3 / Avg: 1991.33 / Max: 2007.9Min: 2002.4 / Avg: 2006.3 / Max: 2015.2Min: 3768.1 / Avg: 3798.45 / Max: 3827.61. (CC) gcc options: -O3 -pthread -lz

Botan

Botan is a BSD-licensed cross-platform open-source C++ crypto library "cryptography toolkit" that supports most publicly known cryptographic algorithms. The project's stated goal is to be "the best option for cryptography in C++ by offering the tools necessary to implement a range of practical systems, such as TLS protocol, X.509 certificates, modern AEAD ciphers, PKCS#11 and TPM hardware support, password hashing, and post quantum crypto schemes." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMIAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0020406080100SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.02, N = 387.4873.1857.9576.1570.9987.481. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMIAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0020406080100Min: 87.41 / Avg: 87.48 / Max: 87.53Min: 73.08 / Avg: 73.18 / Max: 73.31Min: 57.95 / Avg: 57.95 / Max: 57.95Min: 76.09 / Avg: 76.15 / Max: 76.18Min: 70.48 / Avg: 70.99 / Max: 71.28Min: 87.46 / Avg: 87.48 / Max: 87.521. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0020406080100SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.02, N = 384.0671.1055.9874.2968.3585.561. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-001632486480Min: 84.03 / Avg: 84.06 / Max: 84.08Min: 71.04 / Avg: 71.1 / Max: 71.18Min: 55.97 / Avg: 55.98 / Max: 55.99Min: 74.23 / Avg: 74.29 / Max: 74.32Min: 68.17 / Avg: 68.35 / Max: 68.68Min: 85.53 / Avg: 85.56 / Max: 85.581. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0012002400360048006000SE +/- 3.73, N = 3SE +/- 2.68, N = 3SE +/- 16.79, N = 3SE +/- 0.18, N = 3SE +/- 4.69, N = 3SE +/- 5.98, N = 35412.133934.403144.313155.392891.855749.791. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0010002000300040005000Min: 5405.03 / Avg: 5412.13 / Max: 5417.66Min: 3929.32 / Avg: 3934.4 / Max: 3938.41Min: 3110.74 / Avg: 3144.31 / Max: 3161.45Min: 3155.19 / Avg: 3155.39 / Max: 3155.74Min: 2884.15 / Avg: 2891.85 / Max: 2900.33Min: 5739.6 / Avg: 5749.79 / Max: 5760.291. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256 - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0012002400360048006000SE +/- 7.85, N = 3SE +/- 3.26, N = 3SE +/- 1.16, N = 3SE +/- 0.03, N = 3SE +/- 5.16, N = 3SE +/- 2.85, N = 35407.483938.443151.233159.852892.725742.921. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256 - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0010002000300040005000Min: 5393.16 / Avg: 5407.48 / Max: 5420.23Min: 3931.93 / Avg: 3938.44 / Max: 3941.77Min: 3149.12 / Avg: 3151.23 / Max: 3153.12Min: 3159.82 / Avg: 3159.85 / Max: 3159.91Min: 2886.59 / Avg: 2892.72 / Max: 2902.98Min: 5738.07 / Avg: 5742.91 / Max: 5747.941. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: TwofishAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0080160240320400SE +/- 1.10, N = 3SE +/- 0.15, N = 3SE +/- 2.54, N = 4SE +/- 0.20, N = 3SE +/- 0.46, N = 3SE +/- 0.97, N = 3346.32280.90217.31293.55270.07363.681. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: TwofishAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0060120180240300Min: 344.13 / Avg: 346.32 / Max: 347.56Min: 280.75 / Avg: 280.9 / Max: 281.2Min: 209.7 / Avg: 217.31 / Max: 220.28Min: 293.16 / Avg: 293.55 / Max: 293.83Min: 269.31 / Avg: 270.07 / Max: 270.9Min: 362.45 / Avg: 363.68 / Max: 365.591. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0080160240320400SE +/- 0.77, N = 3SE +/- 0.22, N = 3SE +/- 2.43, N = 4SE +/- 0.13, N = 3SE +/- 0.99, N = 3SE +/- 0.76, N = 3345.78283.26218.03294.38269.66356.361. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0060120180240300Min: 344.23 / Avg: 345.78 / Max: 346.56Min: 282.85 / Avg: 283.26 / Max: 283.6Min: 210.76 / Avg: 218.03 / Max: 220.81Min: 294.14 / Avg: 294.38 / Max: 294.56Min: 267.69 / Avg: 269.66 / Max: 270.77Min: 355.43 / Avg: 356.36 / Max: 357.861. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: BlowfishAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0090180270360450SE +/- 0.47, N = 3SE +/- 0.42, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.68, N = 3SE +/- 0.17, N = 3424.74348.43273.04367.94322.92432.751. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: BlowfishAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0080160240320400Min: 423.81 / Avg: 424.74 / Max: 425.22Min: 347.64 / Avg: 348.43 / Max: 349.09Min: 272.87 / Avg: 273.04 / Max: 273.21Min: 367.73 / Avg: 367.94 / Max: 368.06Min: 321.7 / Avg: 322.92 / Max: 324.03Min: 432.43 / Avg: 432.75 / Max: 433.011. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0090180270360450SE +/- 0.42, N = 3SE +/- 0.56, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.55, N = 3SE +/- 0.18, N = 3425.16349.15272.73365.55327.09437.481. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0080160240320400Min: 424.32 / Avg: 425.16 / Max: 425.59Min: 348.3 / Avg: 349.15 / Max: 350.2Min: 272.59 / Avg: 272.73 / Max: 272.85Min: 365.3 / Avg: 365.55 / Max: 365.68Min: 326.3 / Avg: 327.09 / Max: 328.15Min: 437.14 / Avg: 437.48 / Max: 437.741. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00306090120150SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3133.69113.6088.55116.63103.37135.541. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00306090120150Min: 133.65 / Avg: 133.69 / Max: 133.74Min: 113.46 / Avg: 113.6 / Max: 113.69Min: 88.52 / Avg: 88.55 / Max: 88.57Min: 116.62 / Avg: 116.63 / Max: 116.64Min: 103.14 / Avg: 103.37 / Max: 103.61Min: 135.54 / Avg: 135.54 / Max: 135.551. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00306090120150SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 2SE +/- 0.01, N = 3SE +/- 0.23, N = 3SE +/- 0.00, N = 3133.67113.7288.56116.57103.25135.531. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00306090120150Min: 133.63 / Avg: 133.67 / Max: 133.69Min: 113.71 / Avg: 113.72 / Max: 113.73Min: 88.52 / Avg: 88.56 / Max: 88.59Min: 116.56 / Avg: 116.57 / Max: 116.58Min: 102.82 / Avg: 103.25 / Max: 103.62Min: 135.53 / Avg: 135.53 / Max: 135.541. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00140280420560700SE +/- 0.27, N = 3SE +/- 0.90, N = 3SE +/- 1.39, N = 3SE +/- 0.30, N = 3SE +/- 2.26, N = 3SE +/- 0.14, N = 3667.77615.80303.24633.22551.83657.781. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00120240360480600Min: 667.33 / Avg: 667.77 / Max: 668.25Min: 614.01 / Avg: 615.79 / Max: 616.82Min: 300.93 / Avg: 303.24 / Max: 305.73Min: 632.67 / Avg: 633.22 / Max: 633.7Min: 547.37 / Avg: 551.83 / Max: 554.66Min: 657.5 / Avg: 657.78 / Max: 657.931. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00140280420560700SE +/- 0.06, N = 3SE +/- 0.78, N = 3SE +/- 1.37, N = 3SE +/- 0.55, N = 3SE +/- 1.38, N = 3SE +/- 0.15, N = 3658.37610.86300.18626.92544.58649.661. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt
OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00120240360480600Min: 658.25 / Avg: 658.37 / Max: 658.44Min: 609.48 / Avg: 610.86 / Max: 612.17Min: 298.15 / Avg: 300.18 / Max: 302.8Min: 625.83 / Avg: 626.92 / Max: 627.6Min: 542.18 / Avg: 544.58 / Max: 546.96Min: 649.39 / Avg: 649.66 / Max: 649.911. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

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 0 - Input: 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v30.03620.07240.10860.14480.181SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1610.1240.0760.1110.0891. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v312345Min: 0.16 / Avg: 0.16 / Max: 0.16Min: 0.12 / Avg: 0.12 / Max: 0.13Min: 0.08 / Avg: 0.08 / Max: 0.08Min: 0.11 / Avg: 0.11 / Max: 0.11Min: 0.09 / Avg: 0.09 / Max: 0.091. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v33691215SE +/- 0.031, N = 3SE +/- 0.218, N = 15SE +/- 0.034, N = 11SE +/- 0.023, N = 3SE +/- 0.022, N = 312.2759.5124.6697.6213.4901. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v348121620Min: 12.22 / Avg: 12.28 / Max: 12.32Min: 7.69 / Avg: 9.51 / Max: 10.39Min: 4.52 / Avg: 4.67 / Max: 4.94Min: 7.59 / Avg: 7.62 / Max: 7.67Min: 3.45 / Avg: 3.49 / Max: 3.511. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v320406080100SE +/- 0.34, N = 3SE +/- 0.65, N = 3SE +/- 0.54, N = 12SE +/- 0.24, N = 3SE +/- 0.35, N = 394.0378.1040.1557.3826.841. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v320406080100Min: 93.43 / Avg: 94.03 / Max: 94.59Min: 76.81 / Avg: 78.1 / Max: 78.78Min: 36.81 / Avg: 40.15 / Max: 44.64Min: 56.97 / Avg: 57.38 / Max: 57.8Min: 26.39 / Avg: 26.84 / Max: 27.531. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-001020304050SE +/- 0.60, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.42, N = 745.3936.1221.1223.878.1246.091. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00918273645Min: 44.65 / Avg: 45.39 / Max: 46.57Min: 35.86 / Avg: 36.12 / Max: 36.3Min: 20.89 / Avg: 21.12 / Max: 21.27Min: 23.83 / Avg: 23.87 / Max: 23.91Min: 8.01 / Avg: 8.12 / Max: 8.2Min: 43.58 / Avg: 46.09 / Max: 46.681. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0080160240320400SE +/- 4.22, N = 3SE +/- 6.53, N = 12SE +/- 1.15, N = 3SE +/- 1.61, N = 3SE +/- 1.35, N = 3SE +/- 3.64, N = 3378.01166.90119.20256.2895.14347.571. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0070140210280350Min: 369.69 / Avg: 378.01 / Max: 383.39Min: 129.12 / Avg: 166.9 / Max: 202.77Min: 117.12 / Avg: 119.2 / Max: 121.09Min: 253.06 / Avg: 256.28 / Max: 257.95Min: 92.62 / Avg: 95.14 / Max: 97.23Min: 342.47 / Avg: 347.57 / Max: 354.611. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00120240360480600SE +/- 7.76, N = 3SE +/- 21.86, N = 15SE +/- 2.68, N = 15SE +/- 2.25, N = 3SE +/- 1.74, N = 6SE +/- 7.09, N = 3548.33379.91141.93480.79172.16528.671. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00100200300400500Min: 532.86 / Avg: 548.33 / Max: 557.1Min: 151.29 / Avg: 379.91 / Max: 460.12Min: 130.01 / Avg: 141.93 / Max: 170.99Min: 476.57 / Avg: 480.79 / Max: 484.26Min: 166.34 / Avg: 172.16 / Max: 177.36Min: 519.03 / Avg: 528.67 / Max: 542.51. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0070140210280350SE +/- 4.36, N = 3SE +/- 0.20, N = 3SE +/- 1.10, N = 8SE +/- 4.18, N = 3SE +/- 1.28, N = 15SE +/- 30.33, N = 12337.71140.59129.44299.9583.40286.57-O2-O2-O2-O2-O21. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0060120180240300Min: 329.01 / Avg: 337.71 / Max: 342.57Min: 140.32 / Avg: 140.59 / Max: 140.98Min: 125.4 / Avg: 129.44 / Max: 134.34Min: 292.23 / Avg: 299.95 / Max: 306.61Min: 72.48 / Avg: 83.4 / Max: 89.51Min: 62.25 / Avg: 286.57 / Max: 363.91. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00306090120150SE +/- 0.58, N = 15SE +/- 0.58, N = 13SE +/- 0.45, N = 13SE +/- 0.60, N = 15SE +/- 1.07, N = 12SE +/- 0.33, N = 1342.0144.9258.7455.32134.7422.56
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00306090120150Min: 39.43 / Avg: 42.01 / Max: 49.12Min: 43.11 / Avg: 44.92 / Max: 50.84Min: 58.06 / Avg: 58.74 / Max: 64.17Min: 52.95 / Avg: 55.32 / Max: 63.01Min: 130.36 / Avg: 134.74 / Max: 142.34Min: 22.13 / Avg: 22.56 / Max: 26.49

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 CompileAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00130260390520650SE +/- 1.89, N = 3SE +/- 1.99, N = 3SE +/- 3.41, N = 4SE +/- 2.31, N = 3SE +/- 2.26, N = 3SE +/- 1.56, N = 8163.76174.74283.29251.74599.91178.98
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00110220330440550Min: 160.99 / Avg: 163.76 / Max: 167.37Min: 172.31 / Avg: 174.74 / Max: 178.69Min: 276.76 / Avg: 283.29 / Max: 292.78Min: 247.13 / Avg: 251.74 / Max: 254.37Min: 596.97 / Avg: 599.91 / Max: 604.35Min: 172.73 / Avg: 178.98 / Max: 184.92

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00100200300400500SE +/- 1.09, N = 3SE +/- 0.83, N = 3SE +/- 0.16, N = 3SE +/- 0.40, N = 3SE +/- 0.95, N = 3SE +/- 0.18, N = 3111.33118.97194.55189.10469.9493.93
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0080160240320400Min: 110.23 / Avg: 111.33 / Max: 113.5Min: 118.09 / Avg: 118.97 / Max: 120.62Min: 194.23 / Avg: 194.55 / Max: 194.72Min: 188.62 / Avg: 189.1 / Max: 189.89Min: 468.49 / Avg: 469.94 / Max: 471.74Min: 93.59 / Avg: 93.93 / Max: 94.17

oneDNN

This is a test of the Intel oneDNN 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. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-003691215SE +/- 0.02162, N = 3SE +/- 0.28898, N = 15SE +/- 0.43651, N = 15SE +/- 0.00454, N = 3SE +/- 1.08345, N = 15SE +/- 0.02703, N = 83.212049.6832110.222633.281608.700223.17944-O2 - MIN: 2.58-O2 - MIN: 5.56-O2 - MIN: 4.1-O2 - MIN: 3.2-O2 - MIN: 5.33MIN: 2.791. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-003691215Min: 3.17 / Avg: 3.21 / Max: 3.25Min: 9.08 / Avg: 9.68 / Max: 12.42Min: 9.15 / Avg: 10.22 / Max: 14.07Min: 3.28 / Avg: 3.28 / Max: 3.29Min: 6.29 / Avg: 8.7 / Max: 21.7Min: 3.12 / Avg: 3.18 / Max: 3.361. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00246810SE +/- 0.009558, N = 12SE +/- 0.003995, N = 7SE +/- 0.040927, N = 15SE +/- 0.017521, N = 12SE +/- 2.687031, N = 12SE +/- 0.006630, N = 30.3838550.4410121.7635500.4743117.3286200.590467-O2 - MIN: 0.89-O2 - MIN: 1.371. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-003691215Min: 0.35 / Avg: 0.38 / Max: 0.47Min: 0.43 / Avg: 0.44 / Max: 0.46Min: 1.48 / Avg: 1.76 / Max: 2Min: 0.37 / Avg: 0.47 / Max: 0.57Min: 1.87 / Avg: 7.33 / Max: 25.87Min: 0.58 / Avg: 0.59 / Max: 0.61. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00246810SE +/- 0.004961, N = 3SE +/- 0.030825, N = 15SE +/- 0.045752, N = 12SE +/- 0.003751, N = 3SE +/- 1.264069, N = 15SE +/- 0.005696, N = 30.4066861.0319422.4056100.5514676.9247100.676807-O2 - MIN: 1.96-O2 - MIN: 2.21. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-003691215Min: 0.4 / Avg: 0.41 / Max: 0.41Min: 0.92 / Avg: 1.03 / Max: 1.21Min: 2.17 / Avg: 2.41 / Max: 2.78Min: 0.55 / Avg: 0.55 / Max: 0.56Min: 2.61 / Avg: 6.92 / Max: 14.7Min: 0.67 / Avg: 0.68 / Max: 0.691. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-001.34712.69424.04135.38846.7355SE +/- 0.002442, N = 3SE +/- 0.002363, N = 3SE +/- 0.005596, N = 3SE +/- 0.006150, N = 15SE +/- 1.017585, N = 15SE +/- 0.003942, N = 30.4556820.7321302.7362100.6686415.9871200.584701-O2 - MIN: 2.7-O2 - MIN: 3.171. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00246810Min: 0.45 / Avg: 0.46 / Max: 0.46Min: 0.73 / Avg: 0.73 / Max: 0.74Min: 2.73 / Avg: 2.74 / Max: 2.75Min: 0.65 / Avg: 0.67 / Max: 0.71Min: 3.56 / Avg: 5.99 / Max: 15.51Min: 0.58 / Avg: 0.58 / Max: 0.591. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0012002400360048006000SE +/- 25.25, N = 12SE +/- 16.54, N = 15SE +/- 83.42, N = 13SE +/- 4.60, N = 3SE +/- 239.22, N = 15SE +/- 21.40, N = 4875.171314.005524.50744.364793.751733.13-O2 - MIN: 727.38-O2 - MIN: 1140.59-O2 - MIN: 4658.38-O2 - MIN: 2947.39MIN: 1617.71. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0010002000300040005000Min: 755.33 / Avg: 875.17 / Max: 1009.77Min: 1182.01 / Avg: 1314 / Max: 1419.56Min: 4695.81 / Avg: 5524.5 / Max: 5809.29Min: 737.54 / Avg: 744.35 / Max: 753.11Min: 3615.97 / Avg: 4793.75 / Max: 7306.78Min: 1683.42 / Avg: 1733.13 / Max: 1772.671. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-007001400210028003500SE +/- 8.62, N = 15SE +/- 8.13, N = 3SE +/- 113.65, N = 12SE +/- 2.05, N = 3SE +/- 171.94, N = 12SE +/- 13.57, N = 15530.90778.313344.14462.863117.45805.29-O2 - MIN: 458.96-O2 - MIN: 738.78-O2 - MIN: 2662.07-O2 - MIN: 1801.23MIN: 677.261. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-006001200180024003000Min: 476.45 / Avg: 530.9 / Max: 573.73Min: 765.12 / Avg: 778.31 / Max: 793.12Min: 2696.37 / Avg: 3344.14 / Max: 3791.39Min: 458.76 / Avg: 462.86 / Max: 465.01Min: 2151.94 / Avg: 3117.45 / Max: 4105.12Min: 755.42 / Avg: 805.29 / Max: 962.671. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0012002400360048006000SE +/- 102.39, N = 14SE +/- 13.52, N = 15SE +/- 103.35, N = 12SE +/- 3.40, N = 3SE +/- 213.65, N = 12SE +/- 35.80, N = 12962.341287.035539.48746.464449.571698.28-O2 - MIN: 722.13-O2 - MIN: 1149.25-O2 - MIN: 4475.65-O2 - MIN: 2983.77MIN: 1340.211. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0010002000300040005000Min: 741.04 / Avg: 962.34 / Max: 2245.6Min: 1207.12 / Avg: 1287.03 / Max: 1368.08Min: 4586.46 / Avg: 5539.48 / Max: 5795.86Min: 740.76 / Avg: 746.46 / Max: 752.53Min: 3763.3 / Avg: 4449.57 / Max: 6176.99Min: 1426.71 / Avg: 1698.28 / Max: 1827.231. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-007001400210028003500SE +/- 8.80, N = 15SE +/- 5.73, N = 15SE +/- 110.58, N = 12SE +/- 1.52, N = 3SE +/- 215.78, N = 15SE +/- 5.31, N = 14561.77791.463373.88459.583198.07796.96-O2 - MIN: 471.83-O2 - MIN: 718.74-O2 - MIN: 2418.62-O2 - MIN: 1805.4MIN: 675.861. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-006001200180024003000Min: 490.11 / Avg: 561.77 / Max: 612.81Min: 746 / Avg: 791.46 / Max: 823.74Min: 2468.9 / Avg: 3373.88 / Max: 3730.18Min: 457.92 / Avg: 459.58 / Max: 462.62Min: 2374.53 / Avg: 3198.07 / Max: 5398.04Min: 766.45 / Avg: 796.95 / Max: 838.921. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-000.95261.90522.85783.81044.763SE +/- 0.000278, N = 3SE +/- 0.006544, N = 12SE +/- 0.088179, N = 15SE +/- 0.011574, N = 15SE +/- 0.797911, N = 15SE +/- 0.003577, N = 150.2555010.3503471.5127100.3521804.2338200.418593-O2 - MIN: 0.57-O2 - MIN: 1.341. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00246810Min: 0.26 / Avg: 0.26 / Max: 0.26Min: 0.33 / Avg: 0.35 / Max: 0.4Min: 1.1 / Avg: 1.51 / Max: 2.11Min: 0.29 / Avg: 0.35 / Max: 0.43Min: 2.05 / Avg: 4.23 / Max: 12.48Min: 0.39 / Avg: 0.42 / Max: 0.441. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0011002200330044005500SE +/- 14.29, N = 15SE +/- 11.10, N = 15SE +/- 122.64, N = 15SE +/- 4.09, N = 3SE +/- 240.85, N = 12SE +/- 23.42, N = 3843.101294.535355.24753.364495.901769.17-O2 - MIN: 711.66-O2 - MIN: 1179.19-O2 - MIN: 4475.57-O2 - MIN: 736.05-O2 - MIN: 2965.45MIN: 1597.641. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-009001800270036004500Min: 743.86 / Avg: 843.1 / Max: 928.84Min: 1239.94 / Avg: 1294.53 / Max: 1401.9Min: 4515.02 / Avg: 5355.24 / Max: 5891.59Min: 745.42 / Avg: 753.36 / Max: 759.07Min: 3646.58 / Avg: 4495.9 / Max: 6299.03Min: 1722.53 / Avg: 1769.17 / Max: 1796.221. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-007001400210028003500SE +/- 8.06, N = 15SE +/- 6.35, N = 15SE +/- 87.86, N = 15SE +/- 2.64, N = 3SE +/- 133.56, N = 15SE +/- 10.95, N = 3540.19796.823423.15458.202802.87796.36-O2 - MIN: 462.7-O2 - MIN: 726.18-O2 - MIN: 2651.39-O2 - MIN: 1783.32MIN: 702.481. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-006001200180024003000Min: 480.13 / Avg: 540.19 / Max: 601.19Min: 756.99 / Avg: 796.82 / Max: 825.98Min: 2754.22 / Avg: 3423.15 / Max: 3715.83Min: 453.88 / Avg: 458.2 / Max: 463Min: 2209.9 / Avg: 2802.87 / Max: 3882.24Min: 782.42 / Avg: 796.36 / Max: 817.961. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-000.90311.80622.70933.61244.5155SE +/- 0.004912, N = 4SE +/- 0.004967, N = 3SE +/- 0.003421, N = 3SE +/- 0.004555, N = 15SE +/- 0.564166, N = 12SE +/- 0.004673, N = 110.4452230.5247371.1546500.3980054.0139200.635093-O2 - MIN: 1.1-O2 - MIN: 2.031. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00246810Min: 0.43 / Avg: 0.45 / Max: 0.45Min: 0.52 / Avg: 0.52 / Max: 0.53Min: 1.15 / Avg: 1.15 / Max: 1.16Min: 0.37 / Avg: 0.4 / Max: 0.43Min: 2.38 / Avg: 4.01 / Max: 9.34Min: 0.62 / Avg: 0.64 / Max: 0.681. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0020K40K60K80K100KSE +/- 228.72, N = 3SE +/- 166.77, N = 3SE +/- 324.87, N = 3SE +/- 15.23, N = 3SE +/- 85.66, N = 3SE +/- 265.47, N = 359196.5575154.26108606.5071609.0780350.6540244.991. (CXX) g++ options: -O3 -march=native -fopenmp
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0020K40K60K80K100KMin: 58815.6 / Avg: 59196.55 / Max: 59606.33Min: 74919.02 / Avg: 75154.26 / Max: 75476.66Min: 107956.81 / Avg: 108606.5 / Max: 108937.86Min: 71583.8 / Avg: 71609.07 / Max: 71636.45Min: 80186.23 / Avg: 80350.65 / Max: 80474.55Min: 39716.8 / Avg: 40244.99 / Max: 40555.821. (CXX) g++ options: -O3 -march=native -fopenmp

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0040K80K120K160K200KSE +/- 454.05, N = 3SE +/- 476.22, N = 3SE +/- 1191.05, N = 3SE +/- 1475.96, N = 4SE +/- 150.66, N = 3SE +/- 613.86, N = 3104884.29133719.33195702.80130250.45147211.2470673.881. (CXX) g++ options: -O3 -march=native -fopenmp
OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0030K60K90K120K150KMin: 104078.39 / Avg: 104884.29 / Max: 105649.7Min: 132784.52 / Avg: 133719.33 / Max: 134344.66Min: 194234.83 / Avg: 195702.8 / Max: 198061.47Min: 128723.8 / Avg: 130250.45 / Max: 134677.39Min: 147007.98 / Avg: 147211.24 / Max: 147505.5Min: 70055.84 / Avg: 70673.88 / Max: 71901.591. (CXX) g++ options: -O3 -march=native -fopenmp

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing on the CPU with the water_GMX50 data. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v33691215SE +/- 0.009, N = 3SE +/- 0.009, N = 3SE +/- 0.025, N = 15SE +/- 0.003, N = 3SE +/- 0.002, N = 39.0418.4583.2884.8661.2291. (CXX) g++ options: -O2 -pthread -lrt -lpthread -lm
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v33691215Min: 9.03 / Avg: 9.04 / Max: 9.06Min: 8.45 / Avg: 8.46 / Max: 8.48Min: 3.16 / Avg: 3.29 / Max: 3.56Min: 4.86 / Avg: 4.87 / Max: 4.87Min: 1.23 / Avg: 1.23 / Max: 1.231. (CXX) g++ options: -O2 -pthread -lrt -lpthread -lm

Water Benchmark

nodo-00: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: mpirun was unable to launch the specified application as it could not access

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0040K80K120K160K200KSE +/- 2854.14, N = 15SE +/- 1151.94, N = 15SE +/- 1151.23, N = 15SE +/- 698.77, N = 3SE +/- 987.91, N = 3SE +/- 537.48, N = 1566320.474885.495206.273517.3175485.046640.4
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0030K60K90K120K150KMin: 48475.2 / Avg: 66320.38 / Max: 78669Min: 69961.9 / Avg: 74885.4 / Max: 83330.7Min: 89835.2 / Avg: 95206.24 / Max: 105138Min: 72138.1 / Avg: 73517.33 / Max: 74402.2Min: 173825 / Avg: 175485 / Max: 177243Min: 44050.5 / Avg: 46640.39 / Max: 50323.6

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: SqueezeNetV1.0Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0048121620SE +/- 0.113, N = 15SE +/- 0.657, N = 12SE +/- 0.162, N = 12SE +/- 0.058, N = 3SE +/- 0.246, N = 12SE +/- 0.097, N = 38.22414.13617.1948.2268.9768.801-O2 - MIN: 5.66 / MAX: 54.17-O2 - MIN: 10.98 / MAX: 78.48-O2 - MIN: 15.74 / MAX: 54.06-O2 - MIN: 7.29 / MAX: 23.89-O2 - MIN: 6.66 / MAX: 318.77MIN: 7.66 / MAX: 20.671. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: SqueezeNetV1.0Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0048121620Min: 7.01 / Avg: 8.22 / Max: 8.85Min: 11.71 / Avg: 14.14 / Max: 19.71Min: 16.2 / Avg: 17.19 / Max: 18.03Min: 8.12 / Avg: 8.23 / Max: 8.31Min: 8.02 / Avg: 8.98 / Max: 10.63Min: 8.68 / Avg: 8.8 / Max: 8.991. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: resnet-v2-50Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-001428425670SE +/- 0.25, N = 15SE +/- 1.18, N = 12SE +/- 1.07, N = 12SE +/- 0.12, N = 3SE +/- 0.34, N = 12SE +/- 0.58, N = 329.0952.5362.4529.0131.5032.33-O2 - MIN: 25.79 / MAX: 252.29-O2 - MIN: 41.27 / MAX: 326.88-O2 - MIN: 54.15 / MAX: 188.44-O2 - MIN: 27.94 / MAX: 76.84-O2 - MIN: 25.12 / MAX: 279.16MIN: 26.46 / MAX: 86.851. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: resnet-v2-50Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-001224364860Min: 27.82 / Avg: 29.09 / Max: 31.32Min: 44.92 / Avg: 52.53 / Max: 56.92Min: 55.26 / Avg: 62.45 / Max: 68.96Min: 28.76 / Avg: 29.01 / Max: 29.17Min: 28.95 / Avg: 31.5 / Max: 32.89Min: 31.2 / Avg: 32.33 / Max: 33.11. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: inception-v3Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0020406080100SE +/- 0.24, N = 15SE +/- 0.95, N = 12SE +/- 0.96, N = 12SE +/- 0.32, N = 3SE +/- 1.56, N = 12SE +/- 0.23, N = 334.7155.3676.8035.6740.5932.01-O2 - MIN: 31.09 / MAX: 427.77-O2 - MIN: 47.56 / MAX: 509.74-O2 - MIN: 69.85 / MAX: 676.14-O2 - MIN: 34.52 / MAX: 128.55-O2 - MIN: 29.94 / MAX: 479.23MIN: 29.53 / MAX: 106.751. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: inception-v3Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-001530456075Min: 33.47 / Avg: 34.71 / Max: 36.67Min: 50 / Avg: 55.36 / Max: 62.27Min: 71.21 / Avg: 76.8 / Max: 81.76Min: 35.14 / Avg: 35.67 / Max: 36.24Min: 35.98 / Avg: 40.59 / Max: 57.04Min: 31.59 / Avg: 32.01 / Max: 32.371. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0090180270360450SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.39, N = 3SE +/- 0.22, N = 3272.61323.62420.05398.40335.41269.32-O2 - MIN: 272.1 / MAX: 273.5-O2 - MIN: 322.04 / MAX: 326.05-O2 - MIN: 418.9 / MAX: 430.09-O2 - MIN: 398 / MAX: 399.03-O2 - MIN: 329.82 / MAX: 368.39-O3 - MIN: 268.87 / MAX: 269.931. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-0070140210280350Min: 272.47 / Avg: 272.61 / Max: 272.91Min: 323.35 / Avg: 323.62 / Max: 323.97Min: 419.85 / Avg: 420.05 / Max: 420.37Min: 398.3 / Avg: 398.4 / Max: 398.5Min: 334.98 / Avg: 335.41 / Max: 336.19Min: 269.02 / Avg: 269.32 / Max: 269.741. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -rdynamic -ldl

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-001020304050SE +/- 0.39, N = 3SE +/- 0.21, N = 3SE +/- 0.21, N = 15SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 338.3925.5719.8841.5418.1242.58
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00918273645Min: 37.7 / Avg: 38.39 / Max: 39.06Min: 25.32 / Avg: 25.57 / Max: 25.98Min: 18.51 / Avg: 19.88 / Max: 21.43Min: 41.2 / Avg: 41.54 / Max: 41.95Min: 18.09 / Avg: 18.12 / Max: 18.18Min: 42.22 / Avg: 42.58 / Max: 42.86

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00918273645SE +/- 0.42, N = 4SE +/- 0.31, N = 15SE +/- 0.21, N = 12SE +/- 0.19, N = 3SE +/- 0.18, N = 4SE +/- 0.19, N = 334.5323.1215.9734.6614.8037.50
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00816243240Min: 33.43 / Avg: 34.53 / Max: 35.48Min: 20.74 / Avg: 23.12 / Max: 25.41Min: 14.37 / Avg: 15.97 / Max: 16.97Min: 34.38 / Avg: 34.66 / Max: 35.03Min: 14.32 / Avg: 14.8 / Max: 15.11Min: 37.31 / Avg: 37.5 / Max: 37.89

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-00246810SE +/- 0.16, N = 9SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 96.275.604.804.914.488.61
OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168Azure H - Xeon E5-2667 v3nodo-003691215Min: 6.01 / Avg: 6.27 / Max: 7.53Min: 5.56 / Avg: 5.6 / Max: 5.65Min: 4.77 / Avg: 4.8 / Max: 4.83Min: 4.89 / Avg: 4.91 / Max: 4.92Min: 4.45 / Avg: 4.48 / Max: 4.5Min: 8.11 / Avg: 8.61 / Max: 8.86

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8 - Decompression Speednodo-009001800270036004500SE +/- 21.75, N = 34012.11. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19, Long Mode - Compression Speednodo-001020304050SE +/- 1.22, N = 1446.01. (CC) gcc options: -O3 -pthread -lz

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: MobileNetV2_224nodo-00246810SE +/- 0.719, N = 36.935MIN: 4.35 / MAX: 20.651. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: mobilenet-v1-1.0nodo-001.10482.20963.31444.41925.524SE +/- 0.203, N = 34.910MIN: 4.4 / MAX: 9.141. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

67 Results Shown

QuantLib
High Performance Conjugate Gradient
NAS Parallel Benchmarks
CloverLeaf
Rodinia:
  OpenMP LavaMD
  OpenMP HotSpot3D
NAMD
Pennant:
  sedovbig
  leblancbig
Xcompact3d Incompact3d
LULESH
GNU GMP GMPbench
Zstd Compression:
  8 - Compression Speed
  19 - Compression Speed
  19 - Decompression Speed
  8, Long Mode - Compression Speed
  8, Long Mode - Decompression Speed
  19, Long Mode - Decompression Speed
Botan:
  KASUMI
  KASUMI - Decrypt
  AES-256
  AES-256 - Decrypt
  Twofish
  Twofish - Decrypt
  Blowfish
  Blowfish - Decrypt
  CAST-256
  CAST-256 - Decrypt
  ChaCha20Poly1305
  ChaCha20Poly1305 - Decrypt
SVT-AV1:
  Enc Mode 0 - 1080p
  Enc Mode 4 - 1080p
  Enc Mode 8 - 1080p
SVT-HEVC:
  1 - Bosphorus 1080p
  7 - Bosphorus 1080p
  10 - Bosphorus 1080p
SVT-VP9
Timed Linux Kernel Compilation
Timed LLVM Compilation
Timed Node.js Compilation
oneDNN:
  IP Shapes 3D - f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
FinanceBench:
  Repo OpenMP
  Bonds OpenMP
GROMACS
TensorFlow Lite
Mobile Neural Network:
  SqueezeNetV1.0
  resnet-v2-50
  inception-v3
TNN
PlaidML:
  No - Inference - VGG16 - CPU
  No - Inference - VGG19 - CPU
  No - Inference - ResNet 50 - CPU
Zstd Compression:
  8 - Decompression Speed
  19, Long Mode - Compression Speed
Mobile Neural Network:
  MobileNetV2_224
  mobilenet-v1-1.0

Azure HBv3 - EPYC 7V13

Processor: 2 x AMD EPYC 7V13 64-Core (120 Cores), Motherboard: Microsoft Virtual Machine (Hyper-V UEFI v4.1 BIOS), Memory: 442GB, Disk: 2 x 960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Disk, Graphics: hyperv_fb

OS: CentOS Linux 8, Kernel: 4.18.0-147.8.1.el8_1.x86_64 (x86_64), Compiler: GCC 8.3.1 20190507, File-System: nfs, Screen Resolution: 1152x864, System Layer: microsoft

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: CPU Microcode: 0xffffffff
Python Notes: Python 3.6.8
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected

Testing initiated at 9 April 2021 13:28 by user .

Azure HBv2 - EPYC 7V12

Processor: 2 x AMD EPYC 7V12 64-Core (120 Cores), Motherboard: Microsoft Virtual Machine (Hyper-V UEFI v4.0 BIOS), Memory: 450GB, Disk: 960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Disk, Graphics: hyperv_fb

OS: CentOS Linux 8, Kernel: 4.18.0-147.8.1.el8_1.x86_64 (x86_64), Compiler: GCC 8.3.1 20190507, File-System: nfs, Screen Resolution: 1152x864, System Layer: microsoft

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: CPU Microcode: 0xffffffff
Python Notes: Python 3.6.8
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 generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected

Testing initiated at 10 April 2021 10:15 by user .

Azure HBv1 - EPYC 7551

Processor: 2 x AMD EPYC 7551 32-Core (60 Cores), Motherboard: Microsoft Virtual Machine (Hyper-V UEFI v4.0 BIOS), Memory: 226GB, Disk: 32GB Virtual Disk + 752GB Virtual Disk, Graphics: hyperv_fb

OS: CentOS Linux 8, Kernel: 4.18.0-147.8.1.el8_1.x86_64 (x86_64), Compiler: GCC 8.3.1 20190507, File-System: nfs, Screen Resolution: 1152x864, System Layer: microsoft

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: CPU Microcode: 0xffffffff
Python Notes: Python 3.6.8
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 generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected

Testing initiated at 11 April 2021 11:20 by user .

Azure HC - Xeon 8168

Processor: 2 x Intel Xeon Platinum 8168 (44 Cores), Motherboard: Microsoft Virtual Machine (Hyper-V UEFI v4.0 BIOS), Memory: 348GB, Disk: 32GB Virtual Disk + 752GB Virtual Disk, Graphics: hyperv_fb

OS: CentOS Linux 8, Kernel: 4.18.0-147.8.1.el8_1.x86_64 (x86_64), Compiler: GCC 8.3.1 20190507, File-System: nfs, Screen Resolution: 1152x864, System Layer: microsoft

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: CPU Microcode: 0xffffffff
Python Notes: Python 3.6.8
Security Notes: itlb_multihit: vulnerable + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Mitigation of Clear buffers; SMT Host state unknown

Testing initiated at 12 April 2021 00:47 by user .

Azure H - Xeon E5-2667 v3

Processor: 2 x Intel Xeon E5-2667 v3 (16 Cores), Motherboard: Microsoft Virtual Machine v7.0 (090007 BIOS), Chipset: Intel 440BX/ZX/DX, Memory: 222GB, Disk: 32GB Virtual Disk + 2199GB Virtual Disk, Graphics: Microsoft Hyper-V virtual VGA

OS: CentOS Linux 8, Kernel: 4.18.0-147.8.1.el8_1.x86_64 (x86_64), Compiler: GCC 8.3.1 20190507, File-System: nfs, Screen Resolution: 1152x864, System Layer: Microsoft Hyper-V Server

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --build=x86_64-redhat-linux --disable-libmpx --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-gcc-major-version-only --with-isl --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver
Processor Notes: CPU Microcode: 0xffffffff
Python Notes: Python 3.6.8
Security Notes: itlb_multihit: vulnerable + l1tf: Mitigation of PTE Inversion + mds: Mitigation of Clear buffers; SMT Host state unknown + meltdown: Mitigation of PTI + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full generic retpoline STIBP: disabled RSB filling + tsx_async_abort: Not affected

Testing initiated at 14 April 2021 00:04 by user .

nodo-00

Processor: 2 x Intel Xeon E5620 @ 2.53GHz (8 Cores / 16 Threads), Motherboard: IBM 94Y8600 (-[P9E165BUS-1.29] BIOS), Memory: 96GB, Disk: 4 x 17592GB 1746 FAStT + 300GB MBF2300RC + 300GB HUC106030CSS60, Graphics: mgag200drmfb

OS: Ubuntu 20.04.4 LTS, Kernel: 5.10.0-21-amd64 (x86_64), Compiler: GCC 9.4.0, File-System: xfs, Screen Resolution: 1024x768, System Layer: docker

Kernel Notes: Transparent Huge Pages: always
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=/build/gcc-9-Av3uEd/gcc-9-9.4.0/debian/tmp-nvptx/usr,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: CPU Microcode: 0xa001173
Python Notes: Python 3.8.10
Security Notes: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 16 July 2023 03:48 by user root.