Microsoft Azure EPYC 7003 HBv3 Benchmarks

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

HTML result view exported from: https://openbenchmarking.org/result/2104126-PTS-MSAZURE208&gru&sor.

Microsoft Azure EPYC 7003 HBv3 BenchmarksProcessorMotherboardMemoryDiskGraphicsOSKernelCompilerFile-SystemScreen ResolutionSystem LayerAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 81682 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)348GBOpenBenchmarking.orgKernel Details- Transparent Huge Pages: alwaysCompiler Details- --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 Details- CPU Microcode: 0xffffffffPython Details- Python 3.6.8Security 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

Microsoft Azure EPYC 7003 HBv3 Benchmarksplaidml: No - Inference - VGG16 - CPUplaidml: No - Inference - VGG19 - CPUplaidml: No - Inference - ResNet 50 - CPUsvt-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 1080phpcg: 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 Speedquantlib: botan: KASUMIbotan: KASUMI - Decryptbotan: AES-256botan: AES-256 - Decryptbotan: Twofishbotan: Twofish - Decryptbotan: Blowfishbotan: Blowfish - Decryptbotan: CAST-256botan: CAST-256 - Decryptbotan: ChaCha20Poly1305botan: ChaCha20Poly1305 - Decryptgromacs: Water Benchmarknpb: LU.Clulesh: namd: ATPase Simulation - 327,506 Atomspennant: sedovbigpennant: leblancbigtensorflow-lite: SqueezeNetonednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - 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 OpenMPmnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: inception-v3tnn: CPU - SqueezeNet v1.1cloverleaf: Lagrangian-Eulerian Hydrodynamicsrodinia: OpenMP LavaMDrodinia: OpenMP HotSpot3Dincompact3d: X3D-benchmarking input.i3dmafft: Multiple Sequence Alignment - LSU RNAbuild-linux-kernel: Time To Compilebuild-llvm: Time To Compilebuild-nodejs: Time To CompileAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 816838.3934.536.270.16112.27594.02845.39378.01548.33337.7139.06204893.43184.278.23717.5771.94256.83727.52299.387.48084.0595412.1315407.477346.319345.776424.738425.158133.691133.665667.765658.3709.04156682.8241636.6030.275665.8334193.33720166320.40.8813073.212040.3838559.504451.581820.4066860.455682875.166530.898962.336561.7730.255501843.103540.1940.44522359196.546875104884.2942718.22429.08634.710272.61416.6637.80382.489287.59950814.32642.008163.760111.32725.5723.125.600.1249.51278.10436.12166.90379.91140.5937.26864155.52653.169.52631.0588.03037.52674.21725.273.17571.1013934.4013938.444280.902283.257348.425349.147113.600113.724615.795610.8618.45853829.3434803.5390.300566.0264493.48650374885.41.124849.683210.44101212.10511.595571.0319420.7321301314.00778.3051287.03791.4600.3503471294.53796.8160.52473775154.257813133719.32812514.13652.53355.356323.61523.7839.198107.976318.90500916.06444.922174.743118.96919.8815.974.800.0764.66940.14621.12119.20141.93129.4430.43143021.3920.148.52005.4468.82339.62019.31251.757.95055.9803144.3133151.228217.312218.034273.039272.73388.54588.555303.243300.1783.28825304.1919011.4580.7094715.5289910.3376495206.21.8783410.222631.763557.915693.940772.405612.736215524.503344.145539.483373.881.512715355.243423.151.15465108606.502604195702.79687517.19462.44676.799420.04725.0090.175145.569455.81237822.06758.738283.291194.55041.5434.664.910.1117.62157.37723.87256.28480.79299.9526.03814196.51188.276.31903.9649.32350.21991.31812.976.14974.2873155.3913159.852293.551294.381367.942365.547116.630116.573633.217626.9194.86620846.5900.5256923.8712610.5292073517.30.9310733.281600.4743112.679141.211810.5514670.668641744.355462.855746.464459.5760.352180753.356458.2010.39800571609.065104130250.4492198.22629.00635.673398.40420.1994.119115.832507.29597015.62755.324251.744189.096OpenBenchmarking.org

PlaidML

FP16: No - Mode: Inference - Network: VGG16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: CPUAzure HC - Xeon 8168Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551918273645SE +/- 0.22, N = 3SE +/- 0.39, N = 3SE +/- 0.21, N = 3SE +/- 0.21, N = 1541.5438.3925.5719.88

PlaidML

FP16: No - Mode: Inference - Network: VGG19 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: CPUAzure HC - Xeon 8168Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551816243240SE +/- 0.19, N = 3SE +/- 0.42, N = 4SE +/- 0.31, N = 15SE +/- 0.21, N = 1234.6634.5323.1215.97

PlaidML

FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 7551246810SE +/- 0.16, N = 9SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 36.275.604.914.80

SVT-AV1

Encoder Mode: Enc Mode 0 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75510.03620.07240.10860.14480.181SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1610.1240.1110.0761. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

SVT-AV1

Encoder Mode: Enc Mode 4 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75513691215SE +/- 0.031, N = 3SE +/- 0.218, N = 15SE +/- 0.023, N = 3SE +/- 0.034, N = 1112.2759.5127.6214.6691. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

SVT-AV1

Encoder Mode: Enc Mode 8 - Input: 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 755120406080100SE +/- 0.34, N = 3SE +/- 0.65, N = 3SE +/- 0.24, N = 3SE +/- 0.54, N = 1294.0378.1057.3840.151. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

SVT-HEVC

Tuning: 1 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75511020304050SE +/- 0.60, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 345.3936.1223.8721.121. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt

SVT-HEVC

Tuning: 7 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755180160240320400SE +/- 4.22, N = 3SE +/- 1.61, N = 3SE +/- 6.53, N = 12SE +/- 1.15, N = 3378.01256.28166.90119.201. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt

SVT-HEVC

Tuning: 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551120240360480600SE +/- 7.76, N = 3SE +/- 2.25, N = 3SE +/- 21.86, N = 15SE +/- 2.68, N = 15548.33480.79379.91141.931. (CC) gcc options: -fPIE -fPIC -O2 -O3 -pie -rdynamic -lpthread -lrt

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755170140210280350SE +/- 4.36, N = 3SE +/- 4.18, N = 3SE +/- 0.20, N = 3SE +/- 1.10, N = 8337.71299.95140.59129.441. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -O2 -pie -rdynamic -lpthread -lrt -lm

High Performance Conjugate Gradient

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168918273645SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 339.0637.2730.4326.041. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -fexceptions -pthread -lmpi_cxx -lmpi

GNU GMP GMPbench

Total Time

OpenBenchmarking.orgGMPbench Score, More Is BetterGNU GMP GMPbench 6.2.1Total TimeAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551100020003000400050004893.44196.54155.53021.31. (CC) gcc options: -O3 -fomit-frame-pointer -lm

Zstd Compression

Compression Level: 8 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8 - Compression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75517001400210028003500SE +/- 45.10, N = 3SE +/- 33.03, N = 15SE +/- 6.93, N = 3SE +/- 6.06, N = 33184.22653.11188.2920.11. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 19 - Compression SpeedAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755120406080100SE +/- 0.71, N = 15SE +/- 1.01, N = 15SE +/- 1.18, N = 15SE +/- 0.83, N = 1578.276.369.548.51. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19 - Decompression Speed

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 81688001600240032004000SE +/- 6.14, N = 15SE +/- 1.17, N = 15SE +/- 0.66, N = 15SE +/- 2.22, N = 153717.52631.02005.41903.91. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 8, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Compression SpeedAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551170340510680850SE +/- 6.99, N = 7SE +/- 6.29, N = 3SE +/- 0.81, N = 3SE +/- 3.02, N = 15771.9649.3588.0468.81. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 8, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.4.9Compression Level: 8, Long Mode - Decompression SpeedAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75519001800270036004500SE +/- 4.89, N = 7SE +/- 4.57, N = 3SE +/- 2.50, N = 3SE +/- 1.19, N = 154256.83037.52350.22339.61. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

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 81688001600240032004000SE +/- 12.70, N = 15SE +/- 2.70, N = 15SE +/- 0.32, N = 12SE +/- 2.46, N = 153727.52674.22019.31991.31. (CC) gcc options: -O3 -pthread -lz -llzma

QuantLib

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21Azure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 75515001000150020002500SE +/- 4.80, N = 3SE +/- 7.80, N = 3SE +/- 0.77, N = 3SE +/- 1.79, N = 32299.31812.91725.21251.71. (CXX) g++ options: -O3 -march=native -O2 -rdynamic -lboost_timer -lboost_system -lboost_chrono

Botan

Test: KASUMI

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMIAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755120406080100SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 387.4876.1573.1857.951. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: KASUMI - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - DecryptAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755120406080100SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 384.0674.2971.1055.981. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: AES-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 755112002400360048006000SE +/- 3.73, N = 3SE +/- 2.68, N = 3SE +/- 0.18, N = 3SE +/- 16.79, N = 35412.133934.403155.393144.311. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: AES-256 - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256 - DecryptAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 755112002400360048006000SE +/- 7.85, N = 3SE +/- 3.26, N = 3SE +/- 0.03, N = 3SE +/- 1.16, N = 35407.483938.443159.853151.231. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: Twofish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: TwofishAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755180160240320400SE +/- 1.10, N = 3SE +/- 0.20, N = 3SE +/- 0.15, N = 3SE +/- 2.54, N = 4346.32293.55280.90217.311. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: Twofish - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - DecryptAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755180160240320400SE +/- 0.77, N = 3SE +/- 0.13, N = 3SE +/- 0.22, N = 3SE +/- 2.43, N = 4345.78294.38283.26218.031. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: Blowfish

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: BlowfishAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755190180270360450SE +/- 0.47, N = 3SE +/- 0.10, N = 3SE +/- 0.42, N = 3SE +/- 0.10, N = 3424.74367.94348.43273.041. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: Blowfish - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - DecryptAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755190180270360450SE +/- 0.42, N = 3SE +/- 0.12, N = 3SE +/- 0.56, N = 3SE +/- 0.08, N = 3425.16365.55349.15272.731. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: CAST-256

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256Azure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551306090120150SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3133.69116.63113.6088.551. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: CAST-256 - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - DecryptAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551306090120150SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 2133.67116.57113.7288.561. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: ChaCha20Poly1305

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305Azure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551140280420560700SE +/- 0.27, N = 3SE +/- 0.30, N = 3SE +/- 0.90, N = 3SE +/- 1.39, N = 3667.77633.22615.80303.241. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Botan

Test: ChaCha20Poly1305 - Decrypt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - DecryptAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551140280420560700SE +/- 0.06, N = 3SE +/- 0.55, N = 3SE +/- 0.78, N = 3SE +/- 1.37, N = 3658.37626.92610.86300.181. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

GROMACS

Water Benchmark

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2020.3Water BenchmarkAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75513691215SE +/- 0.009, N = 3SE +/- 0.009, N = 3SE +/- 0.003, N = 3SE +/- 0.025, N = 159.0418.4584.8663.2881. (CXX) g++ options: -O2 -pthread -lrt -lpthread -lm

NAS Parallel Benchmarks

Test / Class: LU.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.CAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755112K24K36K48K60KSE +/- 428.57, N = 14SE +/- 21.24, N = 3SE +/- 114.01, N = 356682.8253829.3425304.191. (F9X) gfortran options: -O3 -march=native -fexceptions -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

LULESH

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75519K18K27K36K45KSE +/- 476.10, N = 3SE +/- 44.77, N = 3SE +/- 25.50, N = 3SE +/- 81.47, N = 341636.6034803.5420846.5919011.461. (CXX) g++ options: -O3 -fopenmp -lm -fexceptions -pthread -lmpi_cxx -lmpi

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75510.15960.31920.47880.63840.798SE +/- 0.00027, N = 3SE +/- 0.00059, N = 3SE +/- 0.00126, N = 3SE +/- 0.00507, N = 30.275660.300560.525690.70947

Pennant

Test: sedovbig

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: sedovbigAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168612182430SE +/- 0.003905, N = 3SE +/- 0.012548, N = 3SE +/- 0.085157, N = 3SE +/- 0.048781, N = 35.8334196.02644915.52899023.8712601. (CXX) g++ options: -fopenmp -fexceptions -pthread -lmpi_cxx -lmpi

Pennant

Test: leblancbig

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: leblancbigAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 81683691215SE +/- 0.017738, N = 3SE +/- 0.009939, N = 3SE +/- 0.027196, N = 3SE +/- 0.037598, N = 33.3372013.48650310.33764010.5292001. (CXX) g++ options: -fopenmp -fexceptions -pthread -lmpi_cxx -lmpi

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNetAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755120K40K60K80K100KSE +/- 2854.14, N = 15SE +/- 698.77, N = 3SE +/- 1151.94, N = 15SE +/- 1151.23, N = 1566320.473517.374885.495206.2

oneDNN

Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 75510.42260.84521.26781.69042.113SE +/- 0.012358, N = 3SE +/- 0.008475, N = 3SE +/- 0.011740, N = 15SE +/- 0.021017, N = 30.8813070.9310731.1248401.878340MIN: 0.76MIN: 0.87MIN: 1.01MIN: 1.751. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 75513691215SE +/- 0.02162, N = 3SE +/- 0.00454, N = 3SE +/- 0.28898, N = 15SE +/- 0.43651, N = 153.212043.281609.6832110.22263MIN: 2.58MIN: 3.2MIN: 5.56MIN: 4.11. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75510.39680.79361.19041.58721.984SE +/- 0.009558, N = 12SE +/- 0.003995, N = 7SE +/- 0.017521, N = 12SE +/- 0.040927, N = 150.3838550.4410120.4743111.763550MIN: 0.32MIN: 0.4MIN: 0.34MIN: 0.891. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUAzure HC - Xeon 8168Azure HBv1 - EPYC 7551Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V123691215SE +/- 0.01628, N = 3SE +/- 0.06125, N = 3SE +/- 0.09389, N = 3SE +/- 0.11811, N = 62.679147.915699.5044512.10510MIN: 2MIN: 5.11MIN: 4.19MIN: 5.81. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUAzure HC - Xeon 8168Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 75510.88671.77342.66013.54684.4335SE +/- 0.00120, N = 3SE +/- 0.00509, N = 3SE +/- 0.01470, N = 3SE +/- 0.00862, N = 31.211811.581821.595573.94077MIN: 1.18MIN: 1.49MIN: 1.5MIN: 3.871. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 75510.54131.08261.62392.16522.7065SE +/- 0.004961, N = 3SE +/- 0.003751, N = 3SE +/- 0.030825, N = 15SE +/- 0.045752, N = 120.4066860.5514671.0319422.405610MIN: 0.51MIN: 0.83MIN: 1.961. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 75510.61561.23121.84682.46243.078SE +/- 0.002442, N = 3SE +/- 0.006150, N = 15SE +/- 0.002363, N = 3SE +/- 0.005596, N = 30.4556820.6686410.7321302.736210MIN: 0.63MIN: 0.65MIN: 2.71. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUAzure HC - Xeon 8168Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755112002400360048006000SE +/- 4.60, N = 3SE +/- 25.25, N = 12SE +/- 16.54, N = 15SE +/- 83.42, N = 13744.36875.171314.005524.50MIN: 727.38MIN: 1140.59MIN: 4658.381. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUAzure HC - Xeon 8168Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 75517001400210028003500SE +/- 2.05, N = 3SE +/- 8.62, N = 15SE +/- 8.13, N = 3SE +/- 113.65, N = 12462.86530.90778.313344.14MIN: 450.78MIN: 458.96MIN: 738.78MIN: 2662.071. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUAzure HC - Xeon 8168Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755112002400360048006000SE +/- 3.40, N = 3SE +/- 102.39, N = 14SE +/- 13.52, N = 15SE +/- 103.35, N = 12746.46962.341287.035539.48MIN: 722.13MIN: 1149.25MIN: 4475.651. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUAzure HC - Xeon 8168Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 75517001400210028003500SE +/- 1.52, N = 3SE +/- 8.80, N = 15SE +/- 5.73, N = 15SE +/- 110.58, N = 12459.58561.77791.463373.88MIN: 450.73MIN: 471.83MIN: 718.74MIN: 2418.621. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75510.34040.68081.02121.36161.702SE +/- 0.000278, N = 3SE +/- 0.006544, N = 12SE +/- 0.011574, N = 15SE +/- 0.088179, N = 150.2555010.3503470.3521801.512710MIN: 0.3MIN: 0.27MIN: 0.571. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUAzure HC - Xeon 8168Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755111002200330044005500SE +/- 4.09, N = 3SE +/- 14.29, N = 15SE +/- 11.10, N = 15SE +/- 122.64, N = 15753.36843.101294.535355.24MIN: 736.05MIN: 711.66MIN: 1179.19MIN: 4475.571. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUAzure HC - Xeon 8168Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 75517001400210028003500SE +/- 2.64, N = 3SE +/- 8.06, N = 15SE +/- 6.35, N = 15SE +/- 87.86, N = 15458.20540.19796.823423.15MIN: 447.82MIN: 462.7MIN: 726.18MIN: 2651.391. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

oneDNN

Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUAzure HC - Xeon 8168Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 75510.25980.51960.77941.03921.299SE +/- 0.004555, N = 15SE +/- 0.004912, N = 4SE +/- 0.004967, N = 3SE +/- 0.003421, N = 30.3980050.4452230.5247371.154650MIN: 0.31MIN: 0.39MIN: 0.48MIN: 1.11. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp -msse4.1 -fPIC -O2 -pie -lpthread -ldl

FinanceBench

Benchmark: Repo OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755120K40K60K80K100KSE +/- 228.72, N = 3SE +/- 15.23, N = 3SE +/- 166.77, N = 3SE +/- 324.87, N = 359196.5571609.0775154.26108606.501. (CXX) g++ options: -O3 -march=native -fopenmp

FinanceBench

Benchmark: Bonds OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755140K80K120K160K200KSE +/- 454.05, N = 3SE +/- 1475.96, N = 4SE +/- 476.22, N = 3SE +/- 1191.05, N = 3104884.29130250.45133719.33195702.801. (CXX) g++ options: -O3 -march=native -fopenmp

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: SqueezeNetV1.0Azure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755148121620SE +/- 0.113, N = 15SE +/- 0.058, N = 3SE +/- 0.657, N = 12SE +/- 0.162, N = 128.2248.22614.13617.194MIN: 5.66 / MAX: 54.17MIN: 7.29 / MAX: 23.89MIN: 10.98 / MAX: 78.48MIN: 15.74 / MAX: 54.061. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -O2 -rdynamic -pthread -ldl

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: resnet-v2-50Azure HC - Xeon 8168Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 75511428425670SE +/- 0.12, N = 3SE +/- 0.25, N = 15SE +/- 1.18, N = 12SE +/- 1.07, N = 1229.0129.0952.5362.45MIN: 27.94 / MAX: 76.84MIN: 25.79 / MAX: 252.29MIN: 41.27 / MAX: 326.88MIN: 54.15 / MAX: 188.441. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -O2 -rdynamic -pthread -ldl

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.3Model: inception-v3Azure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 755120406080100SE +/- 0.24, N = 15SE +/- 0.32, N = 3SE +/- 0.95, N = 12SE +/- 0.96, N = 1234.7135.6755.3676.80MIN: 31.09 / MAX: 427.77MIN: 34.52 / MAX: 128.55MIN: 47.56 / MAX: 509.74MIN: 69.85 / MAX: 676.141. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -O2 -rdynamic -pthread -ldl

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1Azure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 755190180270360450SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.16, N = 3272.61323.62398.40420.05MIN: 272.1 / MAX: 273.5MIN: 322.04 / MAX: 326.05MIN: 398 / MAX: 399.03MIN: 418.9 / MAX: 430.091. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O2 -rdynamic -ldl

CloverLeaf

Lagrangian-Eulerian Hydrodynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian HydrodynamicsAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551612182430SE +/- 0.83, N = 15SE +/- 0.26, N = 3SE +/- 0.45, N = 12SE +/- 0.11, N = 316.6620.1923.7825.001. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

Rodinia

Test: OpenMP LavaMD

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 816820406080100SE +/- 0.23, N = 3SE +/- 0.20, N = 3SE +/- 0.39, N = 3SE +/- 0.02, N = 337.8039.2090.1894.121. (CXX) g++ options: -O2 -lOpenCL

Rodinia

Test: OpenMP HotSpot3D

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP HotSpot3DAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 7551306090120150SE +/- 1.18, N = 15SE +/- 0.89, N = 3SE +/- 0.21, N = 3SE +/- 1.35, N = 382.49107.98115.83145.571. (CXX) g++ options: -O2 -lOpenCL

Xcompact3d Incompact3d

Input: X3D-benchmarking input.i3d

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551Azure HC - Xeon 8168110220330440550SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 2.96, N = 3SE +/- 7.11, N = 3287.60318.91455.81507.301. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -fexceptions -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

Timed MAFFT Alignment

Multiple Sequence Alignment - LSU RNA

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MAFFT Alignment 7.471Multiple Sequence Alignment - LSU RNAAzure HBv3 - EPYC 7V13Azure HC - Xeon 8168Azure HBv2 - EPYC 7V12Azure HBv1 - EPYC 7551510152025SE +/- 0.10, N = 15SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.24, N = 314.3315.6316.0622.071. (CC) gcc options: -std=c99 -O3 -lm -lpthread

Timed Linux Kernel Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.10.20Time To CompileAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75511326395265SE +/- 0.58, N = 15SE +/- 0.58, N = 13SE +/- 0.60, N = 15SE +/- 0.45, N = 1342.0144.9255.3258.74

Timed LLVM Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 10.0Time To CompileAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 755160120180240300SE +/- 1.89, N = 3SE +/- 1.99, N = 3SE +/- 2.31, N = 3SE +/- 3.41, N = 4163.76174.74251.74283.29

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 15.11Time To CompileAzure HBv3 - EPYC 7V13Azure HBv2 - EPYC 7V12Azure HC - Xeon 8168Azure HBv1 - EPYC 75514080120160200SE +/- 1.09, N = 3SE +/- 0.83, N = 3SE +/- 0.40, N = 3SE +/- 0.16, N = 3111.33118.97189.10194.55

Phoronix Test Suite v10.8.4