AMD EPYC 9005 Turin vs. NVIDIA GH200 Grace CPU Performance Benchmarks

Benchmarks by Michael Larabel for a future article.

HTML result view exported from: https://openbenchmarking.org/result/2411074-NE-MERGE254331.

AMD EPYC 9005 Turin vs. NVIDIA GH200 Grace CPU Performance BenchmarksProcessorMotherboardMemoryDiskGraphicsNetworkChipsetOSKernelDisplay DriverOpenCLCompilerFile-SystemScreen ResolutionNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755ARMv8 Neoverse-V2 @ 3.47GHz (72 Cores)Pegatron JIMBO P4352 (00022432 BIOS)1 x 480GB LPDDR5-6400MT/s NVIDIA 699-2G530-0236-RC11000GB CT1000T700SSD3NVIDIA GH200 144G HBM3e 143GB2 x Intel X550Ubuntu 24.046.8.0-47-generic-64k (aarch64)NVIDIAOpenCL 3.0 CUDA 12.6.65GCC 13.2.0 + CUDA 11.8ext41920x1200AMD EPYC 9575F 64-Core @ 3.30GHz (64 Cores / 128 Threads)AMD VOLCANO (RVOT1000D BIOS)AMD Device 153a12 x 64GB DDR5-6000MT/s Samsung M321R8GA0PB1-CCPKC2 x 1920GB KIOXIA KCD8XPUG1T92ASPEEDBroadcom NetXtreme BCM5720 PCIe6.10.0-phx (x86_64)GCC 13.2.0AMD EPYC 9655 96-Core @ 2.60GHz (96 Cores / 192 Threads)AMD EPYC 9755 128-Core @ 2.70GHz (128 Cores / 256 Threads)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- NVIDIA GH200 Grace CPU: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-dIwDw0/gcc-13-13.2.0/debian/tmp-nvptx/usr --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto --without-cuda-driver -v - EPYC 9575F: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-OiuXZC/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-OiuXZC/gcc-13-13.2.0/debian/tmp-gcn/usr --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 - EPYC 9655: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-OiuXZC/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-OiuXZC/gcc-13-13.2.0/debian/tmp-gcn/usr --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 - EPYC 9755: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-OiuXZC/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-OiuXZC/gcc-13-13.2.0/debian/tmp-gcn/usr --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- NVIDIA GH200 Grace CPU: Scaling Governor: cppc_cpufreq performance (Boost: Disabled)- EPYC 9575F: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xb002110- EPYC 9655: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xb002110- EPYC 9755: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xb002110Python Details- NVIDIA GH200 Grace CPU: Python 3.12.6- EPYC 9575F: Python 3.12.2- EPYC 9655: Python 3.12.2- EPYC 9755: Python 3.12.2Security Details- NVIDIA GH200 Grace CPU: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Not affected + srbds: Not affected + tsx_async_abort: Not affected - EPYC 9575F: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected - EPYC 9655: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected - EPYC 9755: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS; IBPB: conditional; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected Java Details- EPYC 9575F, EPYC 9655, EPYC 9755: OpenJDK Runtime Environment (build 21.0.3-ea+7-Ubuntu-1build1)

AMD EPYC 9005 Turin vs. NVIDIA GH200 Grace CPU Performance Benchmarksbuild-nodejs: Time To Compilebuild-gem5: Time To Compileopenssl: AES-256-GCMopenssl: ChaCha20john-the-ripper: Blowfishjohn-the-ripper: bcryptclickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, Third Runmemcached: 1:100rocksdb: Rand Readspeedb: Rand Readspeedb: Read While Writingcoremark: CoreMark Size 666 - Iterations Per Secondamg: minibude: OpenMP - BM2minibude: OpenMP - BM2lammps: Rhodopsin Proteinlammps: 20k Atomsgromacs: MPI CPU - water_GMX50_barequantlib: Multi-Threadedqmcpack: Li2_STO_aepennant: leblancbigpennant: sedovbignwchem: C240 Buckyballincompact3d: X3D-benchmarking input.i3dopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenfoam: drivaerFastback, Medium Mesh Size - Execution Timecompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingcompress-pbzip2: FreeBSD-13.0-RELEASE-amd64-memstick.img Compressionnumpy: astcenc: Thoroughastcenc: Very Thoroughastcenc: Exhaustivegraphics-magick: Noise-Gaussiangraphics-magick: Enhancedgraphics-magick: Sharpenliquid-dsp: 256 - 256 - 32xmrig: GhostRider - 1Mhelsing: 14 digitstockfish: Chess Benchmarkprimesieve: 1e12primesieve: 1e13NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755202.937166.0975156805063101492551695437475674749581.59594.01596.493049705.54568339463569021111102410422396678.99625222564546671366.39554.65659.84158.1436.002261141.569.6094.4737796.4303041214.7240.28580237.373806362.267124366004246431.682797699.3046.41206.58854.066039736942845024000004015.556.972981468582.66731.464133.857130.7991193699244990733060286053198954199078779.31809.27809.8713808558.42505733525526671792107832813884226.12849731976112506101.793244.07242.85054.78614.651297665.172.9333.2388666.2211081225.7217.38342325.60424233.11516552415270371.263408962.2872.377310.11976.2035291336301526586666711601.961.8271821359672.12325.397118.698126.3331344599403087905409634213237823237739740.48755.69763.3912513777.69577215374607769650150039654550652.09896430767396676705.147268.20645.22256.10317.632341991.782.2113.1365175.4787081334.1201.84742224.071752195.147567628916266001.131325870.0381.684411.57577.1053284364320632760000014312.359.2862191895432.04224.215109.561128.13218377658507471186359294450323010323000698.12729.56724.6413316660.10786896580822102828186878976042366.34304731770820009654.576386.18355.79167.77622.729465436.879.0202.7612604.3936061326.2199.84458920.597089160.373789081598467360.934896795.83110.038315.71959.6576313455403849473333319873.043.0573073439231.55317.968OpenBenchmarking.org

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 21.7.2Time To CompileNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97554080120160200SE +/- 0.15, N = 3SE +/- 0.26, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 3202.94133.86118.70109.56

Timed Node.js Compilation

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU39.2181.0279.3EPYC 9575F38.6313.9401.2EPYC 965542.1265.8361.5EPYC 975544.5304.2485.2OpenBenchmarking.orgWatts, Fewer Is BetterTimed Node.js Compilation 21.7.2CPU Power Consumption Monitor120240360480600

Timed Gem5 Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 23.0.1Time To CompileNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97554080120160200SE +/- 0.26, N = 3SE +/- 0.56, N = 3SE +/- 1.17, N = 3SE +/- 1.52, N = 3166.10130.80126.33128.13

Timed Gem5 Compilation

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU39.4118.8239.4EPYC 9575F38.5211.8401.3EPYC 965542.1176.5363.1EPYC 975544.4195.4485.4OpenBenchmarking.orgWatts, Fewer Is BetterTimed Gem5 Compilation 23.0.1CPU Power Consumption Monitor130260390520650

OpenSSL

Algorithm: AES-256-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: AES-256-GCMNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755400000M800000M1200000M1600000M2000000MSE +/- 82190365.25, N = 3SE +/- 947677989.11, N = 3SE +/- 243566219.34, N = 3SE +/- 2482404044.78, N = 3515680506310119369924499013445994030871837765850747-m64-m64-m641. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: AES-256-GCM

OpenBenchmarking.orgbyte/s Per Watt, More Is BetterOpenSSL 3.3Algorithm: AES-256-GCMNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755900M1800M2700M3600M4500M1809281985.063325699800.964358545440.704339501704.86

OpenSSL

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU43.5285.0293.6EPYC 9575F38.4358.9382.8EPYC 965542.3308.5324.7EPYC 975544.7423.5443.3OpenBenchmarking.orgWatts, Fewer Is BetterOpenSSL 3.3CPU Power Consumption Monitor120240360480600

OpenSSL

Algorithm: ChaCha20

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.3Algorithm: ChaCha20NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755300000M600000M900000M1200000M1500000MSE +/- 3236084.95, N = 3SE +/- 24295011.71, N = 3SE +/- 211781187.22, N = 3SE +/- 507390352.95, N = 31492551695437330602860539054096342131186359294450-m64-m64-m641. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenSSL

Algorithm: ChaCha20

OpenBenchmarking.orgbyte/s Per Watt, More Is BetterOpenSSL 3.3Algorithm: ChaCha20NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755600M1200M1800M2400M3000M768573496.681908650939.882590512735.182532659749.39

OpenSSL

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU43.4194.2217.3EPYC 9575F38.6384.1401.2EPYC 965542.6349.5368.4EPYC 975545.0468.4501.0OpenBenchmarking.orgWatts, Fewer Is BetterOpenSSL 3.3CPU Power Consumption Monitor130260390520650

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975570K140K210K280K350KSE +/- 19.86, N = 3SE +/- 41.32, N = 3SE +/- 7.33, N = 3SE +/- 53.35, N = 374756198954237823323010-m64 -lgmp -lbz2-m64 -lgmp -lbz2-m64 -lgmp -lbz21. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

John The Ripper

Test: Blowfish

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: BlowfishNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97552004006008001000508.72562.77792.83778.22

John The Ripper

CPU Power Consumption Monitor

MinAvgMaxXeon 6980P50.8445.3539.8Xeon 6980P - DDR5-640050.4446.6539.6NVIDIA GH200 144G HBM3e41.0144.5164.9EPYC 975544.6415.1468.2EPYC 9575F38.4353.5400.3EPYC 965542.3300.0337.6NVIDIA GH200 Grace CPU42.2146.9165.2OpenBenchmarking.orgWatts, Fewer Is BetterJohn The Ripper 2023.03.14CPU Power Consumption Monitor140280420560700

John The Ripper

Test: bcrypt

OpenBenchmarking.orgReal C/S, More Is BetterJohn The Ripper 2023.03.14Test: bcryptNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975570K140K210K280K350KSE +/- 31.26, N = 3SE +/- 77.93, N = 3SE +/- 23.62, N = 3SE +/- 45.32, N = 374749199078237739323000-m64 -lgmp -lbz2-m64 -lgmp -lbz2-m64 -lgmp -lbz21. (CC) gcc options: -lssl -lcrypto -fopenmp -lm -lrt -lz -ldl -lcrypt

John The Ripper

Test: bcrypt

OpenBenchmarking.orgReal C/S Per Watt, More Is BetterJohn The Ripper 2023.03.14Test: bcryptNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97552004006008001000517.44561.71789.71782.32

ClickHouse

100M Rows Hits Dataset, First Run / Cold Cache

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97552004006008001000SE +/- 2.14, N = 3SE +/- 3.67, N = 3SE +/- 1.08, N = 3SE +/- 6.12, N = 3581.59779.31740.48698.12MIN: 58.94 / MAX: 6666.67MIN: 66.01 / MAX: 7500MIN: 68.57 / MAX: 8571.43MIN: 80.86 / MAX: 6666.67

ClickHouse

100M Rows Hits Dataset, Second Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97552004006008001000SE +/- 2.22, N = 3SE +/- 3.75, N = 3SE +/- 5.05, N = 3SE +/- 5.27, N = 3594.01809.27755.69729.56MIN: 59.29 / MAX: 7500MIN: 65.65 / MAX: 8571.43MIN: 69.93 / MAX: 7500MIN: 81.63 / MAX: 7500

ClickHouse

100M Rows Hits Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97552004006008001000SE +/- 2.50, N = 3SE +/- 1.25, N = 3SE +/- 0.75, N = 3SE +/- 4.70, N = 3596.49809.87763.39724.64MIN: 59.29 / MAX: 7500MIN: 65.43 / MAX: 10000MIN: 69.36 / MAX: 8571.43MIN: 85.11 / MAX: 6666.67

ClickHouse

100M Rows Hits Dataset, Third Run

OpenBenchmarking.orgQueries Per Minute, Geo Mean Per Watt, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97552468107.9804.1814.6154.431

ClickHouse

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU40.074.7282.8EPYC 9575F38.3193.7368.0EPYC 965541.9165.4302.9EPYC 975544.4163.5407.0OpenBenchmarking.orgWatts, Fewer Is BetterClickHouse 22.12.3.5CPU Power Consumption Monitor110220330440550

Memcached

Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97553M6M9M12M15MSE +/- 22880.28, N = 3SE +/- 30489.72, N = 3SE +/- 51257.47, N = 3SE +/- 136953.60, N = 33049705.5413808558.4212513777.6913316660.101. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Memcached

Set To Get Ratio: 1:100

OpenBenchmarking.orgOps/sec Per Watt, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975510K20K30K40K50K27521.0739869.2747921.2437790.62

Memcached

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU39.5110.8124.9EPYC 9575F38.3346.3402.0EPYC 965542.2261.1299.8EPYC 975544.5352.4409.0OpenBenchmarking.orgWatts, Fewer Is BetterMemcached 1.6.19CPU Power Consumption Monitor110220330440550

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterRocksDB 9.0Test: Random ReadNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755200M400M600M800M1000MSE +/- 143829.35, N = 3SE +/- 1563552.18, N = 3SE +/- 4322874.61, N = 3SE +/- 5260460.78, N = 3568339463505733525577215374786896580-lpthread-lpthread-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s Per Watt, More Is BetterRocksDB 9.0Test: Random ReadNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755500K1000K1500K2000K2500K2103254.001462898.911918650.381894471.54

RocksDB

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU40.1270.2291.0EPYC 9575F38.3345.7371.1EPYC 965542.4300.8323.1EPYC 975544.5415.4446.2OpenBenchmarking.orgWatts, Fewer Is BetterRocksDB 9.0CPU Power Consumption Monitor120240360480600

Speedb

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Random ReadNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755200M400M600M800M1000MSE +/- 126199.44, N = 3SE +/- 755684.49, N = 3SE +/- 696066.18, N = 3SE +/- 707549.54, N = 3569021111526671792607769650822102828-lpthread-lpthread-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Speedb

Test: Random Read

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Random ReadNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755500K1000K1500K2000K2500K2132224.781520207.331998985.071969975.35

Speedb

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU42.0266.9286.5EPYC 9575F38.3346.4371.3EPYC 965542.3304.0324.6EPYC 975545.3417.3445.7OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor120240360480600

Speedb

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterSpeedb 2.7Test: Read While WritingNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97554M8M12M16M20MSE +/- 87939.63, N = 15SE +/- 91725.44, N = 15SE +/- 135475.45, N = 3SE +/- 433421.14, N = 1210241042107832811500396518687897-lpthread-lpthread-lpthread1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti

Speedb

Test: Read While Writing

OpenBenchmarking.orgOp/s Per Watt, More Is BetterSpeedb 2.7Test: Read While WritingNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975512K24K36K48K60K56303.8428692.8247929.3346936.44

Speedb

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU43.4181.9215.8EPYC 9575F38.5375.8400.8EPYC 965542.3313.0351.7EPYC 975544.6398.2497.6OpenBenchmarking.orgWatts, Fewer Is BetterSpeedb 2.7CPU Power Consumption Monitor130260390520650

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97551.3M2.6M3.9M5.2M6.5MSE +/- 24238.24, N = 3SE +/- 4584.67, N = 3SE +/- 8964.82, N = 3SE +/- 10789.95, N = 32396679.003884226.134550652.106042366.341. (CC) gcc options: -O2 -lrt" -lrt

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec Per Watt, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97554K8K12K16K20K20070.8412356.0814303.0314585.74

Coremark

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU38.8119.4159.8EPYC 9575F38.0314.4399.6EPYC 965541.8318.2348.1EPYC 975544.7414.3479.8OpenBenchmarking.orgWatts, Fewer Is BetterCoremark 1.0CPU Power Consumption Monitor120240360480600

Algebraic Multi-Grid Benchmark

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.2NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755700M1400M2100M2800M3500MSE +/- 3694072.61, N = 3SE +/- 7735064.17, N = 4SE +/- 4068843.09, N = 3SE +/- 6342005.91, N = 322564546673197611250307673966731770820001. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -lmpi

Algebraic Multi-Grid Benchmark

OpenBenchmarking.orgFigure Of Merit Per Watt, More Is BetterAlgebraic Multi-Grid Benchmark 1.2NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97553M6M9M12M15M15435851.4810869334.8311562385.409501967.55

Algebraic Multi-Grid Benchmark

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU39.8146.2260.2EPYC 9575F38.3294.2401.4EPYC 965541.9266.1338.1EPYC 975544.4334.4438.6OpenBenchmarking.orgWatts, Fewer Is BetterAlgebraic Multi-Grid Benchmark 1.2CPU Power Consumption Monitor120240360480600

miniBUDE

Implementation: OpenMP - Input Deck: BM2

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97552K4K6K8K10KSE +/- 0.49, N = 3SE +/- 15.38, N = 3SE +/- 42.42, N = 3SE +/- 76.86, N = 41366.406101.796705.159654.58-march=native-march=native-march=native1. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -lm

miniBUDE

Implementation: OpenMP - Input Deck: BM2

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975580160240320400SE +/- 0.02, N = 3SE +/- 0.62, N = 3SE +/- 1.70, N = 3SE +/- 3.07, N = 454.66244.07268.21386.18-mcpu=native-march=native-march=native-march=native1. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -lm

miniBUDE

Implementation: OpenMP - Input Deck: BM2

OpenBenchmarking.orgBillion Interactions/s Per Watt, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.24460.48920.73380.97841.2230.2550.7630.9481.087

miniBUDE

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU41.1214.0244.9EPYC 9575F38.3319.7382.8EPYC 965542.0282.8341.8EPYC 975544.7355.4459.9OpenBenchmarking.orgWatts, Fewer Is BetterminiBUDE 20210901CPU Power Consumption Monitor120240360480600

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97551326395265SE +/- 0.13, N = 11SE +/- 0.16, N = 11SE +/- 0.32, N = 15SE +/- 0.31, N = 1059.8442.8545.2255.791. (CXX) g++ options: -O3 -lm -ldl

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day Per Watt, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.21760.43520.65280.87041.0880.9670.4620.4440.446

LAMMPS Molecular Dynamics Simulator

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU39.961.9280.4EPYC 9575F38.192.8302.5EPYC 965542.0101.8272.7EPYC 975544.5125.0352.9OpenBenchmarking.orgWatts, Fewer Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022CPU Power Consumption Monitor100200300400500

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97551530456075SE +/- 0.14, N = 3SE +/- 0.37, N = 3SE +/- 0.52, N = 3SE +/- 0.06, N = 358.1454.7956.1067.781. (CXX) g++ options: -O3 -lm -ldl

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day Per Watt, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.04770.09540.14310.19080.23850.2120.1410.1680.147

LAMMPS Molecular Dynamics Simulator

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU40.1274.7292.0EPYC 9575F38.4388.8399.6EPYC 965542.2334.9355.5EPYC 975544.3461.9488.1OpenBenchmarking.orgWatts, Fewer Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022CPU Power Consumption Monitor130260390520650

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755510152025SE +/- 0.005, N = 3SE +/- 0.053, N = 3SE +/- 0.014, N = 3SE +/- 0.035, N = 36.00214.65117.63222.729-O3 -lm-O3 -lm-O3 -lm1. (CXX) g++ options:

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day Per Watt, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.01490.02980.04470.05960.07450.0280.0460.0660.065

GROMACS

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU40.8212.1289.0EPYC 9575F38.3315.2400.1EPYC 965542.2266.4347.6EPYC 975544.6349.2487.2OpenBenchmarking.orgWatts, Fewer Is BetterGROMACS 2024CPU Power Consumption Monitor130260390520650

QuantLib

Configuration: Multi-Threaded

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.32Configuration: Multi-ThreadedNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755100K200K300K400K500KSE +/- 316.93, N = 3SE +/- 661.19, N = 3SE +/- 414.37, N = 3SE +/- 401.79, N = 3261141.5297665.1341991.7465436.81. (CXX) g++ options: -O3 -march=native -fPIE -pie

QuantLib

Configuration: Multi-Threaded

OpenBenchmarking.orgMFLOPS Per Watt, More Is BetterQuantLib 1.32Configuration: Multi-ThreadedNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755300600900120015001209.80897.441136.471146.37

QuantLib

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU41.0215.9290.4EPYC 9575F38.5331.7399.4EPYC 965541.9300.9345.9EPYC 975544.4406.0483.0OpenBenchmarking.orgWatts, Fewer Is BetterQuantLib 1.32CPU Power Consumption Monitor120240360480600

QMCPACK

Input: Li2_STO_ae

OpenBenchmarking.orgTotal Execution Time - Seconds, Fewer Is BetterQMCPACK 3.17.1Input: Li2_STO_aeNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975520406080100SE +/- 0.31, N = 3SE +/- 0.39, N = 3SE +/- 0.22, N = 3SE +/- 0.27, N = 369.6172.9382.2179.02-mcpu=native-march=native-march=native-march=native1. (CXX) g++ options: -fopenmp -foffload=disable -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -ffast-math -O3 -lm -ldl

QMCPACK

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU41.5268.3298.1EPYC 9575F38.7376.4399.8EPYC 965542.8322.1343.9EPYC 975544.9441.8480.5OpenBenchmarking.orgWatts, Fewer Is BetterQMCPACK 3.17.1CPU Power Consumption Monitor120240360480600

Pennant

Test: leblancbig

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: leblancbigNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97551.00662.01323.01984.02645.033SE +/- 0.007724, N = 7SE +/- 0.077441, N = 15SE +/- 0.087065, N = 15SE +/- 0.045208, N = 154.4737793.2388663.1365172.7612601. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

Pennant

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU41.7140.4265.6EPYC 9575F38.2195.5397.8EPYC 965542.5171.4339.9EPYC 975544.6210.5475.6OpenBenchmarking.orgWatts, Fewer Is BetterPennant 1.0.1CPU Power Consumption Monitor120240360480600

Pennant

Test: sedovbig

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: sedovbigNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755246810SE +/- 0.012489, N = 6SE +/- 0.034501, N = 6SE +/- 0.054129, N = 15SE +/- 0.073388, N = 156.4303046.2211085.4787084.3936061. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

Pennant

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU41.5150.9252.9EPYC 9575F38.2248.3399.7EPYC 965542.5209.0339.7EPYC 975544.5248.9471.5OpenBenchmarking.orgWatts, Fewer Is BetterPennant 1.0.1CPU Power Consumption Monitor120240360480600

NWChem

Input: C240 Buckyball

OpenBenchmarking.orgSeconds, Fewer Is BetterNWChem 7.0.2Input: C240 BuckyballNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755300600900120015001214.71225.71334.11326.2-m64-m64-m641. (F9X) gfortran options: -lnwctask -lccsd -lmcscf -lselci -lmp2 -lmoints -lstepper -ldriver -loptim -lnwdft -lgradients -lcphf -lesp -lddscf -ldangchang -lguess -lhessian -lvib -lnwcutil -lrimp2 -lproperty -lsolvation -lnwints -lprepar -lnwmd -lnwpw -lofpw -lpaw -lpspw -lband -lnwpwlib -lcafe -lspace -lanalyze -lqhop -lpfft -ldplot -ldrdy -lvscf -lqmmm -lqmd -letrans -ltce -lbq -lmm -lcons -lperfm -ldntmc -lccca -ldimqm -lga -larmci -lpeigs -l64to32 -lopenblas -lpthread -lrt -llapack -lnwcblas -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz -lcomex -ffast-math -std=legacy -fdefault-integer-8 -finline-functions -O2

NWChem

CPU Power Consumption Monitor

OpenBenchmarking.orgWatts, Fewer Is BetterNWChem 7.0.2CPU Power Consumption MonitorNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975590180270360450Min: 41.49 / Avg: 226.74 / Max: 281.44Min: 38.3 / Avg: 392.8 / Max: 400.06Min: 42.34 / Avg: 346.39 / Max: 369.48Min: 44.44 / Avg: 477.37 / Max: 499.23

Xcompact3d Incompact3d

Input: X3D-benchmarking input.i3d

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: X3D-benchmarking input.i3dNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975550100150200250SE +/- 0.29, N = 3SE +/- 1.26, N = 3SE +/- 0.55, N = 3SE +/- 0.78, N = 3240.29217.38201.85199.841. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

Xcompact3d Incompact3d

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU42.2172.9253.2EPYC 9575F38.2389.8399.8EPYC 965542.3324.2343.2EPYC 975544.9401.7443.9OpenBenchmarking.orgWatts, Fewer Is BetterXcompact3d Incompact3d 2021-03-11CPU Power Consumption Monitor120240360480600

OpenFOAM

Input: drivaerFastback, Small Mesh Size - Execution Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution TimeNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975591827364537.3725.6024.0720.60-mcpu=native -lfoamToVTK -ldynamicMesh -lfileFormats-m64 -lfiniteVolume -lmeshTools -lparallel -lregionModels-m64 -lfiniteVolume -lmeshTools -lparallel -lregionModels-m64 -lfiniteVolume -lmeshTools -lparallel -lregionModels1. (CXX) g++ options: -std=c++14 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -llagrangian -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenFOAM

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU41.1200.0287.7EPYC 9575F38.8346.4399.6EPYC 965542.3304.0363.0EPYC 975544.4396.4492.6OpenBenchmarking.orgWatts, Fewer Is BetterOpenFOAM 10CPU Power Consumption Monitor130260390520650

OpenFOAM

Input: drivaerFastback, Medium Mesh Size - Execution Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution TimeNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975580160240320400362.27233.12195.15160.37-mcpu=native -lfoamToVTK -ldynamicMesh -lfileFormats-m64 -lfiniteVolume -lmeshTools -lparallel -lregionModels-m64 -lfiniteVolume -lmeshTools -lparallel -lregionModels-m64 -lfiniteVolume -lmeshTools -lparallel -lregionModels1. (CXX) g++ options: -std=c++14 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -llagrangian -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenFOAM

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU41.1200.9291.9EPYC 9575F38.2388.3399.8EPYC 965542.3331.2360.0EPYC 975544.6450.2489.9OpenBenchmarking.orgWatts, Fewer Is BetterOpenFOAM 10CPU Power Consumption Monitor130260390520650

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755200K400K600K800K1000KSE +/- 652.77, N = 3SE +/- 4011.15, N = 3SE +/- 660.09, N = 3SE +/- 3530.77, N = 34366006552417628919081591. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755200K400K600K800K1000KSE +/- 414.91, N = 3SE +/- 344.02, N = 3SE +/- 257.58, N = 3SE +/- 276.36, N = 34246435270376266008467361. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS Per Watt, More Is Better7-Zip Compression 22.01Test: Decompression RatingNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975560012001800240030002612.521634.382211.882269.16

7-Zip Compression

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU42.0162.5246.0EPYC 9575F38.4322.5400.8EPYC 965542.5283.3363.2EPYC 975544.7373.2482.8OpenBenchmarking.orgWatts, Fewer Is Better7-Zip Compression 22.01CPU Power Consumption Monitor120240360480600

Parallel BZIP2 Compression

FreeBSD-13.0-RELEASE-amd64-memstick.img Compression

OpenBenchmarking.orgSeconds, Fewer Is BetterParallel BZIP2 Compression 1.1.13FreeBSD-13.0-RELEASE-amd64-memstick.img CompressionNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.37860.75721.13581.51441.893SE +/- 0.004252, N = 15SE +/- 0.009364, N = 15SE +/- 0.014837, N = 15SE +/- 0.010948, N = 151.6827971.2634081.1313250.9348961. (CXX) g++ options: -O2 -pthread -lbz2 -lpthread

Parallel BZIP2 Compression

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU40.068.7207.5EPYC 9575F38.2104.3361.5EPYC 965542.489.6271.2EPYC 975544.597.5319.0OpenBenchmarking.orgWatts, Fewer Is BetterParallel BZIP2 Compression 1.1.13CPU Power Consumption Monitor100200300400500

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97552004006008001000SE +/- 1.78, N = 3SE +/- 3.50, N = 3SE +/- 0.88, N = 3SE +/- 1.03, N = 3699.30962.28870.03795.83

Numpy Benchmark

OpenBenchmarking.orgScore Per Watt, More Is BetterNumpy BenchmarkNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97554812162016.27710.2919.7398.603

Numpy Benchmark

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU38.743.047.7EPYC 9575F38.193.5100.9EPYC 965542.189.396.9EPYC 975544.492.599.7OpenBenchmarking.orgWatts, Fewer Is BetterNumpy BenchmarkCPU Power Consumption Monitor20406080100

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ThoroughNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975520406080100SE +/- 0.06, N = 4SE +/- 0.06, N = 5SE +/- 0.01, N = 5SE +/- 0.02, N = 646.4172.3881.68110.041. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: ThoroughNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.12170.24340.36510.48680.60850.2860.3290.4580.541

ASTC Encoder

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU39.1162.3263.1EPYC 9575F38.2219.9386.4EPYC 965542.2178.3319.1EPYC 975544.5203.3437.2OpenBenchmarking.orgWatts, Fewer Is BetterASTC Encoder 4.7CPU Power Consumption Monitor110220330440550

ASTC Encoder

Preset: Very Thorough

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: Very ThoroughNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975548121620SE +/- 0.0008, N = 3SE +/- 0.0104, N = 3SE +/- 0.0010, N = 3SE +/- 0.0025, N = 36.588510.119711.575715.71951. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Very Thorough

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: Very ThoroughNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.01130.02260.03390.04520.05650.0300.0320.0450.050

ASTC Encoder

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU39.8218.7261.2EPYC 9575F38.4314.2390.3EPYC 965542.4254.7323.1EPYC 975544.5317.5448.4OpenBenchmarking.orgWatts, Fewer Is BetterASTC Encoder 4.7CPU Power Consumption Monitor120240360480600

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.7Preset: ExhaustiveNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97553691215SE +/- 0.0036, N = 3SE +/- 0.0055, N = 3SE +/- 0.0012, N = 3SE +/- 0.0004, N = 34.06606.20357.10539.65761. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgMT/s Per Watt, More Is BetterASTC Encoder 4.7Preset: ExhaustiveNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.00680.01360.02040.02720.0340.0180.0200.0280.030

ASTC Encoder

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU42.1223.2267.3EPYC 9575F38.4312.4391.4EPYC 965542.6256.3324.5EPYC 975544.7318.6450.4OpenBenchmarking.orgWatts, Fewer Is BetterASTC Encoder 4.7CPU Power Consumption Monitor120240360480600

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: Noise-GaussianNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975590180270360450SE +/- 0.00, N = 3SE +/- 1.00, N = 3SE +/- 2.08, N = 3SE +/- 0.58, N = 3397291284313-lfreetype -lbz2-lfreetype -lbz2-lfreetype -lbz21. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lsharpyuv -lwebp -lwebpmux -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lz -lm -lpthread -lgomp

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: Noise-GaussianNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.53661.07321.60982.14642.6832.3851.2951.5641.505

GraphicsMagick

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU41.9166.4283.3EPYC 9575F38.4224.7243.8EPYC 965542.7181.6199.6EPYC 975544.7208.0234.1OpenBenchmarking.orgWatts, Fewer Is BetterGraphicsMagick 1.3.43CPU Power Consumption Monitor70140210280350

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: EnhancedNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755100200300400500SE +/- 0.00, N = 3SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3369336364455-lfreetype -lbz2-lfreetype -lbz2-lfreetype -lbz21. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lsharpyuv -lwebp -lwebpmux -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lz -lm -lpthread -lgomp

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: EnhancedNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.3470.6941.0411.3881.7351.5420.9861.4211.405

GraphicsMagick

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU40.7239.3262.5EPYC 9575F38.3340.8367.5EPYC 965542.4256.1275.5EPYC 975544.7323.9350.4OpenBenchmarking.orgWatts, Fewer Is BetterGraphicsMagick 1.3.43CPU Power Consumption Monitor100200300400500

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.43Operation: SharpenNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975590180270360450SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3428301320403-lfreetype -lbz2-lfreetype -lbz2-lfreetype -lbz21. (CC) gcc options: -fopenmp -O2 -ltiff -ljbig -lsharpyuv -lwebp -lwebpmux -ljpeg -lXext -lSM -lICE -lX11 -lxml2 -lzstd -llzma -lz -lm -lpthread -lgomp

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute Per Watt, More Is BetterGraphicsMagick 1.3.43Operation: SharpenNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.360.721.081.441.81.6000.9041.1881.170

GraphicsMagick

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU42.8267.5300.5EPYC 9575F38.7333.1356.2EPYC 965542.4269.3287.7EPYC 975545.0344.3371.9OpenBenchmarking.orgWatts, Fewer Is BetterGraphicsMagick 1.3.43CPU Power Consumption Monitor100200300400500

Liquid-DSP

Threads: 256 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 256 - Buffer Length: 256 - Filter Length: 32NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97552000M4000M6000M8000M10000MSE +/- 3002221.40, N = 3SE +/- 6072982.06, N = 3SE +/- 6065476.07, N = 3SE +/- 14339494.80, N = 345024000005265866667632760000084947333331. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 256 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s Per Watt, More Is BetterLiquid-DSP 1.6Threads: 256 - Buffer Length: 256 - Filter Length: 32NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97554M8M12M16M20M17535441.6614781256.8820685459.0520115931.63

Liquid-DSP

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU41.2256.8292.1EPYC 9575F38.4356.3401.0EPYC 965542.5305.9344.2EPYC 975545.2422.3487.6OpenBenchmarking.orgWatts, Fewer Is BetterLiquid-DSP 1.6CPU Power Consumption Monitor130260390520650

Xmrig

Variant: GhostRider - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.21Variant: GhostRider - Hash Count: 1MNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97554K8K12K16K20KSE +/- 0.17, N = 3SE +/- 508.75, N = 15SE +/- 672.73, N = 15SE +/- 912.79, N = 154015.511601.914312.319873.0-maes-maes-maes1. (CXX) g++ options: -fexceptions -fno-rtti -O3 -Ofast -static-libgcc -static-libstdc++ -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

Xmrig

Variant: GhostRider - Hash Count: 1M

OpenBenchmarking.orgH/s Per Watt, More Is BetterXmrig 6.21Variant: GhostRider - Hash Count: 1MNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755112233445528.6930.5244.5046.77

Xmrig

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU41.3140.0146.7EPYC 9575F38.2380.2401.2EPYC 965542.0321.6347.4EPYC 975544.9425.0482.5OpenBenchmarking.orgWatts, Fewer Is BetterXmrig 6.21CPU Power Consumption Monitor120240360480600

Helsing

Digit Range: 14 digit

OpenBenchmarking.orgSeconds, Fewer Is BetterHelsing 1.0-betaDigit Range: 14 digitNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97551428425670SE +/- 0.02, N = 3SE +/- 0.23, N = 3SE +/- 0.26, N = 3SE +/- 0.13, N = 356.9761.8359.2943.061. (CC) gcc options: -O2 -pthread

Helsing

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU40.6266.7291.3EPYC 9575F38.4346.7373.1EPYC 965542.7287.0311.4EPYC 975544.9388.8429.7OpenBenchmarking.orgWatts, Fewer Is BetterHelsing 1.0-betaCPU Power Consumption Monitor110220330440550

Stockfish

Chess Benchmark

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 16.1Chess BenchmarkNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975570M140M210M280M350MSE +/- 1172057.21, N = 15SE +/- 2577463.33, N = 15SE +/- 3587851.54, N = 15SE +/- 4338134.07, N = 1598146858182135967219189543307343923-m64 -msse -msse3 -mpopcnt -mavx2 -mbmi -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2-m64 -msse -msse3 -mpopcnt -mavx2 -mbmi -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2-m64 -msse -msse3 -mpopcnt -mavx2 -mbmi -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi21. (CXX) g++ options: -lgcov -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -flto -flto-partition=one -flto=jobserver

Stockfish

Chess Benchmark

OpenBenchmarking.orgNodes Per Second Per Watt, More Is BetterStockfish 16.1Chess BenchmarkNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755150K300K450K600K750K375426.89490782.75668223.51697627.07

Stockfish

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU42.7261.4290.6EPYC 9575F38.7371.1401.2EPYC 965542.3328.0363.7EPYC 975544.8440.6487.2OpenBenchmarking.orgWatts, Fewer Is BetterStockfish 16.1CPU Power Consumption Monitor130260390520650

Primesieve

Length: 1e12

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.1Length: 1e12NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 97550.60011.20021.80032.40043.0005SE +/- 0.003, N = 10SE +/- 0.003, N = 11SE +/- 0.004, N = 11SE +/- 0.004, N = 122.6672.1232.0421.5531. (CXX) g++ options: -O3

Primesieve

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU41.8111.4254.2EPYC 9575F38.5146.3375.7EPYC 965542.2130.2315.1EPYC 975544.7147.2431.8OpenBenchmarking.orgWatts, Fewer Is BetterPrimesieve 12.1CPU Power Consumption Monitor110220330440550

Primesieve

Length: 1e13

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 12.1Length: 1e13NVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 9755714212835SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 331.4625.4024.2217.971. (CXX) g++ options: -O3

Primesieve

CPU Power Consumption Monitor

MinAvgMaxNVIDIA GH200 Grace CPU40.9233.0271.7EPYC 9575F38.3321.0393.1EPYC 965542.2267.8344.1EPYC 975544.6342.5459.6OpenBenchmarking.orgWatts, Fewer Is BetterPrimesieve 12.1CPU Power Consumption Monitor120240360480600

CPU Power Consumption Monitor

Phoronix Test Suite System Monitoring

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringNVIDIA GH200 Grace CPUEPYC 9575FEPYC 9655EPYC 975590180270360450Min: 38.42 / Avg: 170.19 / Max: 300.47Min: 19.17 / Avg: 313.09 / Max: 403.08Min: 41.04 / Avg: 253.26 / Max: 371.62Min: 44.19 / Avg: 324.1 / Max: 500.98

Phoronix Test Suite v10.8.5