AMD EPYC 9005 Turin vs. NVIDIA GH200 Grace CPU Performance Benchmarks Benchmarks by Michael Larabel for a future article. NVIDIA GH200 Grace CPU: Processor: ARMv8 Neoverse-V2 @ 3.47GHz (72 Cores), Motherboard: Pegatron JIMBO P4352 (00022432 BIOS), Memory: 1 x 480GB LPDDR5-6400MT/s NVIDIA 699-2G530-0236-RC1, Disk: 1000GB CT1000T700SSD3, Graphics: NVIDIA GH200 144G HBM3e 143GB, Network: 2 x Intel X550 OS: Ubuntu 24.04, Kernel: 6.8.0-47-generic-64k (aarch64), Display Driver: NVIDIA, OpenCL: OpenCL 3.0 CUDA 12.6.65, Compiler: GCC 13.2.0 + CUDA 11.8, File-System: ext4, Screen Resolution: 1920x1200 EPYC 9575F: Processor: AMD EPYC 9575F 64-Core @ 3.30GHz (64 Cores / 128 Threads), Motherboard: AMD VOLCANO (RVOT1000D BIOS), Chipset: AMD Device 153a, Memory: 12 x 64GB DDR5-6000MT/s Samsung M321R8GA0PB1-CCPKC, Disk: 2 x 1920GB KIOXIA KCD8XPUG1T92, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Ubuntu 24.04, Kernel: 6.10.0-phx (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1200 EPYC 9655: Processor: AMD EPYC 9655 96-Core @ 2.60GHz (96 Cores / 192 Threads), Motherboard: AMD VOLCANO (RVOT1000D BIOS), Chipset: AMD Device 153a, Memory: 12 x 64GB DDR5-6000MT/s Samsung M321R8GA0PB1-CCPKC, Disk: 2 x 1920GB KIOXIA KCD8XPUG1T92, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Ubuntu 24.04, Kernel: 6.10.0-phx (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1200 EPYC 9755: Processor: AMD EPYC 9755 128-Core @ 2.70GHz (128 Cores / 256 Threads), Motherboard: AMD VOLCANO (RVOT1000D BIOS), Chipset: AMD Device 153a, Memory: 12 x 64GB DDR5-6000MT/s Samsung M321R8GA0PB1-CCPKC, Disk: 2 x 1920GB KIOXIA KCD8XPUG1T92, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Ubuntu 24.04, Kernel: 6.10.0-phx (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1200 Timed Node.js Compilation 21.7.2 Time To Compile Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 202.94 |============================================== EPYC 9575F ............. 133.86 |============================== EPYC 9655 .............. 118.70 |=========================== EPYC 9755 .............. 109.56 |========================= Timed Node.js Compilation 21.7.2 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 39 AVG: 181 MAX: 279 EPYC 9575F ............. MIN: 39 AVG: 314 MAX: 401 EPYC 9655 .............. MIN: 42 AVG: 266 MAX: 362 EPYC 9755 .............. MIN: 45 AVG: 304 MAX: 485 Timed Gem5 Compilation 23.0.1 Time To Compile Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 166.10 |============================================== EPYC 9575F ............. 130.80 |==================================== EPYC 9655 .............. 126.33 |=================================== EPYC 9755 .............. 128.13 |=================================== Timed Gem5 Compilation 23.0.1 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 39 AVG: 119 MAX: 239 EPYC 9575F ............. MIN: 38 AVG: 212 MAX: 401 EPYC 9655 .............. MIN: 42 AVG: 177 MAX: 363 EPYC 9755 .............. MIN: 44 AVG: 195 MAX: 485 OpenSSL 3.3 Algorithm: AES-256-GCM byte/s > Higher Is Better NVIDIA GH200 Grace CPU . 515680506310 |=========== EPYC 9575F ............. 1193699244990 |========================= EPYC 9655 .............. 1344599403087 |============================= EPYC 9755 .............. 1837765850747 |======================================= OpenSSL 3.3 Algorithm: AES-256-GCM byte/s Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 1809281985.06 |================ EPYC 9575F ............. 3325699800.96 |============================== EPYC 9655 .............. 4358545440.70 |======================================= EPYC 9755 .............. 4339501704.86 |======================================= OpenSSL 3.3 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 44 AVG: 285 MAX: 294 EPYC 9575F ............. MIN: 38 AVG: 359 MAX: 383 EPYC 9655 .............. MIN: 42 AVG: 308 MAX: 325 EPYC 9755 .............. MIN: 45 AVG: 423 MAX: 443 OpenSSL 3.3 Algorithm: ChaCha20 byte/s > Higher Is Better NVIDIA GH200 Grace CPU . 149255169543 |===== EPYC 9575F ............. 733060286053 |======================== EPYC 9655 .............. 905409634213 |============================== EPYC 9755 .............. 1186359294450 |======================================= OpenSSL 3.3 Algorithm: ChaCha20 byte/s Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 768573496.68 |============ EPYC 9575F ............. 1908650939.88 |============================= EPYC 9655 .............. 2590512735.18 |======================================= EPYC 9755 .............. 2532659749.39 |====================================== OpenSSL 3.3 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 43 AVG: 194 MAX: 217 EPYC 9575F ............. MIN: 39 AVG: 384 MAX: 401 EPYC 9655 .............. MIN: 43 AVG: 350 MAX: 368 EPYC 9755 .............. MIN: 45 AVG: 468 MAX: 501 John The Ripper 2023.03.14 Test: Blowfish Real C/S > Higher Is Better NVIDIA GH200 Grace CPU . 74756 |=========== EPYC 9575F ............. 198954 |============================ EPYC 9655 .............. 237823 |================================== EPYC 9755 .............. 323010 |============================================== John The Ripper 2023.03.14 Test: Blowfish Real C/S Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 508.72 |============================== EPYC 9575F ............. 562.77 |================================= EPYC 9655 .............. 792.83 |============================================== EPYC 9755 .............. 778.22 |============================================= John The Ripper 2023.03.14 CPU Power Consumption Monitor Watts < Lower Is Better Xeon 6980P .............. MIN: 51 AVG: 445 MAX: 540 Xeon 6980P - DDR5-6400 .. MIN: 50 AVG: 447 MAX: 540 NVIDIA GH200 144G HBM3e . MIN: 41 AVG: 144 MAX: 165 EPYC 9755 ............... MIN: 45 AVG: 415 MAX: 468 EPYC 9575F .............. MIN: 38 AVG: 354 MAX: 400 EPYC 9655 ............... MIN: 42 AVG: 300 MAX: 338 NVIDIA GH200 Grace CPU .. MIN: 42 AVG: 147 MAX: 165 EPYC 9575F .............. MIN: 38 AVG: 354 MAX: 400 EPYC 9655 ............... MIN: 42 AVG: 301 MAX: 338 EPYC 9755 ............... MIN: 45 AVG: 413 MAX: 469 John The Ripper 2023.03.14 Test: bcrypt Real C/S > Higher Is Better NVIDIA GH200 Grace CPU . 74749 |=========== EPYC 9575F ............. 199078 |============================ EPYC 9655 .............. 237739 |================================== EPYC 9755 .............. 323000 |============================================== John The Ripper 2023.03.14 Test: bcrypt Real C/S Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 517.44 |============================== EPYC 9575F ............. 561.71 |================================= EPYC 9655 .............. 789.71 |============================================== EPYC 9755 .............. 782.32 |============================================== ClickHouse 22.12.3.5 100M Rows Hits Dataset, First Run / Cold Cache Queries Per Minute, Geo Mean > Higher Is Better NVIDIA GH200 Grace CPU . 581.59 |================================== EPYC 9575F ............. 779.31 |============================================== EPYC 9655 .............. 740.48 |============================================ EPYC 9755 .............. 698.12 |========================================= ClickHouse 22.12.3.5 100M Rows Hits Dataset, Second Run Queries Per Minute, Geo Mean > Higher Is Better NVIDIA GH200 Grace CPU . 594.01 |================================== EPYC 9575F ............. 809.27 |============================================== EPYC 9655 .............. 755.69 |=========================================== EPYC 9755 .............. 729.56 |========================================= ClickHouse 22.12.3.5 100M Rows Hits Dataset, Third Run Queries Per Minute, Geo Mean > Higher Is Better NVIDIA GH200 Grace CPU . 596.49 |================================== EPYC 9575F ............. 809.87 |============================================== EPYC 9655 .............. 763.39 |=========================================== EPYC 9755 .............. 724.64 |========================================= ClickHouse 22.12.3.5 100M Rows Hits Dataset, Third Run Queries Per Minute, Geo Mean Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 7.980 |=============================================== EPYC 9575F ............. 4.181 |========================= EPYC 9655 .............. 4.615 |=========================== EPYC 9755 .............. 4.431 |========================== ClickHouse 22.12.3.5 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 40 AVG: 75 MAX: 283 EPYC 9575F ............. MIN: 38 AVG: 194 MAX: 368 EPYC 9655 .............. MIN: 42 AVG: 165 MAX: 303 EPYC 9755 .............. MIN: 44 AVG: 164 MAX: 407 Memcached 1.6.19 Set To Get Ratio: 1:100 Ops/sec > Higher Is Better NVIDIA GH200 Grace CPU . 3049705.54 |========= EPYC 9575F ............. 13808558.42 |========================================= EPYC 9655 .............. 12513777.69 |===================================== EPYC 9755 .............. 13316660.10 |======================================== Memcached 1.6.19 Set To Get Ratio: 1:100 Ops/sec Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 27521.07 |========================= EPYC 9575F ............. 39869.27 |===================================== EPYC 9655 .............. 47921.24 |============================================ EPYC 9755 .............. 37790.62 |=================================== Memcached 1.6.19 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 40 AVG: 111 MAX: 125 EPYC 9575F ............. MIN: 38 AVG: 346 MAX: 402 EPYC 9655 .............. MIN: 42 AVG: 261 MAX: 300 EPYC 9755 .............. MIN: 45 AVG: 352 MAX: 409 RocksDB 9.0 Test: Random Read Op/s > Higher Is Better NVIDIA GH200 Grace CPU . 568339463 |=============================== EPYC 9575F ............. 505733525 |============================ EPYC 9655 .............. 577215374 |================================ EPYC 9755 .............. 786896580 |=========================================== RocksDB 9.0 Test: Random Read Op/s Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 2103254.00 |========================================== EPYC 9575F ............. 1462898.91 |============================= EPYC 9655 .............. 1918650.38 |====================================== EPYC 9755 .............. 1894471.54 |====================================== RocksDB 9.0 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 40 AVG: 270 MAX: 291 EPYC 9575F ............. MIN: 38 AVG: 346 MAX: 371 EPYC 9655 .............. MIN: 42 AVG: 301 MAX: 323 EPYC 9755 .............. MIN: 45 AVG: 415 MAX: 446 Speedb 2.7 Test: Random Read Op/s > Higher Is Better NVIDIA GH200 Grace CPU . 569021111 |============================== EPYC 9575F ............. 526671792 |============================ EPYC 9655 .............. 607769650 |================================ EPYC 9755 .............. 822102828 |=========================================== Speedb 2.7 Test: Random Read Op/s Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 2132224.78 |========================================== EPYC 9575F ............. 1520207.33 |============================== EPYC 9655 .............. 1998985.07 |======================================= EPYC 9755 .............. 1969975.35 |======================================= Speedb 2.7 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 42 AVG: 267 MAX: 287 EPYC 9575F ............. MIN: 38 AVG: 346 MAX: 371 EPYC 9655 .............. MIN: 42 AVG: 304 MAX: 325 EPYC 9755 .............. MIN: 45 AVG: 417 MAX: 446 Speedb 2.7 Test: Read While Writing Op/s > Higher Is Better NVIDIA GH200 Grace CPU . 10241042 |======================== EPYC 9575F ............. 10783281 |========================= EPYC 9655 .............. 15003965 |=================================== EPYC 9755 .............. 18687897 |============================================ Speedb 2.7 Test: Read While Writing Op/s Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 56303.84 |============================================ EPYC 9575F ............. 28692.82 |====================== EPYC 9655 .............. 47929.33 |===================================== EPYC 9755 .............. 46936.44 |===================================== Speedb 2.7 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 43 AVG: 182 MAX: 216 EPYC 9575F ............. MIN: 38 AVG: 376 MAX: 401 EPYC 9655 .............. MIN: 42 AVG: 313 MAX: 352 EPYC 9755 .............. MIN: 45 AVG: 398 MAX: 498 Coremark 1.0 CoreMark Size 666 - Iterations Per Second Iterations/Sec > Higher Is Better NVIDIA GH200 Grace CPU . 2396679.00 |================= EPYC 9575F ............. 3884226.13 |=========================== EPYC 9655 .............. 4550652.10 |================================ EPYC 9755 .............. 6042366.34 |========================================== Coremark 1.0 CoreMark Size 666 - Iterations Per Second Iterations/Sec Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 20070.84 |============================================ EPYC 9575F ............. 12356.08 |=========================== EPYC 9655 .............. 14303.03 |=============================== EPYC 9755 .............. 14585.74 |================================ Coremark 1.0 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 39 AVG: 119 MAX: 160 EPYC 9575F ............. MIN: 38 AVG: 314 MAX: 400 EPYC 9655 .............. MIN: 42 AVG: 318 MAX: 348 EPYC 9755 .............. MIN: 45 AVG: 414 MAX: 480 Algebraic Multi-Grid Benchmark 1.2 Figure Of Merit > Higher Is Better NVIDIA GH200 Grace CPU . 2256454667 |============================== EPYC 9575F ............. 3197611250 |========================================== EPYC 9655 .............. 3076739667 |======================================== EPYC 9755 .............. 3177082000 |========================================== Algebraic Multi-Grid Benchmark 1.2 Figure Of Merit Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 15435851.48 |========================================= EPYC 9575F ............. 10869334.83 |============================= EPYC 9655 .............. 11562385.40 |=============================== EPYC 9755 .............. 9501967.55 |========================= Algebraic Multi-Grid Benchmark 1.2 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 40 AVG: 146 MAX: 260 EPYC 9575F ............. MIN: 38 AVG: 294 MAX: 401 EPYC 9655 .............. MIN: 42 AVG: 266 MAX: 338 EPYC 9755 .............. MIN: 44 AVG: 334 MAX: 439 miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM2 GFInst/s > Higher Is Better NVIDIA GH200 Grace CPU . 1366.40 |====== EPYC 9575F ............. 6101.79 |============================ EPYC 9655 .............. 6705.15 |=============================== EPYC 9755 .............. 9654.58 |============================================= miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM2 Billion Interactions/s > Higher Is Better NVIDIA GH200 Grace CPU . 54.66 |======= EPYC 9575F ............. 244.07 |============================= EPYC 9655 .............. 268.21 |================================ EPYC 9755 .............. 386.18 |============================================== miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM2 Billion Interactions/s Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 0.255 |=========== EPYC 9575F ............. 0.763 |================================= EPYC 9655 .............. 0.948 |========================================= EPYC 9755 .............. 1.087 |=============================================== miniBUDE 20210901 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 41 AVG: 214 MAX: 245 EPYC 9575F ............. MIN: 38 AVG: 320 MAX: 383 EPYC 9655 .............. MIN: 42 AVG: 283 MAX: 342 EPYC 9755 .............. MIN: 45 AVG: 355 MAX: 460 LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: Rhodopsin Protein ns/day > Higher Is Better NVIDIA GH200 Grace CPU . 59.84 |=============================================== EPYC 9575F ............. 42.85 |================================== EPYC 9655 .............. 45.22 |==================================== EPYC 9755 .............. 55.79 |============================================ LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: Rhodopsin Protein ns/day Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 0.967 |=============================================== EPYC 9575F ............. 0.462 |====================== EPYC 9655 .............. 0.444 |====================== EPYC 9755 .............. 0.446 |====================== LAMMPS Molecular Dynamics Simulator 23Jun2022 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 40 AVG: 62 MAX: 280 EPYC 9575F ............. MIN: 38 AVG: 93 MAX: 302 EPYC 9655 .............. MIN: 42 AVG: 102 MAX: 273 EPYC 9755 .............. MIN: 45 AVG: 125 MAX: 353 LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: 20k Atoms ns/day > Higher Is Better NVIDIA GH200 Grace CPU . 58.14 |======================================== EPYC 9575F ............. 54.79 |====================================== EPYC 9655 .............. 56.10 |======================================= EPYC 9755 .............. 67.78 |=============================================== LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: 20k Atoms ns/day Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 0.212 |=============================================== EPYC 9575F ............. 0.141 |=============================== EPYC 9655 .............. 0.168 |===================================== EPYC 9755 .............. 0.147 |================================= LAMMPS Molecular Dynamics Simulator 23Jun2022 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 40 AVG: 275 MAX: 292 EPYC 9575F ............. MIN: 38 AVG: 389 MAX: 400 EPYC 9655 .............. MIN: 42 AVG: 335 MAX: 355 EPYC 9755 .............. MIN: 44 AVG: 462 MAX: 488 GROMACS 2024 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better NVIDIA GH200 Grace CPU . 6.002 |============ EPYC 9575F ............. 14.651 |============================== EPYC 9655 .............. 17.632 |==================================== EPYC 9755 .............. 22.729 |============================================== GROMACS 2024 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 0.028 |==================== EPYC 9575F ............. 0.046 |================================= EPYC 9655 .............. 0.066 |=============================================== EPYC 9755 .............. 0.065 |============================================== GROMACS 2024 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 41 AVG: 212 MAX: 289 EPYC 9575F ............. MIN: 38 AVG: 315 MAX: 400 EPYC 9655 .............. MIN: 42 AVG: 266 MAX: 348 EPYC 9755 .............. MIN: 45 AVG: 349 MAX: 487 QuantLib 1.32 Configuration: Multi-Threaded MFLOPS > Higher Is Better NVIDIA GH200 Grace CPU . 261141.5 |========================= EPYC 9575F ............. 297665.1 |============================ EPYC 9655 .............. 341991.7 |================================ EPYC 9755 .............. 465436.8 |============================================ QuantLib 1.32 Configuration: Multi-Threaded MFLOPS Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 1209.80 |============================================= EPYC 9575F ............. 897.44 |================================= EPYC 9655 .............. 1136.47 |========================================== EPYC 9755 .............. 1146.37 |=========================================== QuantLib 1.32 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 41 AVG: 216 MAX: 290 EPYC 9575F ............. MIN: 39 AVG: 332 MAX: 399 EPYC 9655 .............. MIN: 42 AVG: 301 MAX: 346 EPYC 9755 .............. MIN: 44 AVG: 406 MAX: 483 QMCPACK 3.17.1 Input: Li2_STO_ae Total Execution Time - Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 69.61 |======================================== EPYC 9575F ............. 72.93 |========================================== EPYC 9655 .............. 82.21 |=============================================== EPYC 9755 .............. 79.02 |============================================= QMCPACK 3.17.1 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 42 AVG: 268 MAX: 298 EPYC 9575F ............. MIN: 39 AVG: 376 MAX: 400 EPYC 9655 .............. MIN: 43 AVG: 322 MAX: 344 EPYC 9755 .............. MIN: 45 AVG: 442 MAX: 480 Pennant 1.0.1 Test: leblancbig Hydro Cycle Time - Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 4.473779 |============================================ EPYC 9575F ............. 3.238866 |================================ EPYC 9655 .............. 3.136517 |=============================== EPYC 9755 .............. 2.761260 |=========================== Pennant 1.0.1 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 42 AVG: 140 MAX: 266 EPYC 9575F ............. MIN: 38 AVG: 196 MAX: 398 EPYC 9655 .............. MIN: 42 AVG: 171 MAX: 340 EPYC 9755 .............. MIN: 45 AVG: 210 MAX: 476 Pennant 1.0.1 Test: sedovbig Hydro Cycle Time - Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 6.430304 |============================================ EPYC 9575F ............. 6.221108 |=========================================== EPYC 9655 .............. 5.478708 |===================================== EPYC 9755 .............. 4.393606 |============================== Pennant 1.0.1 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 42 AVG: 151 MAX: 253 EPYC 9575F ............. MIN: 38 AVG: 248 MAX: 400 EPYC 9655 .............. MIN: 43 AVG: 209 MAX: 340 EPYC 9755 .............. MIN: 45 AVG: 249 MAX: 471 NWChem 7.0.2 Input: C240 Buckyball Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 1214.7 |========================================== EPYC 9575F ............. 1225.7 |========================================== EPYC 9655 .............. 1334.1 |============================================== EPYC 9755 .............. 1326.2 |============================================== NWChem 7.0.2 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 41 AVG: 227 MAX: 281 EPYC 9575F ............. MIN: 38 AVG: 393 MAX: 400 EPYC 9655 .............. MIN: 42 AVG: 346 MAX: 369 EPYC 9755 .............. MIN: 44 AVG: 477 MAX: 499 Xcompact3d Incompact3d 2021-03-11 Input: X3D-benchmarking input.i3d Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 240.29 |============================================== EPYC 9575F ............. 217.38 |========================================== EPYC 9655 .............. 201.85 |======================================= EPYC 9755 .............. 199.84 |====================================== Xcompact3d Incompact3d 2021-03-11 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 42 AVG: 173 MAX: 253 EPYC 9575F ............. MIN: 38 AVG: 390 MAX: 400 EPYC 9655 .............. MIN: 42 AVG: 324 MAX: 343 EPYC 9755 .............. MIN: 45 AVG: 402 MAX: 444 OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Execution Time Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 37.37 |=============================================== EPYC 9575F ............. 25.60 |================================ EPYC 9655 .............. 24.07 |============================== EPYC 9755 .............. 20.60 |========================== OpenFOAM 10 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 41 AVG: 200 MAX: 288 EPYC 9575F ............. MIN: 39 AVG: 346 MAX: 400 EPYC 9655 .............. MIN: 42 AVG: 304 MAX: 363 EPYC 9755 .............. MIN: 44 AVG: 396 MAX: 493 OpenFOAM 10 Input: drivaerFastback, Medium Mesh Size - Execution Time Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 362.27 |============================================== EPYC 9575F ............. 233.12 |============================== EPYC 9655 .............. 195.15 |========================= EPYC 9755 .............. 160.37 |==================== OpenFOAM 10 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 41 AVG: 201 MAX: 292 EPYC 9575F ............. MIN: 38 AVG: 388 MAX: 400 EPYC 9655 .............. MIN: 42 AVG: 331 MAX: 360 EPYC 9755 .............. MIN: 45 AVG: 450 MAX: 490 7-Zip Compression 22.01 Test: Compression Rating MIPS > Higher Is Better NVIDIA GH200 Grace CPU . 436600 |====================== EPYC 9575F ............. 655241 |================================= EPYC 9655 .............. 762891 |======================================= EPYC 9755 .............. 908159 |============================================== 7-Zip Compression 22.01 Test: Decompression Rating MIPS > Higher Is Better NVIDIA GH200 Grace CPU . 424643 |======================= EPYC 9575F ............. 527037 |============================= EPYC 9655 .............. 626600 |================================== EPYC 9755 .............. 846736 |============================================== 7-Zip Compression 22.01 Test: Decompression Rating MIPS Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 2612.52 |============================================= EPYC 9575F ............. 1634.38 |============================ EPYC 9655 .............. 2211.88 |====================================== EPYC 9755 .............. 2269.16 |======================================= 7-Zip Compression 22.01 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 42 AVG: 163 MAX: 246 EPYC 9575F ............. MIN: 38 AVG: 322 MAX: 401 EPYC 9655 .............. MIN: 42 AVG: 283 MAX: 363 EPYC 9755 .............. MIN: 45 AVG: 373 MAX: 483 Parallel BZIP2 Compression 1.1.13 FreeBSD-13.0-RELEASE-amd64-memstick.img Compression Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 1.682797 |============================================ EPYC 9575F ............. 1.263408 |================================= EPYC 9655 .............. 1.131325 |============================== EPYC 9755 .............. 0.934896 |======================== Parallel BZIP2 Compression 1.1.13 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 40 AVG: 69 MAX: 208 EPYC 9575F ............. MIN: 38 AVG: 104 MAX: 361 EPYC 9655 .............. MIN: 42 AVG: 90 MAX: 271 EPYC 9755 .............. MIN: 45 AVG: 97 MAX: 319 Numpy Benchmark Score > Higher Is Better NVIDIA GH200 Grace CPU . 699.30 |================================= EPYC 9575F ............. 962.28 |============================================== EPYC 9655 .............. 870.03 |========================================== EPYC 9755 .............. 795.83 |====================================== Numpy Benchmark Score Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 16.277 |============================================== EPYC 9575F ............. 10.291 |============================= EPYC 9655 .............. 9.739 |============================ EPYC 9755 .............. 8.603 |======================== Numpy Benchmark CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 39 AVG: 43 MAX: 48 EPYC 9575F ............. MIN: 38 AVG: 94 MAX: 101 EPYC 9655 .............. MIN: 42 AVG: 89 MAX: 97 EPYC 9755 .............. MIN: 44 AVG: 93 MAX: 100 ASTC Encoder 4.7 Preset: Thorough MT/s > Higher Is Better NVIDIA GH200 Grace CPU . 46.41 |=================== EPYC 9575F ............. 72.38 |============================== EPYC 9655 .............. 81.68 |================================== EPYC 9755 .............. 110.04 |============================================== ASTC Encoder 4.7 Preset: Thorough MT/s Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 0.286 |========================= EPYC 9575F ............. 0.329 |============================= EPYC 9655 .............. 0.458 |======================================== EPYC 9755 .............. 0.541 |=============================================== ASTC Encoder 4.7 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 39 AVG: 162 MAX: 263 EPYC 9575F ............. MIN: 38 AVG: 220 MAX: 386 EPYC 9655 .............. MIN: 42 AVG: 178 MAX: 319 EPYC 9755 .............. MIN: 45 AVG: 203 MAX: 437 ASTC Encoder 4.7 Preset: Very Thorough MT/s > Higher Is Better NVIDIA GH200 Grace CPU . 6.5885 |=================== EPYC 9575F ............. 10.1197 |============================= EPYC 9655 .............. 11.5757 |================================= EPYC 9755 .............. 15.7195 |============================================= ASTC Encoder 4.7 Preset: Very Thorough MT/s Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 0.030 |============================ EPYC 9575F ............. 0.032 |============================== EPYC 9655 .............. 0.045 |========================================== EPYC 9755 .............. 0.050 |=============================================== ASTC Encoder 4.7 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 40 AVG: 219 MAX: 261 EPYC 9575F ............. MIN: 38 AVG: 314 MAX: 390 EPYC 9655 .............. MIN: 42 AVG: 255 MAX: 323 EPYC 9755 .............. MIN: 45 AVG: 318 MAX: 448 ASTC Encoder 4.7 Preset: Exhaustive MT/s > Higher Is Better NVIDIA GH200 Grace CPU . 4.0660 |=================== EPYC 9575F ............. 6.2035 |============================== EPYC 9655 .............. 7.1053 |================================== EPYC 9755 .............. 9.6576 |============================================== ASTC Encoder 4.7 Preset: Exhaustive MT/s Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 0.018 |============================ EPYC 9575F ............. 0.020 |=============================== EPYC 9655 .............. 0.028 |============================================ EPYC 9755 .............. 0.030 |=============================================== ASTC Encoder 4.7 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 42 AVG: 223 MAX: 267 EPYC 9575F ............. MIN: 38 AVG: 312 MAX: 391 EPYC 9655 .............. MIN: 43 AVG: 256 MAX: 324 EPYC 9755 .............. MIN: 45 AVG: 319 MAX: 450 GraphicsMagick 1.3.43 Operation: Noise-Gaussian Iterations Per Minute > Higher Is Better NVIDIA GH200 Grace CPU . 397 |================================================= EPYC 9575F ............. 291 |==================================== EPYC 9655 .............. 284 |=================================== EPYC 9755 .............. 313 |======================================= GraphicsMagick 1.3.43 Operation: Noise-Gaussian Iterations Per Minute Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 2.385 |=============================================== EPYC 9575F ............. 1.295 |========================== EPYC 9655 .............. 1.564 |=============================== EPYC 9755 .............. 1.505 |============================== GraphicsMagick 1.3.43 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 42 AVG: 166 MAX: 283 EPYC 9575F ............. MIN: 38 AVG: 225 MAX: 244 EPYC 9655 .............. MIN: 43 AVG: 182 MAX: 200 EPYC 9755 .............. MIN: 45 AVG: 208 MAX: 234 GraphicsMagick 1.3.43 Operation: Enhanced Iterations Per Minute > Higher Is Better NVIDIA GH200 Grace CPU . 369 |======================================== EPYC 9575F ............. 336 |==================================== EPYC 9655 .............. 364 |======================================= EPYC 9755 .............. 455 |================================================= GraphicsMagick 1.3.43 Operation: Enhanced Iterations Per Minute Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 1.542 |=============================================== EPYC 9575F ............. 0.986 |============================== EPYC 9655 .............. 1.421 |=========================================== EPYC 9755 .............. 1.405 |=========================================== GraphicsMagick 1.3.43 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 41 AVG: 239 MAX: 263 EPYC 9575F ............. MIN: 38 AVG: 341 MAX: 368 EPYC 9655 .............. MIN: 42 AVG: 256 MAX: 276 EPYC 9755 .............. MIN: 45 AVG: 324 MAX: 350 GraphicsMagick 1.3.43 Operation: Sharpen Iterations Per Minute > Higher Is Better NVIDIA GH200 Grace CPU . 428 |================================================= EPYC 9575F ............. 301 |================================== EPYC 9655 .............. 320 |===================================== EPYC 9755 .............. 403 |============================================== GraphicsMagick 1.3.43 Operation: Sharpen Iterations Per Minute Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 1.600 |=============================================== EPYC 9575F ............. 0.904 |=========================== EPYC 9655 .............. 1.188 |=================================== EPYC 9755 .............. 1.170 |================================== GraphicsMagick 1.3.43 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 43 AVG: 268 MAX: 300 EPYC 9575F ............. MIN: 39 AVG: 333 MAX: 356 EPYC 9655 .............. MIN: 42 AVG: 269 MAX: 288 EPYC 9755 .............. MIN: 45 AVG: 344 MAX: 372 Liquid-DSP 1.6 Threads: 256 - Buffer Length: 256 - Filter Length: 32 samples/s > Higher Is Better NVIDIA GH200 Grace CPU . 4502400000 |====================== EPYC 9575F ............. 5265866667 |========================== EPYC 9655 .............. 6327600000 |=============================== EPYC 9755 .............. 8494733333 |========================================== Liquid-DSP 1.6 Threads: 256 - Buffer Length: 256 - Filter Length: 32 samples/s Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 17535441.66 |=================================== EPYC 9575F ............. 14781256.88 |============================= EPYC 9655 .............. 20685459.05 |========================================= EPYC 9755 .............. 20115931.63 |======================================== Liquid-DSP 1.6 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 41 AVG: 257 MAX: 292 EPYC 9575F ............. MIN: 38 AVG: 356 MAX: 401 EPYC 9655 .............. MIN: 43 AVG: 306 MAX: 344 EPYC 9755 .............. MIN: 45 AVG: 422 MAX: 488 Xmrig 6.21 Variant: GhostRider - Hash Count: 1M H/s > Higher Is Better NVIDIA GH200 Grace CPU . 4015.5 |========= EPYC 9575F ............. 11601.9 |========================== EPYC 9655 .............. 14312.3 |================================ EPYC 9755 .............. 19873.0 |============================================= Xmrig 6.21 Variant: GhostRider - Hash Count: 1M H/s Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 28.69 |============================= EPYC 9575F ............. 30.52 |=============================== EPYC 9655 .............. 44.50 |============================================= EPYC 9755 .............. 46.77 |=============================================== Xmrig 6.21 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 41 AVG: 140 MAX: 147 EPYC 9575F ............. MIN: 38 AVG: 380 MAX: 401 EPYC 9655 .............. MIN: 42 AVG: 322 MAX: 347 EPYC 9755 .............. MIN: 45 AVG: 425 MAX: 482 Helsing 1.0-beta Digit Range: 14 digit Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 56.97 |=========================================== EPYC 9575F ............. 61.83 |=============================================== EPYC 9655 .............. 59.29 |============================================= EPYC 9755 .............. 43.06 |================================= Helsing 1.0-beta CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 41 AVG: 267 MAX: 291 EPYC 9575F ............. MIN: 38 AVG: 347 MAX: 373 EPYC 9655 .............. MIN: 43 AVG: 287 MAX: 311 EPYC 9755 .............. MIN: 45 AVG: 389 MAX: 430 Stockfish 16.1 Chess Benchmark Nodes Per Second > Higher Is Better NVIDIA GH200 Grace CPU . 98146858 |============== EPYC 9575F ............. 182135967 |========================= EPYC 9655 .............. 219189543 |=============================== EPYC 9755 .............. 307343923 |=========================================== Stockfish 16.1 Chess Benchmark Nodes Per Second Per Watt > Higher Is Better NVIDIA GH200 Grace CPU . 375426.89 |======================= EPYC 9575F ............. 490782.75 |============================== EPYC 9655 .............. 668223.51 |========================================= EPYC 9755 .............. 697627.07 |=========================================== Stockfish 16.1 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 43 AVG: 261 MAX: 291 EPYC 9575F ............. MIN: 39 AVG: 371 MAX: 401 EPYC 9655 .............. MIN: 42 AVG: 328 MAX: 364 EPYC 9755 .............. MIN: 45 AVG: 441 MAX: 487 Primesieve 12.1 Length: 1e12 Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 2.667 |=============================================== EPYC 9575F ............. 2.123 |===================================== EPYC 9655 .............. 2.042 |==================================== EPYC 9755 .............. 1.553 |=========================== Primesieve 12.1 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 42 AVG: 111 MAX: 254 EPYC 9575F ............. MIN: 38 AVG: 146 MAX: 376 EPYC 9655 .............. MIN: 42 AVG: 130 MAX: 315 EPYC 9755 .............. MIN: 45 AVG: 147 MAX: 432 Primesieve 12.1 Length: 1e13 Seconds < Lower Is Better NVIDIA GH200 Grace CPU . 31.46 |=============================================== EPYC 9575F ............. 25.40 |====================================== EPYC 9655 .............. 24.22 |==================================== EPYC 9755 .............. 17.97 |=========================== Primesieve 12.1 CPU Power Consumption Monitor Watts < Lower Is Better NVIDIA GH200 Grace CPU . MIN: 41 AVG: 233 MAX: 272 EPYC 9575F ............. MIN: 38 AVG: 321 MAX: 393 EPYC 9655 .............. MIN: 42 AVG: 268 MAX: 344 EPYC 9755 .............. MIN: 45 AVG: 342 MAX: 460 CPU Power Consumption Monitor Phoronix Test Suite System Monitoring Watts NVIDIA GH200 Grace CPU . MIN: 38 AVG: 170 MAX: 300 EPYC 9575F ............. MIN: 19 AVG: 313 MAX: 403 EPYC 9655 .............. MIN: 41 AVG: 253 MAX: 372 EPYC 9755 .............. MIN: 44 AVG: 324 MAX: 501