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Performance per watt evaluated by dividing Cinebench R23 nT score by wall power of otherwise identical systems. Alder Lake system: Core i9-12900KS, ROG Maximus Z690 Hero (BIOS 0702), 2x16GB DDR5-5200 at 392W. Zen 3 system: Ryzen 9 5950X, ROG Crosshair VIII Hero, 2x8GB DDR4-3600. All systems configured with Radeon RX 6950XT (driver 22.10 Prime), Windows 11 build 22000.593, Samsung 980 Pro 1TB SSD, Asetek 280MM liquid cooler at 203W. 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Single-thread performance evaluated with Cinebench R23 1T. AMD Ryzen 9 5950X System: ASUS ROG Crosshair VIII Hero X570, 2x8 DDR4-3600C16. AMD Ryzen 7000 Series: AMD Reference X670 Motherboard, Ryzen 7000 Series 16-core pre-production processor sample, 2x16GB DDR5-6000CL30. All systems configured with Radeon RX 6950XT GPU (driver: 22.10 Prime), Windows 11 Build 22000.593, Samsung 980 Pro 1TB SSD, Asetek 280MM liquid cooler. 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EPYC-025: 64-core 3rd Gen EPYC 7xx3 CPUs compared to a maximum 40-core 3rd Gen Intel Xeon Platinum 8380. GD-204: \"Technical Computing\" or \"Technical Computing Workloads\" as defined by AMD can include: electronic design automation, computational fluid dynamics, finite element analysis, seismic tomography, weather forecasting, quantum mechanics, climate research, molecular modeling, or similar workloads. SP5-003: Estimated SPECrate®2017_int_base comparison based on internal AMD estimates. The 4th Gen EPYC score is based on engineering projections and the EPYC 7763 system score is a measured SPECrate score, using two different AMD reference systems as of 4/5/2022. OEM published scores and performance/CPU TDP Watt will vary based on system configuration and use of production silicon. SPEC®, SPEC CPU®, and SPECrate® are registered trademarks of the Standard Performance Evaluation Corporation. See www.spec.org for more information. SP5-005: Server-side Java multiJVM workload demo comparison based on AMD measured testing as of 6/2/2022. Configurations: 2x 96-core AMD 4th Gen EPYC (pre-production silicon) on a reference system versus 2x 64-core EPYC 7763 on a reference system. Java version JDK18. OEM published scores will vary based on system configuration and use of production silicon. SP5-006: 128-core 4th Gen EPYC CPU compared to a maximum 64-core 3rd Gen EPYC 77x3 options for 2x the container/core density. SP5-007: 4th Gen EPYC CPUs have 12 channels of DDR5 memory vs. 3rd Gen Intel Xeon Scalable CPUs with 8 channels of DDR4 memory and announced standard “Sapphire Rapids” with 8 channels of DDR5 memory. MLN-016C: Results as of 03/28/2022 using SPECrate®2017_int_base. The top scores of EPYC 7773X and 7763 are statistically tied. The AMD EPYC 7763 scored 861, http://spec.org/cpu2017/results/res2021q4/cpu2017-20211121-30148.html and 7773X scored 864, http://spec.org/cpu2017/results/res2022q1/cpu2017-20220228-31120.html which is higher than all other 2P scores published on the SPEC® website. SPEC®, SPECrate® and SPEC CPU® are registered trademarks of the Standard Performance Evaluation Corporation. See www.spec.org for more information. MLN-101: SAP® SD 2-tier comparison based on best performing systems published at www.sap.com/benchmarks as of 5/5/2021, 2x AMD EPYC™ 7763 scored 75,000 benchmark users (https://www.sap.com/dmc/benchmark/2021/Cert21021.pdf) which supports 56% more benchmark users than the top “Ice Lake” 3rd Gen 2x Intel® Xeon® Platinum 8380 that scored 48,000 benchmark users (https://www.sap.com/dmc/benchmark/2021/Cert21026.pdf). 2x AMD EPYC 7H12 scored 69,499 benchmark users, https://www.sap.com/dmc/benchmark/2020/Cert20023.pdf). SAP and SAP logo are the trademarks or registered trademarks of SAP SE (or an SAP affiliate company) in Germany and in several other countries. MLN-092B: SPECjbb® 2015-MultiJVM Critical comparison based on best performing 2P systems published at www.spec.org as of 10/26/2021, 2x AMD EPYC™ 7763 scored 313.824 SPECjbb® 2015-MultiJVM Critical-jOPS (339,338 max-jOPS, https://www.spec.org/jbb2015/results/res2021q3/jbb2015-20210701-00688.html ) which has 47% higher critical server-side Java® operations than the top “Ice Lake” 2x Intel® Xeon® Platinum 8380 that scored 213,195 critical-jOPS (269,094 max-jOPS, https://www.spec.org/jbb2015/results/res2021q3/jbb2015-20210810-00701.html). 2x AMD EPYC 7H12 scored 248,942 critical-jOPS (315,663 max-jOPS, https://www.spec.org/jbb2015/results/res2021q3/jbb2015-202002q2/jbb2015-20200423-00550.html). SPEC® and SPECjbb® are registered trademarks of the Standard Performance Evaluation Corporation. See www.spec.org for more information. MLNX-033A: SPECrate®2017_fp_base comparison based on best performing systems published at www.spec.org as of 10/26/2021. Configurations: 2x AMD EPYC 7773X (745 SPECrate®2017_fp_base, http://spec.org/cpu2017/results/res2022q1/cpu2017-20220228-31118.html, $17600 1Ku price total, 560W total TDP) versus 2x Intel Xeon Platinum 8380 (489 SPECrate®2017_fp_base, http://spec.org/cpu2017/results/res2021q2/cpu2017-20210521-26361.html, $17332 1Ku price total, 540W total TDP) for 1.52x the performance at 1.5x the score per total CPU $ and 1.47x the performance/Watt. AMD 1Ku pricing and Intel ARK.intel.com specifications and pricing as of 3/15/22. SPEC®, SPEC CPU®, and SPECrate® are registered trademarks of the Standard Performance Evaluation Corporation. See www.spec.org for more information. MLNX-047: SPECrate®2017_fp_base comparison based on best performing systems published at www.spec.org as of 03/28/2022. A server with 2x AMD EPYC 7773X (745 SPECrate®2017_fp_base, http://spec.org/cpu2017/results/res2022q1/cpu2017-20220228-31118.html) is higher than all other 2P SPECrate®2017_fp_base scores. SPEC®, SPEC CPU®, and SPECrate® are registered trademarks of the Standard Performance Evaluation Corporation. 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EPYC/Nvidia system: NVIDIA DGXA100, Dual socket 64-core AMD EPYC 7742 Series CPUs, with 8x NVIDIA A100 SXM 80GB (400W), CUDA 11.6 and Driver Version 510.47.03, OS: Benchmark: Resnet model (Median scores of Resnet50, Resnet 101, Resnet152 datasets) Commit(Container): superbench/superbench:v0.4.0-cuda11.1.1 from here Benchmark Results: Resnet testing resulted in median throughput of 8x A100: resnet50 = 7057.052, resnet101 = 4968.324, resnet152 = 3806.318 Samples (Throughput)/ sec. Details on SuperBench found here Server manufacturers may vary configurations, yielding different results. 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