Google Cloud c3 Sapphire Rapids vs. AMD Milan

Benchmarks by Michael Larabel for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2303280-NE-2303286NE24
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  Test
  Duration
c3-highcpu-8 SPR
March 21 2023
  12 Hours, 6 Minutes
c2-standard-8 CLX
March 21 2023
  13 Hours
n2-standard-8 CLX
March 22 2023
  16 Hours, 1 Minute
n2-highcpu-8 CLX
March 23 2023
  14 Hours, 13 Minutes
t2d-standard-8 AMD
March 27 2023
  11 Hours, 20 Minutes
c2d-highcpu-8 AMD
March 28 2023
  11 Hours, 59 Minutes
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  13 Hours, 7 Minutes

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Google Cloud c3 Sapphire Rapids vs. AMD Milan Benchmarks by Michael Larabel for a future article. c3-highcpu-8 SPR: Processor: Intel Xeon Platinum 8481C (4 Cores / 8 Threads), Motherboard: Google Compute Engine c3-highcpu-8, Chipset: Intel 440FX 82441FX PMC, Memory: 16GB, Disk: 322GB nvme_card-pd, Network: Google Compute Engine Virtual OS: Ubuntu 22.10, Kernel: 5.19.0-1015-gcp (x86_64), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, System Layer: KVM c2-standard-8 CLX: Processor: Intel Xeon (4 Cores / 8 Threads), Motherboard: Google Compute Engine c2-standard-8, Chipset: Intel 440FX 82441FX PMC, Memory: 32GB, Disk: 322GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.10, Kernel: 5.19.0-1015-gcp (x86_64), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, System Layer: KVM n2-standard-8 CLX: Processor: Intel Xeon (4 Cores / 8 Threads), Motherboard: Google Compute Engine n2-standard-8, Chipset: Intel 440FX 82441FX PMC, Memory: 32GB, Disk: 322GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.10, Kernel: 5.19.0-1015-gcp (x86_64), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, System Layer: KVM n2-highcpu-8 CLX: Processor: Intel Xeon (4 Cores / 8 Threads), Motherboard: Google Compute Engine n2-highcpu-8, Chipset: Intel 440FX 82441FX PMC, Memory: 8GB, Disk: 322GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.10, Kernel: 5.19.0-1015-gcp (x86_64), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, System Layer: KVM t2d-standard-8 AMD: Processor: AMD EPYC 7B13 (8 Cores), Motherboard: Google Compute Engine t2d-standard-8, Chipset: Intel 440FX 82441FX PMC, Memory: 32GB, Disk: 322GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.10, Kernel: 5.19.0-1015-gcp (x86_64), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, System Layer: KVM c2d-highcpu-8 AMD: Processor: AMD EPYC 7B13 (4 Cores / 8 Threads), Motherboard: Google Compute Engine c2d-highcpu-8, Chipset: Intel 440FX 82441FX PMC, Memory: 16GB, Disk: 322GB PersistentDisk, Network: Red Hat Virtio device OS: Ubuntu 22.10, Kernel: 5.19.0-1015-gcp (x86_64), Vulkan: 1.3.224, Compiler: GCC 12.2.0, File-System: ext4, System Layer: KVM miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 Billion Interactions/s > Higher Is Better c3-highcpu-8 SPR ... 7.546 |=============================== c2-standard-8 CLX .. 6.112 |========================= n2-standard-8 CLX .. 5.358 |====================== n2-highcpu-8 CLX ... 5.358 |====================== t2d-standard-8 AMD . 12.162 |================================================== c2d-highcpu-8 AMD .. 7.443 |=============================== OpenSSL 3.1 Algorithm: SHA256 byte/s > Higher Is Better c3-highcpu-8 SPR ... 4283873987 |============================= c2-standard-8 CLX .. 1318193530 |========= n2-standard-8 CLX .. 1178513873 |======== n2-highcpu-8 CLX ... 1177333613 |======== t2d-standard-8 AMD . 6876127730 |============================================== c2d-highcpu-8 AMD .. 5824179883 |======================================= OpenSSL 3.1 Algorithm: SHA512 byte/s > Higher Is Better c3-highcpu-8 SPR ... 1568572920 |======================= c2-standard-8 CLX .. 1465815227 |===================== n2-standard-8 CLX .. 1308154027 |=================== n2-highcpu-8 CLX ... 1306223720 |=================== t2d-standard-8 AMD . 3158654817 |============================================== c2d-highcpu-8 AMD .. 1863352067 |=========================== OpenSSL 3.1 Algorithm: ChaCha20 byte/s > Higher Is Better c3-highcpu-8 SPR ... 22091557637 |====================================== c2-standard-8 CLX .. 21346811813 |==================================== n2-standard-8 CLX .. 19055130217 |================================= n2-highcpu-8 CLX ... 19065485903 |================================= t2d-standard-8 AMD . 26325286910 |============================================= c2d-highcpu-8 AMD .. 17266517790 |============================== OpenSSL 3.1 Algorithm: AES-128-GCM byte/s > Higher Is Better c3-highcpu-8 SPR ... 57594077823 |============================================= c2-standard-8 CLX .. 23237312603 |================== n2-standard-8 CLX .. 20765256453 |================ n2-highcpu-8 CLX ... 20753550177 |================ t2d-standard-8 AMD . 33948315373 |=========================== c2d-highcpu-8 AMD .. 18522423023 |============== OpenSSL 3.1 Algorithm: AES-256-GCM byte/s > Higher Is Better c3-highcpu-8 SPR ... 48008361573 |============================================= c2-standard-8 CLX .. 16945000630 |================ n2-standard-8 CLX .. 15129238003 |============== n2-highcpu-8 CLX ... 15133854923 |============== t2d-standard-8 AMD . 31447472720 |============================= c2d-highcpu-8 AMD .. 16968938653 |================ OpenSSL 3.1 Algorithm: ChaCha20-Poly1305 byte/s > Higher Is Better c3-highcpu-8 SPR ... 15970781140 |========================================= c2-standard-8 CLX .. 10919151843 |============================ n2-standard-8 CLX .. 9576513353 |======================== n2-highcpu-8 CLX ... 9567474300 |======================== t2d-standard-8 AMD . 17592600077 |============================================= c2d-highcpu-8 AMD .. 11759326457 |============================== nekRS 22.0 Input: TurboPipe Periodic FLOP/s > Higher Is Better c3-highcpu-8 SPR ... 30667900000 |================================== c2-standard-8 CLX .. 25100766667 |============================ n2-standard-8 CLX .. 22963566667 |========================= t2d-standard-8 AMD . 40756366667 |============================================= c2d-highcpu-8 AMD .. 27115200000 |============================== Embree 4.0.1 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better c3-highcpu-8 SPR ... 5.8475 |================================================== c2-standard-8 CLX .. 3.9340 |================================== n2-standard-8 CLX .. 3.4584 |============================== n2-highcpu-8 CLX ... 3.4714 |============================== t2d-standard-8 AMD . 5.4928 |=============================================== c2d-highcpu-8 AMD .. 4.9231 |========================================== Embree 4.0.1 Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second > Higher Is Better c3-highcpu-8 SPR ... 7.3642 |================================================== c2-standard-8 CLX .. 5.1542 |=================================== n2-standard-8 CLX .. 4.5768 |=============================== n2-highcpu-8 CLX ... 4.5994 |=============================== t2d-standard-8 AMD . 6.4173 |============================================ c2d-highcpu-8 AMD .. 5.8350 |======================================== uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Very Fast Frames Per Second > Higher Is Better c3-highcpu-8 SPR ... 6.99 |================================= c2-standard-8 CLX .. 5.69 |=========================== n2-standard-8 CLX .. 4.97 |======================== n2-highcpu-8 CLX ... 4.93 |======================== t2d-standard-8 AMD . 10.68 |=================================================== c2d-highcpu-8 AMD .. 7.90 |====================================== uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Super Fast Frames Per Second > Higher Is Better c3-highcpu-8 SPR ... 7.48 |================================== c2-standard-8 CLX .. 6.03 |=========================== n2-standard-8 CLX .. 5.28 |======================== n2-highcpu-8 CLX ... 5.17 |======================= t2d-standard-8 AMD . 11.36 |=================================================== c2d-highcpu-8 AMD .. 8.14 |===================================== uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Ultra Fast Frames Per Second > Higher Is Better c3-highcpu-8 SPR ... 9.12 |================================== c2-standard-8 CLX .. 7.45 |============================ n2-standard-8 CLX .. 6.51 |======================== n2-highcpu-8 CLX ... 6.41 |======================== t2d-standard-8 AMD . 13.67 |=================================================== c2d-highcpu-8 AMD .. 9.82 |===================================== uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Very Fast Frames Per Second > Higher Is Better c3-highcpu-8 SPR ... 32.39 |================================== c2-standard-8 CLX .. 26.30 |=========================== n2-standard-8 CLX .. 22.81 |======================== n2-highcpu-8 CLX ... 22.87 |======================== t2d-standard-8 AMD . 49.19 |=================================================== c2d-highcpu-8 AMD .. 36.45 |====================================== uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Super Fast Frames Per Second > Higher Is Better c3-highcpu-8 SPR ... 34.50 |================================== c2-standard-8 CLX .. 27.72 |=========================== n2-standard-8 CLX .. 24.15 |======================== n2-highcpu-8 CLX ... 24.15 |======================== t2d-standard-8 AMD . 52.25 |=================================================== c2d-highcpu-8 AMD .. 37.79 |===================================== uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast Frames Per Second > Higher Is Better c3-highcpu-8 SPR ... 42.24 |=================================== c2-standard-8 CLX .. 34.47 |============================ n2-standard-8 CLX .. 30.05 |========================= n2-highcpu-8 CLX ... 29.97 |========================= t2d-standard-8 AMD . 61.85 |=================================================== c2d-highcpu-8 AMD .. 45.53 |====================================== miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 GFInst/s > Higher Is Better c3-highcpu-8 SPR ... 188.65 |=============================== c2-standard-8 CLX .. 152.80 |========================= n2-standard-8 CLX .. 133.95 |====================== n2-highcpu-8 CLX ... 133.95 |====================== t2d-standard-8 AMD . 304.05 |================================================== c2d-highcpu-8 AMD .. 186.08 |=============================== Intel Open Image Denoise 1.4.0 Run: RT.hdr_alb_nrm.3840x2160 Images / Sec > Higher Is Better c3-highcpu-8 SPR ... 0.24 |========================================== c2-standard-8 CLX .. 0.22 |====================================== n2-standard-8 CLX .. 0.20 |=================================== n2-highcpu-8 CLX ... 0.20 |=================================== t2d-standard-8 AMD . 0.30 |==================================================== c2d-highcpu-8 AMD .. 0.16 |============================ Intel Open Image Denoise 1.4.0 Run: RTLightmap.hdr.4096x4096 Images / Sec > Higher Is Better c3-highcpu-8 SPR ... 0.12 |========================================== c2-standard-8 CLX .. 0.11 |====================================== n2-standard-8 CLX .. 0.10 |=================================== n2-highcpu-8 CLX ... 0.09 |=============================== t2d-standard-8 AMD . 0.15 |==================================================== c2d-highcpu-8 AMD .. 0.08 |============================ TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: ResNet-50 images/sec > Higher Is Better c3-highcpu-8 SPR ... 14.20 |=================================================== c2-standard-8 CLX .. 13.33 |================================================ n2-standard-8 CLX .. 12.18 |============================================ n2-highcpu-8 CLX ... 12.18 |============================================ t2d-standard-8 AMD . 10.74 |======================================= c2d-highcpu-8 AMD .. 8.66 |=============================== TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: ResNet-50 images/sec > Higher Is Better c3-highcpu-8 SPR ... 14.93 |=================================================== c2-standard-8 CLX .. 14.11 |================================================ n2-standard-8 CLX .. 12.95 |============================================ n2-highcpu-8 CLX ... 12.99 |============================================ t2d-standard-8 AMD . 10.61 |==================================== c2d-highcpu-8 AMD .. 8.55 |============================= TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: ResNet-50 images/sec > Higher Is Better c3-highcpu-8 SPR ... 15.69 |=================================================== c2-standard-8 CLX .. 14.79 |================================================ n2-standard-8 CLX .. 13.74 |============================================= n2-highcpu-8 CLX ... 13.70 |============================================= t2d-standard-8 AMD . 10.48 |================================== c2d-highcpu-8 AMD .. 8.46 |=========================== OpenVKL 1.3.1 Benchmark: vklBenchmark ISPC Items / Sec > Higher Is Better c3-highcpu-8 SPR ... 98 |====================================================== c2-standard-8 CLX .. 70 |======================================= n2-standard-8 CLX .. 63 |=================================== n2-highcpu-8 CLX ... 81 |============================================= t2d-standard-8 AMD . 75 |========================================= c2d-highcpu-8 AMD .. 62 |================================== Neural Magic DeepSparse 1.3.2 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better c3-highcpu-8 SPR ... 3.7873 |=============================== c2-standard-8 CLX .. 2.9308 |======================== n2-standard-8 CLX .. 2.6587 |====================== n2-highcpu-8 CLX ... 2.6268 |===================== t2d-standard-8 AMD . 6.1611 |================================================== c2d-highcpu-8 AMD .. 3.4194 |============================ Neural Magic DeepSparse 1.3.2 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better c3-highcpu-8 SPR ... 19.17 |========================================= c2-standard-8 CLX .. 15.92 |================================== n2-standard-8 CLX .. 15.36 |================================= n2-highcpu-8 CLX ... 15.11 |================================ t2d-standard-8 AMD . 23.81 |=================================================== c2d-highcpu-8 AMD .. 13.55 |============================= Neural Magic DeepSparse 1.3.2 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better c3-highcpu-8 SPR ... 64.87 |================================================ c2-standard-8 CLX .. 59.99 |============================================ n2-standard-8 CLX .. 54.96 |========================================= n2-highcpu-8 CLX ... 54.52 |======================================== t2d-standard-8 AMD . 68.86 |=================================================== c2d-highcpu-8 AMD .. 38.12 |============================ Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better c3-highcpu-8 SPR ... 33.11 |================================= c2-standard-8 CLX .. 29.18 |============================= n2-standard-8 CLX .. 25.97 |========================== n2-highcpu-8 CLX ... 25.69 |========================== t2d-standard-8 AMD . 51.35 |=================================================== c2d-highcpu-8 AMD .. 28.49 |============================ Neural Magic DeepSparse 1.3.2 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better c3-highcpu-8 SPR ... 6.5372 |======================================== c2-standard-8 CLX .. 6.1893 |====================================== n2-standard-8 CLX .. 5.7491 |=================================== n2-highcpu-8 CLX ... 5.6481 |=================================== t2d-standard-8 AMD . 8.1654 |================================================== c2d-highcpu-8 AMD .. 4.5842 |============================ Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better c3-highcpu-8 SPR ... 16.22 |================================ c2-standard-8 CLX .. 13.99 |=========================== n2-standard-8 CLX .. 12.74 |========================= n2-highcpu-8 CLX ... 12.88 |========================= t2d-standard-8 AMD . 26.06 |=================================================== c2d-highcpu-8 AMD .. 14.35 |============================ Neural Magic DeepSparse 1.3.2 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better c3-highcpu-8 SPR ... 3.7693 |============================== c2-standard-8 CLX .. 2.9352 |======================== n2-standard-8 CLX .. 2.6597 |===================== n2-highcpu-8 CLX ... 2.6570 |===================== t2d-standard-8 AMD . 6.1956 |================================================== c2d-highcpu-8 AMD .. 3.3909 |=========================== Zstd Compression 1.5.4 Compression Level: 19 - Compression Speed MB/s > Higher Is Better c3-highcpu-8 SPR ... 10.30 |================================================ c2-standard-8 CLX .. 9.24 |=========================================== n2-standard-8 CLX .. 8.24 |====================================== n2-highcpu-8 CLX ... 8.29 |====================================== t2d-standard-8 AMD . 10.90 |=================================================== c2d-highcpu-8 AMD .. 11.00 |=================================================== Zstd Compression 1.5.4 Compression Level: 19 - Decompression Speed MB/s > Higher Is Better c3-highcpu-8 SPR ... 905.2 |==================================== c2-standard-8 CLX .. 701.1 |============================ n2-standard-8 CLX .. 649.5 |========================== n2-highcpu-8 CLX ... 640.8 |========================== t2d-standard-8 AMD . 1129.0 |============================================= c2d-highcpu-8 AMD .. 1253.6 |================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better c3-highcpu-8 SPR ... 6.50 |================================================== c2-standard-8 CLX .. 5.86 |============================================= n2-standard-8 CLX .. 5.13 |======================================== n2-highcpu-8 CLX ... 5.04 |======================================= t2d-standard-8 AMD . 5.42 |========================================== c2d-highcpu-8 AMD .. 6.71 |==================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better c3-highcpu-8 SPR ... 907.2 |====================================== c2-standard-8 CLX .. 713.8 |============================== n2-standard-8 CLX .. 660.3 |============================ n2-highcpu-8 CLX ... 650.0 |=========================== t2d-standard-8 AMD . 1075.8 |============================================= c2d-highcpu-8 AMD .. 1183.8 |================================================== 7-Zip Compression 22.01 Test: Compression Rating MIPS > Higher Is Better c3-highcpu-8 SPR ... 35306 |===================================== c2-standard-8 CLX .. 30989 |================================= n2-standard-8 CLX .. 28062 |============================== n2-highcpu-8 CLX ... 28093 |============================== t2d-standard-8 AMD . 48449 |=================================================== c2d-highcpu-8 AMD .. 39203 |========================================= LeelaChessZero 0.28 Backend: BLAS Nodes Per Second > Higher Is Better c3-highcpu-8 SPR ... 1272 |==================================================== c2-standard-8 CLX .. 909 |===================================== n2-standard-8 CLX .. 810 |================================= n2-highcpu-8 CLX ... 770 |=============================== t2d-standard-8 AMD . 1202 |================================================= c2d-highcpu-8 AMD .. 856 |=================================== LeelaChessZero 0.28 Backend: Eigen Nodes Per Second > Higher Is Better c3-highcpu-8 SPR ... 1221 |==================================================== c2-standard-8 CLX .. 902 |====================================== n2-standard-8 CLX .. 808 |================================== n2-highcpu-8 CLX ... 801 |================================== t2d-standard-8 AMD . 1039 |============================================ c2d-highcpu-8 AMD .. 743 |================================ GROMACS 2023 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better c3-highcpu-8 SPR ... 0.777 |==================================== c2-standard-8 CLX .. 0.579 |=========================== n2-standard-8 CLX .. 0.528 |========================= n2-highcpu-8 CLX ... 0.529 |========================= t2d-standard-8 AMD . 1.098 |=================================================== c2d-highcpu-8 AMD .. 0.690 |================================ CockroachDB 22.2 Workload: KV, 50% Reads - Concurrency: 128 ops/s > Higher Is Better c3-highcpu-8 SPR ... 19321.6 |================================================= c2-standard-8 CLX .. 13684.5 |=================================== n2-standard-8 CLX .. 12699.1 |================================ n2-highcpu-8 CLX ... 12635.1 |================================ t2d-standard-8 AMD . 19110.4 |================================================ c2d-highcpu-8 AMD .. 17168.4 |============================================ CockroachDB 22.2 Workload: KV, 95% Reads - Concurrency: 128 ops/s > Higher Is Better c3-highcpu-8 SPR ... 24960.1 |================================================= c2-standard-8 CLX .. 16184.2 |================================ n2-standard-8 CLX .. 14976.8 |============================= n2-highcpu-8 CLX ... 14884.7 |============================= t2d-standard-8 AMD . 22148.8 |=========================================== c2d-highcpu-8 AMD .. 20571.8 |======================================== Memcached 1.6.18 Set To Get Ratio: 1:10 Ops/sec > Higher Is Better c3-highcpu-8 SPR ... 1044947.13 |======================================== c2-standard-8 CLX .. 715723.53 |=========================== n2-standard-8 CLX .. 641713.60 |========================= n2-highcpu-8 CLX ... 614742.62 |======================== t2d-standard-8 AMD . 1200527.42 |============================================== c2d-highcpu-8 AMD .. 842830.77 |================================ Memcached 1.6.18 Set To Get Ratio: 1:100 Ops/sec > Higher Is Better c3-highcpu-8 SPR ... 1030937.28 |======================================= c2-standard-8 CLX .. 702291.93 |========================== n2-standard-8 CLX .. 624980.66 |======================= n2-highcpu-8 CLX ... 604363.37 |======================= t2d-standard-8 AMD . 1224550.68 |============================================== c2d-highcpu-8 AMD .. 835405.06 |=============================== MariaDB 11.0.1 Clients: 2048 Queries Per Second > Higher Is Better c3-highcpu-8 SPR ... 332 |===================================================== c2-standard-8 CLX .. 248 |======================================== n2-standard-8 CLX .. 220 |=================================== n2-highcpu-8 CLX ... 220 |=================================== t2d-standard-8 AMD . 301 |================================================ c2d-highcpu-8 AMD .. 305 |================================================= MariaDB 11.0.1 Clients: 4096 Queries Per Second > Higher Is Better c3-highcpu-8 SPR ... 317 |===================================================== c2-standard-8 CLX .. 237 |======================================== n2-standard-8 CLX .. 207 |=================================== n2-highcpu-8 CLX ... 214 |==================================== t2d-standard-8 AMD . 280 |=============================================== c2d-highcpu-8 AMD .. 292 |================================================= John The Ripper 2023.03.14 Test: bcrypt Real C/S > Higher Is Better c3-highcpu-8 SPR ... 6932 |================================= c2-standard-8 CLX .. 6687 |================================ n2-standard-8 CLX .. 5970 |============================= n2-highcpu-8 CLX ... 5962 |============================= t2d-standard-8 AMD . 10585 |=================================================== c2d-highcpu-8 AMD .. 7620 |===================================== John The Ripper 2023.03.14 Test: Blowfish Real C/S > Higher Is Better c3-highcpu-8 SPR ... 6930 |================================= c2-standard-8 CLX .. 6684 |================================ n2-standard-8 CLX .. 5968 |============================= n2-highcpu-8 CLX ... 5959 |============================= t2d-standard-8 AMD . 10611 |=================================================== c2d-highcpu-8 AMD .. 7619 |===================================== John The Ripper 2023.03.14 Test: MD5 Real C/S > Higher Is Better c3-highcpu-8 SPR ... 765713 |================================================== c2-standard-8 CLX .. 683546 |============================================= n2-standard-8 CLX .. 599637 |======================================= n2-highcpu-8 CLX ... 598971 |======================================= t2d-standard-8 AMD . 738210 |================================================ c2d-highcpu-8 AMD .. 436585 |============================= nginx 1.23.2 Connections: 100 Requests Per Second > Higher Is Better c3-highcpu-8 SPR ... 36310.35 |================================================ c2-standard-8 CLX .. 25148.28 |================================= n2-standard-8 CLX .. 22830.19 |============================== n2-highcpu-8 CLX ... 22444.40 |============================== t2d-standard-8 AMD . 35257.77 |=============================================== c2d-highcpu-8 AMD .. 25019.86 |================================= nginx 1.23.2 Connections: 200 Requests Per Second > Higher Is Better c3-highcpu-8 SPR ... 35602.10 |================================================ c2-standard-8 CLX .. 24695.91 |================================= n2-standard-8 CLX .. 22570.18 |============================== n2-highcpu-8 CLX ... 21431.42 |============================= t2d-standard-8 AMD . 35225.04 |=============================================== c2d-highcpu-8 AMD .. 24677.03 |================================= nginx 1.23.2 Connections: 500 Requests Per Second > Higher Is Better c3-highcpu-8 SPR ... 34672.65 |=============================================== c2-standard-8 CLX .. 21957.17 |============================== n2-standard-8 CLX .. 20146.10 |============================ n2-highcpu-8 CLX ... 19806.60 |=========================== t2d-standard-8 AMD . 35127.26 |================================================ c2d-highcpu-8 AMD .. 24265.31 |================================= nginx 1.23.2 Connections: 1000 Requests Per Second > Higher Is Better c3-highcpu-8 SPR ... 32118.58 |============================================= c2-standard-8 CLX .. 21446.27 |============================== n2-standard-8 CLX .. 19683.60 |============================ n2-highcpu-8 CLX ... 19418.08 |=========================== t2d-standard-8 AMD . 34079.62 |================================================ c2d-highcpu-8 AMD .. 23758.47 |================================= nginx 1.23.2 Connections: 4000 Requests Per Second > Higher Is Better c3-highcpu-8 SPR ... 32814.75 |=============================================== c2-standard-8 CLX .. 21594.94 |=============================== n2-standard-8 CLX .. 19947.56 |============================= n2-highcpu-8 CLX ... 19477.31 |============================ t2d-standard-8 AMD . 33592.77 |================================================ c2d-highcpu-8 AMD .. 23747.52 |================================== OpenSSL 3.1 Algorithm: RSA4096 sign/s > Higher Is Better c3-highcpu-8 SPR ... 2062.7 |================================================== c2-standard-8 CLX .. 1156.6 |============================ n2-standard-8 CLX .. 1028.6 |========================= n2-highcpu-8 CLX ... 1028.8 |========================= t2d-standard-8 AMD . 1765.0 |=========================================== c2d-highcpu-8 AMD .. 1025.7 |========================= PostgreSQL 15 Scaling Factor: 100 - Clients: 800 - Mode: Read Only TPS > Higher Is Better c3-highcpu-8 SPR ... 311942 |================================================ c2-standard-8 CLX .. 173317 |=========================== n2-standard-8 CLX .. 158267 |======================== n2-highcpu-8 CLX ... 152093 |======================== t2d-standard-8 AMD . 323353 |================================================== c2d-highcpu-8 AMD .. 249490 |======================================= PostgreSQL 15 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only TPS > Higher Is Better c3-highcpu-8 SPR ... 293725 |============================================== c2-standard-8 CLX .. 169643 |========================== n2-standard-8 CLX .. 155196 |======================== n2-highcpu-8 CLX ... 145790 |======================= t2d-standard-8 AMD . 320827 |================================================== c2d-highcpu-8 AMD .. 244198 |====================================== BRL-CAD 7.34 VGR Performance Metric VGR Performance Metric > Higher Is Better c3-highcpu-8 SPR ... 71072 |===================================== c2-standard-8 CLX .. 50314 |========================== n2-standard-8 CLX .. 44563 |======================= n2-highcpu-8 CLX ... 44556 |======================= t2d-standard-8 AMD . 99168 |=================================================== c2d-highcpu-8 AMD .. 67437 |=================================== NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better c3-highcpu-8 SPR ... 3.35779 |================================ c2-standard-8 CLX .. 4.44534 |=========================================== n2-standard-8 CLX .. 5.06706 |================================================= n2-highcpu-8 CLX ... 5.05544 |================================================= t2d-standard-8 AMD . 3.10822 |============================== c2d-highcpu-8 AMD .. 4.45765 |=========================================== oneDNN 3.0 Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better c3-highcpu-8 SPR ... 1.50004 |=== c2-standard-8 CLX .. 19.52870 |=========================================== n2-standard-8 CLX .. 22.02520 |================================================ n2-highcpu-8 CLX ... 22.03560 |================================================ oneDNN 3.0 Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better c3-highcpu-8 SPR ... 5.34218 |============================== c2-standard-8 CLX .. 8.02416 |============================================== n2-standard-8 CLX .. 8.51864 |================================================ n2-highcpu-8 CLX ... 8.62637 |================================================= oneDNN 3.0 Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better c3-highcpu-8 SPR ... 4.17707 |===== c2-standard-8 CLX .. 34.18930 |========================================== n2-standard-8 CLX .. 38.87170 |================================================ n2-highcpu-8 CLX ... 38.96760 |================================================ oneDNN 3.0 Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better c3-highcpu-8 SPR ... 1.47145 |= c2-standard-8 CLX .. 52.94210 |========================================== n2-standard-8 CLX .. 60.59250 |================================================ n2-highcpu-8 CLX ... 60.55490 |================================================ oneDNN 3.0 Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better c3-highcpu-8 SPR ... 3.54944 |==== c2-standard-8 CLX .. 35.91640 |========================================== n2-standard-8 CLX .. 40.65420 |================================================ n2-highcpu-8 CLX ... 40.77870 |================================================ oneDNN 3.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better c3-highcpu-8 SPR ... 4660.70 |=================================== c2-standard-8 CLX .. 5767.70 |=========================================== n2-standard-8 CLX .. 6078.81 |============================================== n2-highcpu-8 CLX ... 6112.65 |============================================== t2d-standard-8 AMD . 4004.68 |============================== c2d-highcpu-8 AMD .. 6503.63 |================================================= oneDNN 3.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better c3-highcpu-8 SPR ... 2337.31 |================================== c2-standard-8 CLX .. 2998.03 |============================================ n2-standard-8 CLX .. 3172.34 |=============================================== n2-highcpu-8 CLX ... 3157.38 |============================================== t2d-standard-8 AMD . 2107.39 |=============================== c2d-highcpu-8 AMD .. 3335.70 |================================================= oneDNN 3.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU ms < Lower Is Better c3-highcpu-8 SPR ... 0.968986 |===== c2-standard-8 CLX .. 7.432600 |========================================== n2-standard-8 CLX .. 8.506780 |================================================ n2-highcpu-8 CLX ... 8.445150 |================================================ OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better c3-highcpu-8 SPR ... 20952 |============================== c2-standard-8 CLX .. 30911 |============================================ n2-standard-8 CLX .. 35884 |=================================================== n2-highcpu-8 CLX ... 35193 |================================================== t2d-standard-8 AMD . 25306 |==================================== c2d-highcpu-8 AMD .. 31370 |============================================= OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better c3-highcpu-8 SPR ... 25819 |===================== c2-standard-8 CLX .. 37892 |================================ n2-standard-8 CLX .. 61337 |=================================================== n2-highcpu-8 CLX ... 61150 |=================================================== t2d-standard-8 AMD . 30299 |========================= c2d-highcpu-8 AMD .. 37227 |=============================== PostgreSQL 15 Scaling Factor: 100 - Clients: 800 - Mode: Read Only - Average Latency ms < Lower Is Better c3-highcpu-8 SPR ... 2.565 |========================= c2-standard-8 CLX .. 4.616 |============================================= n2-standard-8 CLX .. 5.055 |================================================= n2-highcpu-8 CLX ... 5.274 |=================================================== t2d-standard-8 AMD . 2.475 |======================== c2d-highcpu-8 AMD .. 3.206 |=============================== PostgreSQL 15 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency ms < Lower Is Better c3-highcpu-8 SPR ... 3.405 |========================= c2-standard-8 CLX .. 5.895 |============================================ n2-standard-8 CLX .. 6.450 |================================================ n2-highcpu-8 CLX ... 6.862 |=================================================== t2d-standard-8 AMD . 3.118 |======================= c2d-highcpu-8 AMD .. 4.096 |============================== Google Draco 1.5.6 Model: Lion ms < Lower Is Better c3-highcpu-8 SPR ... 6250 |======================================= c2-standard-8 CLX .. 7437 |============================================== n2-standard-8 CLX .. 8355 |==================================================== n2-highcpu-8 CLX ... 8391 |==================================================== t2d-standard-8 AMD . 6073 |====================================== c2d-highcpu-8 AMD .. 5617 |=================================== Google Draco 1.5.6 Model: Church Facade ms < Lower Is Better c3-highcpu-8 SPR ... 7573 |============================== c2-standard-8 CLX .. 11462 |============================================= n2-standard-8 CLX .. 12332 |================================================= n2-highcpu-8 CLX ... 12882 |=================================================== t2d-standard-8 AMD . 8754 |=================================== c2d-highcpu-8 AMD .. 7442 |============================= OpenCV 4.7 Test: Core ms < Lower Is Better c3-highcpu-8 SPR ... 87372 |===================== c2-standard-8 CLX .. 142770 |================================== n2-standard-8 CLX .. 209277 |================================================== n2-highcpu-8 CLX ... 208199 |================================================== t2d-standard-8 AMD . 90443 |====================== c2d-highcpu-8 AMD .. 80771 |=================== OpenCV 4.7 Test: Graph API ms < Lower Is Better c3-highcpu-8 SPR ... 219931 |====================================== c2-standard-8 CLX .. 236186 |========================================= n2-standard-8 CLX .. 267250 |============================================== n2-highcpu-8 CLX ... 289162 |================================================== t2d-standard-8 AMD . 210214 |==================================== c2d-highcpu-8 AMD .. 199470 |================================== OpenCV 4.7 Test: Stitching ms < Lower Is Better c3-highcpu-8 SPR ... 214760 |====================================== c2-standard-8 CLX .. 250833 |============================================= n2-standard-8 CLX .. 278493 |================================================= n2-highcpu-8 CLX ... 281338 |================================================== t2d-standard-8 AMD . 195823 |=================================== c2d-highcpu-8 AMD .. 187400 |================================= OpenCV 4.7 Test: Image Processing ms < Lower Is Better c3-highcpu-8 SPR ... 128163 |==================================== c2-standard-8 CLX .. 147234 |========================================= n2-standard-8 CLX .. 178704 |================================================== n2-highcpu-8 CLX ... 172842 |================================================ t2d-standard-8 AMD . 114410 |================================ c2d-highcpu-8 AMD .. 117618 |================================= OpenCV 4.7 Test: Object Detection ms < Lower Is Better c3-highcpu-8 SPR ... 38999 |============================== c2-standard-8 CLX .. 58056 |============================================= n2-standard-8 CLX .. 64284 |================================================= n2-highcpu-8 CLX ... 66269 |=================================================== t2d-standard-8 AMD . 32014 |========================= c2d-highcpu-8 AMD .. 37666 |============================= Neural Magic DeepSparse 1.3.2 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better c3-highcpu-8 SPR ... 528.02 |=================================== c2-standard-8 CLX .. 682.37 |============================================= n2-standard-8 CLX .. 752.19 |================================================= n2-highcpu-8 CLX ... 761.34 |================================================== t2d-standard-8 AMD . 645.42 |========================================== c2d-highcpu-8 AMD .. 584.56 |====================================== Neural Magic DeepSparse 1.3.2 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better c3-highcpu-8 SPR ... 104.31 |=============================== c2-standard-8 CLX .. 125.47 |===================================== n2-standard-8 CLX .. 130.02 |======================================= n2-highcpu-8 CLX ... 132.22 |======================================= t2d-standard-8 AMD . 167.67 |================================================== c2d-highcpu-8 AMD .. 147.48 |============================================ Neural Magic DeepSparse 1.3.2 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better c3-highcpu-8 SPR ... 30.80 |=========================== c2-standard-8 CLX .. 33.29 |============================= n2-standard-8 CLX .. 36.34 |================================ n2-highcpu-8 CLX ... 36.64 |================================ t2d-standard-8 AMD . 57.99 |=================================================== c2d-highcpu-8 AMD .. 52.42 |============================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better c3-highcpu-8 SPR ... 60.39 |======================================== c2-standard-8 CLX .. 68.51 |============================================= n2-standard-8 CLX .. 76.97 |================================================== n2-highcpu-8 CLX ... 77.81 |=================================================== t2d-standard-8 AMD . 77.78 |=================================================== c2d-highcpu-8 AMD .. 70.13 |============================================== Neural Magic DeepSparse 1.3.2 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better c3-highcpu-8 SPR ... 305.90 |=============================== c2-standard-8 CLX .. 323.08 |================================= n2-standard-8 CLX .. 347.83 |==================================== n2-highcpu-8 CLX ... 354.05 |==================================== t2d-standard-8 AMD . 489.08 |================================================== c2d-highcpu-8 AMD .. 436.25 |============================================= Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better c3-highcpu-8 SPR ... 123.29 |======================================= c2-standard-8 CLX .. 142.89 |============================================== n2-standard-8 CLX .. 156.90 |================================================== n2-highcpu-8 CLX ... 155.23 |================================================= t2d-standard-8 AMD . 153.16 |================================================= c2d-highcpu-8 AMD .. 139.20 |============================================ Neural Magic DeepSparse 1.3.2 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better c3-highcpu-8 SPR ... 530.61 |=================================== c2-standard-8 CLX .. 681.34 |============================================= n2-standard-8 CLX .. 751.94 |================================================== n2-highcpu-8 CLX ... 752.68 |================================================== t2d-standard-8 AMD . 642.98 |=========================================== c2d-highcpu-8 AMD .. 588.61 |======================================= Xcompact3d Incompact3d 2021-03-11 Input: input.i3d 129 Cells Per Direction Seconds < Lower Is Better c3-highcpu-8 SPR ... 32.39 |========================================= c2-standard-8 CLX .. 37.76 |================================================ n2-standard-8 CLX .. 40.54 |=================================================== n2-highcpu-8 CLX ... 40.03 |================================================== t2d-standard-8 AMD . 21.50 |=========================== c2d-highcpu-8 AMD .. 26.52 |================================= OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Mesh Time Seconds < Lower Is Better c3-highcpu-8 SPR ... 62.04 |================================= c2-standard-8 CLX .. 85.52 |============================================== n2-standard-8 CLX .. 95.06 |=================================================== n2-highcpu-8 CLX ... 91.51 |================================================= t2d-standard-8 AMD . 48.75 |========================== c2d-highcpu-8 AMD .. 63.92 |================================== OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Execution Time Seconds < Lower Is Better c3-highcpu-8 SPR ... 422.68 |===================================== c2-standard-8 CLX .. 560.61 |================================================= n2-standard-8 CLX .. 574.24 |================================================== n2-highcpu-8 CLX ... 563.87 |================================================= t2d-standard-8 AMD . 294.34 |========================== c2d-highcpu-8 AMD .. 403.83 |=================================== OpenRadioss 2022.10.13 Model: Bumper Beam Seconds < Lower Is Better c3-highcpu-8 SPR ... 303.38 |=================================== c2-standard-8 CLX .. 390.61 |============================================= n2-standard-8 CLX .. 436.27 |================================================== n2-highcpu-8 CLX ... 433.87 |================================================== t2d-standard-8 AMD . 176.83 |==================== c2d-highcpu-8 AMD .. 286.02 |================================= OpenRadioss 2022.10.13 Model: Cell Phone Drop Test Seconds < Lower Is Better c3-highcpu-8 SPR ... 219.73 |================================== c2-standard-8 CLX .. 291.49 |============================================= n2-standard-8 CLX .. 322.22 |================================================== n2-highcpu-8 CLX ... 320.36 |================================================== t2d-standard-8 AMD . 135.99 |===================== c2d-highcpu-8 AMD .. 213.88 |================================= OpenRadioss 2022.10.13 Model: Bird Strike on Windshield Seconds < Lower Is Better c3-highcpu-8 SPR ... 595.14 |===================================== c2-standard-8 CLX .. 724.80 |============================================= n2-standard-8 CLX .. 811.76 |================================================== n2-highcpu-8 CLX ... 800.02 |================================================= t2d-standard-8 AMD . 386.35 |======================== c2d-highcpu-8 AMD .. 621.88 |====================================== OpenRadioss 2022.10.13 Model: Rubber O-Ring Seal Installation Seconds < Lower Is Better c3-highcpu-8 SPR ... 367.00 |=============================== c2-standard-8 CLX .. 523.45 |============================================ n2-standard-8 CLX .. 591.71 |================================================== n2-highcpu-8 CLX ... 584.09 |================================================= t2d-standard-8 AMD . 208.81 |================== c2d-highcpu-8 AMD .. 364.33 |=============================== SPECFEM3D 4.0 Model: Mount St. Helens Seconds < Lower Is Better c3-highcpu-8 SPR ... 139.52 |=========================================== c2-standard-8 CLX .. 145.38 |============================================= n2-standard-8 CLX .. 162.43 |================================================== n2-highcpu-8 CLX ... 160.30 |================================================= t2d-standard-8 AMD . 81.19 |========================= c2d-highcpu-8 AMD .. 125.62 |======================================= SPECFEM3D 4.0 Model: Layered Halfspace Seconds < Lower Is Better c3-highcpu-8 SPR ... 372.09 |============================================= c2-standard-8 CLX .. 374.76 |============================================= n2-standard-8 CLX .. 415.18 |================================================== n2-highcpu-8 CLX ... 416.41 |================================================== t2d-standard-8 AMD . 223.11 |=========================== c2d-highcpu-8 AMD .. 324.85 |======================================= SPECFEM3D 4.0 Model: Tomographic Model Seconds < Lower Is Better c3-highcpu-8 SPR ... 143.94 |=========================================== c2-standard-8 CLX .. 150.92 |============================================= n2-standard-8 CLX .. 166.38 |================================================== n2-highcpu-8 CLX ... 167.35 |================================================== t2d-standard-8 AMD . 81.81 |======================== c2d-highcpu-8 AMD .. 128.17 |====================================== SPECFEM3D 4.0 Model: Homogeneous Halfspace Seconds < Lower Is Better c3-highcpu-8 SPR ... 179.55 |========================================== c2-standard-8 CLX .. 190.79 |============================================ n2-standard-8 CLX .. 213.89 |================================================== n2-highcpu-8 CLX ... 215.27 |================================================== t2d-standard-8 AMD . 102.34 |======================== c2d-highcpu-8 AMD .. 164.00 |====================================== SPECFEM3D 4.0 Model: Water-layered Halfspace Seconds < Lower Is Better c3-highcpu-8 SPR ... 321.63 |========================================== c2-standard-8 CLX .. 347.81 |============================================== n2-standard-8 CLX .. 380.13 |================================================== n2-highcpu-8 CLX ... 374.19 |================================================= t2d-standard-8 AMD . 197.52 |========================== c2d-highcpu-8 AMD .. 287.42 |====================================== Timed FFmpeg Compilation 6.0 Time To Compile Seconds < Lower Is Better c3-highcpu-8 SPR ... 120.44 |======================================= c2-standard-8 CLX .. 139.04 |============================================= n2-standard-8 CLX .. 154.90 |================================================== n2-highcpu-8 CLX ... 154.90 |================================================== t2d-standard-8 AMD . 80.65 |========================== c2d-highcpu-8 AMD .. 119.64 |======================================= Timed Linux Kernel Compilation 6.1 Build: defconfig Seconds < Lower Is Better c3-highcpu-8 SPR ... 244.80 |===================================== c2-standard-8 CLX .. 289.66 |============================================ n2-standard-8 CLX .. 322.38 |================================================= n2-highcpu-8 CLX ... 327.76 |================================================== t2d-standard-8 AMD . 184.68 |============================ c2d-highcpu-8 AMD .. 259.34 |======================================== Blender 3.4 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better c3-highcpu-8 SPR ... 315.24 |================================================== Geometric Mean Of All Test Results Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Geometric Mean > Higher Is Better c3-highcpu-8 SPR ... 54.76 |============================================= c2-standard-8 CLX .. 41.96 |================================== n2-standard-8 CLX .. 37.56 |=============================== n2-highcpu-8 CLX ... 37.36 |=============================== t2d-standard-8 AMD . 62.19 |=================================================== c2d-highcpu-8 AMD .. 47.05 |======================================= Geometric Mean Of Timed Code Compilation Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.845 |=================================================== c3-highcpu-8 SPR ... 1.311 |==================================== c2d-highcpu-8 AMD .. 1.279 |=================================== c2-standard-8 CLX .. 1.122 |=============================== n2-standard-8 CLX .. 1.007 |============================ n2-highcpu-8 CLX ... 1.000 |============================ Geometric Mean Of C/C++ Compiler Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.834 |=================================================== c3-highcpu-8 SPR ... 1.648 |============================================== c2d-highcpu-8 AMD .. 1.350 |====================================== c2-standard-8 CLX .. 1.124 |=============================== n2-standard-8 CLX .. 1.015 |============================ n2-highcpu-8 CLX ... 1.000 |============================ Geometric Mean Of Compression Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better c2d-highcpu-8 AMD .. 1.544 |=================================================== t2d-standard-8 AMD . 1.480 |================================================= c3-highcpu-8 SPR ... 1.318 |============================================ c2-standard-8 CLX .. 1.114 |===================================== n2-standard-8 CLX .. 1.008 |================================= n2-highcpu-8 CLX ... 1.000 |================================= Geometric Mean Of CPU Massive Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.638 |=================================================== c3-highcpu-8 SPR ... 1.570 |================================================= c2d-highcpu-8 AMD .. 1.227 |====================================== c2-standard-8 CLX .. 1.120 |=================================== n2-standard-8 CLX .. 1.012 |================================ n2-highcpu-8 CLX ... 1.000 |=============================== Geometric Mean Of Creator Workloads Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.710 |=================================================== c3-highcpu-8 SPR ... 1.484 |============================================ c2d-highcpu-8 AMD .. 1.291 |======================================= c2-standard-8 CLX .. 1.143 |================================== n2-highcpu-8 CLX ... 1.004 |============================== n2-standard-8 CLX .. 1.000 |============================== Geometric Mean Of Cryptography Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.955 |=================================================== c3-highcpu-8 SPR ... 1.742 |============================================= c2d-highcpu-8 AMD .. 1.250 |================================= c2-standard-8 CLX .. 1.125 |============================= n2-standard-8 CLX .. 1.001 |========================== n2-highcpu-8 CLX ... 1.000 |========================== Geometric Mean Of Database Test Suite Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.796 |=================================================== c3-highcpu-8 SPR ... 1.760 |================================================== c2d-highcpu-8 AMD .. 1.482 |========================================== c2-standard-8 CLX .. 1.134 |================================ n2-standard-8 CLX .. 1.026 |============================= n2-highcpu-8 CLX ... 1.000 |============================ Geometric Mean Of Fortran Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.964 |=================================================== c2d-highcpu-8 AMD .. 1.334 |=================================== c3-highcpu-8 SPR ... 1.175 |=============================== c2-standard-8 CLX .. 1.102 |============================= n2-highcpu-8 CLX ... 1.004 |========================== n2-standard-8 CLX .. 1.000 |========================== Geometric Mean Of Game Development Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.388 |=================================================== c3-highcpu-8 SPR ... 1.376 |=================================================== c2-standard-8 CLX .. 1.103 |========================================= c2d-highcpu-8 AMD .. 1.091 |======================================== n2-highcpu-8 CLX ... 1.018 |===================================== n2-standard-8 CLX .. 1.000 |===================================== Geometric Mean Of HPC - High Performance Computing Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.515 |=================================================== c3-highcpu-8 SPR ... 1.367 |============================================== c2d-highcpu-8 AMD .. 1.149 |======================================= c2-standard-8 CLX .. 1.114 |====================================== n2-standard-8 CLX .. 1.004 |================================== n2-highcpu-8 CLX ... 1.000 |================================== Geometric Mean Of Common Kernel Benchmarks Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 2.152 |=================================================== c3-highcpu-8 SPR ... 2.041 |================================================ c2d-highcpu-8 AMD .. 1.449 |================================== c2-standard-8 CLX .. 1.134 |=========================== n2-standard-8 CLX .. 1.019 |======================== n2-highcpu-8 CLX ... 1.000 |======================== Geometric Mean Of Machine Learning Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better c3-highcpu-8 SPR ... 1.343 |=================================================== t2d-standard-8 AMD . 1.312 |================================================== c2-standard-8 CLX .. 1.120 |=========================================== c2d-highcpu-8 AMD .. 1.057 |======================================== n2-standard-8 CLX .. 1.010 |====================================== n2-highcpu-8 CLX ... 1.000 |====================================== Geometric Mean Of Molecular Dynamics Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.894 |=================================================== c3-highcpu-8 SPR ... 1.421 |====================================== c2d-highcpu-8 AMD .. 1.369 |===================================== c2-standard-8 CLX .. 1.089 |============================= n2-highcpu-8 CLX ... 1.015 |=========================== n2-standard-8 CLX .. 1.000 |=========================== Geometric Mean Of MPI Benchmarks Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.981 |=================================================== c2d-highcpu-8 AMD .. 1.414 |==================================== c3-highcpu-8 SPR ... 1.358 |=================================== c2-standard-8 CLX .. 1.085 |============================ n2-highcpu-8 CLX ... 1.008 |========================== n2-standard-8 CLX .. 1.000 |========================== Geometric Mean Of Multi-Core Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.700 |=================================================== c3-highcpu-8 SPR ... 1.466 |============================================ c2d-highcpu-8 AMD .. 1.316 |======================================= c2-standard-8 CLX .. 1.133 |================================== n2-standard-8 CLX .. 1.003 |============================== n2-highcpu-8 CLX ... 1.000 |============================== Geometric Mean Of NVIDIA GPU Compute Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.614 |=================================================== c3-highcpu-8 SPR ... 1.546 |================================================= c2-standard-8 CLX .. 1.133 |==================================== c2d-highcpu-8 AMD .. 1.104 |=================================== n2-standard-8 CLX .. 1.019 |================================ n2-highcpu-8 CLX ... 1.000 |================================ Geometric Mean Of Intel oneAPI Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better c3-highcpu-8 SPR ... 1.523 |=================================================== t2d-standard-8 AMD . 1.510 |=================================================== c2-standard-8 CLX .. 1.157 |======================================= c2d-highcpu-8 AMD .. 1.078 |==================================== n2-highcpu-8 CLX ... 1.020 |================================== n2-standard-8 CLX .. 1.000 |================================= Geometric Mean Of OpenMPI Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 2.107 |=================================================== c2d-highcpu-8 AMD .. 1.397 |================================== c3-highcpu-8 SPR ... 1.324 |================================ c2-standard-8 CLX .. 1.102 |=========================== n2-highcpu-8 CLX ... 1.010 |======================== n2-standard-8 CLX .. 1.000 |======================== Geometric Mean Of Programmer / Developer System Benchmarks Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.553 |=================================================== c2d-highcpu-8 AMD .. 1.475 |================================================ c3-highcpu-8 SPR ... 1.326 |============================================ c2-standard-8 CLX .. 1.119 |===================================== n2-standard-8 CLX .. 1.010 |================================= n2-highcpu-8 CLX ... 1.000 |================================= Geometric Mean Of Python Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better c3-highcpu-8 SPR ... 1.349 |=================================================== t2d-standard-8 AMD . 1.267 |================================================ c2-standard-8 CLX .. 1.174 |============================================ n2-standard-8 CLX .. 1.077 |========================================= n2-highcpu-8 CLX ... 1.070 |======================================== c2d-highcpu-8 AMD .. 1.000 |====================================== Geometric Mean Of Renderers Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 2.000 |=================================================== c3-highcpu-8 SPR ... 2.000 |=================================================== c2d-highcpu-8 AMD .. 1.500 |====================================== c2-standard-8 CLX .. 1.500 |====================================== n2-highcpu-8 CLX ... 1.000 |========================== n2-standard-8 CLX .. 1.000 |========================== Geometric Mean Of Scientific Computing Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.894 |=================================================== c3-highcpu-8 SPR ... 1.421 |====================================== c2d-highcpu-8 AMD .. 1.369 |===================================== c2-standard-8 CLX .. 1.089 |============================= n2-highcpu-8 CLX ... 1.015 |=========================== n2-standard-8 CLX .. 1.000 |=========================== Geometric Mean Of Server Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.875 |=================================================== c3-highcpu-8 SPR ... 1.825 |================================================== c2d-highcpu-8 AMD .. 1.365 |===================================== c2-standard-8 CLX .. 1.127 |=============================== n2-standard-8 CLX .. 1.018 |============================ n2-highcpu-8 CLX ... 1.000 |=========================== Geometric Mean Of Server CPU Tests Result Composite - Google Cloud c3 Sapphire Rapids vs. AMD Milan Relative Performance > Higher Is Better t2d-standard-8 AMD . 1.699 |=================================================== c3-highcpu-8 SPR ... 1.536 |============================================== c2d-highcpu-8 AMD .. 1.286 |======================================= c2-standard-8 CLX .. 1.116 |================================= n2-standard-8 CLX .. 1.001 |============================== n2-highcpu-8 CLX ... 1.000 |============================== miniBUDE 20210901 Performance / Cost - Implementation: OpenMP - Input Deck: BM1 Billion Interactions/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 754.60 |================== c2-standard-8 CLX .. 407.47 |========== n2-standard-8 CLX .. 334.88 |======== n2-highcpu-8 CLX ... 446.50 |=========== t2d-standard-8 AMD . 2027.00 |================================================= c2d-highcpu-8 AMD .. 827.00 |==================== OpenSSL 3.1 Performance / Cost - Algorithm: SHA256 byte/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 251992587470.59 |========================== c2-standard-8 CLX .. 62771120476.19 |====== n2-standard-8 CLX .. 62027045947.37 |====== n2-highcpu-8 CLX ... 84095258071.43 |========= t2d-standard-8 AMD . 404478101764.71 |========================================= c2d-highcpu-8 AMD .. 388278658866.67 |======================================= OpenSSL 3.1 Performance / Cost - Algorithm: SHA512 byte/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 92268995294.12 |==================== c2-standard-8 CLX .. 69800725095.24 |=============== n2-standard-8 CLX .. 68850211947.37 |=============== n2-highcpu-8 CLX ... 93301694285.71 |===================== t2d-standard-8 AMD . 185803224529.41 |========================================= c2d-highcpu-8 AMD .. 124223471133.33 |=========================== OpenSSL 3.1 Performance / Cost - Algorithm: ChaCha20 byte/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 1299503390411.76 |================================== c2-standard-8 CLX .. 1016514848238.10 |========================== n2-standard-8 CLX .. 1002901590368.42 |========================== n2-highcpu-8 CLX ... 1361820421642.86 |=================================== t2d-standard-8 AMD . 1548546288823.53 |======================================== c2d-highcpu-8 AMD .. 1151101186000.00 |============================== OpenSSL 3.1 Performance / Cost - Algorithm: AES-128-GCM byte/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 3387886930764.71 |======================================== c2-standard-8 CLX .. 1106538695380.95 |============= n2-standard-8 CLX .. 1092908234368.42 |============= n2-highcpu-8 CLX ... 1482396441214.29 |================== t2d-standard-8 AMD . 1996959727823.53 |======================== c2d-highcpu-8 AMD .. 1234828201533.33 |=============== OpenSSL 3.1 Performance / Cost - Algorithm: AES-256-GCM byte/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 2824021269000.00 |======================================== c2-standard-8 CLX .. 806904791904.76 |=========== n2-standard-8 CLX .. 796275684368.42 |=========== n2-highcpu-8 CLX ... 1080989637357.14 |=============== t2d-standard-8 AMD . 1849851336470.59 |========================== c2d-highcpu-8 AMD .. 1131262576866.67 |================ OpenSSL 3.1 Performance / Cost - Algorithm: ChaCha20-Poly1305 byte/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 939457714117.65 |==================================== c2-standard-8 CLX .. 519959611571.43 |==================== n2-standard-8 CLX .. 504027018578.95 |=================== n2-highcpu-8 CLX ... 683391021428.57 |========================== t2d-standard-8 AMD . 1034858828058.82 |======================================== c2d-highcpu-8 AMD .. 783955097133.33 |============================== nekRS 22.0 Performance / Cost - Input: TurboPipe Periodic FLOP/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 393178205128.21 |======================= c2-standard-8 CLX .. 216385919543.10 |============= n2-standard-8 CLX .. 194606497177.97 |=========== t2d-standard-8 AMD . 702695977017.24 |========================================= c2d-highcpu-8 AMD .. 352145454545.46 |===================== Embree 4.0.1 Performance / Cost - Binary: Pathtracer ISPC - Model: Crown Frames Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 531.59 |================================================== c2-standard-8 CLX .. 207.05 |=================== n2-standard-8 CLX .. 172.92 |================ n2-highcpu-8 CLX ... 231.43 |====================== t2d-standard-8 AMD . 499.35 |=============================================== c2d-highcpu-8 AMD .. 447.56 |========================================== Embree 4.0.1 Performance / Cost - Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 920.53 |================================================== c2-standard-8 CLX .. 343.61 |=================== n2-standard-8 CLX .. 305.12 |================= n2-highcpu-8 CLX ... 418.13 |======================= t2d-standard-8 AMD . 713.03 |======================================= c2d-highcpu-8 AMD .. 648.33 |=================================== uvg266 0.4.1 Performance / Cost - Video Input: Bosphorus 4K - Video Preset: Very Fast Frames Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 873.75 |==================== c2-standard-8 CLX .. 474.17 |=========== n2-standard-8 CLX .. 382.31 |========= n2-highcpu-8 CLX ... 493.00 |=========== t2d-standard-8 AMD . 2136.00 |================================================= c2d-highcpu-8 AMD .. 1316.67 |============================== uvg266 0.4.1 Performance / Cost - Video Input: Bosphorus 4K - Video Preset: Super Fast Frames Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 935.00 |==================== c2-standard-8 CLX .. 502.50 |=========== n2-standard-8 CLX .. 440.00 |========= n2-highcpu-8 CLX ... 574.44 |============ t2d-standard-8 AMD . 2272.00 |================================================= c2d-highcpu-8 AMD .. 1356.67 |============================= uvg266 0.4.1 Performance / Cost - Video Input: Bosphorus 4K - Video Preset: Ultra Fast Frames Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 1520.00 |====================== c2-standard-8 CLX .. 827.78 |============ n2-standard-8 CLX .. 651.00 |========= n2-highcpu-8 CLX ... 915.71 |============= t2d-standard-8 AMD . 3417.50 |================================================= c2d-highcpu-8 AMD .. 1964.00 |============================ uvg266 0.4.1 Performance / Cost - Video Input: Bosphorus 1080p - Video Preset: Very Fast Frames Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 16195.00 |================ c2-standard-8 CLX .. 8766.67 |========= n2-standard-8 CLX .. 7603.33 |======= n2-highcpu-8 CLX ... 11435.00 |=========== t2d-standard-8 AMD . 49190.00 |================================================ c2d-highcpu-8 AMD .. 36450.00 |==================================== uvg266 0.4.1 Performance / Cost - Video Input: Bosphorus 1080p - Video Preset: Super Fast Frames Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 17250.00 |================ c2-standard-8 CLX .. 9240.00 |======== n2-standard-8 CLX .. 8050.00 |======= n2-highcpu-8 CLX ... 12075.00 |=========== t2d-standard-8 AMD . 52250.00 |================================================ c2d-highcpu-8 AMD .. 37790.00 |=================================== uvg266 0.4.1 Performance / Cost - Video Input: Bosphorus 1080p - Video Preset: Ultra Fast Frames Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 42240.00 |================================= c2-standard-8 CLX .. 17235.00 |============= n2-standard-8 CLX .. 15025.00 |============ n2-highcpu-8 CLX ... 14985.00 |============ t2d-standard-8 AMD . 61850.00 |================================================ c2d-highcpu-8 AMD .. 45530.00 |=================================== miniBUDE 20210901 Performance / Cost - Implementation: OpenMP - Input Deck: BM1 GFInst/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 18865.10 |================== c2-standard-8 CLX .. 10186.53 |========== n2-standard-8 CLX .. 8371.94 |======== n2-highcpu-8 CLX ... 11162.50 |=========== t2d-standard-8 AMD . 50675.50 |================================================ c2d-highcpu-8 AMD .. 20675.56 |==================== Intel Open Image Denoise 1.4.0 Performance / Cost - Run: RT.hdr_alb_nrm.3840x2160 Images / Sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 20.00 |=============================== c2-standard-8 CLX .. 14.67 |====================== n2-standard-8 CLX .. 12.50 |=================== n2-highcpu-8 CLX ... 16.67 |========================== t2d-standard-8 AMD . 33.33 |=================================================== c2d-highcpu-8 AMD .. 10.67 |================ Intel Open Image Denoise 1.4.0 Performance / Cost - Run: RTLightmap.hdr.4096x4096 Images / Sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 4.800 |=============================== c2-standard-8 CLX .. 3.438 |====================== n2-standard-8 CLX .. 2.941 |=================== n2-highcpu-8 CLX ... 3.600 |======================= t2d-standard-8 AMD . 7.895 |=================================================== c2d-highcpu-8 AMD .. 2.667 |================= TensorFlow 2.10 Performance / Cost - Device: CPU - Batch Size: 16 - Model: ResNet-50 images/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 1183.33 |================================================= c2-standard-8 CLX .. 833.13 |================================== n2-standard-8 CLX .. 761.25 |================================ n2-highcpu-8 CLX ... 1015.00 |========================================== t2d-standard-8 AMD . 671.25 |============================ c2d-highcpu-8 AMD .. 509.41 |===================== TensorFlow 2.10 Performance / Cost - Device: CPU - Batch Size: 32 - Model: ResNet-50 images/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 649.13 |================================================== c2-standard-8 CLX .. 470.33 |==================================== n2-standard-8 CLX .. 431.67 |================================= n2-highcpu-8 CLX ... 590.46 |============================================= t2d-standard-8 AMD . 331.56 |========================== c2d-highcpu-8 AMD .. 244.29 |=================== TensorFlow 2.10 Performance / Cost - Device: CPU - Batch Size: 64 - Model: ResNet-50 images/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 364.88 |================================================== c2-standard-8 CLX .. 264.11 |==================================== n2-standard-8 CLX .. 245.36 |================================== n2-highcpu-8 CLX ... 326.19 |============================================= t2d-standard-8 AMD . 163.75 |====================== c2d-highcpu-8 AMD .. 120.86 |================= OpenVKL 1.3.1 Performance / Cost - Benchmark: vklBenchmark ISPC Items / Sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 2450.00 |==================================== c2-standard-8 CLX .. 1458.33 |===================== n2-standard-8 CLX .. 1369.57 |==================== n2-highcpu-8 CLX ... 3375.00 |================================================= t2d-standard-8 AMD . 1973.68 |============================= c2d-highcpu-8 AMD .. 1823.53 |========================== Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream items/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 757.46 |============================== c2-standard-8 CLX .. 418.69 |================= n2-standard-8 CLX .. 443.12 |================== n2-highcpu-8 CLX ... 525.36 |===================== t2d-standard-8 AMD . 1232.22 |================================================= c2d-highcpu-8 AMD .. 854.85 |================================== Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream items/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 4791.93 |================================================= c2-standard-8 CLX .. 2652.98 |=========================== n2-standard-8 CLX .. 3072.42 |=============================== n2-highcpu-8 CLX ... 3778.38 |======================================= t2d-standard-8 AMD . 4761.66 |================================================= c2d-highcpu-8 AMD .. 3386.65 |=================================== Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream items/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 16218.68 |=========================================== c2-standard-8 CLX .. 14997.85 |======================================== n2-standard-8 CLX .. 13739.75 |==================================== n2-highcpu-8 CLX ... 18171.97 |================================================ t2d-standard-8 AMD . 17213.78 |============================================= c2d-highcpu-8 AMD .. 12708.07 |================================== Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream items/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 8276.60 |=============================== c2-standard-8 CLX .. 5835.66 |====================== n2-standard-8 CLX .. 5194.72 |=================== n2-highcpu-8 CLX ... 8564.57 |================================ t2d-standard-8 AMD . 12838.53 |================================================ c2d-highcpu-8 AMD .. 9496.50 |==================================== Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream items/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 1307.44 |======================================= c2-standard-8 CLX .. 884.19 |=========================== n2-standard-8 CLX .. 821.30 |========================= n2-highcpu-8 CLX ... 1129.62 |================================== t2d-standard-8 AMD . 1633.08 |================================================= c2d-highcpu-8 AMD .. 1146.05 |================================== Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream items/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 3243.88 |============================== c2-standard-8 CLX .. 2332.20 |====================== n2-standard-8 CLX .. 2124.05 |==================== n2-highcpu-8 CLX ... 2576.18 |======================== t2d-standard-8 AMD . 5211.84 |================================================= c2d-highcpu-8 AMD .. 3588.73 |================================== Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream items/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 753.86 |============================== c2-standard-8 CLX .. 489.20 |=================== n2-standard-8 CLX .. 443.28 |================== n2-highcpu-8 CLX ... 531.40 |===================== t2d-standard-8 AMD . 1239.12 |================================================= c2d-highcpu-8 AMD .. 847.73 |================================== Zstd Compression 1.5.4 Performance / Cost - Compression Level: 19 - Compression Speed MB/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 1471.43 |======================================= c2-standard-8 CLX .. 1026.67 |=========================== n2-standard-8 CLX .. 915.56 |======================== n2-highcpu-8 CLX ... 1184.29 |================================ t2d-standard-8 AMD . 1557.14 |========================================== c2d-highcpu-8 AMD .. 1833.33 |================================================= Zstd Compression 1.5.4 Performance / Cost - Compression Level: 19 - Decompression Speed MB/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 129314.29 |============================= c2-standard-8 CLX .. 77900.00 |================== n2-standard-8 CLX .. 72166.67 |================ n2-highcpu-8 CLX ... 91542.86 |===================== t2d-standard-8 AMD . 161285.71 |==================================== c2d-highcpu-8 AMD .. 208933.33 |=============================================== Zstd Compression 1.5.4 Performance / Cost - Compression Level: 19, Long Mode - Compression Speed MB/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 1083.33 |======================================== c2-standard-8 CLX .. 732.50 |=========================== n2-standard-8 CLX .. 641.25 |======================= n2-highcpu-8 CLX ... 840.00 |=============================== t2d-standard-8 AMD . 774.29 |============================ c2d-highcpu-8 AMD .. 1342.00 |================================================= Zstd Compression 1.5.4 Performance / Cost - Compression Level: 19, Long Mode - Decompression Speed MB/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 151200.00 |============================== c2-standard-8 CLX .. 89225.00 |================== n2-standard-8 CLX .. 82537.50 |================ n2-highcpu-8 CLX ... 108333.33 |====================== t2d-standard-8 AMD . 153685.71 |=============================== c2d-highcpu-8 AMD .. 236760.00 |=============================================== 7-Zip Compression 22.01 Performance / Cost - Test: Compression Rating MIPS Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 8826500.00 |================ c2-standard-8 CLX .. 7747250.00 |============== n2-standard-8 CLX .. 7015500.00 |============= n2-highcpu-8 CLX ... 9364333.33 |================= t2d-standard-8 AMD . 24224500.00 |============================================= c2d-highcpu-8 AMD .. 19601500.00 |==================================== LeelaChessZero 0.28 Performance / Cost - Backend: BLAS Nodes Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 37411.77 |================================================ c2-standard-8 CLX .. 21642.86 |============================ n2-standard-8 CLX .. 20769.23 |=========================== n2-highcpu-8 CLX ... 26551.72 |================================== t2d-standard-8 AMD . 35352.94 |============================================= c2d-highcpu-8 AMD .. 28533.33 |===================================== LeelaChessZero 0.28 Performance / Cost - Backend: Eigen Nodes Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 35911.77 |================================================ c2-standard-8 CLX .. 21476.19 |============================= n2-standard-8 CLX .. 20717.95 |============================ n2-highcpu-8 CLX ... 27620.69 |===================================== t2d-standard-8 AMD . 30558.82 |========================================= c2d-highcpu-8 AMD .. 24766.67 |================================= GROMACS 2023 Performance / Cost - Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 35.32 |========================= c2-standard-8 CLX .. 16.54 |============ n2-standard-8 CLX .. 14.67 |========== n2-highcpu-8 CLX ... 19.59 |============== t2d-standard-8 AMD . 73.20 |=================================================== c2d-highcpu-8 AMD .. 32.86 |======================= CockroachDB 22.2 Performance / Cost - Workload: KV, 50% Reads - Concurrency: 128 ops/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 1932160.00 |============================================== c2-standard-8 CLX .. 1140375.00 |=========================== n2-standard-8 CLX .. 1058258.33 |========================= n2-highcpu-8 CLX ... 1403900.00 |================================= t2d-standard-8 AMD . 1911040.00 |============================================= c2d-highcpu-8 AMD .. 1907600.00 |============================================= CockroachDB 22.2 Performance / Cost - Workload: KV, 95% Reads - Concurrency: 128 ops/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 2496010.00 |============================================== c2-standard-8 CLX .. 1348683.33 |========================= n2-standard-8 CLX .. 1248066.67 |======================= n2-highcpu-8 CLX ... 1653855.56 |============================== t2d-standard-8 AMD . 2214880.00 |========================================= c2d-highcpu-8 AMD .. 2285755.56 |========================================== Memcached 1.6.18 Performance / Cost - Set To Get Ratio: 1:10 Ops/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 174157855.00 |====================================== c2-standard-8 CLX .. 89465441.25 |==================== n2-standard-8 CLX .. 91673371.43 |==================== n2-highcpu-8 CLX ... 122948524.00 |=========================== t2d-standard-8 AMD . 200087903.33 |============================================ c2d-highcpu-8 AMD .. 168566154.00 |===================================== Memcached 1.6.18 Performance / Cost - Set To Get Ratio: 1:100 Ops/sec Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 171822880.00 |===================================== c2-standard-8 CLX .. 87786491.25 |=================== n2-standard-8 CLX .. 89282951.43 |=================== n2-highcpu-8 CLX ... 120872674.00 |========================== t2d-standard-8 AMD . 204091780.00 |============================================ c2d-highcpu-8 AMD .. 167081012.00 |==================================== MariaDB 11.0.1 Performance / Cost - Clients: 2048 Queries Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 11066.67 |================================================ c2-standard-8 CLX .. 5166.67 |====================== n2-standard-8 CLX .. 4313.73 |=================== n2-highcpu-8 CLX ... 5945.95 |========================== t2d-standard-8 AMD . 9406.25 |========================================= c2d-highcpu-8 AMD .. 10892.86 |=============================================== MariaDB 11.0.1 Performance / Cost - Clients: 4096 Queries Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 9906.25 |================================================= c2-standard-8 CLX .. 4647.06 |======================= n2-standard-8 CLX .. 3833.33 |=================== n2-highcpu-8 CLX ... 5487.18 |=========================== t2d-standard-8 AMD . 8000.00 |======================================== c2d-highcpu-8 AMD .. 9733.33 |================================================ John The Ripper 2023.03.14 Performance / Cost - Test: bcrypt Real C/S Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 2310666.67 |============================ c2-standard-8 CLX .. 2229000.00 |=========================== n2-standard-8 CLX .. 1990000.00 |======================== n2-highcpu-8 CLX ... 2981000.00 |==================================== t2d-standard-8 AMD . 3528333.33 |=========================================== c2d-highcpu-8 AMD .. 3810000.00 |============================================== John The Ripper 2023.03.14 Performance / Cost - Test: Blowfish Real C/S Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 2310000.00 |============================ c2-standard-8 CLX .. 2228000.00 |=========================== n2-standard-8 CLX .. 1989333.33 |======================== n2-highcpu-8 CLX ... 2979500.00 |==================================== t2d-standard-8 AMD . 3537000.00 |=========================================== c2d-highcpu-8 AMD .. 3809500.00 |============================================== John The Ripper 2023.03.14 Performance / Cost - Test: MD5 Real C/S Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 127618833.33 |============================================ c2-standard-8 CLX .. 97649428.57 |================================== n2-standard-8 CLX .. 99939500.00 |================================== n2-highcpu-8 CLX ... 119794200.00 |========================================= t2d-standard-8 AMD . 123035000.00 |========================================== c2d-highcpu-8 AMD .. 87317000.00 |============================== nginx 1.23.2 Performance / Cost - Connections: 100 Requests Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 4034483.33 |========================================== c2-standard-8 CLX .. 2514828.00 |========================== n2-standard-8 CLX .. 2283019.00 |======================== n2-highcpu-8 CLX ... 3206342.86 |================================= t2d-standard-8 AMD . 4407221.25 |============================================== c2d-highcpu-8 AMD .. 3574265.71 |===================================== nginx 1.23.2 Performance / Cost - Connections: 200 Requests Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 3955788.89 |========================================= c2-standard-8 CLX .. 2469591.00 |========================== n2-standard-8 CLX .. 2257018.00 |======================== n2-highcpu-8 CLX ... 3061631.43 |================================ t2d-standard-8 AMD . 4403130.00 |============================================== c2d-highcpu-8 AMD .. 3525290.00 |===================================== nginx 1.23.2 Performance / Cost - Connections: 500 Requests Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 3852516.67 |======================================== c2-standard-8 CLX .. 2195717.00 |======================= n2-standard-8 CLX .. 2014610.00 |===================== n2-highcpu-8 CLX ... 2829514.29 |============================== t2d-standard-8 AMD . 4390907.50 |============================================== c2d-highcpu-8 AMD .. 3466472.86 |==================================== nginx 1.23.2 Performance / Cost - Connections: 1000 Requests Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 3568731.11 |======================================= c2-standard-8 CLX .. 2144627.00 |======================= n2-standard-8 CLX .. 1968360.00 |===================== n2-highcpu-8 CLX ... 2774011.43 |============================== t2d-standard-8 AMD . 4259952.50 |============================================== c2d-highcpu-8 AMD .. 3394067.14 |===================================== nginx 1.23.2 Performance / Cost - Connections: 4000 Requests Per Second Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 3646083.33 |======================================== c2-standard-8 CLX .. 2159494.00 |======================== n2-standard-8 CLX .. 1994756.00 |====================== n2-highcpu-8 CLX ... 2782472.86 |============================== t2d-standard-8 AMD . 4199096.25 |============================================== c2d-highcpu-8 AMD .. 3392502.86 |===================================== OpenSSL 3.1 Performance / Cost - Algorithm: RSA4096 sign/s Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 343783.33 |=============================================== c2-standard-8 CLX .. 165228.57 |======================= n2-standard-8 CLX .. 171433.33 |======================= n2-highcpu-8 CLX ... 205760.00 |============================ t2d-standard-8 AMD . 294166.67 |======================================== c2d-highcpu-8 AMD .. 205140.00 |============================ PostgreSQL 15 Performance / Cost - Scaling Factor: 100 - Clients: 800 - Mode: Read Only TPS Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 22281571.43 |======================================== c2-standard-8 CLX .. 10195117.65 |================== n2-standard-8 CLX .. 9891687.50 |================== n2-highcpu-8 CLX ... 12674416.67 |======================= t2d-standard-8 AMD . 24873307.69 |============================================= c2d-highcpu-8 AMD .. 20790833.33 |====================================== PostgreSQL 15 Performance / Cost - Scaling Factor: 100 - Clients: 1000 - Mode: Read Only TPS Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 20980357.14 |====================================== c2-standard-8 CLX .. 9979000.00 |================== n2-standard-8 CLX .. 9699750.00 |================== n2-highcpu-8 CLX ... 12149166.67 |====================== t2d-standard-8 AMD . 24679000.00 |============================================= c2d-highcpu-8 AMD .. 20349833.33 |===================================== BRL-CAD 7.34 Performance / Cost - VGR Performance Metric VGR Performance Metric Per Dollar > Higher Is Better c3-highcpu-8 SPR ... 1076848.49 |========================================== c2-standard-8 CLX .. 541010.75 |===================== n2-standard-8 CLX .. 512218.39 |==================== n2-highcpu-8 CLX ... 655235.29 |========================== t2d-standard-8 AMD . 1166682.35 |============================================== c2d-highcpu-8 AMD .. 923794.52 |==================================== NAMD 2.14 Performance / Cost - ATPase Simulation - 327,506 Atoms days/ns x Dollar < Lower Is Better c3-highcpu-8 SPR ... 0.054 |==================== c2-standard-8 CLX .. 0.116 |=========================================== n2-standard-8 CLX .. 0.137 |=================================================== n2-highcpu-8 CLX ... 0.101 |====================================== t2d-standard-8 AMD . 0.044 |================ c2d-highcpu-8 AMD .. 0.080 |============================== oneDNN 3.0 Performance / Cost - Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU ms x Dollar < Lower Is Better c3-highcpu-8 SPR .. 0.002 |== c2-standard-8 CLX . 0.039 |============================================== n2-standard-8 CLX . 0.044 |==================================================== n2-highcpu-8 CLX .. 0.022 |========================== oneDNN 3.0 Performance / Cost - Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU ms x Dollar < Lower Is Better c3-highcpu-8 SPR .. 0.005 |============================= c2-standard-8 CLX . 0.008 |============================================== n2-standard-8 CLX . 0.009 |==================================================== n2-highcpu-8 CLX .. 0.009 |==================================================== oneDNN 3.0 Performance / Cost - Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU ms x Dollar < Lower Is Better c3-highcpu-8 SPR .. 0.004 |===== c2-standard-8 CLX . 0.034 |============================================= n2-standard-8 CLX . 0.039 |==================================================== oneDNN 3.0 Performance / Cost - Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU ms x Dollar < Lower Is Better c3-highcpu-8 SPR .. 0.003 |= c2-standard-8 CLX . 0.106 |============================================== n2-standard-8 CLX . 0.121 |==================================================== n2-highcpu-8 CLX .. 0.121 |==================================================== oneDNN 3.0 Performance / Cost - Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 41.95 |================================ c2-standard-8 CLX .. 63.45 |================================================ n2-standard-8 CLX .. 66.87 |=================================================== n2-highcpu-8 CLX ... 48.90 |===================================== t2d-standard-8 AMD . 36.04 |=========================== c2d-highcpu-8 AMD .. 52.03 |======================================== oneDNN 3.0 Performance / Cost - Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 18.70 |================================ c2-standard-8 CLX .. 29.98 |=================================================== n2-standard-8 CLX .. 28.55 |================================================= n2-highcpu-8 CLX ... 22.10 |====================================== t2d-standard-8 AMD . 16.86 |============================= c2d-highcpu-8 AMD .. 23.35 |======================================== oneDNN 3.0 Performance / Cost - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU ms x Dollar < Lower Is Better c3-highcpu-8 SPR .. 0.001 |====== c2-standard-8 CLX . 0.007 |======================================== n2-standard-8 CLX . 0.009 |==================================================== n2-highcpu-8 CLX .. 0.008 |============================================== OSPRay Studio 0.11 Performance / Cost - Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 209.52 |=================== c2-standard-8 CLX .. 432.75 |======================================== n2-standard-8 CLX .. 538.26 |================================================== n2-highcpu-8 CLX ... 387.12 |==================================== t2d-standard-8 AMD . 278.37 |========================== c2d-highcpu-8 AMD .. 282.33 |========================== OSPRay Studio 0.11 Performance / Cost - Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 309.83 |========================== c2-standard-8 CLX .. 606.27 |================================================== n2-standard-8 CLX .. 490.70 |======================================== n2-highcpu-8 CLX ... 366.90 |============================== t2d-standard-8 AMD . 393.89 |================================ c2d-highcpu-8 AMD .. 372.27 |=============================== PostgreSQL 15 Performance / Cost - Scaling Factor: 100 - Clients: 800 - Mode: Read Only - Average Latency ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 0.036 |======================= c2-standard-8 CLX .. 0.078 |================================================= n2-standard-8 CLX .. 0.081 |=================================================== n2-highcpu-8 CLX ... 0.063 |======================================== t2d-standard-8 AMD . 0.032 |==================== c2d-highcpu-8 AMD .. 0.038 |======================== PostgreSQL 15 Performance / Cost - Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 0.048 |======================== c2-standard-8 CLX .. 0.100 |================================================== n2-standard-8 CLX .. 0.103 |=================================================== n2-highcpu-8 CLX ... 0.082 |========================================= t2d-standard-8 AMD . 0.041 |==================== c2d-highcpu-8 AMD .. 0.049 |======================== Google Draco 1.5.6 Performance / Cost - Model: Lion ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 6.250 |====================================== c2-standard-8 CLX .. 7.437 |============================================= n2-standard-8 CLX .. 8.355 |=================================================== n2-highcpu-8 CLX ... 8.391 |=================================================== t2d-standard-8 AMD . 6.073 |===================================== c2d-highcpu-8 AMD .. 5.617 |================================== Google Draco 1.5.6 Performance / Cost - Model: Church Facade ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 7.573 |=============== c2-standard-8 CLX .. 22.924 |============================================== n2-standard-8 CLX .. 24.664 |================================================== n2-highcpu-8 CLX ... 12.882 |========================== t2d-standard-8 AMD . 8.754 |================== c2d-highcpu-8 AMD .. 7.442 |=============== OpenCV 4.7 Performance / Cost - Test: Core ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 698.98 |======= c2-standard-8 CLX .. 2427.09 |========================= n2-standard-8 CLX .. 4813.37 |================================================= n2-highcpu-8 CLX ... 3539.38 |==================================== t2d-standard-8 AMD . 813.99 |======== c2d-highcpu-8 AMD .. 565.40 |====== OpenCV 4.7 Performance / Cost - Test: Graph API ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 4618.55 |============================= c2-standard-8 CLX .. 6377.02 |======================================== n2-standard-8 CLX .. 7750.25 |================================================= n2-highcpu-8 CLX ... 6650.73 |========================================== t2d-standard-8 AMD . 4204.28 |=========================== c2d-highcpu-8 AMD .. 3390.99 |===================== OpenCV 4.7 Performance / Cost - Test: Stitching ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 4509.96 |========================== c2-standard-8 CLX .. 7274.16 |=========================================== n2-standard-8 CLX .. 8354.79 |================================================= n2-highcpu-8 CLX ... 6189.44 |==================================== t2d-standard-8 AMD . 3524.81 |===================== c2d-highcpu-8 AMD .. 2998.40 |================== OpenCV 4.7 Performance / Cost - Test: Image Processing ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 1537.96 |====================== c2-standard-8 CLX .. 2502.98 |==================================== n2-standard-8 CLX .. 3395.38 |================================================= n2-highcpu-8 CLX ... 2419.79 |=================================== t2d-standard-8 AMD . 1258.51 |================== c2d-highcpu-8 AMD .. 1176.18 |================= OpenCV 4.7 Performance / Cost - Test: Object Detection ms x Dollar < Lower Is Better c3-highcpu-8 SPR ... 156.00 |================= c2-standard-8 CLX .. 406.39 |============================================= n2-standard-8 CLX .. 449.99 |================================================== n2-highcpu-8 CLX ... 331.35 |===================================== t2d-standard-8 AMD . 96.04 |=========== c2d-highcpu-8 AMD .. 113.00 |============= Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream ms/batch x Dollar < Lower Is Better c3-highcpu-8 SPR ... 2.640 |============================ c2-standard-8 CLX .. 4.777 |=================================================== n2-standard-8 CLX .. 4.513 |================================================ n2-highcpu-8 CLX ... 3.807 |========================================= t2d-standard-8 AMD . 3.227 |================================== c2d-highcpu-8 AMD .. 2.338 |========================= Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream ms/batch x Dollar < Lower Is Better c3-highcpu-8 SPR ... 0.417 |========================= c2-standard-8 CLX .. 0.753 |============================================== n2-standard-8 CLX .. 0.650 |======================================== n2-highcpu-8 CLX ... 0.529 |================================ t2d-standard-8 AMD . 0.838 |=================================================== c2d-highcpu-8 AMD .. 0.590 |==================================== Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream ms/batch x Dollar < Lower Is Better c3-highcpu-8 SPR ... 0.123 |=========================== c2-standard-8 CLX .. 0.133 |============================= n2-standard-8 CLX .. 0.145 |================================ n2-highcpu-8 CLX ... 0.110 |======================== t2d-standard-8 AMD . 0.232 |=================================================== c2d-highcpu-8 AMD .. 0.157 |=================================== Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream ms/batch x Dollar < Lower Is Better c3-highcpu-8 SPR ... 0.242 |================================ c2-standard-8 CLX .. 0.343 |============================================= n2-standard-8 CLX .. 0.385 |=================================================== n2-highcpu-8 CLX ... 0.233 |=============================== t2d-standard-8 AMD . 0.311 |========================================= c2d-highcpu-8 AMD .. 0.210 |============================ Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream ms/batch x Dollar < Lower Is Better c3-highcpu-8 SPR ... 1.529 |================================ c2-standard-8 CLX .. 2.262 |=============================================== n2-standard-8 CLX .. 2.435 |=================================================== n2-highcpu-8 CLX ... 1.770 |===================================== t2d-standard-8 AMD . 2.445 |=================================================== c2d-highcpu-8 AMD .. 1.745 |==================================== Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream ms/batch x Dollar < Lower Is Better c3-highcpu-8 SPR ... 0.616 |================================= c2-standard-8 CLX .. 0.857 |============================================== n2-standard-8 CLX .. 0.941 |=================================================== n2-highcpu-8 CLX ... 0.776 |========================================== t2d-standard-8 AMD . 0.766 |========================================== c2d-highcpu-8 AMD .. 0.557 |============================== Neural Magic DeepSparse 1.3.2 Performance / Cost - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream ms/batch x Dollar < Lower Is Better c3-highcpu-8 SPR ... 2.653 |============================== c2-standard-8 CLX .. 4.088 |============================================== n2-standard-8 CLX .. 4.512 |=================================================== n2-highcpu-8 CLX ... 3.763 |=========================================== t2d-standard-8 AMD . 3.215 |==================================== c2d-highcpu-8 AMD .. 2.354 |=========================== Xcompact3d Incompact3d 2021-03-11 Performance / Cost - Input: input.i3d 129 Cells Per Direction Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 0.097 |=============================== c2-standard-8 CLX .. 0.151 |================================================ n2-standard-8 CLX .. 0.162 |=================================================== n2-highcpu-8 CLX ... 0.120 |====================================== t2d-standard-8 AMD . 0.043 |============== c2d-highcpu-8 AMD .. 0.053 |================= OpenFOAM 10 Performance / Cost - Input: drivaerFastback, Small Mesh Size - Mesh Time Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 2.916 |===================== c2-standard-8 CLX .. 6.414 |=============================================== n2-standard-8 CLX .. 6.940 |=================================================== n2-highcpu-8 CLX ... 4.850 |==================================== t2d-standard-8 AMD . 1.609 |============ c2d-highcpu-8 AMD .. 2.493 |================== OpenFOAM 10 Performance / Cost - Input: drivaerFastback, Small Mesh Size - Execution Time Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 19.866 |======================== c2-standard-8 CLX .. 42.046 |================================================== n2-standard-8 CLX .. 41.919 |================================================== n2-highcpu-8 CLX ... 29.885 |==================================== t2d-standard-8 AMD . 9.713 |============ c2d-highcpu-8 AMD .. 15.750 |=================== OpenRadioss 2022.10.13 Performance / Cost - Model: Bumper Beam Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 8.798 |===================== c2-standard-8 CLX .. 17.577 |=========================================== n2-standard-8 CLX .. 20.505 |================================================== n2-highcpu-8 CLX ... 15.185 |===================================== t2d-standard-8 AMD . 3.006 |======= c2d-highcpu-8 AMD .. 6.864 |================= OpenRadioss 2022.10.13 Performance / Cost - Model: Cell Phone Drop Test Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 4.834 |===================== c2-standard-8 CLX .. 10.202 |============================================ n2-standard-8 CLX .. 11.600 |================================================== n2-highcpu-8 CLX ... 8.329 |==================================== t2d-standard-8 AMD . 1.768 |======== c2d-highcpu-8 AMD .. 3.850 |================= OpenRadioss 2022.10.13 Performance / Cost - Model: Bird Strike on Windshield Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 33.92 |======================== c2-standard-8 CLX .. 60.88 |=========================================== n2-standard-8 CLX .. 71.44 |=================================================== n2-highcpu-8 CLX ... 51.20 |===================================== t2d-standard-8 AMD . 13.91 |========== c2d-highcpu-8 AMD .. 32.34 |======================= OpenRadioss 2022.10.13 Performance / Cost - Model: Rubber O-Ring Seal Installation Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 12.845 |================= c2-standard-8 CLX .. 31.930 |========================================== n2-standard-8 CLX .. 38.461 |================================================== n2-highcpu-8 CLX ... 27.452 |==================================== t2d-standard-8 AMD . 4.176 |===== c2d-highcpu-8 AMD .. 11.294 |=============== SPECFEM3D 4.0 Performance / Cost - Model: Mount St. Helens Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 1.953 |================================== c2-standard-8 CLX .. 2.471 |=========================================== n2-standard-8 CLX .. 2.924 |=================================================== n2-highcpu-8 CLX ... 2.084 |==================================== t2d-standard-8 AMD . 0.649 |=========== c2d-highcpu-8 AMD .. 1.382 |======================== SPECFEM3D 4.0 Performance / Cost - Model: Layered Halfspace Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 13.395 |==================================== c2-standard-8 CLX .. 16.489 |============================================ n2-standard-8 CLX .. 18.683 |================================================== n2-highcpu-8 CLX ... 13.742 |===================================== t2d-standard-8 AMD . 4.685 |============= c2d-highcpu-8 AMD .. 8.771 |======================= SPECFEM3D 4.0 Performance / Cost - Model: Tomographic Model Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 2.015 |================================== c2-standard-8 CLX .. 2.716 |============================================== n2-standard-8 CLX .. 2.995 |=================================================== n2-highcpu-8 CLX ... 2.343 |======================================== t2d-standard-8 AMD . 0.654 |=========== c2d-highcpu-8 AMD .. 1.410 |======================== SPECFEM3D 4.0 Performance / Cost - Model: Homogeneous Halfspace Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 3.232 |================================ c2-standard-8 CLX .. 4.388 |============================================ n2-standard-8 CLX .. 5.133 |=================================================== n2-highcpu-8 CLX ... 3.875 |======================================= t2d-standard-8 AMD . 1.023 |========== c2d-highcpu-8 AMD .. 2.296 |======================= SPECFEM3D 4.0 Performance / Cost - Model: Water-layered Halfspace Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 10.292 |=============================== c2-standard-8 CLX .. 14.608 |============================================= n2-standard-8 CLX .. 16.346 |================================================== n2-highcpu-8 CLX ... 11.600 |=================================== t2d-standard-8 AMD . 3.753 |=========== c2d-highcpu-8 AMD .. 7.186 |====================== Timed FFmpeg Compilation 6.0 Performance / Cost - Time To Compile Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 1.325 |========================== c2-standard-8 CLX .. 2.225 |=========================================== n2-standard-8 CLX .. 2.633 |=================================================== n2-highcpu-8 CLX ... 1.859 |==================================== t2d-standard-8 AMD . 0.645 |============ c2d-highcpu-8 AMD .. 1.196 |======================= Timed Linux Kernel Compilation 6.1 Performance / Cost - Build: defconfig Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR ... 5.630 |========================= c2-standard-8 CLX .. 9.849 |============================================ n2-standard-8 CLX .. 11.283 |================================================== n2-highcpu-8 CLX ... 8.522 |====================================== t2d-standard-8 AMD . 3.140 |============== c2d-highcpu-8 AMD .. 5.705 |========================= Blender 3.4 Performance / Cost - Blend File: BMW27 - Compute: CPU-Only Seconds x Dollar < Lower Is Better c3-highcpu-8 SPR . 9.457 |=====================================================