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 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 |================================ 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 |=============================== 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 |=============================== 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 |=========================================== 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 |============================== 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 |====================================== 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 |================================================== 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 |============================= 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 |====================================== 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 |============================ 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 |================================== 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 |========================================= 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 |======================================== 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 |=============================== 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: 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 |========================= 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 |============================== 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 |=============================== 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 |================================ 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 |================================================= 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: 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 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 |====================================== 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 |============================== 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 |=========================== 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 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 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: 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 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: 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 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: 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 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: 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 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 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 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 |=========================== 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 |======================================= 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 |============================= Blender 3.4 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better c3-highcpu-8 SPR ... 315.24 |================================================== 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 |================================== 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 |=================================== 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 |=============================