EPYC Tyan Server AMD EPYC 7543 32-Core testing with a TYAN S8036GM2NE-LE (V2.00.B21 BIOS) and llvmpipe on CentOS Stream 8 via the Phoronix Test Suite. Ubuntu 20.04.2 LTS: Processor: AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: TYAN S8036GM2NE-LE (V2.00.B21 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe OS: Ubuntu 20.04, Kernel: 5.8.0-55-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.9, OpenGL: 4.5 Mesa 20.2.6 (LLVM 11.0.0 256 bits), Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080 Fedora Server 34: Processor: AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: TYAN S8036GM2NE-LE (V2.00.B21 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Broadcom NetXtreme BCM5720 PCIe OS: Fedora 34, Kernel: 5.12.11-300.fc34.x86_64 (x86_64), Compiler: GCC 11.1.1 20210531, File-System: xfs, Screen Resolution: 1920x1080 Debian 10.10: Processor: AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: TYAN S8036GM2NE-LE (V2.00.B21 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Broadcom NetXtreme BCM5720 PCIe OS: Debian 10, Kernel: 4.19.0-17-amd64 (x86_64), Desktop: GNOME Shell 3.30.2, Display Server: X Server, Compiler: GCC 8.3.0, File-System: ext4, Screen Resolution: 1920x1080 Debian Bullseye: Processor: AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: TYAN S8036GM2NE-LE (V2.00.B21 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe OS: Debian 11, Kernel: 5.10.0-7-amd64 (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server, Vulkan: 1.0.2, Compiler: GCC 10.2.1 20210110, File-System: ext4, Screen Resolution: 1920x1080 CentOS Stream: Processor: AMD EPYC 7543 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: TYAN S8036GM2NE-LE (V2.00.B21 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: llvmpipe, Monitor: VE228, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe OS: CentOS Stream 8, Kernel: 4.18.0-310.el8.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server + Wayland, OpenGL: 4.5 Mesa 21.1.1 (LLVM 11.0.0 256 bits), Compiler: GCC 8.5.0 20210514, File-System: xfs, Screen Resolution: 1920x1080 High Performance Conjugate Gradient 3.1 GFLOP/s > Higher Is Better Ubuntu 20.04.2 LTS . 12.88 |=================================================== Fedora Server 34 ... 11.71 |============================================== Debian Bullseye .... 11.79 |=============================================== CentOS Stream ...... 12.46 |================================================= NAS Parallel Benchmarks 3.4 Test / Class: BT.C Total Mop/s > Higher Is Better Ubuntu 20.04.2 LTS . 87954.98 |=============================================== Fedora Server 34 ... 20507.55 |=========== Debian 10.10 ....... 87888.38 |=============================================== Debian Bullseye .... 89192.77 |================================================ CentOS Stream ...... 21314.04 |=========== NAS Parallel Benchmarks 3.4 Test / Class: CG.C Total Mop/s > Higher Is Better Ubuntu 20.04.2 LTS . 29891.71 |=============================================== Fedora Server 34 ... 13587.61 |===================== Debian Bullseye .... 30352.21 |================================================ CentOS Stream ...... 12924.77 |==================== NAS Parallel Benchmarks 3.4 Test / Class: EP.D Total Mop/s > Higher Is Better Ubuntu 20.04.2 LTS . 2934.26 |================================================ Fedora Server 34 ... 1601.22 |========================== Debian Bullseye .... 2965.21 |================================================= CentOS Stream ...... 1006.08 |================= NAS Parallel Benchmarks 3.4 Test / Class: FT.C Total Mop/s > Higher Is Better Ubuntu 20.04.2 LTS . 47059.68 |============================================== Fedora Server 34 ... 17996.09 |================== Debian Bullseye .... 49076.24 |================================================ CentOS Stream ...... 18869.87 |================== NAS Parallel Benchmarks 3.4 Test / Class: IS.D Total Mop/s > Higher Is Better Ubuntu 20.04.2 LTS . 1786.82 |================================================= Fedora Server 34 ... 1092.18 |============================== Debian Bullseye .... 1731.34 |=============================================== CentOS Stream ...... 958.16 |========================== NAS Parallel Benchmarks 3.4 Test / Class: LU.C Total Mop/s > Higher Is Better Ubuntu 20.04.2 LTS . 102552.84 |============================================== Fedora Server 34 ... 21406.45 |========== Debian Bullseye .... 105456.95 |=============================================== CentOS Stream ...... 21087.26 |========= NAS Parallel Benchmarks 3.4 Test / Class: MG.C Total Mop/s > Higher Is Better Ubuntu 20.04.2 LTS . 49265.36 |=============================================== Fedora Server 34 ... 23154.54 |====================== Debian Bullseye .... 50128.60 |================================================ CentOS Stream ...... 23036.93 |====================== NAS Parallel Benchmarks 3.4 Test / Class: SP.C Total Mop/s > Higher Is Better Ubuntu 20.04.2 LTS . 33234.28 |=============================================== Fedora Server 34 ... 10058.28 |============== Debian 10.10 ....... 33843.85 |================================================ Debian Bullseye .... 33101.40 |=============================================== CentOS Stream ...... 10303.96 |=============== miniFE 2.2 Problem Size: Small CG Mflops > Higher Is Better Ubuntu 20.04.2 LTS . 11203.04 |======================================== Fedora Server 34 ... 10017.79 |==================================== Debian 10.10 ....... 10918.40 |======================================= Debian Bullseye .... 13355.40 |================================================ CentOS Stream ...... 7928.40 |============================ NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Ubuntu 20.04.2 LTS . 0.67252 |================================================= Fedora Server 34 ... 0.67355 |================================================= Debian 10.10 ....... 0.67193 |================================================= Debian Bullseye .... 0.67131 |================================================= CentOS Stream ...... 0.67415 |================================================= NWChem 7.0.2 Input: C240 Buckyball Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 3116.9 |================================================== Debian Bullseye .... 3101.2 |================================================== Xcompact3d Incompact3d 2021-03-11 Input: input.i3d 193 Cells Per Direction Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 27.88 |================================================= Fedora Server 34 ... 29.04 |=================================================== Debian Bullseye .... 27.70 |================================================= CentOS Stream ...... 28.65 |================================================== OpenFOAM 8 Input: Motorbike 30M Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 22.24 |=================================================== Debian Bullseye .... 21.77 |================================================== OpenFOAM 8 Input: Motorbike 60M Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 237.38 |================================================== Debian Bullseye .... 236.58 |================================================== Xmrig 6.12.1 Variant: Monero - Hash Count: 1M H/s > Higher Is Better Ubuntu 20.04.2 LTS . 21914.9 |============================================== Debian 10.10 ....... 22334.5 |============================================== Debian Bullseye .... 23576.3 |================================================= Xmrig 6.12.1 Variant: Wownero - Hash Count: 1M H/s > Higher Is Better Ubuntu 20.04.2 LTS . 23123.1 |============================================== Debian 10.10 ....... 23003.3 |============================================== Debian Bullseye .... 24478.3 |================================================= LuxCoreRender 2.5 Scene: DLSC - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 20.04.2 LTS . 5.45 |==================================================== Fedora Server 34 ... 5.46 |==================================================== Debian 10.10 ....... 5.47 |==================================================== Debian Bullseye .... 5.45 |==================================================== CentOS Stream ...... 5.46 |==================================================== LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 20.04.2 LTS . 4.32 |=================================================== Fedora Server 34 ... 4.39 |==================================================== Debian 10.10 ....... 4.36 |=================================================== Debian Bullseye .... 4.42 |==================================================== CentOS Stream ...... 4.40 |==================================================== LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 20.04.2 LTS . 8.29 |=================================================== Fedora Server 34 ... 8.29 |=================================================== Debian 10.10 ....... 8.33 |==================================================== Debian Bullseye .... 8.39 |==================================================== CentOS Stream ...... 8.25 |=================================================== LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 20.04.2 LTS . 4.73 |=================================================== Fedora Server 34 ... 4.68 |=================================================== Debian 10.10 ....... 4.74 |=================================================== Debian Bullseye .... 4.79 |==================================================== CentOS Stream ...... 4.74 |=================================================== LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 20.04.2 LTS . 16.38 |================================================= Fedora Server 34 ... 16.11 |================================================ Debian 10.10 ....... 17.14 |=================================================== Debian Bullseye .... 16.75 |================================================== CentOS Stream ...... 17.01 |=================================================== OSPray 1.8.5 Demo: San Miguel - Renderer: Path Tracer FPS > Higher Is Better Ubuntu 20.04.2 LTS . 3.72 |=================================================== Fedora Server 34 ... 3.70 |=================================================== Debian 10.10 ....... 3.73 |=================================================== Debian Bullseye .... 3.78 |==================================================== CentOS Stream ...... 3.74 |=================================================== OSPray 1.8.5 Demo: XFrog Forest - Renderer: Path Tracer FPS > Higher Is Better Ubuntu 20.04.2 LTS . 4.47 |==================================================== Fedora Server 34 ... 4.46 |==================================================== Debian 10.10 ....... 4.48 |==================================================== Debian Bullseye .... 4.50 |==================================================== CentOS Stream ...... 4.46 |==================================================== OSPray 1.8.5 Demo: NASA Streamlines - Renderer: Path Tracer FPS > Higher Is Better Ubuntu 20.04.2 LTS . 12.35 |================================================== Fedora Server 34 ... 12.35 |================================================== Debian 10.10 ....... 12.50 |================================================== Debian Bullseye .... 12.66 |=================================================== CentOS Stream ...... 12.50 |================================================== OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: Path Tracer FPS > Higher Is Better Ubuntu 20.04.2 LTS . 500.00 |================================================== Fedora Server 34 ... 500.00 |================================================== Debian 10.10 ....... 444.44 |============================================ Debian Bullseye .... 422.22 |========================================== CentOS Stream ...... 500.00 |================================================== Embree 3.13 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 33.32 |=================================================== Fedora Server 34 ... 33.39 |=================================================== Debian 10.10 ....... 32.59 |================================================== Debian Bullseye .... 33.52 |=================================================== CentOS Stream ...... 33.30 |=================================================== Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 37.19 |=================================================== Fedora Server 34 ... 37.38 |=================================================== Debian 10.10 ....... 32.44 |============================================ Debian Bullseye .... 37.32 |=================================================== CentOS Stream ...... 37.23 |=================================================== SVT-AV1 0.8.7 Encoder Mode: Preset 4 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 1.931 |================================================== Fedora Server 34 ... 1.913 |================================================== Debian 10.10 ....... 1.852 |================================================ Debian Bullseye .... 1.707 |============================================ CentOS Stream ...... 1.959 |=================================================== SVT-AV1 0.8.7 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 20.85 |=============================================== Fedora Server 34 ... 18.35 |========================================== Debian 10.10 ....... 20.72 |=============================================== Debian Bullseye .... 14.88 |================================== CentOS Stream ...... 22.40 |=================================================== SVT-HEVC 1.5.0 Tuning: 1 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 24.65 |================================================== Fedora Server 34 ... 24.71 |================================================== Debian 10.10 ....... 25.19 |=================================================== Debian Bullseye .... 24.96 |=================================================== CentOS Stream ...... 24.76 |================================================== SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 282.38 |================================================ Fedora Server 34 ... 281.37 |=============================================== Debian 10.10 ....... 296.57 |================================================== Debian Bullseye .... 273.70 |============================================== CentOS Stream ...... 285.20 |================================================ SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 458.18 |=========================================== Fedora Server 34 ... 434.07 |======================================== Debian 10.10 ....... 537.01 |================================================== Debian Bullseye .... 429.71 |======================================== CentOS Stream ...... 467.20 |============================================ SVT-VP9 0.3 Tuning: VMAF Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 349.16 |================================================== Fedora Server 34 ... 291.76 |========================================== Debian 10.10 ....... 344.93 |================================================= Debian Bullseye .... 256.35 |===================================== CentOS Stream ...... 303.33 |=========================================== SVT-VP9 0.3 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 353.98 |================================================== Fedora Server 34 ... 305.14 |=========================================== Debian 10.10 ....... 353.73 |================================================== Debian Bullseye .... 259.56 |===================================== CentOS Stream ...... 303.00 |=========================================== SVT-VP9 0.3 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 264.89 |============================================= Fedora Server 34 ... 272.55 |============================================== Debian 10.10 ....... 297.41 |================================================== Debian Bullseye .... 236.32 |======================================== CentOS Stream ...... 274.02 |============================================== VP9 libvpx Encoding 1.10.0 Speed: Speed 0 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 6.16 |============================================== Fedora Server 34 ... 6.89 |==================================================== Debian 10.10 ....... 6.05 |============================================== Debian Bullseye .... 6.52 |================================================= CentOS Stream ...... 6.48 |================================================= VP9 libvpx Encoding 1.10.0 Speed: Speed 5 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 20.04.2 LTS . 13.63 |=========================================== Fedora Server 34 ... 16.23 |=================================================== Debian 10.10 ....... 13.03 |========================================= Debian Bullseye .... 9.31 |============================= CentOS Stream ...... 14.89 |=============================================== Intel Open Image Denoise 1.4.0 Run: RT.hdr_alb_nrm.3840x2160 Images / Sec > Higher Is Better Ubuntu 20.04.2 LTS . 0.90 |================================================= Fedora Server 34 ... 0.96 |==================================================== Debian 10.10 ....... 0.87 |=============================================== Debian Bullseye .... 0.89 |================================================ CentOS Stream ...... 0.94 |=================================================== Intel Open Image Denoise 1.4.0 Run: RT.ldr_alb_nrm.3840x2160 Images / Sec > Higher Is Better Ubuntu 20.04.2 LTS . 0.90 |================================================= Fedora Server 34 ... 0.96 |==================================================== Debian 10.10 ....... 0.87 |=============================================== Debian Bullseye .... 0.94 |=================================================== CentOS Stream ...... 0.95 |=================================================== Intel Open Image Denoise 1.4.0 Run: RTLightmap.hdr.4096x4096 Images / Sec > Higher Is Better Ubuntu 20.04.2 LTS . 0.45 |================================================= Fedora Server 34 ... 0.48 |==================================================== Debian 10.10 ....... 0.44 |================================================ Debian Bullseye .... 0.46 |================================================== CentOS Stream ...... 0.47 |=================================================== OpenVKL 0.9 Benchmark: vklBenchmark Items / Sec > Higher Is Better Ubuntu 20.04.2 LTS . 297 |===================================================== Fedora Server 34 ... 296 |===================================================== Debian 10.10 ....... 282 |================================================== Debian Bullseye .... 287 |=================================================== CentOS Stream ...... 293 |==================================================== libavif avifenc 0.9.0 Encoder Speed: 10 Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 3.817 |=================================================== Fedora Server 34 ... 3.620 |================================================ Debian 10.10 ....... 2.785 |===================================== Debian Bullseye .... 2.873 |====================================== CentOS Stream ...... 2.817 |====================================== libavif avifenc 0.9.0 Encoder Speed: 6, Lossless Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 30.22 |=================================================== Fedora Server 34 ... 27.88 |=============================================== Debian 10.10 ....... 27.24 |============================================== Debian Bullseye .... 27.40 |============================================== CentOS Stream ...... 27.00 |============================================== libavif avifenc 0.9.0 Encoder Speed: 10, Lossless Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 6.287 |=================================================== Fedora Server 34 ... 6.185 |================================================== Debian 10.10 ....... 5.323 |=========================================== Debian Bullseye .... 5.298 |=========================================== CentOS Stream ...... 5.188 |========================================== Timed Godot Game Engine Compilation 3.2.3 Time To Compile Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 57.91 |=============================================== Fedora Server 34 ... 54.95 |============================================ Debian 10.10 ....... 63.29 |=================================================== Debian Bullseye .... 53.43 |=========================================== Timed Linux Kernel Compilation 5.10.20 Time To Compile Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 35.14 |=================================================== Fedora Server 34 ... 34.02 |================================================= Debian 10.10 ....... 29.49 |=========================================== Debian Bullseye .... 32.03 |============================================== CentOS Stream ...... 31.13 |============================================= Timed LLVM Compilation 12.0 Build System: Ninja Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 232.76 |================================================== Fedora Server 34 ... 209.69 |============================================= Debian 10.10 ....... 185.20 |======================================== Debian Bullseye .... 202.01 |=========================================== CentOS Stream ...... 192.20 |========================================= Timed LLVM Compilation 12.0 Build System: Unix Makefiles Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 286.38 |================================================== Fedora Server 34 ... 257.17 |============================================= Debian 10.10 ....... 223.26 |======================================= Debian Bullseye .... 250.57 |============================================ CentOS Stream ...... 227.74 |======================================== Timed Mesa Compilation 21.0 Time To Compile Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 22.75 |=================================================== Debian Bullseye .... 20.27 |============================================= CentOS Stream ...... 20.08 |============================================= Timed Node.js Compilation 15.11 Time To Compile Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 151.65 |================================================== Fedora Server 34 ... 137.59 |============================================= Debian 10.10 ....... 123.14 |========================================= Debian Bullseye .... 134.41 |============================================ CentOS Stream ...... 127.50 |========================================== Timed Wasmer Compilation 1.0.2 Time To Compile Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 61.24 |=================================================== Fedora Server 34 ... 41.50 |=================================== Debian Bullseye .... 60.64 |=================================================== CentOS Stream ...... 45.01 |===================================== GROMACS 2021.2 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better Ubuntu 20.04.2 LTS . 3.639 |================================================= Fedora Server 34 ... 3.640 |================================================= Debian Bullseye .... 3.756 |================================================== CentOS Stream ...... 3.801 |=================================================== TensorFlow Lite 2020-08-23 Model: SqueezeNet Microseconds < Lower Is Better Ubuntu 20.04.2 LTS . 69192.6 |======================================= Fedora Server 34 ... 70453.9 |======================================= Debian 10.10 ....... 69846.2 |======================================= Debian Bullseye .... 69107.3 |======================================= CentOS Stream ...... 87580.8 |================================================= TensorFlow Lite 2020-08-23 Model: Inception V4 Microseconds < Lower Is Better Ubuntu 20.04.2 LTS . 936694 |================================================== Fedora Server 34 ... 941892 |================================================== Debian 10.10 ....... 942408 |================================================== Debian Bullseye .... 932251 |================================================= CentOS Stream ...... 944105 |================================================== TensorFlow Lite 2020-08-23 Model: NASNet Mobile Microseconds < Lower Is Better Ubuntu 20.04.2 LTS . 88673.1 |======================= Fedora Server 34 ... 111782.4 |============================= Debian 10.10 ....... 75742.3 |=================== Debian Bullseye .... 84817.3 |====================== CentOS Stream ...... 186658.0 |================================================ TensorFlow Lite 2020-08-23 Model: Mobilenet Float Microseconds < Lower Is Better Ubuntu 20.04.2 LTS . 43688.4 |=============================================== Fedora Server 34 ... 43885.7 |=============================================== Debian 10.10 ....... 44222.9 |=============================================== Debian Bullseye .... 43711.5 |=============================================== CentOS Stream ...... 45933.1 |================================================= TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Microseconds < Lower Is Better Ubuntu 20.04.2 LTS . 46472.9 |================================================ Fedora Server 34 ... 46557.7 |================================================ Debian 10.10 ....... 46650.1 |================================================ Debian Bullseye .... 46349.8 |================================================ CentOS Stream ...... 47417.3 |================================================= TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Microseconds < Lower Is Better Ubuntu 20.04.2 LTS . 835539 |================================================== Fedora Server 34 ... 837065 |================================================== Debian 10.10 ....... 834724 |================================================= Debian Bullseye .... 834703 |================================================= CentOS Stream ...... 843780 |================================================== ASTC Encoder 3.0 Preset: Exhaustive Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 23.68 |================================================== Fedora Server 34 ... 23.52 |================================================== Debian Bullseye .... 23.46 |================================================== CentOS Stream ...... 23.93 |=================================================== GPAW 20.1 Input: Carbon Nanotube Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 114.90 |================================================== Mobile Neural Network 1.2 Model: mobilenetV3 ms < Lower Is Better Ubuntu 20.04.2 LTS . 2.572 |============================================= Fedora Server 34 ... 2.535 |============================================ Debian 10.10 ....... 2.906 |=================================================== Debian Bullseye .... 2.616 |============================================== CentOS Stream ...... 2.584 |============================================= Mobile Neural Network 1.2 Model: squeezenetv1.1 ms < Lower Is Better Ubuntu 20.04.2 LTS . 4.144 |============================================= Fedora Server 34 ... 4.042 |============================================ Debian 10.10 ....... 4.720 |=================================================== Debian Bullseye .... 4.676 |=================================================== CentOS Stream ...... 4.355 |=============================================== Mobile Neural Network 1.2 Model: resnet-v2-50 ms < Lower Is Better Ubuntu 20.04.2 LTS . 21.95 |=============================================== Fedora Server 34 ... 18.93 |========================================= Debian 10.10 ....... 23.74 |=================================================== Debian Bullseye .... 22.52 |================================================ CentOS Stream ...... 22.03 |=============================================== Mobile Neural Network 1.2 Model: SqueezeNetV1.0 ms < Lower Is Better Ubuntu 20.04.2 LTS . 6.094 |============================================== Fedora Server 34 ... 5.767 |=========================================== Debian 10.10 ....... 6.326 |================================================ Debian Bullseye .... 6.204 |=============================================== CentOS Stream ...... 6.776 |=================================================== Mobile Neural Network 1.2 Model: MobileNetV2_224 ms < Lower Is Better Ubuntu 20.04.2 LTS . 3.947 |=============================================== Fedora Server 34 ... 3.975 |=============================================== Debian 10.10 ....... 4.242 |=================================================== Debian Bullseye .... 4.034 |================================================ CentOS Stream ...... 4.275 |=================================================== Mobile Neural Network 1.2 Model: mobilenet-v1-1.0 ms < Lower Is Better Ubuntu 20.04.2 LTS . 2.849 |====================================== Fedora Server 34 ... 2.894 |======================================= Debian 10.10 ....... 3.482 |=============================================== Debian Bullseye .... 3.796 |=================================================== CentOS Stream ...... 2.932 |======================================= Mobile Neural Network 1.2 Model: inception-v3 ms < Lower Is Better Ubuntu 20.04.2 LTS . 24.36 |============================================= Fedora Server 34 ... 22.60 |========================================== Debian 10.10 ....... 26.47 |================================================= Debian Bullseye .... 27.65 |=================================================== CentOS Stream ...... 27.52 |=================================================== TNN 0.3 Target: CPU - Model: DenseNet ms < Lower Is Better Ubuntu 20.04.2 LTS . 2907.27 |============================================== Fedora Server 34 ... 3042.86 |================================================ Debian 10.10 ....... 2822.38 |============================================= Debian Bullseye .... 3098.33 |================================================= CentOS Stream ...... 2957.07 |=============================================== TNN 0.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better Ubuntu 20.04.2 LTS . 290.34 |=============================================== Fedora Server 34 ... 296.55 |================================================ Debian 10.10 ....... 286.25 |=============================================== Debian Bullseye .... 307.53 |================================================== CentOS Stream ...... 301.64 |================================================= TNN 0.3 Target: CPU - Model: SqueezeNet v2 ms < Lower Is Better Ubuntu 20.04.2 LTS . 62.60 |================================================= Fedora Server 34 ... 64.81 |=================================================== Debian 10.10 ....... 62.22 |================================================= Debian Bullseye .... 62.17 |================================================= CentOS Stream ...... 62.62 |================================================= TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better Ubuntu 20.04.2 LTS . 269.18 |================================================== Fedora Server 34 ... 271.39 |================================================== Debian 10.10 ....... 268.00 |================================================= Debian Bullseye .... 269.36 |================================================== CentOS Stream ...... 269.47 |================================================== PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: CPU FPS > Higher Is Better Ubuntu 20.04.2 LTS . 26.73 |======================================== Fedora Server 34 ... 26.96 |========================================= Debian 10.10 ....... 33.54 |=================================================== Debian Bullseye .... 33.87 |=================================================== CentOS Stream ...... 33.59 |=================================================== PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: CPU FPS > Higher Is Better Ubuntu 20.04.2 LTS . 22.49 |========================================= Fedora Server 34 ... 22.13 |======================================== Debian 10.10 ....... 27.95 |=================================================== Debian Bullseye .... 27.67 |================================================== CentOS Stream ...... 27.92 |=================================================== PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU FPS > Higher Is Better Ubuntu 20.04.2 LTS . 9.04 |================================================= Fedora Server 34 ... 8.59 |============================================== Debian 10.10 ....... 9.60 |==================================================== Debian Bullseye .... 9.61 |==================================================== CentOS Stream ...... 7.59 |========================================= OpenVINO 2021.1 Model: Face Detection 0106 FP16 - Device: CPU FPS > Higher Is Better Ubuntu 20.04.2 LTS . 6.25 |==================================================== OpenVINO 2021.1 Model: Face Detection 0106 FP16 - Device: CPU ms < Lower Is Better Ubuntu 20.04.2 LTS . 2548.12 |================================================= OpenVINO 2021.1 Model: Face Detection 0106 FP32 - Device: CPU FPS > Higher Is Better Ubuntu 20.04.2 LTS . 6.25 |==================================================== OpenVINO 2021.1 Model: Face Detection 0106 FP32 - Device: CPU ms < Lower Is Better Ubuntu 20.04.2 LTS . 2551.27 |================================================= OpenVINO 2021.1 Model: Person Detection 0106 FP16 - Device: CPU FPS > Higher Is Better Ubuntu 20.04.2 LTS . 4.57 |==================================================== OpenVINO 2021.1 Model: Person Detection 0106 FP16 - Device: CPU ms < Lower Is Better Ubuntu 20.04.2 LTS . 3486.44 |================================================= OpenVINO 2021.1 Model: Person Detection 0106 FP32 - Device: CPU FPS > Higher Is Better Ubuntu 20.04.2 LTS . 4.58 |==================================================== OpenVINO 2021.1 Model: Person Detection 0106 FP32 - Device: CPU ms < Lower Is Better Ubuntu 20.04.2 LTS . 3448.71 |================================================= OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU FPS > Higher Is Better Ubuntu 20.04.2 LTS . 20273.78 |================================================ OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU ms < Lower Is Better Ubuntu 20.04.2 LTS . 0.76 |==================================================== OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU FPS > Higher Is Better Ubuntu 20.04.2 LTS . 20458.87 |================================================ OpenVINO 2021.1 Model: Age Gender Recognition Retail 0013 FP32 - Device: CPU ms < Lower Is Better Ubuntu 20.04.2 LTS . 0.76 |==================================================== Blender 2.92 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 52.85 |=================================================== Fedora Server 34 ... 53.13 |=================================================== Debian 10.10 ....... 52.44 |================================================== Debian Bullseye .... 52.55 |================================================== CentOS Stream ...... 52.25 |================================================== Blender 2.92 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 146.51 |================================================== Fedora Server 34 ... 146.65 |================================================== Debian 10.10 ....... 146.09 |================================================== Debian Bullseye .... 145.38 |================================================== CentOS Stream ...... 146.29 |================================================== Blender 2.92 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 195.79 |================================================== Fedora Server 34 ... 196.64 |================================================== Debian 10.10 ....... 192.55 |================================================= Debian Bullseye .... 189.90 |================================================ CentOS Stream ...... 190.76 |================================================= ONNX Runtime 1.6 Model: yolov4 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 20.04.2 LTS . 291 |===================================================== Fedora Server 34 ... 277 |================================================== Debian 10.10 ....... 233 |========================================== Debian Bullseye .... 282 |=================================================== CentOS Stream ...... 242 |============================================ ONNX Runtime 1.6 Model: bertsquad-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 20.04.2 LTS . 445 |===================================================== Fedora Server 34 ... 440 |==================================================== Debian 10.10 ....... 432 |=================================================== Debian Bullseye .... 424 |================================================== CentOS Stream ...... 427 |=================================================== ONNX Runtime 1.6 Model: fcn-resnet101-11 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 20.04.2 LTS . 93 |====================================================== Fedora Server 34 ... 84 |================================================= Debian 10.10 ....... 75 |============================================ Debian Bullseye .... 73 |========================================== CentOS Stream ...... 74 |=========================================== ONNX Runtime 1.6 Model: shufflenet-v2-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 20.04.2 LTS . 10866 |================================================= Fedora Server 34 ... 10911 |================================================= Debian 10.10 ....... 11064 |================================================== Debian Bullseye .... 11283 |=================================================== CentOS Stream ...... 9699 |============================================ ONNX Runtime 1.6 Model: super-resolution-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 20.04.2 LTS . 4775 |================================================= Fedora Server 34 ... 4884 |=================================================== Debian 10.10 ....... 5018 |==================================================== Debian Bullseye .... 4597 |================================================ CentOS Stream ...... 4475 |============================================== Numenta Anomaly Benchmark 1.1 Detector: EXPoSE Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 1397.78 |================================================= Debian 10.10 ....... 1120.73 |======================================= CentOS Stream ...... 1014.36 |==================================== Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 13.05 |=================================================== Debian 10.10 ....... 12.32 |================================================ CentOS Stream ...... 11.64 |============================================= Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 6.805 |=================================================== Debian 10.10 ....... 6.671 |================================================== CentOS Stream ...... 6.293 |=============================================== Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 76.41 |=================================================== Debian 10.10 ....... 75.37 |================================================== CentOS Stream ...... 66.50 |============================================ Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Seconds < Lower Is Better Ubuntu 20.04.2 LTS . 26.84 |====================================== Debian 10.10 ....... 35.81 |=================================================== CentOS Stream ...... 36.14 |=================================================== Kripke 1.2.4 Throughput FoM > Higher Is Better Ubuntu 20.04.2 LTS . 78658979 |================================================ Fedora Server 34 ... 78470519 |================================================ Debian 10.10 ....... 78433118 |================================================ Debian Bullseye .... 78112133 |================================================ CentOS Stream ...... 77631927 |=============================================== BRL-CAD 7.32.2 VGR Performance Metric VGR Performance Metric > Higher Is Better Ubuntu 20.04.2 LTS . 422481 |================================================== Fedora Server 34 ... 417781 |================================================= Debian 10.10 ....... 409125 |================================================ Debian Bullseye .... 420156 |================================================== CentOS Stream ...... 406823 |================================================