Ubuntu 21.10 EPYC Milan AMD EPYC 74F3 24-Core testing with a ASRockRack ROME2D16-2T (P3.10 BIOS) and ASPEED on Ubuntu 21.04 via the Phoronix Test Suite. Ubuntu 21.10: Processor: AMD EPYC 74F3 24-Core @ 3.20GHz (24 Cores / 48 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T OS: Ubuntu 21.10, Kernel: 5.13.0-16-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 Ubuntu 21.10 + Linux 5.15: Processor: AMD EPYC 74F3 24-Core @ 3.20GHz (24 Cores / 48 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T OS: Ubuntu 21.10, Kernel: 5.15.0-051500rc5daily20211011-generic (x86_64) 20211010, Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 Ubuntu 21.04: Processor: AMD EPYC 74F3 24-Core @ 3.20GHz (24 Cores / 48 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T OS: Ubuntu 21.04, Kernel: 5.11.0-37-generic (x86_64), Display Server: X Server, Vulkan: 1.0.2, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 NAS Parallel Benchmarks 3.4 Test / Class: CG.C Total Mop/s > Higher Is Better Ubuntu 21.10 .............. 24114.11 |====================================== Ubuntu 21.10 + Linux 5.15 . 25960.11 |========================================= Ubuntu 21.04 .............. 25140.10 |======================================== NAS Parallel Benchmarks 3.4 Test / Class: FT.C Total Mop/s > Higher Is Better Ubuntu 21.10 .............. 42915.03 |======================================== Ubuntu 21.10 + Linux 5.15 . 43590.57 |========================================= Ubuntu 21.04 .............. 43707.66 |========================================= NAS Parallel Benchmarks 3.4 Test / Class: IS.D Total Mop/s > Higher Is Better Ubuntu 21.10 .............. 1993.83 |========================================== Ubuntu 21.10 + Linux 5.15 . 2013.11 |========================================== Ubuntu 21.04 .............. 1790.31 |===================================== NAS Parallel Benchmarks 3.4 Test / Class: LU.C Total Mop/s > Higher Is Better Ubuntu 21.10 .............. 82765.18 |======================================== Ubuntu 21.10 + Linux 5.15 . 84921.35 |========================================= Ubuntu 21.04 .............. 81382.28 |======================================= NAS Parallel Benchmarks 3.4 Test / Class: MG.C Total Mop/s > Higher Is Better Ubuntu 21.10 .............. 50332.64 |======================================= Ubuntu 21.10 + Linux 5.15 . 52547.88 |========================================= Ubuntu 21.04 .............. 50207.13 |======================================= NAS Parallel Benchmarks 3.4 Test / Class: SP.B Total Mop/s > Higher Is Better Ubuntu 21.10 .............. 63598.14 |======================================== Ubuntu 21.10 + Linux 5.15 . 65350.97 |========================================= Ubuntu 21.04 .............. 63522.54 |======================================== NAS Parallel Benchmarks 3.4 Test / Class: SP.C Total Mop/s > Higher Is Better Ubuntu 21.10 .............. 35556.44 |======================================== Ubuntu 21.10 + Linux 5.15 . 36599.60 |========================================= Ubuntu 21.04 .............. 35627.71 |======================================== LeelaChessZero 0.28 Backend: BLAS Nodes Per Second > Higher Is Better Ubuntu 21.10 .............. 1457 |============================================= Ubuntu 21.10 + Linux 5.15 . 1340 |========================================= Ubuntu 21.04 .............. 1442 |============================================= LeelaChessZero 0.28 Backend: Eigen Nodes Per Second > Higher Is Better Ubuntu 21.10 .............. 1330 |============================================= Ubuntu 21.10 + Linux 5.15 . 1306 |============================================ Ubuntu 21.04 .............. 1325 |============================================= Parboil 2.5 Test: OpenMP LBM Seconds < Lower Is Better Parboil 2.5 Test: OpenMP CUTCP Seconds < Lower Is Better Parboil 2.5 Test: OpenMP MRI-Q Seconds < Lower Is Better Parboil 2.5 Test: OpenMP Stencil Seconds < Lower Is Better Parboil 2.5 Test: OpenMP MRI Gridding Seconds < Lower Is Better Rodinia 3.1 Test: OpenMP LavaMD Seconds < Lower Is Better Ubuntu 21.10 .............. 85.06 |============================================ Ubuntu 21.10 + Linux 5.15 . 84.10 |============================================ Ubuntu 21.04 .............. 79.19 |========================================= Rodinia 3.1 Test: OpenMP HotSpot3D Seconds < Lower Is Better Ubuntu 21.10 .............. 79.40 |============================================ Ubuntu 21.10 + Linux 5.15 . 80.31 |============================================ Ubuntu 21.04 .............. 78.19 |=========================================== Rodinia 3.1 Test: OpenMP Leukocyte Seconds < Lower Is Better Ubuntu 21.10 .............. 44.60 |======================================== Ubuntu 21.10 + Linux 5.15 . 44.35 |======================================= Ubuntu 21.04 .............. 49.58 |============================================ Rodinia 3.1 Test: OpenMP CFD Solver Seconds < Lower Is Better Ubuntu 21.10 .............. 9.541 |=========================================== Ubuntu 21.10 + Linux 5.15 . 9.701 |============================================ Ubuntu 21.04 .............. 9.447 |=========================================== Rodinia 3.1 Test: OpenMP Streamcluster Seconds < Lower Is Better Ubuntu 21.10 .............. 6.558 |=========================================== Ubuntu 21.10 + Linux 5.15 . 6.695 |============================================ Ubuntu 21.04 .............. 6.292 |========================================= NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Ubuntu 21.10 .............. 0.77725 |========================================== Ubuntu 21.10 + Linux 5.15 . 0.77730 |========================================== Ubuntu 21.04 .............. 0.77608 |========================================== Xcompact3d Incompact3d 2021-03-11 Input: input.i3d 129 Cells Per Direction Seconds < Lower Is Better Ubuntu 21.10 .............. 6.90810013 |======================================= Ubuntu 21.10 + Linux 5.15 . 6.55719979 |===================================== Ubuntu 21.04 .............. 6.85141821 |======================================= Xcompact3d Incompact3d 2021-03-11 Input: input.i3d 193 Cells Per Direction Seconds < Lower Is Better Ubuntu 21.10 .............. 30.39 |============================================ Ubuntu 21.10 + Linux 5.15 . 29.89 |=========================================== Ubuntu 21.04 .............. 30.29 |============================================ OpenFOAM 8 Input: Motorbike 30M Seconds < Lower Is Better Ubuntu 21.10 .............. 24.22 |========================================== Ubuntu 21.10 + Linux 5.15 . 24.21 |========================================== Ubuntu 21.04 .............. 25.15 |============================================ OpenFOAM 8 Input: Motorbike 60M Seconds < Lower Is Better Ubuntu 21.10 .............. 243.11 |=========================================== Ubuntu 21.10 + Linux 5.15 . 239.68 |========================================== Ubuntu 21.04 .............. 242.99 |=========================================== LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: 20k Atoms ns/day > Higher Is Better Ubuntu 21.10 .............. 16.87 |=========================================== Ubuntu 21.10 + Linux 5.15 . 17.00 |=========================================== Ubuntu 21.04 .............. 17.21 |============================================ LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: Rhodopsin Protein ns/day > Higher Is Better Ubuntu 21.10 .............. 16.35 |=========================================== Ubuntu 21.10 + Linux 5.15 . 15.91 |========================================== Ubuntu 21.04 .............. 16.64 |============================================ simdjson 1.0 Throughput Test: Kostya GB/s > Higher Is Better Ubuntu 21.10 .............. 3.21 |============================================= Ubuntu 21.10 + Linux 5.15 . 3.21 |============================================= Ubuntu 21.04 .............. 3.14 |============================================ simdjson 1.0 Throughput Test: LargeRandom GB/s > Higher Is Better Ubuntu 21.10 .............. 1.11 |============================================= Ubuntu 21.10 + Linux 5.15 . 1.11 |============================================= Ubuntu 21.04 .............. 1.06 |=========================================== simdjson 1.0 Throughput Test: PartialTweets GB/s > Higher Is Better Ubuntu 21.10 .............. 4.17 |=========================================== Ubuntu 21.10 + Linux 5.15 . 4.18 |=========================================== Ubuntu 21.04 .............. 4.37 |============================================= simdjson 1.0 Throughput Test: DistinctUserID GB/s > Higher Is Better Ubuntu 21.10 .............. 4.93 |============================================= Ubuntu 21.10 + Linux 5.15 . 4.94 |============================================= Ubuntu 21.04 .............. 4.78 |============================================ Xmrig 6.12.1 Variant: Monero - Hash Count: 1M H/s > Higher Is Better Ubuntu 21.10 .............. 18217.5 |========================================== Ubuntu 21.10 + Linux 5.15 . 18333.4 |========================================== Ubuntu 21.04 .............. 18245.2 |========================================== Xmrig 6.12.1 Variant: Wownero - Hash Count: 1M H/s > Higher Is Better Ubuntu 21.10 .............. 19059.6 |========================================== Ubuntu 21.10 + Linux 5.15 . 19138.5 |========================================== Ubuntu 21.04 .............. 19125.8 |========================================== JPEG XL libjxl 0.5 Input: PNG - Encode Speed: 5 MP/s > Higher Is Better Ubuntu 21.10 .............. 72.00 |========================================== Ubuntu 21.10 + Linux 5.15 . 74.92 |============================================ Ubuntu 21.04 .............. 72.78 |=========================================== JPEG XL libjxl 0.5 Input: PNG - Encode Speed: 7 MP/s > Higher Is Better Ubuntu 21.10 .............. 9.36 |=========================================== Ubuntu 21.10 + Linux 5.15 . 9.74 |============================================= Ubuntu 21.04 .............. 9.73 |============================================= JPEG XL libjxl 0.5 Input: PNG - Encode Speed: 8 MP/s > Higher Is Better Ubuntu 21.10 .............. 0.96 |============================================ Ubuntu 21.10 + Linux 5.15 . 0.98 |============================================= Ubuntu 21.04 .............. 0.94 |=========================================== JPEG XL libjxl 0.5 Input: JPEG - Encode Speed: 5 MP/s > Higher Is Better Ubuntu 21.10 .............. 74.55 |========================================== Ubuntu 21.10 + Linux 5.15 . 79.04 |============================================ Ubuntu 21.04 .............. 76.02 |========================================== JPEG XL libjxl 0.5 Input: JPEG - Encode Speed: 7 MP/s > Higher Is Better Ubuntu 21.10 .............. 73.99 |========================================= Ubuntu 21.10 + Linux 5.15 . 79.20 |============================================ Ubuntu 21.04 .............. 76.30 |========================================== JPEG XL libjxl 0.5 Input: JPEG - Encode Speed: 8 MP/s > Higher Is Better Ubuntu 21.10 .............. 28.94 |========================================== Ubuntu 21.10 + Linux 5.15 . 29.99 |============================================ Ubuntu 21.04 .............. 28.78 |========================================== LuxCoreRender 2.5 Scene: DLSC - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 21.10 .............. 4.74 |============================================= Ubuntu 21.10 + Linux 5.15 . 4.77 |============================================= Ubuntu 21.04 .............. 4.76 |============================================= LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 21.10 .............. 3.61 |============================================ Ubuntu 21.10 + Linux 5.15 . 3.69 |============================================= Ubuntu 21.04 .............. 3.67 |============================================= LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 21.10 .............. 7.05 |============================================= Ubuntu 21.10 + Linux 5.15 . 7.09 |============================================= Ubuntu 21.04 .............. 7.03 |============================================= LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 21.10 .............. 3.94 |============================================ Ubuntu 21.10 + Linux 5.15 . 3.99 |============================================= Ubuntu 21.04 .............. 4.03 |============================================= LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 21.10 .............. 14.11 |========================================== Ubuntu 21.10 + Linux 5.15 . 14.10 |========================================== Ubuntu 21.04 .............. 14.75 |============================================ OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis FPS > Higher Is Better Ubuntu 21.10 .............. 37.51 |============================================ Ubuntu 21.10 + Linux 5.15 . 37.51 |============================================ Ubuntu 21.04 .............. 37.51 |============================================ OSPray 1.8.5 Demo: San Miguel - Renderer: Path Tracer FPS > Higher Is Better Ubuntu 21.10 .............. 3.11 |============================================= Ubuntu 21.10 + Linux 5.15 . 3.10 |============================================= Ubuntu 21.04 .............. 3.11 |============================================= OSPray 1.8.5 Demo: NASA Streamlines - Renderer: SciVis FPS > Higher Is Better Ubuntu 21.10 .............. 50.53 |=========================================== Ubuntu 21.10 + Linux 5.15 . 52.11 |============================================ Ubuntu 21.04 .............. 50.00 |========================================== OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: SciVis FPS > Higher Is Better Ubuntu 21.10 .............. 28.57 |============================================ Ubuntu 21.10 + Linux 5.15 . 28.57 |============================================ Ubuntu 21.04 .............. 28.57 |============================================ OSPray 1.8.5 Demo: NASA Streamlines - Renderer: Path Tracer FPS > Higher Is Better Ubuntu 21.10 .............. 10.53 |============================================ Ubuntu 21.10 + Linux 5.15 . 10.53 |============================================ Ubuntu 21.04 .............. 10.49 |============================================ OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: Path Tracer FPS > Higher Is Better Ubuntu 21.10 .............. 500 |============================================== Ubuntu 21.10 + Linux 5.15 . 500 |============================================== Ubuntu 21.04 .............. 500 |============================================== TTSIOD 3D Renderer 2.3b Phong Rendering With Soft-Shadow Mapping FPS > Higher Is Better Ubuntu 21.10 .............. 969.49 |========================================== Ubuntu 21.10 + Linux 5.15 . 957.39 |========================================== Ubuntu 21.04 .............. 988.23 |=========================================== AOM AV1 3.1 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 7.30 |============================================= Ubuntu 21.10 + Linux 5.15 . 7.35 |============================================= Ubuntu 21.04 .............. 7.23 |============================================ AOM AV1 3.1 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 31.28 |=========================================== Ubuntu 21.10 + Linux 5.15 . 30.96 |=========================================== Ubuntu 21.04 .............. 31.95 |============================================ AOM AV1 3.1 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 46.80 |============================================ Ubuntu 21.10 + Linux 5.15 . 46.73 |============================================ Ubuntu 21.04 .............. 47.13 |============================================ Embree 3.13 Binary: Pathtracer - Model: Crown Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 30.76 |============================================ Ubuntu 21.10 + Linux 5.15 . 30.95 |============================================ Ubuntu 21.04 .............. 31.05 |============================================ Embree 3.13 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 28.49 |============================================ Ubuntu 21.10 + Linux 5.15 . 28.28 |============================================ Ubuntu 21.04 .............. 28.55 |============================================ Embree 3.13 Binary: Pathtracer - Model: Asian Dragon Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 34.16 |============================================ Ubuntu 21.10 + Linux 5.15 . 34.38 |============================================ Ubuntu 21.04 .............. 34.08 |============================================ Embree 3.13 Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 31.46 |============================================ Ubuntu 21.10 + Linux 5.15 . 31.40 |============================================ Ubuntu 21.04 .............. 31.39 |============================================ SVT-AV1 0.8.7 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 19.71 |============================================ Ubuntu 21.10 + Linux 5.15 . 19.49 |============================================ Ubuntu 21.04 .............. 19.32 |=========================================== SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 281.48 |=========================================== Ubuntu 21.10 + Linux 5.15 . 283.51 |=========================================== Ubuntu 21.04 .............. 279.49 |========================================== SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 553.02 |=========================================== Ubuntu 21.10 + Linux 5.15 . 556.42 |=========================================== Ubuntu 21.04 .............. 545.96 |========================================== SVT-VP9 0.3 Tuning: VMAF Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 446.62 |=========================================== Ubuntu 21.10 + Linux 5.15 . 444.46 |=========================================== Ubuntu 21.04 .............. 436.86 |========================================== VP9 libvpx Encoding 1.10.0 Speed: Speed 0 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 7.46 |============================================= Ubuntu 21.10 + Linux 5.15 . 7.42 |============================================= Ubuntu 21.04 .............. 6.94 |========================================== VP9 libvpx Encoding 1.10.0 Speed: Speed 5 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 17.51 |============================================ Ubuntu 21.10 + Linux 5.15 . 16.97 |=========================================== Ubuntu 21.04 .............. 16.15 |========================================= x265 3.4 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 26.36 |========================================= Ubuntu 21.10 + Linux 5.15 . 26.58 |========================================= Ubuntu 21.04 .............. 28.56 |============================================ x265 3.4 Video Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 21.10 .............. 54.72 |============================================ Ubuntu 21.10 + Linux 5.15 . 55.20 |============================================ Ubuntu 21.04 .............. 52.30 |========================================== Intel Open Image Denoise 1.4.0 Run: RT.ldr_alb_nrm.3840x2160 Images / Sec > Higher Is Better Ubuntu 21.10 .............. 0.86 |============================================= Ubuntu 21.10 + Linux 5.15 . 0.85 |============================================ Ubuntu 21.04 .............. 0.86 |============================================= 7-Zip Compression 16.02 Compress Speed Test MIPS > Higher Is Better Ubuntu 21.10 .............. 172117 |========================================== Ubuntu 21.10 + Linux 5.15 . 175165 |=========================================== Ubuntu 21.04 .............. 171152 |========================================== Stockfish 13 Total Time Nodes Per Second > Higher Is Better Ubuntu 21.10 .............. 75631071 |========================================= Ubuntu 21.10 + Linux 5.15 . 75304369 |========================================= Ubuntu 21.04 .............. 75316326 |========================================= libavif avifenc 0.9.0 Encoder Speed: 0 Seconds < Lower Is Better Ubuntu 21.10 .............. 45.12 |=========================================== Ubuntu 21.10 + Linux 5.15 . 45.07 |=========================================== Ubuntu 21.04 .............. 46.23 |============================================ libavif avifenc 0.9.0 Encoder Speed: 2 Seconds < Lower Is Better Ubuntu 21.10 .............. 25.02 |============================================ Ubuntu 21.10 + Linux 5.15 . 24.52 |=========================================== Ubuntu 21.04 .............. 25.14 |============================================ libavif avifenc 0.9.0 Encoder Speed: 6 Seconds < Lower Is Better Ubuntu 21.10 .............. 9.722 |========================================== Ubuntu 21.10 + Linux 5.15 . 9.418 |======================================== Ubuntu 21.04 .............. 10.051 |=========================================== libavif avifenc 0.9.0 Encoder Speed: 10 Seconds < Lower Is Better Ubuntu 21.10 .............. 3.497 |========================================== Ubuntu 21.10 + Linux 5.15 . 3.197 |====================================== Ubuntu 21.04 .............. 3.677 |============================================ libavif avifenc 0.9.0 Encoder Speed: 6, Lossless Seconds < Lower Is Better Ubuntu 21.10 .............. 28.86 |============================================ Ubuntu 21.10 + Linux 5.15 . 28.36 |=========================================== Ubuntu 21.04 .............. 29.03 |============================================ libavif avifenc 0.9.0 Encoder Speed: 10, Lossless Seconds < Lower Is Better Ubuntu 21.10 .............. 5.730 |=========================================== Ubuntu 21.10 + Linux 5.15 . 5.390 |======================================== Ubuntu 21.04 .............. 5.900 |============================================ Timed Godot Game Engine Compilation 3.2.3 Time To Compile Seconds < Lower Is Better Ubuntu 21.10 .............. 56.36 |=========================================== Ubuntu 21.10 + Linux 5.15 . 56.08 |=========================================== Ubuntu 21.04 .............. 57.90 |============================================ Timed Linux Kernel Compilation 5.14 Time To Compile Seconds < Lower Is Better Ubuntu 21.10 .............. 36.73 |============================================ Ubuntu 21.10 + Linux 5.15 . 36.47 |============================================ Ubuntu 21.04 .............. 35.66 |=========================================== Timed LLVM Compilation 13.0 Build System: Ninja Seconds < Lower Is Better Ubuntu 21.10 .............. 235.75 |=========================================== Ubuntu 21.10 + Linux 5.15 . 234.95 |========================================== Ubuntu 21.04 .............. 238.52 |=========================================== Timed LLVM Compilation 13.0 Build System: Unix Makefiles Seconds < Lower Is Better Ubuntu 21.10 .............. 274.26 |========================================== Ubuntu 21.10 + Linux 5.15 . 275.49 |=========================================== Ubuntu 21.04 .............. 278.38 |=========================================== Timed Node.js Compilation 15.11 Time To Compile Seconds < Lower Is Better Ubuntu 21.10 .............. 153.71 |========================================== Ubuntu 21.10 + Linux 5.15 . 153.04 |========================================== Ubuntu 21.04 .............. 157.06 |=========================================== oneDNN 2.1.2 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU ms < Lower Is Better Ubuntu 21.10 .............. 1429.31 |========================================== Ubuntu 21.10 + Linux 5.15 . 1412.99 |========================================== Ubuntu 21.04 .............. 1411.47 |========================================= oneDNN 2.1.2 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU ms < Lower Is Better Ubuntu 21.10 .............. 777.26 |=========================================== Ubuntu 21.10 + Linux 5.15 . 766.69 |========================================== Ubuntu 21.04 .............. 763.62 |========================================== Google SynthMark 20201109 Test: VoiceMark_100 Voices > Higher Is Better Ubuntu 21.10 .............. 814.64 |======================================= Ubuntu 21.10 + Linux 5.15 . 816.31 |======================================= Ubuntu 21.04 .............. 904.31 |=========================================== Cpuminer-Opt 3.18 Algorithm: Magi kH/s > Higher Is Better Ubuntu 21.10 .............. 1221.38 |========================================== Ubuntu 21.10 + Linux 5.15 . 1223.67 |========================================== Ubuntu 21.04 .............. 1224.03 |========================================== Cpuminer-Opt 3.18 Algorithm: x25x kH/s > Higher Is Better Ubuntu 21.10 .............. 768.20 |========================================== Ubuntu 21.10 + Linux 5.15 . 773.60 |========================================== Ubuntu 21.04 .............. 782.73 |=========================================== Cpuminer-Opt 3.18 Algorithm: Deepcoin kH/s > Higher Is Better Ubuntu 21.10 .............. 23600 |============================================ Ubuntu 21.10 + Linux 5.15 . 23450 |============================================ Ubuntu 21.04 .............. 23533 |============================================ Cpuminer-Opt 3.18 Algorithm: Ringcoin kH/s > Higher Is Better Ubuntu 21.10 .............. 3390.46 |========================================== Ubuntu 21.10 + Linux 5.15 . 3378.78 |========================================== Ubuntu 21.04 .............. 3321.23 |========================================= Cpuminer-Opt 3.18 Algorithm: Blake-2 S kH/s > Higher Is Better Ubuntu 21.10 .............. 1335178 |========================================== Ubuntu 21.10 + Linux 5.15 . 1292525 |========================================= Ubuntu 21.04 .............. 1235834 |======================================= Cpuminer-Opt 3.18 Algorithm: Garlicoin kH/s > Higher Is Better Ubuntu 21.10 .............. 1977.07 |============== Ubuntu 21.10 + Linux 5.15 . 1927.23 |============== Ubuntu 21.04 .............. 5759.04 |========================================== Cpuminer-Opt 3.18 Algorithm: Skeincoin kH/s > Higher Is Better Ubuntu 21.10 .............. 208510 |=========================================== Ubuntu 21.10 + Linux 5.15 . 209400 |=========================================== Ubuntu 21.04 .............. 208083 |=========================================== Cpuminer-Opt 3.18 Algorithm: Myriad-Groestl kH/s > Higher Is Better Ubuntu 21.10 .............. 12315.00 |========================================= Ubuntu 21.10 + Linux 5.15 . 12437.00 |========================================= Ubuntu 21.04 .............. 10356.47 |================================== Cpuminer-Opt 3.18 Algorithm: LBC, LBRY Credits kH/s > Higher Is Better Ubuntu 21.10 .............. 69070 |=========================================== Ubuntu 21.10 + Linux 5.15 . 69163 |=========================================== Ubuntu 21.04 .............. 70810 |============================================ Cpuminer-Opt 3.18 Algorithm: Quad SHA-256, Pyrite kH/s > Higher Is Better Ubuntu 21.10 .............. 214267 |=========================================== Ubuntu 21.10 + Linux 5.15 . 213690 |=========================================== Ubuntu 21.04 .............. 215003 |=========================================== Cpuminer-Opt 3.18 Algorithm: Triple SHA-256, Onecoin kH/s > Higher Is Better Ubuntu 21.10 .............. 506553 |=========================================== Ubuntu 21.10 + Linux 5.15 . 508047 |=========================================== Ubuntu 21.04 .............. 506697 |=========================================== SecureMark 1.0.4 Benchmark: SecureMark-TLS marks > Higher Is Better Ubuntu 21.10 .............. 269688 |========================================== Ubuntu 21.10 + Linux 5.15 . 272310 |========================================== Ubuntu 21.04 .............. 275545 |=========================================== OpenSSL 3.0 Algorithm: SHA256 byte/s > Higher Is Better Ubuntu 21.10 .............. 36164270263 |====================================== Ubuntu 21.10 + Linux 5.15 . 36289852270 |====================================== Ubuntu 21.04 .............. 36014171167 |====================================== OpenSSL 3.0 Algorithm: RSA4096 sign/s > Higher Is Better Ubuntu 21.10 .............. 6520.2 |=========================================== Ubuntu 21.10 + Linux 5.15 . 6529.1 |=========================================== Ubuntu 21.04 .............. 6530.3 |=========================================== OpenSSL 3.0 Algorithm: RSA4096 verify/s > Higher Is Better Ubuntu 21.10 .............. 425838.4 |========================================= Ubuntu 21.10 + Linux 5.15 . 426052.9 |========================================= Ubuntu 21.04 .............. 425938.6 |========================================= GROMACS 2021.2 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better Ubuntu 21.10 .............. 3.259 |=========================================== Ubuntu 21.10 + Linux 5.15 . 3.297 |============================================ Ubuntu 21.04 .............. 3.282 |============================================ TensorFlow Lite 2020-08-23 Model: SqueezeNet Microseconds < Lower Is Better Ubuntu 21.10 .............. 82510.8 |========================================== Ubuntu 21.10 + Linux 5.15 . 81889.1 |========================================== Ubuntu 21.04 .............. 81775.2 |========================================== TensorFlow Lite 2020-08-23 Model: Inception V4 Microseconds < Lower Is Better Ubuntu 21.10 .............. 1224573 |========================================== Ubuntu 21.10 + Linux 5.15 . 1217903 |========================================== Ubuntu 21.04 .............. 1213533 |========================================== TensorFlow Lite 2020-08-23 Model: NASNet Mobile Microseconds < Lower Is Better Ubuntu 21.10 .............. 89415.1 |========================================== Ubuntu 21.10 + Linux 5.15 . 86693.4 |========================================= Ubuntu 21.04 .............. 85579.2 |======================================== TensorFlow Lite 2020-08-23 Model: Mobilenet Float Microseconds < Lower Is Better Ubuntu 21.10 .............. 55376.0 |========================================== Ubuntu 21.10 + Linux 5.15 . 54956.1 |========================================== Ubuntu 21.04 .............. 54254.0 |========================================= TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Microseconds < Lower Is Better Ubuntu 21.10 .............. 59851.7 |========================================== Ubuntu 21.10 + Linux 5.15 . 58918.0 |========================================= Ubuntu 21.04 .............. 58811.9 |========================================= TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Microseconds < Lower Is Better Ubuntu 21.10 .............. 1080320 |========================================== Ubuntu 21.10 + Linux 5.15 . 1076140 |========================================== Ubuntu 21.04 .............. 1072563 |========================================== MariaDB 10.6.4 Clients: 512 Queries Per Second > Higher Is Better Ubuntu 21.10 .............. 703 |============================================== Ubuntu 21.10 + Linux 5.15 . 647 |========================================== Ubuntu 21.04 .............. 660 |=========================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only TPS > Higher Is Better Ubuntu 21.10 .............. 739400 |========================================== Ubuntu 21.10 + Linux 5.15 . 748263 |=========================================== Ubuntu 21.04 .............. 731944 |========================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 21.10 .............. 0.338 |============================================ Ubuntu 21.10 + Linux 5.15 . 0.334 |=========================================== Ubuntu 21.04 .............. 0.341 |============================================ PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only TPS > Higher Is Better Ubuntu 21.10 .............. 740296 |========================================= Ubuntu 21.10 + Linux 5.15 . 782876 |=========================================== Ubuntu 21.04 .............. 734694 |======================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 21.10 .............. 0.675 |============================================ Ubuntu 21.10 + Linux 5.15 . 0.639 |========================================= Ubuntu 21.04 .............. 0.681 |============================================ PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write TPS > Higher Is Better Ubuntu 21.10 .............. 53398 |============================================ Ubuntu 21.10 + Linux 5.15 . 42046 |=================================== Ubuntu 21.04 .............. 51773 |=========================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 21.10 .............. 4.683 |=================================== Ubuntu 21.10 + Linux 5.15 . 5.949 |============================================ Ubuntu 21.04 .............. 4.831 |==================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Write TPS > Higher Is Better Ubuntu 21.10 .............. 46430 |============================================ Ubuntu 21.10 + Linux 5.15 . 38594 |===================================== Ubuntu 21.04 .............. 45186 |=========================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 21.10 .............. 10.77 |===================================== Ubuntu 21.10 + Linux 5.15 . 12.96 |============================================ Ubuntu 21.04 .............. 11.07 |====================================== PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Only TPS > Higher Is Better Ubuntu 21.10 .............. 611633 |========================================== Ubuntu 21.10 + Linux 5.15 . 620425 |=========================================== Ubuntu 21.04 .............. 612473 |========================================== PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 21.10 .............. 0.409 |============================================ Ubuntu 21.10 + Linux 5.15 . 0.403 |=========================================== Ubuntu 21.04 .............. 0.408 |============================================ PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 500 - Mode: Read Only TPS > Higher Is Better Ubuntu 21.10 .............. 639361 |=========================================== Ubuntu 21.10 + Linux 5.15 . 624794 |========================================== Ubuntu 21.04 .............. 639294 |=========================================== PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 21.10 .............. 0.782 |=========================================== Ubuntu 21.10 + Linux 5.15 . 0.800 |============================================ Ubuntu 21.04 .............. 0.782 |=========================================== PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Write TPS > Higher Is Better Ubuntu 21.10 .............. 40117 |========================================== Ubuntu 21.10 + Linux 5.15 . 26474 |=========================== Ubuntu 21.04 .............. 42401 |============================================ PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 21.10 .............. 6.349 |============================== Ubuntu 21.10 + Linux 5.15 . 9.444 |============================================ Ubuntu 21.04 .............. 5.961 |============================ PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 500 - Mode: Read Write TPS > Higher Is Better Ubuntu 21.10 .............. 31750 |============================================ Ubuntu 21.10 + Linux 5.15 . 20688 |============================= Ubuntu 21.04 .............. 22566 |=============================== PostgreSQL pgbench 14.0 Scaling Factor: 1000 - Clients: 500 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 21.10 .............. 15.89 |============================= Ubuntu 21.10 + Linux 5.15 . 24.17 |============================================ Ubuntu 21.04 .............. 22.85 |========================================== ASTC Encoder 3.2 Preset: Thorough Seconds < Lower Is Better Ubuntu 21.10 .............. 6.5677 |========================================== Ubuntu 21.10 + Linux 5.15 . 6.5450 |========================================== Ubuntu 21.04 .............. 6.7181 |=========================================== ASTC Encoder 3.2 Preset: Exhaustive Seconds < Lower Is Better Ubuntu 21.10 .............. 24.06 |============================================ Ubuntu 21.10 + Linux 5.15 . 24.05 |============================================ Ubuntu 21.04 .............. 24.08 |============================================ Redis 6.0.9 Test: GET Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 2684890.00 |======================================= Ubuntu 21.10 + Linux 5.15 . 2472940.80 |==================================== Ubuntu 21.04 .............. 2633469.20 |====================================== Redis 6.0.9 Test: SET Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 2148023.02 |====================================== Ubuntu 21.10 + Linux 5.15 . 2195897.79 |======================================= Ubuntu 21.04 .............. 2070185.38 |===================================== Stress-NG 0.13.02 Test: MMAP Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 550.07 |=========================================== Ubuntu 21.10 + Linux 5.15 . 481.35 |====================================== Ubuntu 21.04 .............. 505.62 |======================================== Stress-NG 0.13.02 Test: NUMA Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 573.20 |============================== Ubuntu 21.10 + Linux 5.15 . 584.46 |============================== Ubuntu 21.04 .............. 825.77 |=========================================== Stress-NG 0.13.02 Test: MEMFD Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 1046.21 |======================================= Ubuntu 21.10 + Linux 5.15 . 1130.04 |========================================== Ubuntu 21.04 .............. 1054.74 |======================================= Stress-NG 0.13.02 Test: Atomic Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 196373.37 |======================================= Ubuntu 21.10 + Linux 5.15 . 197807.92 |======================================== Ubuntu 21.04 .............. 199708.11 |======================================== Stress-NG 0.13.02 Test: Crypto Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 6537.91 |========================================= Ubuntu 21.10 + Linux 5.15 . 6539.84 |========================================= Ubuntu 21.04 .............. 6652.82 |========================================== Stress-NG 0.13.02 Test: Malloc Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 619879641.77 |=================================== Ubuntu 21.10 + Linux 5.15 . 622292053.40 |=================================== Ubuntu 21.04 .............. 663350388.20 |===================================== Stress-NG 0.13.02 Test: RdRand Stress-NG 0.13.02 Test: Forking Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 69854.87 |======================================= Ubuntu 21.10 + Linux 5.15 . 73798.88 |========================================= Ubuntu 21.04 .............. 59944.75 |================================= Stress-NG 0.13.02 Test: IO_uring Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 116668.49 |========= Ubuntu 21.10 + Linux 5.15 . 493315.90 |======================================== Ubuntu 21.04 .............. 257058.34 |===================== Stress-NG 0.13.02 Test: SENDFILE Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 532284.32 |======================================= Ubuntu 21.10 + Linux 5.15 . 521315.06 |====================================== Ubuntu 21.04 .............. 549103.71 |======================================== Stress-NG 0.13.02 Test: CPU Cache Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 105.97 |========================================= Ubuntu 21.10 + Linux 5.15 . 105.96 |========================================= Ubuntu 21.04 .............. 109.97 |=========================================== Stress-NG 0.13.02 Test: CPU Stress Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 69408.59 |========================================= Ubuntu 21.10 + Linux 5.15 . 69941.34 |========================================= Ubuntu 21.04 .............. 66584.16 |======================================= Stress-NG 0.13.02 Test: Semaphores Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 3625859.10 |======================================= Ubuntu 21.10 + Linux 5.15 . 3635712.18 |======================================= Ubuntu 21.04 .............. 3642449.46 |======================================= Stress-NG 0.13.02 Test: Matrix Math Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 102691.89 |======================================= Ubuntu 21.10 + Linux 5.15 . 105285.85 |======================================== Ubuntu 21.04 .............. 103521.20 |======================================= Stress-NG 0.13.02 Test: Vector Math Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 142582.12 |======================================== Ubuntu 21.10 + Linux 5.15 . 142690.55 |======================================== Ubuntu 21.04 .............. 127352.28 |==================================== Stress-NG 0.13.02 Test: Memory Copying Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 8094.80 |========================================= Ubuntu 21.10 + Linux 5.15 . 8141.98 |========================================= Ubuntu 21.04 .............. 8289.32 |========================================== Stress-NG 0.13.02 Test: Socket Activity Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 14982.11 |================================ Ubuntu 21.10 + Linux 5.15 . 19318.77 |========================================= Ubuntu 21.04 .............. 14625.69 |=============================== Stress-NG 0.13.02 Test: Context Switching Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 11961807.37 |================================= Ubuntu 21.10 + Linux 5.15 . 13907201.31 |====================================== Ubuntu 21.04 .............. 13696558.18 |===================================== Stress-NG 0.13.02 Test: Glibc C String Functions Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 3684070.29 |======================================= Ubuntu 21.10 + Linux 5.15 . 3705740.26 |======================================= Ubuntu 21.04 .............. 3580441.82 |====================================== Stress-NG 0.13.02 Test: Glibc Qsort Data Sorting Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 348.09 |=========================================== Ubuntu 21.10 + Linux 5.15 . 347.75 |=========================================== Ubuntu 21.04 .............. 322.58 |======================================== Stress-NG 0.13.02 Test: System V Message Passing Bogo Ops/s > Higher Is Better Ubuntu 21.10 .............. 6620370.07 |========================== Ubuntu 21.10 + Linux 5.15 . 9796819.42 |======================================= Ubuntu 21.04 .............. 5570866.82 |====================== Mobile Neural Network 1.2 Model: mobilenetV3 ms < Lower Is Better Ubuntu 21.10 .............. 2.375 |======================================== Ubuntu 21.10 + Linux 5.15 . 2.370 |======================================== Ubuntu 21.04 .............. 2.617 |============================================ Mobile Neural Network 1.2 Model: squeezenetv1.1 ms < Lower Is Better Ubuntu 21.10 .............. 4.726 |============================================ Ubuntu 21.10 + Linux 5.15 . 4.441 |========================================= Ubuntu 21.04 .............. 4.771 |============================================ Mobile Neural Network 1.2 Model: resnet-v2-50 ms < Lower Is Better Ubuntu 21.10 .............. 20.71 |======================================== Ubuntu 21.10 + Linux 5.15 . 21.02 |======================================== Ubuntu 21.04 .............. 23.02 |============================================ Mobile Neural Network 1.2 Model: SqueezeNetV1.0 ms < Lower Is Better Ubuntu 21.10 .............. 6.249 |========================================== Ubuntu 21.10 + Linux 5.15 . 5.962 |======================================== Ubuntu 21.04 .............. 6.529 |============================================ Mobile Neural Network 1.2 Model: MobileNetV2_224 ms < Lower Is Better Ubuntu 21.10 .............. 3.837 |========================================== Ubuntu 21.10 + Linux 5.15 . 3.604 |======================================= Ubuntu 21.04 .............. 4.018 |============================================ Mobile Neural Network 1.2 Model: mobilenet-v1-1.0 ms < Lower Is Better Ubuntu 21.10 .............. 2.718 |========================================== Ubuntu 21.10 + Linux 5.15 . 2.694 |========================================== Ubuntu 21.04 .............. 2.854 |============================================ Mobile Neural Network 1.2 Model: inception-v3 ms < Lower Is Better Ubuntu 21.10 .............. 26.61 |======================================== Ubuntu 21.10 + Linux 5.15 . 26.38 |======================================== Ubuntu 21.04 .............. 29.09 |============================================ NCNN 20210720 Target: CPU - Model: mobilenet ms < Lower Is Better Ubuntu 21.10 .............. 13.59 |============================================ Ubuntu 21.10 + Linux 5.15 . 12.84 |========================================== Ubuntu 21.04 .............. 13.12 |========================================== NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Ubuntu 21.10 .............. 5.73 |============================================= Ubuntu 21.10 + Linux 5.15 . 5.61 |============================================ Ubuntu 21.04 .............. 5.72 |============================================= NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Ubuntu 21.10 .............. 5.66 |============================================= Ubuntu 21.10 + Linux 5.15 . 5.31 |========================================== Ubuntu 21.04 .............. 5.45 |=========================================== NCNN 20210720 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better Ubuntu 21.10 .............. 6.21 |============================================= Ubuntu 21.10 + Linux 5.15 . 6.13 |============================================ Ubuntu 21.04 .............. 6.23 |============================================= NCNN 20210720 Target: CPU - Model: mnasnet ms < Lower Is Better Ubuntu 21.10 .............. 5.13 |============================================ Ubuntu 21.10 + Linux 5.15 . 5.01 |=========================================== Ubuntu 21.04 .............. 5.19 |============================================= NCNN 20210720 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better Ubuntu 21.10 .............. 7.07 |============================================= Ubuntu 21.10 + Linux 5.15 . 6.81 |=========================================== Ubuntu 21.04 .............. 7.02 |============================================= NCNN 20210720 Target: CPU - Model: blazeface ms < Lower Is Better Ubuntu 21.10 .............. 2.97 |============================================= Ubuntu 21.10 + Linux 5.15 . 2.74 |========================================== Ubuntu 21.04 .............. 2.80 |========================================== NCNN 20210720 Target: CPU - Model: googlenet ms < Lower Is Better Ubuntu 21.10 .............. 13.03 |============================================ Ubuntu 21.10 + Linux 5.15 . 12.48 |========================================== Ubuntu 21.04 .............. 12.62 |=========================================== NCNN 20210720 Target: CPU - Model: vgg16 ms < Lower Is Better Ubuntu 21.10 .............. 25.51 |=========================================== Ubuntu 21.10 + Linux 5.15 . 24.70 |========================================= Ubuntu 21.04 .............. 26.24 |============================================ NCNN 20210720 Target: CPU - Model: resnet18 ms < Lower Is Better Ubuntu 21.10 .............. 9.26 |============================================= Ubuntu 21.10 + Linux 5.15 . 8.74 |========================================== Ubuntu 21.04 .............. 8.91 |=========================================== NCNN 20210720 Target: CPU - Model: alexnet ms < Lower Is Better Ubuntu 21.10 .............. 5.56 |============================================= Ubuntu 21.10 + Linux 5.15 . 4.98 |======================================== Ubuntu 21.04 .............. 4.99 |======================================== NCNN 20210720 Target: CPU - Model: resnet50 ms < Lower Is Better Ubuntu 21.10 .............. 16.43 |============================================ Ubuntu 21.10 + Linux 5.15 . 15.45 |========================================= Ubuntu 21.04 .............. 16.07 |=========================================== NCNN 20210720 Target: CPU - Model: yolov4-tiny ms < Lower Is Better Ubuntu 21.10 .............. 21.12 |============================================ Ubuntu 21.10 + Linux 5.15 . 20.15 |========================================== Ubuntu 21.04 .............. 20.78 |=========================================== NCNN 20210720 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better Ubuntu 21.10 .............. 16.17 |============================================ Ubuntu 21.10 + Linux 5.15 . 15.69 |========================================== Ubuntu 21.04 .............. 16.33 |============================================ NCNN 20210720 Target: CPU - Model: regnety_400m ms < Lower Is Better Ubuntu 21.10 .............. 14.94 |=========================================== Ubuntu 21.10 + Linux 5.15 . 14.50 |========================================= Ubuntu 21.04 .............. 15.43 |============================================ TNN 0.3 Target: CPU - Model: DenseNet ms < Lower Is Better Ubuntu 21.10 .............. 2850.24 |========================================== Ubuntu 21.10 + Linux 5.15 . 2837.53 |========================================== Ubuntu 21.04 .............. 2755.17 |========================================= TNN 0.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better Ubuntu 21.10 .............. 282.13 |=========================================== Ubuntu 21.10 + Linux 5.15 . 280.34 |=========================================== Ubuntu 21.04 .............. 263.93 |======================================== TNN 0.3 Target: CPU - Model: SqueezeNet v2 ms < Lower Is Better Ubuntu 21.10 .............. 62.61 |============================================ Ubuntu 21.10 + Linux 5.15 . 61.88 |=========================================== Ubuntu 21.04 .............. 60.13 |========================================== TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better Ubuntu 21.10 .............. 251.85 |=========================================== Ubuntu 21.10 + Linux 5.15 . 251.44 |=========================================== Ubuntu 21.04 .............. 250.98 |=========================================== PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: CPU FPS > Higher Is Better Ubuntu 21.10 .............. 27.13 |========================================= Ubuntu 21.10 + Linux 5.15 . 28.99 |============================================ Ubuntu 21.04 .............. 26.53 |======================================== PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: CPU FPS > Higher Is Better Ubuntu 21.10 .............. 22.20 |========================================= Ubuntu 21.10 + Linux 5.15 . 23.92 |============================================ Ubuntu 21.04 .............. 22.47 |========================================= PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU FPS > Higher Is Better Ubuntu 21.10 .............. 10.10 |=========================================== Ubuntu 21.10 + Linux 5.15 . 10.29 |============================================ Ubuntu 21.04 .............. 10.21 |============================================ PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: CPU Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU Examples Per Second > Higher Is Better Sysbench 1.0.20 Test: RAM / Memory MiB/sec > Higher Is Better Ubuntu 21.10 .............. 10278.23 |========================================= Ubuntu 21.10 + Linux 5.15 . 10249.84 |========================================= Ubuntu 21.04 .............. 10283.19 |========================================= Sysbench 1.0.20 Test: CPU Events Per Second > Higher Is Better Ubuntu 21.10 .............. 114579.76 |======================================== Ubuntu 21.10 + Linux 5.15 . 114562.03 |======================================== Ubuntu 21.04 .............. 114490.11 |======================================== Apache Cassandra 4.0 Test: Writes Op/s > Higher Is Better Ubuntu 21.10 .............. 230318 |=========================================== Ubuntu 21.10 + Linux 5.15 . 231554 |=========================================== Ubuntu 21.04 .............. 229507 |=========================================== Facebook RocksDB 6.22.1 Test: Random Fill Op/s > Higher Is Better Ubuntu 21.10 .............. 777421 |=========================================== Ubuntu 21.10 + Linux 5.15 . 772468 |=========================================== Ubuntu 21.04 .............. 767994 |========================================== Facebook RocksDB 6.22.1 Test: Update Random Op/s > Higher Is Better Ubuntu 21.10 .............. 727767 |========================================== Ubuntu 21.10 + Linux 5.15 . 741343 |=========================================== Ubuntu 21.04 .............. 738240 |=========================================== Facebook RocksDB 6.22.1 Test: Read Random Write Random Op/s > Higher Is Better Ubuntu 21.10 .............. 2687791 |========================================= Ubuntu 21.10 + Linux 5.15 . 2748440 |========================================== Ubuntu 21.04 .............. 2748890 |========================================== Blender 2.92 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 21.10 .............. 59.79 |============================================ Ubuntu 21.10 + Linux 5.15 . 59.91 |============================================ Ubuntu 21.04 .............. 59.73 |============================================ Blender 2.92 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 21.10 .............. 229.14 |=========================================== Ubuntu 21.10 + Linux 5.15 . 227.94 |=========================================== Ubuntu 21.04 .............. 227.98 |=========================================== ONNX Runtime 1.8.2 Model: yolov4 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 .............. 428 |============================================= Ubuntu 21.10 + Linux 5.15 . 436 |============================================== Ubuntu 21.04 .............. 440 |============================================== ONNX Runtime 1.8.2 Model: bertsquad-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 .............. 648 |====================================== Ubuntu 21.10 + Linux 5.15 . 751 |============================================ Ubuntu 21.04 .............. 794 |============================================== ONNX Runtime 1.8.2 Model: fcn-resnet101-11 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 .............. 167 |============================================= Ubuntu 21.10 + Linux 5.15 . 171 |============================================== Ubuntu 21.04 .............. 171 |============================================== ONNX Runtime 1.8.2 Model: shufflenet-v2-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 .............. 17156 |========================================== Ubuntu 21.10 + Linux 5.15 . 17704 |=========================================== Ubuntu 21.04 .............. 17923 |============================================ ONNX Runtime 1.8.2 Model: super-resolution-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 .............. 5056 |==================================== Ubuntu 21.10 + Linux 5.15 . 5914 |========================================== Ubuntu 21.04 .............. 6366 |============================================= nginx 1.21.1 Concurrent Requests: 1 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 52710.03 |======================================= Ubuntu 21.10 + Linux 5.15 . 52530.11 |======================================= Ubuntu 21.04 .............. 55249.40 |========================================= nginx 1.21.1 Concurrent Requests: 20 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 192582.12 |=================================== Ubuntu 21.10 + Linux 5.15 . 220753.31 |======================================== Ubuntu 21.04 .............. 194938.96 |=================================== nginx 1.21.1 Concurrent Requests: 100 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 178550.68 |=================================== Ubuntu 21.10 + Linux 5.15 . 202016.07 |======================================== Ubuntu 21.04 .............. 181517.37 |==================================== nginx 1.21.1 Concurrent Requests: 200 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 180031.89 |==================================== Ubuntu 21.10 + Linux 5.15 . 202847.39 |======================================== Ubuntu 21.04 .............. 182227.85 |==================================== nginx 1.21.1 Concurrent Requests: 500 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 180523.87 |==================================== Ubuntu 21.10 + Linux 5.15 . 203360.66 |======================================== Ubuntu 21.04 .............. 180505.99 |==================================== nginx 1.21.1 Concurrent Requests: 1000 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 178900.55 |==================================== Ubuntu 21.10 + Linux 5.15 . 200086.32 |======================================== Ubuntu 21.04 .............. 178392.68 |==================================== Natron 2.4 Input: Spaceship FPS > Higher Is Better Ubuntu 21.10 .............. 5.1 |============================================== Ubuntu 21.10 + Linux 5.15 . 5.1 |============================================== Ubuntu 21.04 .............. 5.1 |============================================== Apache HTTP Server 2.4.48 Concurrent Requests: 1 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 6319.90 |========================================= Ubuntu 21.10 + Linux 5.15 . 6116.77 |======================================== Ubuntu 21.04 .............. 6466.37 |========================================== Apache HTTP Server 2.4.48 Concurrent Requests: 20 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 67345.50 |==================================== Ubuntu 21.10 + Linux 5.15 . 76761.54 |========================================= Ubuntu 21.04 .............. 69310.02 |===================================== Apache HTTP Server 2.4.48 Concurrent Requests: 100 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 110031.15 |===================================== Ubuntu 21.10 + Linux 5.15 . 120148.11 |======================================== Ubuntu 21.04 .............. 112629.84 |===================================== Apache HTTP Server 2.4.48 Concurrent Requests: 200 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 133795.46 |====================================== Ubuntu 21.10 + Linux 5.15 . 141087.74 |======================================== Ubuntu 21.04 .............. 134421.21 |====================================== Apache HTTP Server 2.4.48 Concurrent Requests: 500 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 128306.91 |====================================== Ubuntu 21.10 + Linux 5.15 . 134586.75 |======================================== Ubuntu 21.04 .............. 127031.04 |====================================== Apache HTTP Server 2.4.48 Concurrent Requests: 1000 Requests Per Second > Higher Is Better Ubuntu 21.10 .............. 128080.82 |====================================== Ubuntu 21.10 + Linux 5.15 . 135459.43 |======================================== Ubuntu 21.04 .............. 124932.64 |===================================== Appleseed 2.0 Beta Scene: Emily Seconds < Lower Is Better Ubuntu 21.10 .............. 162.67 |=========================================== Ubuntu 21.10 + Linux 5.15 . 163.07 |=========================================== Ubuntu 21.04 .............. 162.55 |=========================================== Appleseed 2.0 Beta Scene: Material Tester Seconds < Lower Is Better Ubuntu 21.10 .............. 147.90 |=========================================== Ubuntu 21.10 + Linux 5.15 . 147.98 |=========================================== Ubuntu 21.04 .............. 146.60 |=========================================== BRL-CAD 7.32.2 VGR Performance Metric VGR Performance Metric > Higher Is Better Ubuntu 21.10 .............. 349508 |=========================================== Ubuntu 21.10 + Linux 5.15 . 349004 |=========================================== Ubuntu 21.04 .............. 350303 |=========================================== Chaos Group V-RAY 5 Mode: CPU vsamples > Higher Is Better Ubuntu 21.10 .............. 27825 |=========================================== Ubuntu 21.10 + Linux 5.15 . 28305 |============================================ Ubuntu 21.04 .............. 27781 |===========================================