Ice Lake Ubuntu 20.04.2 / 20.10 / 21.04 Linux Benchmarks 
2 x Intel Xeon Platinum 8380 testing with a Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS) and ASPEED on Fedora 34 via the Phoronix Test Suite.


Ubuntu 21.04: 

	Processor: 2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads), Motherboard: Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS), Chipset: Intel Device 0998, Memory: 504GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFP

	OS: Ubuntu 21.04, Kernel: 5.11.0-17-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080

Ubuntu 20.04.2 LTS: 

	Processor: 2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads), Motherboard: Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS), Chipset: Intel Device 0998, Memory: 504GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFP

	OS: Ubuntu 20.04, Kernel: 5.8.0-53-generic (x86_64), Desktop: GNOME Shell 3.36.7, Display Server: X Server 1.20.9, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Clear Linux 34630: 

	Processor: 2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads), Motherboard: Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS), Chipset: Intel Device 0998, Memory: 504GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFP

	OS: Clear Linux OS 34630, Kernel: 5.10.19-1032.native (x86_64), Desktop: GNOME Shell 40.0, Display Server: X Server, Compiler: GCC 11.1.1 20210517 releases/gcc-11.1.0-132-g7d91dd2efb + Clang 11.1.0 + LLVM 11.1.0, File-System: ext4, Screen Resolution: 1920x1080

Fedora Server 34: 

	Processor: 2 x Intel Xeon Platinum 8380 @ 3.40GHz (80 Cores / 160 Threads), Motherboard: Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS), Chipset: Intel Device 0998, Memory: 504GB, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFP

	OS: Fedora 34, Kernel: 5.11.20-300.fc34.x86_64 (x86_64), Compiler: GCC 11.1.1 20210428, File-System: xfs, Screen Resolution: 1920x1080


BlogBench 1.1
Test: Read
Final Score > Higher Is Better
Ubuntu 21.04 ....... 2253810 |=================================================
Ubuntu 20.04.2 LTS . 2224145 |================================================
Clear Linux 34630 .. 1908438 |=========================================
Fedora Server 34 ... 1979099 |===========================================


BlogBench 1.1
Test: Write
Final Score > Higher Is Better
Ubuntu 21.04 ....... 60768 |=================================================
Ubuntu 20.04.2 LTS . 63062 |===================================================
Clear Linux 34630 .. 56009 |=============================================
Fedora Server 34 ... 52018 |==========================================


High Performance Conjugate Gradient 3.1

GFLOP/s > Higher Is Better
Ubuntu 21.04 ....... 39.82 |==================================================
Ubuntu 20.04.2 LTS . 39.97 |==================================================
Clear Linux 34630 .. 39.48 |==================================================
Fedora Server 34 ... 40.39 |===================================================


NAS Parallel Benchmarks 3.4
Test / Class: EP.C
Total Mop/s > Higher Is Better
Ubuntu 21.04 ....... 6259.88 |=================================================
Ubuntu 20.04.2 LTS . 6011.42 |===============================================
Clear Linux 34630 .. 5425.40 |==========================================
Fedora Server 34 ... 2213.51 |=================


NAS Parallel Benchmarks 3.4
Test / Class: LU.C
Total Mop/s > Higher Is Better
Ubuntu 21.04 ....... 187807.08 |=============================================
Ubuntu 20.04.2 LTS . 189606.14 |==============================================
Clear Linux 34630 .. 194386.02 |===============================================
Fedora Server 34 ... 44055.39  |===========


Rodinia 3.1
Test: OpenMP LavaMD
Seconds < Lower Is Better
Ubuntu 21.04 ....... 40.41 |==================================================
Ubuntu 20.04.2 LTS . 39.52 |=================================================
Clear Linux 34630 .. 38.69 |================================================
Fedora Server 34 ... 41.48 |===================================================


Rodinia 3.1
Test: OpenMP HotSpot3D
Seconds < Lower Is Better
Ubuntu 21.04 ....... 105.65 |==================================================
Ubuntu 20.04.2 LTS . 104.32 |=================================================
Clear Linux 34630 .. 104.28 |=================================================
Fedora Server 34 ... 104.77 |==================================================


Rodinia 3.1
Test: OpenMP Leukocyte
Seconds < Lower Is Better
Ubuntu 21.04 ....... 62.04 |===================================================
Ubuntu 20.04.2 LTS . 60.93 |==================================================
Clear Linux 34630 .. 40.82 |=================================
Fedora Server 34 ... 62.21 |===================================================


NAMD 2.14
ATPase Simulation - 327,506 Atoms
days/ns < Lower Is Better
Ubuntu 21.04 ....... 0.27128 |=================================================
Ubuntu 20.04.2 LTS . 0.27083 |=================================================
Clear Linux 34630 .. 0.27141 |=================================================
Fedora Server 34 ... 0.27274 |=================================================


Timed MrBayes Analysis 3.2.7
Primate Phylogeny Analysis
Seconds < Lower Is Better
Ubuntu 21.04 ....... 170.02 |================================================
Ubuntu 20.04.2 LTS . 178.77 |==================================================
Clear Linux 34630 .. 175.48 |=================================================
Fedora Server 34 ... 167.32 |===============================================


NWChem 7.0.2
Input: C240 Buckyball
Seconds < Lower Is Better
Ubuntu 21.04 ....... 1875.8 |==========================================
Ubuntu 20.04.2 LTS . 1825.0 |=========================================
Clear Linux 34630 .. 2209.4 |==================================================


Xcompact3d Incompact3d 2021-03-11
Input: X3D-benchmarking input.i3d
Seconds < Lower Is Better
Ubuntu 21.04 ....... 291.99 |=============================================
Ubuntu 20.04.2 LTS . 319.49 |=================================================
Clear Linux 34630 .. 289.55 |=============================================
Fedora Server 34 ... 323.88 |==================================================


Xcompact3d Incompact3d 2021-03-11
Input: input.i3d 193 Cells Per Direction
Seconds < Lower Is Better
Ubuntu 21.04 ....... 11.33 |==============================================
Ubuntu 20.04.2 LTS . 11.71 |===============================================
Clear Linux 34630 .. 11.16 |=============================================
Fedora Server 34 ... 12.58 |===================================================


RELION 3.1.1
Test: Basic - Device: CPU
Seconds < Lower Is Better
Ubuntu 21.04 ....... 348.84 |================================================
Ubuntu 20.04.2 LTS . 348.60 |================================================
Clear Linux 34630 .. 358.32 |=================================================
Fedora Server 34 ... 362.13 |==================================================


LAMMPS Molecular Dynamics Simulator 29Oct2020
Model: 20k Atoms
ns/day > Higher Is Better
Ubuntu 21.04 ....... 35.73 |==================================================
Ubuntu 20.04.2 LTS . 36.30 |===================================================
Clear Linux 34630 .. 35.63 |==================================================
Fedora Server 34 ... 35.59 |==================================================


LAMMPS Molecular Dynamics Simulator 29Oct2020
Model: Rhodopsin Protein
ns/day > Higher Is Better
Ubuntu 21.04 ....... 23.87 |=======================================
Ubuntu 20.04.2 LTS . 22.08 |====================================
Clear Linux 34630 .. 31.15 |===================================================
Fedora Server 34 ... 27.21 |=============================================


libgav1 0.16.3
Video Input: Summer Nature 4K
FPS > Higher Is Better
Ubuntu 21.04 ....... 19.39 |==================
Ubuntu 20.04.2 LTS . 19.31 |==================
Clear Linux 34630 .. 54.59 |===================================================
Fedora Server 34 ... 19.00 |==================


Chia Blockchain VDF 1.0.1
Test: Square Plain C++
IPS > Higher Is Better
Ubuntu 21.04 ....... 138967 |================================================
Ubuntu 20.04.2 LTS . 139400 |=================================================
Clear Linux 34630 .. 143567 |==================================================
Fedora Server 34 ... 131833 |==============================================


Chia Blockchain VDF 1.0.1
Test: Square Assembly Optimized
IPS > Higher Is Better
Ubuntu 21.04 ....... 147240 |=================================================
Ubuntu 20.04.2 LTS . 143600 |===============================================
Clear Linux 34630 .. 151167 |==================================================
Fedora Server 34 ... 148033 |=================================================


Java Gradle Build
Gradle Build: Reactor
Seconds < Lower Is Better
Ubuntu 21.04 ....... 366.36 |================================================
Ubuntu 20.04.2 LTS . 382.99 |==================================================
Clear Linux 34630 .. 301.41 |=======================================
Fedora Server 34 ... 354.03 |==============================================


DaCapo Benchmark 9.12-MR1
Java Test: H2
msec < Lower Is Better
Ubuntu 21.04 ....... 10740 |=================================================
Ubuntu 20.04.2 LTS . 11235 |===================================================
Clear Linux 34630 .. 4132  |===================
Fedora Server 34 ... 10878 |=================================================


DaCapo Benchmark 9.12-MR1
Java Test: Jython
msec < Lower Is Better
Ubuntu 21.04 ....... 5320 |==================================================
Ubuntu 20.04.2 LTS . 5518 |====================================================
Clear Linux 34630 .. 3590 |==================================
Fedora Server 34 ... 5088 |================================================


DaCapo Benchmark 9.12-MR1
Java Test: Tradebeans
msec < Lower Is Better
Ubuntu 21.04 ....... 16729 |===============================================
Ubuntu 20.04.2 LTS . 18060 |===================================================
Clear Linux 34630 .. 4282  |============
Fedora Server 34 ... 16983 |================================================


Zstd Compression 1.4.9
Compression Level: 19 - Compression Speed
MB/s > Higher Is Better
Ubuntu 21.04 ....... 82.3 |===============================================
Ubuntu 20.04.2 LTS . 84.0 |================================================
Clear Linux 34630 .. 90.1 |====================================================
Fedora Server 34 ... 82.5 |================================================


Zstd Compression 1.4.9
Compression Level: 19 - Decompression Speed
MB/s > Higher Is Better
Ubuntu 21.04 ....... 2727.6 |=================================================
Ubuntu 20.04.2 LTS . 2740.7 |=================================================
Clear Linux 34630 .. 2253.6 |=========================================
Fedora Server 34 ... 2781.7 |==================================================


Zstd Compression 1.4.9
Compression Level: 19, Long Mode - Compression Speed
MB/s > Higher Is Better
Ubuntu 21.04 ....... 47.2 |==================================================
Ubuntu 20.04.2 LTS . 43.6 |==============================================
Clear Linux 34630 .. 49.2 |====================================================
Fedora Server 34 ... 45.7 |================================================


Zstd Compression 1.4.9
Compression Level: 19, Long Mode - Decompression Speed
MB/s > Higher Is Better
Ubuntu 21.04 ....... 2719.4 |=================================================
Ubuntu 20.04.2 LTS . 2782.7 |==================================================
Clear Linux 34630 .. 2447.0 |============================================
Fedora Server 34 ... 2793.4 |==================================================


OSPray 1.8.5
Demo: San Miguel - Renderer: SciVis
FPS > Higher Is Better
Ubuntu 21.04 ....... 90.91  |=============================================
Ubuntu 20.04.2 LTS . 90.91  |=============================================
Clear Linux 34630 .. 100.00 |==================================================
Fedora Server 34 ... 90.91  |=============================================


OSPray 1.8.5
Demo: XFrog Forest - Renderer: SciVis
FPS > Higher Is Better
Ubuntu 21.04 ....... 18.87 |===================================================
Ubuntu 20.04.2 LTS . 18.87 |===================================================
Clear Linux 34630 .. 18.87 |===================================================
Fedora Server 34 ... 18.87 |===================================================


OSPray 1.8.5
Demo: San Miguel - Renderer: Path Tracer
FPS > Higher Is Better
Ubuntu 21.04 ....... 10.42 |==================================================
Ubuntu 20.04.2 LTS . 10.42 |==================================================
Clear Linux 34630 .. 10.60 |===================================================
Fedora Server 34 ... 10.42 |==================================================


OSPray 1.8.5
Demo: NASA Streamlines - Renderer: SciVis
FPS > Higher Is Better
Ubuntu 21.04 ....... 125.00 |============================================
Ubuntu 20.04.2 LTS . 125.00 |============================================
Clear Linux 34630 .. 142.86 |==================================================
Fedora Server 34 ... 125.00 |============================================


OSPray 1.8.5
Demo: XFrog Forest - Renderer: Path Tracer
FPS > Higher Is Better
Ubuntu 21.04 ....... 10.38 |===================================================
Ubuntu 20.04.2 LTS . 10.38 |===================================================
Clear Linux 34630 .. 10.38 |===================================================
Fedora Server 34 ... 10.31 |===================================================


OSPray 1.8.5
Demo: Magnetic Reconnection - Renderer: SciVis
FPS > Higher Is Better
Ubuntu 21.04 ....... 109.63 |============================================
Ubuntu 20.04.2 LTS . 110.19 |============================================
Clear Linux 34630 .. 125.00 |==================================================
Fedora Server 34 ... 109.63 |============================================


OSPray 1.8.5
Demo: NASA Streamlines - Renderer: Path Tracer
FPS > Higher Is Better
Ubuntu 21.04 ....... 27.78 |==================================================
Ubuntu 20.04.2 LTS . 27.78 |==================================================
Clear Linux 34630 .. 28.57 |===================================================
Fedora Server 34 ... 27.78 |==================================================


Embree 3.13
Binary: Pathtracer ISPC - Model: Crown
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 67.04 |==============================================
Ubuntu 20.04.2 LTS . 66.89 |==============================================
Clear Linux 34630 .. 73.84 |===================================================
Fedora Server 34 ... 64.66 |=============================================


Embree 3.13
Binary: Pathtracer - Model: Asian Dragon
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 81.29 |=================================================
Ubuntu 20.04.2 LTS . 82.61 |==================================================
Clear Linux 34630 .. 84.13 |===================================================
Fedora Server 34 ... 81.50 |=================================================


Embree 3.13
Binary: Pathtracer ISPC - Model: Asian Dragon
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 106.69 |=================================================
Ubuntu 20.04.2 LTS . 106.14 |=================================================
Clear Linux 34630 .. 107.77 |==================================================
Fedora Server 34 ... 106.05 |=================================================


Kvazaar 2.0
Video Input: Bosphorus 4K - Video Preset: Medium
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 6.90  |====================
Ubuntu 20.04.2 LTS . 6.93  |====================
Clear Linux 34630 .. 17.80 |===================================================
Fedora Server 34 ... 6.95  |====================


Kvazaar 2.0
Video Input: Bosphorus 4K - Video Preset: Very Fast
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 13.38 |=================
Ubuntu 20.04.2 LTS . 13.33 |=================
Clear Linux 34630 .. 40.96 |===================================================
Fedora Server 34 ... 13.28 |=================


Kvazaar 2.0
Video Input: Bosphorus 4K - Video Preset: Ultra Fast
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 22.78 |=========================
Ubuntu 20.04.2 LTS . 23.16 |=========================
Clear Linux 34630 .. 46.98 |===================================================
Fedora Server 34 ... 23.20 |=========================


SVT-AV1 0.8.7
Encoder Mode: Preset 8 - Input: Bosphorus 4K
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 29.81 |=========================
Ubuntu 20.04.2 LTS . 28.14 |========================
Clear Linux 34630 .. 60.27 |===================================================
Fedora Server 34 ... 28.37 |========================


SVT-HEVC 1.5.0
Tuning: 1 - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 29.57 |=======================================
Ubuntu 20.04.2 LTS . 29.14 |=======================================
Clear Linux 34630 .. 38.51 |===================================================
Fedora Server 34 ... 29.17 |=======================================


SVT-HEVC 1.5.0
Tuning: 7 - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 172.02 |===========================
Ubuntu 20.04.2 LTS . 157.78 |=========================
Clear Linux 34630 .. 315.80 |==================================================
Fedora Server 34 ... 159.70 |=========================


SVT-HEVC 1.5.0
Tuning: 10 - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 260.88 |======================
Ubuntu 20.04.2 LTS . 234.92 |====================
Clear Linux 34630 .. 592.99 |==================================================
Fedora Server 34 ... 240.54 |====================


SVT-VP9 0.3
Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 204.86 |======================
Ubuntu 20.04.2 LTS . 196.97 |======================
Clear Linux 34630 .. 456.47 |==================================================
Fedora Server 34 ... 195.55 |=====================


x265 3.4
Video Input: Bosphorus 4K
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 12.92 |=======================
Ubuntu 20.04.2 LTS . 12.58 |======================
Clear Linux 34630 .. 29.05 |===================================================
Fedora Server 34 ... 11.65 |====================


x265 3.4
Video Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
Ubuntu 21.04 ....... 28.33 |==================
Ubuntu 20.04.2 LTS . 28.50 |===================
Clear Linux 34630 .. 78.42 |===================================================
Fedora Server 34 ... 26.25 |=================


Intel Open Image Denoise 1.2.0
Scene: Memorial
Images / Sec > Higher Is Better
Ubuntu 21.04 ....... 57.59 |=================================================
Ubuntu 20.04.2 LTS . 49.87 |==========================================
Clear Linux 34630 .. 59.98 |===================================================
Fedora Server 34 ... 54.83 |===============================================


OpenVKL 0.9
Benchmark: vklBenchmark
Items / Sec > Higher Is Better
Ubuntu 21.04 ....... 669 |============================================
Ubuntu 20.04.2 LTS . 661 |===========================================
Clear Linux 34630 .. 815 |=====================================================
Fedora Server 34 ... 667 |===========================================


OpenVKL 0.9
Benchmark: vklBenchmarkVdbVolume
Items / Sec > Higher Is Better
Ubuntu 21.04 ....... 21915837 |====================================
Ubuntu 20.04.2 LTS . 22077090 |====================================
Clear Linux 34630 .. 29605565 |================================================
Fedora Server 34 ... 22243396 |====================================


OpenVKL 0.9
Benchmark: vklBenchmarkUnstructuredVolume
Items / Sec > Higher Is Better
Ubuntu 21.04 ....... 1776457 |================================================
Ubuntu 20.04.2 LTS . 1737714 |===============================================
Clear Linux 34630 .. 1828816 |=================================================
Fedora Server 34 ... 1813549 |=================================================


Coremark 1.0
CoreMark Size 666 - Iterations Per Second
Iterations/Sec > Higher Is Better
Ubuntu 21.04 ....... 2347453.57 |============================================
Ubuntu 20.04.2 LTS . 2261054.03 |==========================================
Clear Linux 34630 .. 2452833.36 |==============================================
Fedora Server 34 ... 2391445.66 |=============================================


Stockfish 13
Total Time
Nodes Per Second > Higher Is Better
Ubuntu 21.04 ....... 180493580 |==============================================
Ubuntu 20.04.2 LTS . 173250319 |============================================
Clear Linux 34630 .. 182083926 |===============================================
Fedora Server 34 ... 183504987 |===============================================


asmFish 2018-07-23
1024 Hash Memory, 26 Depth
Nodes/second > Higher Is Better
Ubuntu 21.04 ....... 172711481 |==============================================
Ubuntu 20.04.2 LTS . 171613950 |==============================================
Clear Linux 34630 .. 174596848 |===============================================
Fedora Server 34 ... 168644528 |=============================================


PJSIP 2.11
Method: INVITE
Responses Per Second > Higher Is Better
Ubuntu 21.04 ....... 2531 |=========================
Ubuntu 20.04.2 LTS . 1840 |==================
Clear Linux 34630 .. 5296 |====================================================
Fedora Server 34 ... 2491 |========================


PJSIP 2.11
Method: OPTIONS, Stateful
Responses Per Second > Higher Is Better
Ubuntu 21.04 ....... 3815  |===================
Ubuntu 20.04.2 LTS . 3597  |==================
Clear Linux 34630 .. 10360 |===================================================
Fedora Server 34 ... 3733  |==================


PJSIP 2.11
Method: OPTIONS, Stateless
Responses Per Second > Higher Is Better
Ubuntu 21.04 ....... 40082 |===============================================
Ubuntu 20.04.2 LTS . 40954 |================================================
Clear Linux 34630 .. 43880 |===================================================
Fedora Server 34 ... 41983 |=================================================


libavif avifenc 0.9.0
Encoder Speed: 6
Seconds < Lower Is Better
Ubuntu 21.04 ....... 15.38 |=================================================
Ubuntu 20.04.2 LTS . 15.50 |=================================================
Clear Linux 34630 .. 10.24 |================================
Fedora Server 34 ... 16.08 |===================================================


libavif avifenc 0.9.0
Encoder Speed: 10
Seconds < Lower Is Better
Ubuntu 21.04 ....... 5.050 |================================================
Ubuntu 20.04.2 LTS . 5.361 |===================================================
Clear Linux 34630 .. 3.066 |=============================
Fedora Server 34 ... 5.186 |=================================================


libavif avifenc 0.9.0
Encoder Speed: 6, Lossless
Seconds < Lower Is Better
Ubuntu 21.04 ....... 36.76 |=================================================
Ubuntu 20.04.2 LTS . 38.52 |===================================================
Clear Linux 34630 .. 27.25 |====================================
Fedora Server 34 ... 36.68 |=================================================


libavif avifenc 0.9.0
Encoder Speed: 10, Lossless
Seconds < Lower Is Better
Ubuntu 21.04 ....... 8.522 |===============================================
Ubuntu 20.04.2 LTS . 8.967 |=================================================
Clear Linux 34630 .. 5.815 |================================
Fedora Server 34 ... 9.332 |===================================================


Timed Apache Compilation 2.4.41
Time To Compile
Seconds < Lower Is Better
Ubuntu 21.04 ....... 35.19 |================================================
Ubuntu 20.04.2 LTS . 35.99 |=================================================
Clear Linux 34630 .. 22.24 |==============================
Fedora Server 34 ... 37.53 |===================================================


Timed Linux Kernel Compilation 5.10.20
Time To Compile
Seconds < Lower Is Better
Ubuntu 21.04 ....... 24.81 |================================================
Ubuntu 20.04.2 LTS . 25.96 |==================================================
Clear Linux 34630 .. 20.74 |========================================
Fedora Server 34 ... 26.51 |===================================================


Timed PHP Compilation 7.4.2
Time To Compile
Seconds < Lower Is Better
Ubuntu 21.04 ....... 40.21 |================================================
Ubuntu 20.04.2 LTS . 40.72 |=================================================
Clear Linux 34630 .. 31.10 |=====================================
Fedora Server 34 ... 42.74 |===================================================


POV-Ray 3.7.0.7
Trace Time
Seconds < Lower Is Better
Ubuntu 21.04 ....... 9.476 |===================================================
Ubuntu 20.04.2 LTS . 9.451 |===================================================
Clear Linux 34630 .. 8.952 |================================================
Fedora Server 34 ... 9.089 |=================================================


Tungsten Renderer 0.2.2
Scene: Hair
Seconds < Lower Is Better
Ubuntu 21.04 ....... 6.52538 |=====================================
Ubuntu 20.04.2 LTS . 6.45646 |====================================
Clear Linux 34630 .. 5.62201 |===============================
Fedora Server 34 ... 8.74867 |=================================================


Tungsten Renderer 0.2.2
Scene: Water Caustic
Seconds < Lower Is Better
Ubuntu 21.04 ....... 31.27 |=================================================
Ubuntu 20.04.2 LTS . 32.48 |===================================================
Clear Linux 34630 .. 18.17 |=============================
Fedora Server 34 ... 31.45 |=================================================


Tungsten Renderer 0.2.2
Scene: Non-Exponential
Seconds < Lower Is Better
Ubuntu 21.04 ....... 5.23912 |=================================================
Ubuntu 20.04.2 LTS . 5.16631 |================================================
Clear Linux 34630 .. 2.40790 |======================
Fedora Server 34 ... 5.28732 |=================================================


Tungsten Renderer 0.2.2
Scene: Volumetric Caustic
Seconds < Lower Is Better
Ubuntu 21.04 ....... 13.45 |=================================================
Ubuntu 20.04.2 LTS . 13.87 |===================================================
Clear Linux 34630 .. 13.87 |===================================================
Fedora Server 34 ... 13.09 |================================================


oneDNN 2.1.2
Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 0.945450 |===============================================
Ubuntu 20.04.2 LTS . 0.942653 |===============================================
Clear Linux 34630 .. 0.921930 |==============================================
Fedora Server 34 ... 0.957911 |================================================


oneDNN 2.1.2
Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 1.37903 |=============================================
Ubuntu 20.04.2 LTS . 1.37432 |=============================================
Clear Linux 34630 .. 1.35679 |============================================
Fedora Server 34 ... 1.51260 |=================================================


oneDNN 2.1.2
Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 3.03516 |=================================================
Ubuntu 20.04.2 LTS . 3.01186 |================================================
Clear Linux 34630 .. 2.98572 |================================================
Fedora Server 34 ... 3.04815 |=================================================


oneDNN 2.1.2
Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 1.82051 |================================================
Ubuntu 20.04.2 LTS . 1.80328 |================================================
Clear Linux 34630 .. 1.74481 |==============================================
Fedora Server 34 ... 1.84199 |=================================================


oneDNN 2.1.2
Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 1.41084 |=====================================
Ubuntu 20.04.2 LTS . 1.39626 |====================================
Clear Linux 34630 .. 1.58077 |=========================================
Fedora Server 34 ... 1.88136 |=================================================


oneDNN 2.1.2
Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 28.75170 |==========================================
Ubuntu 20.04.2 LTS . 32.65000 |================================================
Clear Linux 34630 .. 9.79872  |==============
Fedora Server 34 ... 30.74980 |=============================================


oneDNN 2.1.2
Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 0.846330 |===============================================
Ubuntu 20.04.2 LTS . 0.850400 |===============================================
Clear Linux 34630 .. 0.862061 |================================================
Fedora Server 34 ... 0.854642 |================================================


oneDNN 2.1.2
Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 0.362841 |===============================================
Ubuntu 20.04.2 LTS . 0.353757 |==============================================
Clear Linux 34630 .. 0.361521 |===============================================
Fedora Server 34 ... 0.367996 |================================================


oneDNN 2.1.2
Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 0.193198 |==============================================
Ubuntu 20.04.2 LTS . 0.190921 |=============================================
Clear Linux 34630 .. 0.188906 |=============================================
Fedora Server 34 ... 0.203496 |================================================


oneDNN 2.1.2
Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 672.65 |==================================================
Ubuntu 20.04.2 LTS . 671.56 |==================================================
Clear Linux 34630 .. 660.05 |=================================================
Fedora Server 34 ... 677.86 |==================================================


oneDNN 2.1.2
Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 437.87 |=================================================
Ubuntu 20.04.2 LTS . 431.30 |=================================================
Clear Linux 34630 .. 434.95 |=================================================
Fedora Server 34 ... 442.35 |==================================================


oneDNN 2.1.2
Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 684.27 |==================================================
Ubuntu 20.04.2 LTS . 667.65 |=================================================
Clear Linux 34630 .. 663.90 |=================================================
Fedora Server 34 ... 679.94 |==================================================


oneDNN 2.1.2
Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 2.10597 |=================================================
Ubuntu 20.04.2 LTS . 2.10694 |=================================================
Clear Linux 34630 .. 2.08771 |================================================
Fedora Server 34 ... 2.11134 |=================================================


oneDNN 2.1.2
Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 3.27051 |==============================================
Ubuntu 20.04.2 LTS . 3.47588 |=================================================
Clear Linux 34630 .. 3.22981 |==============================================
Fedora Server 34 ... 3.28960 |==============================================


oneDNN 2.1.2
Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 439.68 |==================================================
Ubuntu 20.04.2 LTS . 433.74 |=================================================
Clear Linux 34630 .. 433.43 |=================================================
Fedora Server 34 ... 442.70 |==================================================


oneDNN 2.1.2
Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 0.256555 |================================================
Ubuntu 20.04.2 LTS . 0.249170 |===============================================
Clear Linux 34630 .. 0.247725 |==============================================
Fedora Server 34 ... 0.254526 |================================================


oneDNN 2.1.2
Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 671.54 |==================================================
Ubuntu 20.04.2 LTS . 678.04 |==================================================
Clear Linux 34630 .. 660.20 |=================================================
Fedora Server 34 ... 676.54 |==================================================


oneDNN 2.1.2
Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 437.97 |==================================================
Ubuntu 20.04.2 LTS . 433.43 |=================================================
Clear Linux 34630 .. 433.80 |=================================================
Fedora Server 34 ... 440.63 |==================================================


oneDNN 2.1.2
Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 0.231483 |================================================
Ubuntu 20.04.2 LTS . 0.218363 |=============================================
Clear Linux 34630 .. 0.216048 |=============================================
Fedora Server 34 ... 0.222234 |==============================================


oneDNN 2.1.2
Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU
ms < Lower Is Better
Ubuntu 21.04 ....... 0.615331 |================================================
Ubuntu 20.04.2 LTS . 0.602936 |===============================================
Clear Linux 34630 .. 0.614468 |================================================
Fedora Server 34 ... 0.612234 |================================================


Helsing 1.0-beta
Digit Range: 14 digit
Seconds < Lower Is Better
Ubuntu 21.04 ....... 82.47 |===================================================
Ubuntu 20.04.2 LTS . 82.64 |===================================================
Clear Linux 34630 .. 79.12 |=================================================
Fedora Server 34 ... 79.61 |=================================================


SecureMark 1.0.4
Benchmark: SecureMark-TLS
marks > Higher Is Better
Ubuntu 21.04 ....... 230272 |==================================================
Ubuntu 20.04.2 LTS . 225195 |=================================================
Clear Linux 34630 .. 229770 |==================================================
Fedora Server 34 ... 228894 |==================================================


Node.js V8 Web Tooling Benchmark

runs/s > Higher Is Better
Ubuntu 21.04 ....... 10.79 |==========================================
Ubuntu 20.04.2 LTS . 10.94 |===========================================
Clear Linux 34630 .. 13.06 |===================================================
Fedora Server 34 ... 11.04 |===========================================


Liquid-DSP 2021.01.31
Threads: 16 - Buffer Length: 256 - Filter Length: 57
samples/s > Higher Is Better
Ubuntu 21.04 ....... 826756667 |=======================================
Ubuntu 20.04.2 LTS . 832983333 |=======================================
Clear Linux 34630 .. 999833333 |===============================================
Fedora Server 34 ... 827833333 |=======================================


Liquid-DSP 2021.01.31
Threads: 32 - Buffer Length: 256 - Filter Length: 57
samples/s > Higher Is Better
Ubuntu 21.04 ....... 1631166667 |======================================
Ubuntu 20.04.2 LTS . 1653866667 |=======================================
Clear Linux 34630 .. 1973100000 |==============================================
Fedora Server 34 ... 1632900000 |======================================


Liquid-DSP 2021.01.31
Threads: 128 - Buffer Length: 256 - Filter Length: 57
samples/s > Higher Is Better
Ubuntu 21.04 ....... 3290766667 |======================================
Ubuntu 20.04.2 LTS . 3316633333 |======================================
Clear Linux 34630 .. 3970066667 |==============================================
Fedora Server 34 ... 3302800000 |======================================


Liquid-DSP 2021.01.31
Threads: 160 - Buffer Length: 256 - Filter Length: 57
samples/s > Higher Is Better
Ubuntu 21.04 ....... 3080633333 |=====================================
Ubuntu 20.04.2 LTS . 3106666667 |=====================================
Clear Linux 34630 .. 3843066667 |==============================================
Fedora Server 34 ... 3101166667 |=====================================


KeyDB 6.0.16

Ops/sec > Higher Is Better
Ubuntu 21.04 ....... 524178.09 |===============================================
Ubuntu 20.04.2 LTS . 421171.59 |======================================
Clear Linux 34630 .. 503991.58 |=============================================


TensorFlow Lite 2020-08-23
Model: SqueezeNet
Microseconds < Lower Is Better
Ubuntu 21.04 ....... 47808.3 |================================================
Ubuntu 20.04.2 LTS . 48816.5 |=================================================
Clear Linux 34630 .. 46761.2 |===============================================
Fedora Server 34 ... 47685.7 |================================================


TensorFlow Lite 2020-08-23
Model: Inception V4
Microseconds < Lower Is Better
Ubuntu 21.04 ....... 687019 |================================================
Ubuntu 20.04.2 LTS . 716517 |==================================================
Clear Linux 34630 .. 665666 |==============================================
Fedora Server 34 ... 679005 |===============================================


TensorFlow Lite 2020-08-23
Model: NASNet Mobile
Microseconds < Lower Is Better
Ubuntu 21.04 ....... 81319.3 |============================================
Ubuntu 20.04.2 LTS . 90927.9 |=================================================
Clear Linux 34630 .. 74734.9 |========================================
Fedora Server 34 ... 80554.7 |===========================================


TensorFlow Lite 2020-08-23
Model: Mobilenet Float
Microseconds < Lower Is Better
Ubuntu 21.04 ....... 41555.1 |============================================
Ubuntu 20.04.2 LTS . 45998.8 |=================================================
Clear Linux 34630 .. 32984.6 |===================================
Fedora Server 34 ... 38365.8 |=========================================


TensorFlow Lite 2020-08-23
Model: Mobilenet Quant
Microseconds < Lower Is Better
Ubuntu 21.04 ....... 43074.5 |=============================================
Ubuntu 20.04.2 LTS . 46915.5 |=================================================
Clear Linux 34630 .. 33677.2 |===================================
Fedora Server 34 ... 41946.1 |============================================


TensorFlow Lite 2020-08-23
Model: Inception ResNet V2
Microseconds < Lower Is Better
Ubuntu 21.04 ....... 569303 |=================================================
Ubuntu 20.04.2 LTS . 576988 |==================================================
Clear Linux 34630 .. 572684 |==================================================
Fedora Server 34 ... 574742 |==================================================


PostgreSQL pgbench 13.0
Scaling Factor: 100 - Clients: 250 - Mode: Read Only
TPS > Higher Is Better
Ubuntu 21.04 ....... 946634 |================================================
Ubuntu 20.04.2 LTS . 954214 |================================================
Clear Linux 34630 .. 990608 |==================================================
Fedora Server 34 ... 886858 |=============================================


PostgreSQL pgbench 13.0
Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency
ms < Lower Is Better
Ubuntu 21.04 ....... 0.266 |================================================
Ubuntu 20.04.2 LTS . 0.263 |===============================================
Clear Linux 34630 .. 0.254 |==============================================
Fedora Server 34 ... 0.284 |===================================================


TNN 0.2.3
Target: CPU - Model: MobileNet v2
ms < Lower Is Better
Ubuntu 21.04 ....... 443.55 |==================================================
Ubuntu 20.04.2 LTS . 374.20 |==========================================
Clear Linux 34630 .. 354.30 |========================================
Fedora Server 34 ... 401.86 |=============================================


TNN 0.2.3
Target: CPU - Model: SqueezeNet v1.1
ms < Lower Is Better
Ubuntu 21.04 ....... 366.73 |==================================================
Ubuntu 20.04.2 LTS . 367.80 |==================================================
Clear Linux 34630 .. 364.99 |==================================================
Fedora Server 34 ... 366.37 |==================================================


Sysbench 1.0.20
Test: RAM / Memory
MiB/sec > Higher Is Better
Ubuntu 21.04 ....... 12176.80 |==============================================
Ubuntu 20.04.2 LTS . 12252.73 |==============================================
Clear Linux 34630 .. 12670.82 |================================================
Fedora Server 34 ... 12185.51 |==============================================


Sysbench 1.0.20
Test: CPU
Events Per Second > Higher Is Better
Ubuntu 21.04 ....... 213870.87 |===============================================
Ubuntu 20.04.2 LTS . 214228.62 |===============================================
Clear Linux 34630 .. 212303.58 |===============================================
Fedora Server 34 ... 212714.19 |===============================================


Apache Cassandra 3.11.4
Test: Writes
Op/s > Higher Is Better
Ubuntu 21.04 ....... 106863 |=================
Ubuntu 20.04.2 LTS . 103051 |=================
Clear Linux 34630 .. 312015 |==================================================
Fedora Server 34 ... 108941 |=================


Blender 2.92
Blend File: BMW27 - Compute: CPU-Only
Seconds < Lower Is Better
Ubuntu 21.04 ....... 29.61 |===================================================
Ubuntu 20.04.2 LTS . 29.54 |===================================================
Clear Linux 34630 .. 28.23 |=================================================
Fedora Server 34 ... 29.55 |===================================================


Blender 2.92
Blend File: Classroom - Compute: CPU-Only
Seconds < Lower Is Better
Ubuntu 21.04 ....... 72.28 |==================================================
Ubuntu 20.04.2 LTS . 71.92 |==================================================
Clear Linux 34630 .. 71.51 |==================================================
Fedora Server 34 ... 73.35 |===================================================


Blender 2.92
Blend File: Fishy Cat - Compute: CPU-Only
Seconds < Lower Is Better
Ubuntu 21.04 ....... 45.72 |===================================================
Ubuntu 20.04.2 LTS . 46.11 |===================================================
Clear Linux 34630 .. 43.83 |================================================
Fedora Server 34 ... 46.04 |===================================================


Blender 2.92
Blend File: Barbershop - Compute: CPU-Only
Seconds < Lower Is Better
Ubuntu 21.04 ....... 108.31 |==================================================
Ubuntu 20.04.2 LTS . 109.07 |==================================================
Clear Linux 34630 .. 102.25 |===============================================
Fedora Server 34 ... 108.27 |==================================================


Blender 2.92
Blend File: Pabellon Barcelona - Compute: CPU-Only
Seconds < Lower Is Better
Ubuntu 21.04 ....... 88.36 |===================================================
Ubuntu 20.04.2 LTS . 88.16 |===================================================
Clear Linux 34630 .. 86.83 |==================================================
Fedora Server 34 ... 88.89 |===================================================


PyBench 2018-02-16
Total For Average Test Times
Milliseconds < Lower Is Better
Ubuntu 21.04 ....... 995  |=============================================
Ubuntu 20.04.2 LTS . 982  |============================================
Clear Linux 34630 .. 1015 |==============================================
Fedora Server 34 ... 1157 |====================================================


PHPBench 0.8.1
PHP Benchmark Suite
Score > Higher Is Better
Ubuntu 21.04 ....... 715587 |========================================
Ubuntu 20.04.2 LTS . 726623 |========================================
Clear Linux 34630 .. 900184 |==================================================
Fedora Server 34 ... 721179 |========================================


Zstd Compression 1.5.0
Compression Level: 3 - Compression Speed
MB/s > Higher Is Better
Ubuntu 21.04 ....... 6148.4 |===========================================
Ubuntu 20.04.2 LTS . 4620.1 |================================
Ubuntu 20.04.2 LTS . 4576.8 |================================
Clear Linux 34630 .. 7166.7 |==================================================
Clear Linux 34630 .. 7015.5 |=================================================
Fedora Server 34 ... 6020.4 |==========================================


Zstd Compression 1.5.0
Compression Level: 8 - Compression Speed
MB/s > Higher Is Better
Ubuntu 21.04 ....... 2096.7 |=======================================
Ubuntu 20.04.2 LTS . 2128.7 |========================================
Clear Linux 34630 .. 2656.6 |==================================================
Fedora Server 34 ... 2069.1 |=======================================


Zstd Compression 1.5.0
Compression Level: 19 - Compression Speed
MB/s > Higher Is Better
Ubuntu 21.04 ....... 82.2 |=================================================
Ubuntu 20.04.2 LTS . 83.0 |=================================================
Clear Linux 34630 .. 88.0 |====================================================
Fedora Server 34 ... 82.1 |=================================================


Zstd Compression 1.5.0
Compression Level: 19, Long Mode - Compression Speed
MB/s > Higher Is Better
Ubuntu 21.04 ....... 46.0 |==================================================
Ubuntu 20.04.2 LTS . 44.8 |=================================================
Clear Linux 34630 .. 47.5 |====================================================
Fedora Server 34 ... 45.9 |==================================================


GROMACS 2021.2
Implementation: MPI CPU - Input: water_GMX50_bare
Ns Per Day > Higher Is Better
Ubuntu 21.04 ....... 9.004 |==================================================
Ubuntu 20.04.2 LTS . 8.884 |=================================================
Clear Linux 34630 .. 9.201 |===================================================
Fedora Server 34 ... 8.428 |===============================================


Zstd Compression 1.5.0
Compression Level: 3 - Decompression Speed
MB/s > Higher Is Better
Fedora Server 34 . 3057.5 |====================================================


Zstd Compression 1.5.0
Compression Level: 8 - Decompression Speed
MB/s > Higher Is Better
Fedora Server 34 . 3118.5 |====================================================


Zstd Compression 1.5.0
Compression Level: 19 - Decompression Speed
MB/s > Higher Is Better
Fedora Server 34 . 2698.6 |====================================================


Zstd Compression 1.5.0
Compression Level: 19, Long Mode - Decompression Speed
MB/s > Higher Is Better
Fedora Server 34 . 2747.1 |====================================================