AMD EPYC 7003 EO 2021 Linux Comparison 2 x AMD EPYC 75F3 32-Core testing with a ASRockRack ROME2D16-2T (P3.10 BIOS) and ASPEED on AlmaLinux 8.4 via the Phoronix Test Suite. Ubuntu 21.10: Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 8 GB DDR4-3200MT/s HMA81GR7CJR8N-XN, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel 10G X550T OS: Ubuntu 21.10, Kernel: 5.13.0-20-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: 1024x768 Clear Linux 35150: Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T OS: Clear Linux OS 35150, Kernel: 5.14.13-1083.native (x86_64), Desktop: GNOME Shell 41.0, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20211015 releases/gcc-11.2.0-353-g6a936be4ad + Clang 11.1.0 + LLVM 11.1.0, File-System: ext4, Screen Resolution: 1920x1080 CentOS Stream: Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T OS: CentOS Stream 8, Kernel: 4.18.0-348.el8.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.5.0 20210514, File-System: xfs, Screen Resolution: 1920x1080 AlmaLinux 8.4: Processor: 2 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads), Motherboard: ASRockRack ROME2D16-2T (P3.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 1000GB Western Digital WD_BLACK SN850 1TB, Graphics: ASPEED, Audio: AMD Starship/Matisse, Monitor: VE228, Network: 2 x Intel 10G X550T OS: AlmaLinux 8.4, Kernel: 4.18.0-305.el8.x86_64 (x86_64), Desktop: GNOME Shell 3.32.2, Display Server: X Server, Compiler: GCC 8.4.1 20200928, File-System: xfs, Screen Resolution: 1920x1080 GEGL Operation: Scale Seconds < Lower Is Better Ubuntu 21.10 ...... 6.858 |============ Clear Linux 35150 . 4.804 |======== CentOS Stream ..... 29.354 |=================================================== AlmaLinux 8.4 ..... 29.221 |=================================================== Zstd Compression Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better Ubuntu 21.10 ...... 184.4 |========== Clear Linux 35150 . 918.2 |==================================================== CentOS Stream ..... 323.7 |================== AlmaLinux 8.4 ..... 322.0 |================== GEGL Operation: Crop Seconds < Lower Is Better Ubuntu 21.10 ...... 7.770 |============= Clear Linux 35150 . 6.003 |========== CentOS Stream ..... 29.542 |=================================================== AlmaLinux 8.4 ..... 29.271 |=================================================== Redis Memtier / Redis Benchmark Test: GET Operations Per Second > Higher Is Better Ubuntu 21.10 ...... 309980.80 |============== Clear Linux 35150 . 1018405.90 |=============================================== CentOS Stream ..... 538355.75 |========================= AlmaLinux 8.4 ..... 521236.96 |======================== Redis Memtier / Redis Benchmark Test: MIX Operations Per Second > Higher Is Better Ubuntu 21.10 ...... 318221.71 |================= Clear Linux 35150 . 895409.93 |================================================ CentOS Stream ..... 499065.63 |=========================== AlmaLinux 8.4 ..... 483247.87 |========================== Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Very Fast Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 26.27 |======================== Clear Linux 35150 . 57.00 |==================================================== CentOS Stream ..... 49.53 |============================================= AlmaLinux 8.4 ..... 49.16 |============================================= Timed LLVM Compilation 13.0 Build System: Unix Makefiles Seconds < Lower Is Better Ubuntu 21.10 ...... 172.69 |=========================== Clear Linux 35150 . 329.02 |=================================================== CentOS Stream ..... 160.60 |========================= AlmaLinux 8.4 ..... 154.70 |======================== Timed LLVM Compilation 13.0 Build System: Ninja Seconds < Lower Is Better Ubuntu 21.10 ...... 116.00 |========================== Clear Linux 35150 . 228.70 |=================================================== CentOS Stream ..... 113.04 |========================= AlmaLinux 8.4 ..... 108.08 |======================== GEGL Operation: Color Enhance Seconds < Lower Is Better Ubuntu 21.10 ...... 49.84 |==================================================== Clear Linux 35150 . 35.91 |===================================== CentOS Stream ..... 29.41 |=============================== AlmaLinux 8.4 ..... 29.22 |============================== Redis Memtier / Redis Benchmark Test: LPUSH and LPOP: lpop Requests Per Second > Higher Is Better Ubuntu 21.10 ...... 1189084.42 |========================================= Clear Linux 35150 . 1358711.35 |=============================================== CentOS Stream ..... 812968.83 |============================ AlmaLinux 8.4 ..... 822492.46 |============================ Timed Linux Kernel Compilation 5.14 Time To Compile Seconds < Lower Is Better Ubuntu 21.10 ...... 19.99 |================================= CentOS Stream ..... 19.93 |================================ AlmaLinux 8.4 ..... 31.95 |==================================================== Redis Memtier / Redis Benchmark Test: LPUSH and LPOP: lpush Requests Per Second > Higher Is Better Ubuntu 21.10 ...... 1291673.49 |=============================================== Clear Linux 35150 . 1300265.30 |=============================================== CentOS Stream ..... 845537.92 |=============================== AlmaLinux 8.4 ..... 817561.77 |============================== PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better Ubuntu 21.10 ...... 41.4 |================================== Clear Linux 35150 . 41.6 |================================== CentOS Stream ..... 64.9 |===================================================== AlmaLinux 8.4 ..... 65.1 |===================================================== Zstd Compression Compression Level: 8 - Compression Speed MB/s > Higher Is Better Clear Linux 35150 . 4832.4 |=================================================== Ubuntu 21.10 ...... 3228.3 |================================== Clear Linux 35150 . 4782.8 |================================================== CentOS Stream ..... 3538.1 |===================================== AlmaLinux 8.4 ..... 3584.3 |====================================== ACES DGEMM 1.0 Sustained Floating-Point Rate GFLOP/s > Higher Is Better Ubuntu 21.10 ...... 22.45 |======================================== Clear Linux 35150 . 29.45 |==================================================== CentOS Stream ..... 29.13 |=================================================== AlmaLinux 8.4 ..... 20.25 |==================================== PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better Ubuntu 21.10 ...... 7.31 |===================================== Clear Linux 35150 . 8.45 |========================================== CentOS Stream ..... 10.40 |==================================================== AlmaLinux 8.4 ..... 10.10 |=================================================== PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: CPU FPS > Higher Is Better Ubuntu 21.10 ...... 33.98 |====================================== Clear Linux 35150 . 47.07 |==================================================== CentOS Stream ..... 47.10 |==================================================== AlmaLinux 8.4 ..... 46.86 |==================================================== PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: CPU FPS > Higher Is Better Ubuntu 21.10 ...... 30.36 |====================================== Clear Linux 35150 . 41.42 |==================================================== CentOS Stream ..... 41.73 |==================================================== AlmaLinux 8.4 ..... 40.88 |=================================================== Kvazaar 2.1 Video Input: Bosphorus 4K - Video Preset: Ultra Fast Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 50.24 |======================================== Clear Linux 35150 . 65.93 |==================================================== CentOS Stream ..... 65.27 |=================================================== AlmaLinux 8.4 ..... 65.37 |==================================================== PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better Ubuntu 21.10 ...... 15.2 |============================================== Clear Linux 35150 . 13.5 |========================================= CentOS Stream ..... 17.5 |===================================================== AlmaLinux 8.4 ..... 17.1 |==================================================== TNN 0.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better Ubuntu 21.10 ...... 251.70 |======================================== Clear Linux 35150 . 319.41 |=================================================== CentOS Stream ..... 249.49 |======================================== AlmaLinux 8.4 ..... 257.39 |========================================= Numpy Benchmark Score > Higher Is Better Ubuntu 21.10 ...... 437.03 |======================================== Clear Linux 35150 . 556.66 |=================================================== CentOS Stream ..... 480.38 |============================================ AlmaLinux 8.4 ..... 474.73 |=========================================== Zstd Compression Compression Level: 19 - Compression Speed MB/s > Higher Is Better Ubuntu 21.10 ...... 78.1 |========================================== Clear Linux 35150 . 98.1 |===================================================== CentOS Stream ..... 82.1 |============================================ AlmaLinux 8.4 ..... 83.1 |============================================= GEGL Operation: Reflect Seconds < Lower Is Better Ubuntu 21.10 ...... 27.90 |================================================= Clear Linux 35150 . 23.37 |========================================= CentOS Stream ..... 29.34 |==================================================== AlmaLinux 8.4 ..... 29.22 |==================================================== PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better Ubuntu 21.10 ...... 388 |============================================ Clear Linux 35150 . 376 |=========================================== CentOS Stream ..... 470 |====================================================== AlmaLinux 8.4 ..... 472 |====================================================== TNN 0.3 Target: CPU - Model: DenseNet ms < Lower Is Better Ubuntu 21.10 ...... 2842.20 |=========================================== Clear Linux 35150 . 3325.44 |================================================== CentOS Stream ..... 2735.69 |========================================= AlmaLinux 8.4 ..... 2651.10 |======================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better Ubuntu 21.10 ...... 414 |============================================ Clear Linux 35150 . 409 |=========================================== CentOS Stream ..... 513 |====================================================== AlmaLinux 8.4 ..... 511 |====================================================== WireGuard + Linux Networking Stack Stress Test Seconds < Lower Is Better Ubuntu 21.10 ...... 405.00 |=================================================== Clear Linux 35150 . 323.81 |========================================= GEGL Operation: Rotate 90 Degrees Seconds < Lower Is Better Ubuntu 21.10 ...... 36.28 |==================================================== Clear Linux 35150 . 31.16 |============================================= CentOS Stream ..... 29.29 |========================================== AlmaLinux 8.4 ..... 29.21 |========================================== Intel Open Image Denoise 1.4.0 Run: RT.hdr_alb_nrm.3840x2160 Images / Sec > Higher Is Better Ubuntu 21.10 ...... 1.80 |==================================================== Clear Linux 35150 . 1.82 |===================================================== CentOS Stream ..... 1.82 |===================================================== AlmaLinux 8.4 ..... 1.47 |=========================================== PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better Ubuntu 21.10 ...... 151 |============================================= Clear Linux 35150 . 146 |============================================ CentOS Stream ..... 180 |====================================================== AlmaLinux 8.4 ..... 178 |===================================================== Quantum ESPRESSO 6.8 Input: AUSURF112 Seconds < Lower Is Better Ubuntu 21.10 ...... 243.14 |========================================= CentOS Stream ..... 299.48 |=================================================== AlmaLinux 8.4 ..... 288.35 |================================================= RawTherapee Total Benchmark Time Seconds < Lower Is Better Ubuntu 21.10 ...... 49.94 |==================================================== Clear Linux 35150 . 40.83 |=========================================== x265 3.4 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 22.30 |=========================================== Clear Linux 35150 . 26.00 |================================================== CentOS Stream ..... 24.73 |================================================ AlmaLinux 8.4 ..... 27.03 |==================================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only TPS > Higher Is Better Ubuntu 21.10 ...... 1726319 |========================================== Clear Linux 35150 . 2053666 |================================================== CentOS Stream ..... 2000971 |================================================= AlmaLinux 8.4 ..... 2022285 |================================================= PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 21.10 ...... 0.145 |==================================================== Clear Linux 35150 . 0.122 |============================================ CentOS Stream ..... 0.125 |============================================= AlmaLinux 8.4 ..... 0.124 |============================================ Timed Wasmer Compilation 1.0.2 Time To Compile Seconds < Lower Is Better Ubuntu 21.10 ...... 43.90 |==================================================== CentOS Stream ..... 37.01 |============================================ AlmaLinux 8.4 ..... 39.83 |=============================================== GNU Radio Test: FM Deemphasis Filter MiB/s > Higher Is Better Ubuntu 21.10 .. 881.2 |======================================================== CentOS Stream . 743.0 |=============================================== AlmaLinux 8.4 . 753.0 |================================================ Zstd Compression Compression Level: 3, Long Mode - Decompression Speed MB/s > Higher Is Better Ubuntu 21.10 ...... 3938.4 |============================================ Clear Linux 35150 . 4594.0 |=================================================== CentOS Stream ..... 4212.2 |=============================================== AlmaLinux 8.4 ..... 4198.8 |=============================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only TPS > Higher Is Better Ubuntu 21.10 ...... 1719142 |=========================================== Clear Linux 35150 . 2003553 |================================================== CentOS Stream ..... 1922547 |================================================ AlmaLinux 8.4 ..... 1962346 |================================================= Zstd Compression Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better Ubuntu 21.10 ...... 4087.2 |============================================ Clear Linux 35150 . 4758.1 |=================================================== CentOS Stream ..... 4403.8 |=============================================== AlmaLinux 8.4 ..... 4387.3 |=============================================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 21.10 ...... 0.291 |==================================================== Clear Linux 35150 . 0.250 |============================================= CentOS Stream ..... 0.260 |============================================== AlmaLinux 8.4 ..... 0.255 |============================================== SVT-AV1 0.8.7 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 61.56 |================================================ Clear Linux 35150 . 66.85 |==================================================== CentOS Stream ..... 60.06 |=============================================== AlmaLinux 8.4 ..... 57.50 |============================================= PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 21.10 ...... 8.492 |================================================= Clear Linux 35150 . 8.929 |==================================================== CentOS Stream ..... 7.683 |============================================= AlmaLinux 8.4 ..... 8.162 |================================================ PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 500 - Mode: Read Write TPS > Higher Is Better Ubuntu 21.10 ...... 58900 |=============================================== Clear Linux 35150 . 56007 |============================================= CentOS Stream ..... 65089 |==================================================== AlmaLinux 8.4 ..... 61262 |================================================= SVT-VP9 0.3 Tuning: Visual Quality Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 350.95 |================================================== Clear Linux 35150 . 359.67 |=================================================== CentOS Stream ..... 333.29 |=============================================== AlmaLinux 8.4 ..... 311.16 |============================================ PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better Ubuntu 21.10 ...... 220 |=============================================== Clear Linux 35150 . 221 |=============================================== CentOS Stream ..... 254 |====================================================== AlmaLinux 8.4 ..... 251 |===================================================== SVT-VP9 0.3 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 404.95 |================================================ Clear Linux 35150 . 433.62 |=================================================== CentOS Stream ..... 401.72 |=============================================== AlmaLinux 8.4 ..... 375.97 |============================================ OpenSSL 3.0 Algorithm: SHA256 byte/s > Higher Is Better Ubuntu 21.10 ...... 98548642883 |=========================================== Clear Linux 35150 . 103218599120 |============================================= CentOS Stream ..... 89907498373 |======================================= AlmaLinux 8.4 ..... 91671791993 |======================================== PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better Ubuntu 21.10 ...... 866 |=============================================== Clear Linux 35150 . 881 |================================================ CentOS Stream ..... 990 |====================================================== AlmaLinux 8.4 ..... 992 |====================================================== SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 539.63 |================================================ Clear Linux 35150 . 571.97 |=================================================== CentOS Stream ..... 559.53 |================================================== AlmaLinux 8.4 ..... 500.01 |============================================= ASTC Encoder 3.2 Preset: Thorough Seconds < Lower Is Better Ubuntu 21.10 ...... 5.0476 |=============================================== Clear Linux 35150 . 4.9429 |============================================== CentOS Stream ..... 4.8542 |============================================= AlmaLinux 8.4 ..... 5.5325 |=================================================== Zstd Compression Compression Level: 3 - Decompression Speed MB/s > Higher Is Better Ubuntu 21.10 ...... 3717.2 |============================================= Clear Linux 35150 . 4224.4 |=================================================== CentOS Stream ..... 3871.7 |=============================================== PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better Ubuntu 21.10 ...... 20.3 |=============================================== Clear Linux 35150 . 21.3 |================================================= CentOS Stream ..... 22.9 |===================================================== AlmaLinux 8.4 ..... 21.9 |=================================================== TNN 0.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better Ubuntu 21.10 ...... 302.52 |================================================ Clear Linux 35150 . 320.66 |=================================================== CentOS Stream ..... 288.43 |============================================== AlmaLinux 8.4 ..... 302.94 |================================================ Appleseed 2.0 Beta Scene: Material Tester Seconds < Lower Is Better Ubuntu 21.10 ...... 329.49 |================================================== Clear Linux 35150 . 333.79 |=================================================== CentOS Stream ..... 334.76 |=================================================== AlmaLinux 8.4 ..... 303.12 |============================================== TNN 0.3 Target: CPU - Model: SqueezeNet v2 ms < Lower Is Better Ubuntu 21.10 ...... 62.08 |================================================== Clear Linux 35150 . 64.60 |==================================================== CentOS Stream ..... 58.70 |=============================================== AlmaLinux 8.4 ..... 62.22 |================================================== SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 355.53 |================================================== Clear Linux 35150 . 366.03 |=================================================== CentOS Stream ..... 343.03 |================================================ AlmaLinux 8.4 ..... 335.92 |=============================================== Inkscape Operation: SVG Files To PNG Seconds < Lower Is Better CentOS Stream ..... 24.88 |==================================================== AlmaLinux 8.4 ..... 22.87 |================================================ Zstd Compression Compression Level: 19 - Decompression Speed MB/s > Higher Is Better Ubuntu 21.10 ...... 3560.1 |=============================================== Clear Linux 35150 . 3863.8 |=================================================== CentOS Stream ..... 3803.8 |================================================== AlmaLinux 8.4 ..... 3786.4 |================================================== Zstd Compression Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better Ubuntu 21.10 ...... 3628.0 |=============================================== Clear Linux 35150 . 3922.6 |=================================================== CentOS Stream ..... 3893.2 |=================================================== AlmaLinux 8.4 ..... 3854.7 |================================================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better Ubuntu 21.10 ...... 98.4 |================================================ Clear Linux 35150 . 98.3 |================================================ CentOS Stream ..... 106.0 |==================================================== AlmaLinux 8.4 ..... 106.0 |==================================================== POV-Ray 3.7.0.7 Trace Time Seconds < Lower Is Better Ubuntu 21.10 ...... 8.505 |==================================================== Clear Linux 35150 . 8.121 |================================================== CentOS Stream ..... 7.894 |================================================ AlmaLinux 8.4 ..... 8.279 |=================================================== PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better Ubuntu 21.10 ...... 109 |================================================== Clear Linux 35150 . 111 |=================================================== CentOS Stream ..... 117 |====================================================== AlmaLinux 8.4 ..... 113 |==================================================== PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better Ubuntu 21.10 ...... 89.1 |================================================== Clear Linux 35150 . 89.1 |================================================== CentOS Stream ..... 94.7 |===================================================== AlmaLinux 8.4 ..... 92.7 |==================================================== Zstd Compression Compression Level: 8 - Decompression Speed MB/s > Higher Is Better Ubuntu 21.10 .. 3828.6 |==================================================== CentOS Stream . 4057.3 |======================================================= AlmaLinux 8.4 . 4059.0 |======================================================= GROMACS 2021.2 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better Ubuntu 21.10 ...... 7.389 |==================================================== Clear Linux 35150 . 7.448 |==================================================== CentOS Stream ..... 7.037 |================================================= AlmaLinux 8.4 ..... 7.332 |=================================================== Appleseed 2.0 Beta Scene: Disney Material Seconds < Lower Is Better Ubuntu 21.10 ...... 48.48 |==================================================== Clear Linux 35150 . 45.93 |================================================= CentOS Stream ..... 46.74 |================================================== AlmaLinux 8.4 ..... 47.38 |=================================================== Timed Node.js Compilation 15.11 Time To Compile Seconds < Lower Is Better Ubuntu 21.10 ...... 80.25 |==================================================== CentOS Stream ..... 76.40 |================================================== AlmaLinux 8.4 ..... 76.12 |================================================= PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU FPS > Higher Is Better Ubuntu 21.10 ...... 8.53 |===================================================== Clear Linux 35150 . 8.39 |==================================================== CentOS Stream ..... 8.14 |=================================================== AlmaLinux 8.4 ..... 8.16 |=================================================== GNU Radio Test: IIR Filter MiB/s > Higher Is Better Ubuntu 21.10 .. 708.8 |======================================================== CentOS Stream . 679.6 |====================================================== AlmaLinux 8.4 . 684.9 |====================================================== ASTC Encoder 3.2 Preset: Exhaustive Seconds < Lower Is Better Ubuntu 21.10 ...... 9.3335 |=================================================== Clear Linux 35150 . 9.0497 |================================================= CentOS Stream ..... 9.4231 |=================================================== AlmaLinux 8.4 ..... 9.3084 |================================================== NWChem 7.0.2 Input: C240 Buckyball Seconds < Lower Is Better Ubuntu 21.10 ...... 1858.5 |=================================================== Clear Linux 35150 . 1811.5 |================================================== Blender 2.92 Blend File: Pabellon Barcelona - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 21.10 ...... 76.98 |==================================================== Clear Linux 35150 . 75.10 |=================================================== CentOS Stream ..... 75.96 |=================================================== AlmaLinux 8.4 ..... 75.55 |=================================================== Blender 2.92 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 21.10 ...... 26.24 |==================================================== Clear Linux 35150 . 25.76 |=================================================== CentOS Stream ..... 26.04 |==================================================== AlmaLinux 8.4 ..... 25.90 |=================================================== GNU Radio Test: FIR Filter MiB/s > Higher Is Better Ubuntu 21.10 .. 790.5 |======================================================= CentOS Stream . 803.9 |======================================================== AlmaLinux 8.4 . 804.4 |======================================================== GNU Radio Test: Hilbert Transform MiB/s > Higher Is Better Ubuntu 21.10 .. 438.7 |======================================================= CentOS Stream . 442.5 |======================================================== AlmaLinux 8.4 . 445.0 |======================================================== Embree 3.13 Binary: Pathtracer - Model: Crown Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 73.25 |==================================================== Clear Linux 35150 . 73.26 |==================================================== CentOS Stream ..... 73.13 |==================================================== AlmaLinux 8.4 ..... 72.33 |=================================================== OSPray 1.8.5 Demo: XFrog Forest - Renderer: SciVis FPS > Higher Is Better Ubuntu 21.10 ...... 17.44 |==================================================== Clear Linux 35150 . 17.24 |=================================================== CentOS Stream ..... 17.24 |=================================================== AlmaLinux 8.4 ..... 17.34 |==================================================== OpenSSL verify/s > Higher Is Better Ubuntu 21.10 ...... 1104066.2 |=============================================== Clear Linux 35150 . 1116179.5 |================================================ CentOS Stream ..... 1107523.8 |================================================ AlmaLinux 8.4 ..... 1107864.1 |================================================ OpenSSL sign/s > Higher Is Better Ubuntu 21.10 ...... 17090.0 |================================================== Clear Linux 35150 . 17024.7 |================================================== CentOS Stream ..... 17076.6 |================================================== AlmaLinux 8.4 ..... 16921.7 |================================================== GNU Octave Benchmark 5.2.0 Seconds < Lower Is Better CentOS Stream . 4.918 |======================================================== AlmaLinux 8.4 . 4.959 |======================================================== CentOS Stream . 4.930 |======================================================== AlmaLinux 8.4 . 4.929 |======================================================== NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Ubuntu 21.10 ...... 0.30411 |================================================== Clear Linux 35150 . 0.30547 |================================================== CentOS Stream ..... 0.30533 |================================================== AlmaLinux 8.4 ..... 0.30595 |================================================== Embree 3.13 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 67.50 |==================================================== Clear Linux 35150 . 67.36 |==================================================== CentOS Stream ..... 67.31 |==================================================== AlmaLinux 8.4 ..... 67.26 |==================================================== OpenSSL 3.0 Algorithm: RSA4096 sign/s > Higher Is Better Ubuntu 21.10 ...... 17027.4 |================================================== Clear Linux 35150 . 17010.4 |================================================== CentOS Stream ..... 16990.0 |================================================== AlmaLinux 8.4 ..... 16983.0 |================================================== OpenSSL 3.0 Algorithm: RSA4096 verify/s > Higher Is Better Ubuntu 21.10 ...... 1114763.8 |================================================ Clear Linux 35150 . 1113280.3 |================================================ CentOS Stream ..... 1114116.9 |================================================ AlmaLinux 8.4 ..... 1112587.0 |================================================ PlaidML FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU FPS > Higher Is Better Clear Linux 35150 . 1.59 |===================================================== PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU FPS > Higher Is Better Clear Linux 35150 . 4.64 |===================================================== PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU FPS > Higher Is Better Clear Linux 35150 . 16.53 |==================================================== PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU FPS > Higher Is Better Clear Linux 35150 . 703.76 |=================================================== GNU Octave Benchmark 6.3.0 Seconds < Lower Is Better Clear Linux 35150 . 4.002 |==================================================== Nginx Test: Short Connection - Connections: 1000 Requests Per Second > Higher Is Better Ubuntu 21.10 ...... 35835.87 |================================================= Nginx Test: Short Connection - Connections: 500 Requests Per Second > Higher Is Better Ubuntu 21.10 ...... 42141.95 |================================================= Nginx Test: Long Connection - Connections: 1000 Requests Per Second > Higher Is Better Ubuntu 21.10 ...... 180785.84 |================================================ Nginx Test: Long Connection - Connections: 500 Requests Per Second > Higher Is Better Ubuntu 21.10 ...... 170340.65 |================================================ GNU Octave Benchmark 6.2.0 Seconds < Lower Is Better Ubuntu 21.10 . 6.040 |========================================================= OCRMyPDF 10.3.1+dfsg Processing 60 Page PDF Document Seconds < Lower Is Better Ubuntu 21.10 . 11.60 |========================================================= Hugin Panorama Photo Assistant + Stitching Time Seconds < Lower Is Better Ubuntu 21.10 ...... 45.79 |==================================================== Timed Godot Game Engine Compilation 3.2.3 Time To Compile Seconds < Lower Is Better Ubuntu 21.10 ...... 43.52 |==================================================== AOM AV1 3.2 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 39.62 |==================================================== AOM AV1 3.2 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 35.97 |==================================================== AOM AV1 3.2 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 26.05 |==================================================== OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: SciVis FPS > Higher Is Better Ubuntu 21.10 ...... 55.56 |==================================================== Clear Linux 35150 . 55.56 |==================================================== CentOS Stream ..... 55.56 |==================================================== AlmaLinux 8.4 ..... 55.56 |==================================================== OSPray 1.8.5 Demo: NASA Streamlines - Renderer: SciVis FPS > Higher Is Better Ubuntu 21.10 ...... 111.11 |=================================================== Clear Linux 35150 . 111.11 |=================================================== CentOS Stream ..... 111.11 |=================================================== AlmaLinux 8.4 ..... 111.11 |=================================================== OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis FPS > Higher Is Better Ubuntu 21.10 ...... 83.33 |==================================================== Clear Linux 35150 . 83.33 |==================================================== CentOS Stream ..... 83.33 |==================================================== AlmaLinux 8.4 ..... 83.33 |==================================================== Chaos Group V-RAY 5 Mode: CPU vsamples > Higher Is Better Ubuntu 21.10 ...... 64272 |================================================= Clear Linux 35150 . 66785 |=================================================== CentOS Stream ..... 66119 |=================================================== AlmaLinux 8.4 ..... 67572 |==================================================== ONNX Runtime 1.8.2 Model: super-resolution-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 ...... 5292 |===================================================== CentOS Stream ..... 4783 |================================================ AlmaLinux 8.4 ..... 4363 |============================================ ONNX Runtime 1.8.2 Model: shufflenet-v2-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 ...... 5038 |===================================================== CentOS Stream ..... 4060 |=========================================== AlmaLinux 8.4 ..... 4668 |================================================= ONNX Runtime 1.8.2 Model: fcn-resnet101-11 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 ...... 191 |====================================================== CentOS Stream ..... 160 |============================================= AlmaLinux 8.4 ..... 163 |============================================== ONNX Runtime 1.8.2 Model: bertsquad-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 ...... 448 |====================================================== CentOS Stream ..... 417 |================================================== AlmaLinux 8.4 ..... 417 |================================================== ONNX Runtime 1.8.2 Model: yolov4 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 ...... 271 |====================================================== CentOS Stream ..... 194 |======================================= AlmaLinux 8.4 ..... 245 |================================================= PlaidML FP16: No - Mode: Inference - Network: NASNer Large - 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: DenseNet 201 - 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: IMDB LSTM - Device: CPU Examples Per Second > Higher Is Better NCNN 20210720 Target: CPU - Model: regnety_400m ms < Lower Is Better Ubuntu 21.10 ...... 67.12 |============================================ Clear Linux 35150 . 64.98 |=========================================== CentOS Stream ..... 78.87 |==================================================== AlmaLinux 8.4 ..... 77.96 |=================================================== NCNN 20210720 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better Ubuntu 21.10 ...... 58.79 |====================================== Clear Linux 35150 . 64.34 |========================================= CentOS Stream ..... 78.68 |=================================================== AlmaLinux 8.4 ..... 80.72 |==================================================== NCNN 20210720 Target: CPU - Model: yolov4-tiny ms < Lower Is Better Ubuntu 21.10 ...... 40.84 |============================================== Clear Linux 35150 . 42.02 |=============================================== CentOS Stream ..... 45.37 |=================================================== AlmaLinux 8.4 ..... 46.19 |==================================================== NCNN 20210720 Target: CPU - Model: resnet50 ms < Lower Is Better Ubuntu 21.10 ...... 67.78 |==================================================== Clear Linux 35150 . 50.85 |======================================= CentOS Stream ..... 53.47 |========================================= AlmaLinux 8.4 ..... 63.27 |================================================= NCNN 20210720 Target: CPU - Model: alexnet ms < Lower Is Better Ubuntu 21.10 ...... 13.01 |============================================= Clear Linux 35150 . 14.50 |================================================== CentOS Stream ..... 13.92 |================================================ AlmaLinux 8.4 ..... 15.03 |==================================================== NCNN 20210720 Target: CPU - Model: resnet18 ms < Lower Is Better Ubuntu 21.10 ...... 29.10 |=========================================== Clear Linux 35150 . 31.99 |=============================================== CentOS Stream ..... 35.17 |==================================================== AlmaLinux 8.4 ..... 24.67 |==================================== NCNN 20210720 Target: CPU - Model: vgg16 ms < Lower Is Better Ubuntu 21.10 ...... 36.63 |========================================== Clear Linux 35150 . 45.50 |==================================================== CentOS Stream ..... 44.89 |=================================================== AlmaLinux 8.4 ..... 43.46 |================================================== NCNN 20210720 Target: CPU - Model: googlenet ms < Lower Is Better Ubuntu 21.10 ...... 53.49 |======================================== Clear Linux 35150 . 69.01 |==================================================== CentOS Stream ..... 65.57 |================================================= AlmaLinux 8.4 ..... 55.57 |========================================== NCNN 20210720 Target: CPU - Model: blazeface ms < Lower Is Better Ubuntu 21.10 ...... 13.01 |=================================================== Clear Linux 35150 . 11.09 |=========================================== CentOS Stream ..... 13.27 |==================================================== AlmaLinux 8.4 ..... 13.25 |==================================================== NCNN 20210720 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better Ubuntu 21.10 ...... 38.36 |============================================= Clear Linux 35150 . 37.63 |============================================= CentOS Stream ..... 43.85 |==================================================== AlmaLinux 8.4 ..... 43.09 |=================================================== NCNN 20210720 Target: CPU - Model: mnasnet ms < Lower Is Better Ubuntu 21.10 ...... 32.34 |============================================= Clear Linux 35150 . 29.49 |========================================= CentOS Stream ..... 37.60 |==================================================== AlmaLinux 8.4 ..... 35.88 |================================================== NCNN 20210720 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better Ubuntu 21.10 ...... 25.85 |================================================ Clear Linux 35150 . 25.89 |================================================ CentOS Stream ..... 27.88 |==================================================== AlmaLinux 8.4 ..... 27.51 |=================================================== NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Ubuntu 21.10 ...... 31.07 |============================================= Clear Linux 35150 . 29.99 |=========================================== CentOS Stream ..... 34.50 |================================================== AlmaLinux 8.4 ..... 36.14 |==================================================== NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Ubuntu 21.10 ...... 32.84 |=================================== Clear Linux 35150 . 31.25 |================================== CentOS Stream ..... 37.76 |========================================= AlmaLinux 8.4 ..... 48.33 |==================================================== NCNN 20210720 Target: CPU - Model: mobilenet ms < Lower Is Better Ubuntu 21.10 ...... 59.86 |============================================ Clear Linux 35150 . 45.46 |================================= CentOS Stream ..... 71.38 |==================================================== AlmaLinux 8.4 ..... 58.72 |=========================================== Redis Memtier / Redis Benchmark Test: SET Operations Per Second > Higher Is Better Ubuntu 21.10 ...... 383801.55 |=========================== Clear Linux 35150 . 683056.48 |================================================ CentOS Stream ..... 438576.82 |=============================== AlmaLinux 8.4 ..... 447109.20 |=============================== PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 21.10 ...... 4.882 |==================================================== Clear Linux 35150 . 4.643 |================================================= CentOS Stream ..... 3.823 |========================================= AlmaLinux 8.4 ..... 3.845 |========================================= PostgreSQL pgbench 14.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write TPS > Higher Is Better Ubuntu 21.10 ...... 52720 |========================================== Clear Linux 35150 . 54550 |=========================================== CentOS Stream ..... 65500 |==================================================== AlmaLinux 8.4 ..... 65075 |==================================================== VP9 libvpx Encoding 1.10.0 Speed: Speed 5 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 14.69 |========================================= Clear Linux 35150 . 18.81 |==================================================== CentOS Stream ..... 13.57 |====================================== AlmaLinux 8.4 ..... 13.20 |==================================== GNU Radio Test: Signal Source (Cosine) MiB/s > Higher Is Better Ubuntu 21.10 .. 3737.8 |======================================================= CentOS Stream . 3293.0 |================================================ AlmaLinux 8.4 . 3441.3 |=================================================== GNU Radio Test: Five Back to Back FIR Filters MiB/s > Higher Is Better Ubuntu 21.10 .. 739.5 |======================================================== CentOS Stream . 629.9 |=============================================== AlmaLinux 8.4 . 744.4 |======================================================== Zstd Compression Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better Ubuntu 21.10 ...... 38.7 |================================================= Clear Linux 35150 . 41.5 |===================================================== CentOS Stream ..... 14.1 |================== AlmaLinux 8.4 ..... 14.3 |================== Zstd Compression Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better Clear Linux 35150 . 966.7 |==================================================== Ubuntu 21.10 ...... 163.7 |========= Clear Linux 35150 . 971.1 |==================================================== CentOS Stream ..... 327.3 |================== AlmaLinux 8.4 ..... 342.4 |================== Zstd Compression Compression Level: 3 - Compression Speed MB/s > Higher Is Better AlmaLinux 8.4 ..... 9979.8 |================================================= Ubuntu 21.10 ...... 5872.4 |============================= Clear Linux 35150 . 8081.6 |======================================== CentOS Stream ..... 10117.1 |================================================== AlmaLinux 8.4 ..... 10094.4 |================================================== High Performance Conjugate Gradient 3.1 GFLOP/s > Higher Is Better Ubuntu 21.10 ...... 34.83 |==================================================== Clear Linux 35150 . 33.28 |================================================== CentOS Stream ..... 25.89 |======================================= AlmaLinux 8.4 ..... 25.03 |=====================================