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 CentOS Stream 8 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 WireGuard + Linux Networking Stack Stress Test Seconds < Lower Is Better Ubuntu 21.10 ...... 405.00 |=================================================== Clear Linux 35150 . 323.81 |========================================= 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 |======================================= 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 |================================================== NWChem 7.0.2 Input: C240 Buckyball Seconds < Lower Is Better Ubuntu 21.10 ...... 1858.5 |=================================================== Clear Linux 35150 . 1811.5 |================================================== Quantum ESPRESSO 6.8 Input: AUSURF112 Seconds < Lower Is Better Ubuntu 21.10 ...... 243.14 |========================================= CentOS Stream ..... 299.48 |=================================================== Zstd Compression Compression Level: 3 - Compression Speed MB/s > Higher Is Better Ubuntu 21.10 ...... 5872.4 |============================= Clear Linux 35150 . 8081.6 |======================================== CentOS Stream ..... 10117.1 |================================================== 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 |=============================================== Zstd Compression Compression Level: 8 - Compression Speed MB/s > Higher Is Better Ubuntu 21.10 ...... 3228.3 |================================== Clear Linux 35150 . 4782.8 |================================================== Clear Linux 35150 . 4832.4 |=================================================== CentOS Stream ..... 3538.1 |===================================== Zstd Compression Compression Level: 8 - Decompression Speed MB/s > Higher Is Better Ubuntu 21.10 .. 3828.6 |==================================================== CentOS Stream . 4057.3 |======================================================= 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 |============================================ 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 |================================================== Zstd Compression Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better Ubuntu 21.10 ...... 163.7 |========= Clear Linux 35150 . 971.1 |==================================================== Clear Linux 35150 . 966.7 |==================================================== CentOS Stream ..... 327.3 |================== 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 |=============================================== 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 |================== 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 |=============================================== 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 |================== 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 |=================================================== GNU Radio Test: Five Back to Back FIR Filters MiB/s > Higher Is Better Ubuntu 21.10 .. 739.5 |======================================================== CentOS Stream . 629.9 |================================================ GNU Radio Test: Signal Source (Cosine) MiB/s > Higher Is Better Ubuntu 21.10 .. 3737.8 |======================================================= CentOS Stream . 3293.0 |================================================ GNU Radio Test: FIR Filter MiB/s > Higher Is Better Ubuntu 21.10 .. 790.5 |======================================================= CentOS Stream . 803.9 |======================================================== GNU Radio Test: IIR Filter MiB/s > Higher Is Better Ubuntu 21.10 .. 708.8 |======================================================== CentOS Stream . 679.6 |====================================================== GNU Radio Test: FM Deemphasis Filter MiB/s > Higher Is Better Ubuntu 21.10 .. 881.2 |======================================================== CentOS Stream . 743.0 |=============================================== GNU Radio Test: Hilbert Transform MiB/s > Higher Is Better Ubuntu 21.10 .. 438.7 |======================================================== CentOS Stream . 442.5 |======================================================== 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 |==================================================== 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 |=================================================== 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 |=================================================== 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 |==================================================== AOM AV1 3.2 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 26.05 |==================================================== 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 10 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 21.10 ...... 39.62 |==================================================== 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 |==================================================== 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 |==================================================== 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 |============================================= 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 |=================================================== 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 |=============================================== 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 |================================================ 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 |================================================== 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 |=============================================== 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 |=============================================== 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 |====================================== 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 |================================================= 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 |=================================================== 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 |===================================================== Timed Godot Game Engine Compilation 3.2.3 Time To Compile Seconds < Lower Is Better Ubuntu 21.10 ...... 43.52 |==================================================== Timed Linux Kernel Compilation 5.14 Time To Compile Seconds < Lower Is Better Ubuntu 21.10 ...... 19.99 |==================================================== CentOS Stream ..... 19.93 |==================================================== 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 |========================= 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 |========================= Timed Node.js Compilation 15.11 Time To Compile Seconds < Lower Is Better Ubuntu 21.10 ...... 80.25 |==================================================== CentOS Stream ..... 76.40 |================================================== 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 |================================================ Numpy Benchmark Score > Higher Is Better Ubuntu 21.10 ...... 437.03 |======================================== Clear Linux 35150 . 556.66 |=================================================== CentOS Stream ..... 480.38 |============================================ Timed Wasmer Compilation 1.0.2 Time To Compile Seconds < Lower Is Better Ubuntu 21.10 ...... 43.90 |==================================================== CentOS Stream ..... 37.01 |============================================ OpenSSL 3.0 Algorithm: SHA256 byte/s > Higher Is Better Ubuntu 21.10 ...... 98548642883 |=========================================== Clear Linux 35150 . 103218599120 |============================================= CentOS Stream ..... 89907498373 |======================================= OpenSSL 3.0 Algorithm: RSA4096 sign/s > Higher Is Better Ubuntu 21.10 ...... 17027.4 |================================================== Clear Linux 35150 . 17010.4 |================================================== CentOS Stream ..... 16990.0 |================================================== OpenSSL 3.0 Algorithm: RSA4096 verify/s > Higher Is Better Ubuntu 21.10 ...... 1114763.8 |================================================ Clear Linux 35150 . 1113280.3 |================================================ CentOS Stream ..... 1114116.9 |================================================ OpenSSL sign/s > Higher Is Better Ubuntu 21.10 ...... 17090.0 |================================================== Clear Linux 35150 . 17024.7 |================================================== CentOS Stream ..... 17076.6 |================================================== OpenSSL verify/s > Higher Is Better Ubuntu 21.10 ...... 1104066.2 |=============================================== Clear Linux 35150 . 1116179.5 |================================================ CentOS Stream ..... 1107523.8 |================================================ 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 |================================================= 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 |================================================= 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 |============================================= 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 |================================================ 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 |============================================== 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 |==================================================== 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 |========================================= 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 |==================================================== 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 |============================================= ASTC Encoder 3.2 Preset: Thorough Seconds < Lower Is Better Ubuntu 21.10 ...... 5.0476 |=================================================== Clear Linux 35150 . 4.9429 |================================================== CentOS Stream ..... 4.8542 |================================================= ASTC Encoder 3.2 Preset: Exhaustive Seconds < Lower Is Better Ubuntu 21.10 ...... 9.3335 |=================================================== Clear Linux 35150 . 9.0497 |================================================= CentOS Stream ..... 9.4231 |=================================================== GEGL Operation: Crop Seconds < Lower Is Better Ubuntu 21.10 ...... 7.770 |============= Clear Linux 35150 . 6.003 |========== CentOS Stream ..... 29.542 |=================================================== GEGL Operation: Scale Seconds < Lower Is Better Ubuntu 21.10 ...... 6.858 |============ Clear Linux 35150 . 4.804 |======== CentOS Stream ..... 29.354 |=================================================== GEGL Operation: Reflect Seconds < Lower Is Better Ubuntu 21.10 ...... 27.90 |================================================= Clear Linux 35150 . 23.37 |========================================= CentOS Stream ..... 29.34 |==================================================== GEGL Operation: Color Enhance Seconds < Lower Is Better Ubuntu 21.10 ...... 49.84 |==================================================== Clear Linux 35150 . 35.91 |===================================== CentOS Stream ..... 29.41 |=============================== GEGL Operation: Rotate 90 Degrees Seconds < Lower Is Better Ubuntu 21.10 ...... 36.28 |==================================================== Clear Linux 35150 . 31.16 |============================================= CentOS Stream ..... 29.29 |========================================== Hugin Panorama Photo Assistant + Stitching Time Seconds < Lower Is Better Ubuntu 21.10 ...... 45.79 |==================================================== Inkscape Operation: SVG Files To PNG Seconds < Lower Is Better CentOS Stream ..... 24.88 |==================================================== OCRMyPDF 10.3.1+dfsg Processing 60 Page PDF Document Seconds < Lower Is Better Ubuntu 21.10 . 11.60 |========================================================= GNU Octave Benchmark 6.2.0 Seconds < Lower Is Better Ubuntu 21.10 . 6.040 |========================================================= RawTherapee Total Benchmark Time Seconds < Lower Is Better Ubuntu 21.10 ...... 49.94 |==================================================== Clear Linux 35150 . 40.83 |=========================================== 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 |============================ 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 |=============================== 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 |========================= 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 |=========================== 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 |=============================== NCNN 20210720 Target: CPU - Model: mobilenet ms < Lower Is Better Ubuntu 21.10 ...... 59.86 |============================================ Clear Linux 35150 . 45.46 |================================= CentOS Stream ..... 71.38 |==================================================== 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 |==================================================== 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 |==================================================== 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 |==================================================== NCNN 20210720 Target: CPU - Model: mnasnet ms < Lower Is Better Ubuntu 21.10 ...... 32.34 |============================================= Clear Linux 35150 . 29.49 |========================================= CentOS Stream ..... 37.60 |==================================================== 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 |==================================================== NCNN 20210720 Target: CPU - Model: blazeface ms < Lower Is Better Ubuntu 21.10 ...... 13.01 |=================================================== Clear Linux 35150 . 11.09 |=========================================== CentOS Stream ..... 13.27 |==================================================== NCNN 20210720 Target: CPU - Model: googlenet ms < Lower Is Better Ubuntu 21.10 ...... 53.49 |======================================== Clear Linux 35150 . 69.01 |==================================================== CentOS Stream ..... 65.57 |================================================= NCNN 20210720 Target: CPU - Model: vgg16 ms < Lower Is Better Ubuntu 21.10 ...... 36.63 |========================================== Clear Linux 35150 . 45.50 |==================================================== CentOS Stream ..... 44.89 |=================================================== NCNN 20210720 Target: CPU - Model: resnet18 ms < Lower Is Better Ubuntu 21.10 ...... 29.10 |=========================================== Clear Linux 35150 . 31.99 |=============================================== CentOS Stream ..... 35.17 |==================================================== NCNN 20210720 Target: CPU - Model: alexnet ms < Lower Is Better Ubuntu 21.10 ...... 13.01 |=============================================== Clear Linux 35150 . 14.50 |==================================================== CentOS Stream ..... 13.92 |================================================== NCNN 20210720 Target: CPU - Model: resnet50 ms < Lower Is Better Ubuntu 21.10 ...... 67.78 |==================================================== Clear Linux 35150 . 50.85 |======================================= CentOS Stream ..... 53.47 |========================================= 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 |==================================================== 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 |==================================================== 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 |==================================================== 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 |========================================= 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 |============================================== 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 |=============================================== 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 |======================================== 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 |==================================================== 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 |==================================================== PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU FPS > Higher Is Better Ubuntu 21.10 ...... 8.53 |===================================================== Clear Linux 35150 . 8.39 |==================================================== CentOS Stream ..... 8.14 |=================================================== PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: Inception V3 - Device: CPU Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU Examples Per Second > Higher Is Better 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 |==================================================== 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 |=================================================== ONNX Runtime 1.8.2 Model: yolov4 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 ...... 271 |====================================================== CentOS Stream ..... 194 |======================================= ONNX Runtime 1.8.2 Model: bertsquad-10 - Device: OpenMP CPU Inferences Per Minute > Higher Is Better Ubuntu 21.10 ...... 448 |====================================================== CentOS Stream ..... 417 |================================================== 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 |============================================= 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 |=========================================== 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 |================================================ PyBench 2018-02-16 Total For Average Test Times Milliseconds < Lower Is Better Ubuntu 21.10 ...... 866 |=============================================== Clear Linux 35150 . 881 |================================================ CentOS Stream ..... 990 |====================================================== PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better Ubuntu 21.10 ...... 220 |=============================================== Clear Linux 35150 . 221 |=============================================== CentOS Stream ..... 254 |====================================================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better Ubuntu 21.10 ...... 98.4 |================================================ Clear Linux 35150 . 98.3 |================================================ CentOS Stream ..... 106.0 |==================================================== PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better Ubuntu 21.10 ...... 109 |================================================== Clear Linux 35150 . 111 |=================================================== CentOS Stream ..... 117 |====================================================== PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better Ubuntu 21.10 ...... 15.2 |============================================== Clear Linux 35150 . 13.5 |========================================= CentOS Stream ..... 17.5 |===================================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better Ubuntu 21.10 ...... 414 |============================================ Clear Linux 35150 . 409 |=========================================== CentOS Stream ..... 513 |====================================================== 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 |===================================================== 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 |===================================================== PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better Ubuntu 21.10 ...... 151 |============================================= Clear Linux 35150 . 146 |============================================ CentOS Stream ..... 180 |====================================================== 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 |==================================================== 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 |===================================================== PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better Ubuntu 21.10 ...... 388 |============================================= Clear Linux 35150 . 376 |=========================================== CentOS Stream ..... 470 |====================================================== Nginx Test: Long Connection - Connections: 500 Requests Per Second > Higher Is Better Ubuntu 21.10 ...... 170340.65 |================================================ Nginx Test: Long Connection - Connections: 1000 Requests Per Second > Higher Is Better Ubuntu 21.10 ...... 180785.84 |================================================ Nginx Test: Short Connection - Connections: 500 Requests Per Second > Higher Is Better Ubuntu 21.10 ...... 42141.95 |================================================= Nginx Test: Short Connection - Connections: 1000 Requests Per Second > Higher Is Better Ubuntu 21.10 ...... 35835.87 |================================================= 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 |================================================== 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 |=================================================== Chaos Group V-RAY 5 Mode: CPU vsamples > Higher Is Better Ubuntu 21.10 ...... 64272 |================================================== Clear Linux 35150 . 66785 |==================================================== CentOS Stream ..... 66119 |=================================================== GNU Octave Benchmark 6.3.0 Seconds < Lower Is Better Clear Linux 35150 . 4.002 |==================================================== PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU FPS > Higher Is Better Clear Linux 35150 . 703.76 |=================================================== PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU FPS > Higher Is Better Clear Linux 35150 . 16.53 |==================================================== 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: NASNer Large - Device: CPU FPS > Higher Is Better Clear Linux 35150 . 1.59 |===================================================== GNU Octave Benchmark 5.2.0 Seconds < Lower Is Better CentOS Stream . 4.930 |======================================================== CentOS Stream . 4.918 |========================================================