Arch Linux Kernels Benchmarks by Michael Larabel for a future article. 6.1.7-arch1-1: Processor: AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR X670E HERO (0805 BIOS), Chipset: AMD Device 14d8, Memory: 32GB, Disk: 2048GB SOLIDIGM SSDPFKKW020X7 + 257GB Flash Drive, Graphics: AMD Radeon RX 6800 XT 16GB, Audio: AMD Navi 21/23, Monitor: ASUS MG28U, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS: EndeavourOS rolling, Kernel: 6.1.7-arch1-1 (x86_64), Desktop: KDE Plasma 5.26.5, Display Server: X Server 1.21.1.6, OpenGL: 4.6 Mesa 22.3.3 (LLVM 15.0.7 DRM 3.49), Compiler: GCC 12.2.1 20230111 + Clang 15.0.7, File-System: ext4, Screen Resolution: 1920x1080 6.1.7-zen1-1-zen: Processor: AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR X670E HERO (0805 BIOS), Chipset: AMD Device 14d8, Memory: 32GB, Disk: 2048GB SOLIDIGM SSDPFKKW020X7 + 257GB Flash Drive, Graphics: AMD Radeon RX 6800 XT 16GB, Audio: AMD Navi 21/23, Monitor: ASUS MG28U, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS: EndeavourOS rolling, Kernel: 6.1.7-zen1-1-zen (x86_64), Desktop: KDE Plasma 5.26.5, Display Server: X Server 1.21.1.6, OpenGL: 4.6 Mesa 22.3.3 (LLVM 15.0.7 DRM 3.49), Compiler: GCC 12.2.1 20230111 + Clang 15.0.7, File-System: ext4, Screen Resolution: 1920x1080 6.1.7-hardened1-1-hardened: Processor: AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR X670E HERO (0805 BIOS), Chipset: AMD Device 14d8, Memory: 32GB, Disk: 2048GB SOLIDIGM SSDPFKKW020X7 + 257GB Flash Drive, Graphics: AMD Radeon RX 6800 XT 16GB, Audio: AMD Navi 21/23, Monitor: ASUS MG28U, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS: EndeavourOS rolling, Kernel: 6.1.7-hardened1-1-hardened (x86_64), Desktop: KDE Plasma 5.26.5, Display Server: X Server 1.21.1.6, OpenGL: 4.6 Mesa 22.3.3 (LLVM 15.0.7 DRM 3.49), Compiler: GCC 12.2.1 20230111 + Clang 15.0.7, File-System: ext4, Screen Resolution: 1920x1080 5.15.89-1-lts: Processor: AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR X670E HERO (0805 BIOS), Chipset: AMD Device 14d8, Memory: 32GB, Disk: 2048GB SOLIDIGM SSDPFKKW020X7 + 257GB Flash Drive, Graphics: AMD Radeon RX 6800 XT 16GB, Audio: AMD Navi 21/23, Monitor: ASUS MG28U, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS: EndeavourOS rolling, Kernel: 5.15.89-1-lts (x86_64), Desktop: KDE Plasma 5.26.5, Display Server: X Server 1.21.1.6, OpenGL: 4.6 Mesa 22.3.3 (LLVM 15.0.7 DRM 3.42), Compiler: GCC 12.2.1 20230111 + Clang 15.0.7, File-System: ext4, Screen Resolution: 1920x1080 6.0.5.14.realtime1-3-rt: Processor: AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR X670E HERO (0805 BIOS), Chipset: AMD Device 14d8, Memory: 32GB, Disk: 2048GB SOLIDIGM SSDPFKKW020X7 + 257GB Flash Drive, Graphics: AMD Radeon RX 6800 XT 16GB, Audio: AMD Navi 21/23, Monitor: ASUS MG28U, Network: Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS: EndeavourOS rolling, Kernel: 6.0.5.14.realtime1-3-rt (x86_64), Desktop: KDE Plasma 5.26.5, Display Server: X Server 1.21.1.6, OpenGL: 4.6 Mesa 22.3.3 (LLVM 15.0.7 DRM 3.48), Compiler: GCC 12.2.1 20230111 + Clang 15.0.7, File-System: ext4, Screen Resolution: 1920x1080 DDraceNetwork 16.3.2 Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore2 Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 4910.03 |========================================= 6.1.7-zen1-1-zen ........... 4891.85 |========================================= 6.1.7-hardened1-1-hardened . 4924.68 |========================================= 5.15.89-1-lts .............. 4815.94 |======================================== 6.0.5.14.realtime1-3-rt .... 4881.24 |========================================= DDraceNetwork 16.3.2 Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: RaiNyMore2 Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 4861.04 |========================================= 6.1.7-zen1-1-zen ........... 4860.42 |========================================= 6.1.7-hardened1-1-hardened . 4872.72 |========================================= 5.15.89-1-lts .............. 4773.40 |======================================== 6.0.5.14.realtime1-3-rt .... 4838.30 |========================================= DDraceNetwork 16.3.2 Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: Multeasymap Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 1507.17 |====================================== 6.1.7-zen1-1-zen ........... 1611.19 |========================================= 6.1.7-hardened1-1-hardened . 1511.62 |====================================== 5.15.89-1-lts .............. 1421.67 |==================================== 6.0.5.14.realtime1-3-rt .... 1263.69 |================================ Tesseract 2014-05-12 Resolution: 1920 x 1080 Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 973.78 |========================================= 6.1.7-zen1-1-zen ........... 973.63 |========================================= 6.1.7-hardened1-1-hardened . 978.75 |========================================= 5.15.89-1-lts .............. 717.84 |============================== 6.0.5.14.realtime1-3-rt .... 996.09 |========================================== Unvanquished 0.53 Resolution: 1920 x 1080 - Effects Quality: Ultra Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 463.2 |================================== 6.1.7-zen1-1-zen ........... 462.3 |================================== 6.1.7-hardened1-1-hardened . 399.6 |============================== 5.15.89-1-lts .............. 369.1 |=========================== 6.0.5.14.realtime1-3-rt .... 581.0 |=========================================== Xonotic 0.8.5 Resolution: 1920 x 1080 - Effects Quality: Ultimate Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 563.90 |======================================== 6.1.7-zen1-1-zen ........... 599.30 |========================================== 6.1.7-hardened1-1-hardened . 562.15 |======================================= 5.15.89-1-lts .............. 373.10 |========================== 6.0.5.14.realtime1-3-rt .... 419.83 |============================= yquake2 8.10 Renderer: OpenGL 3.x - AF: On - MSAA: On - Resolution: 1920 x 1080 Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 2091.2 |====================================== 6.1.7-zen1-1-zen ........... 2191.2 |======================================== 6.1.7-hardened1-1-hardened . 1914.9 |=================================== 5.15.89-1-lts .............. 1601.3 |============================= 6.0.5.14.realtime1-3-rt .... 2321.2 |========================================== miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 GFInst/s > Higher Is Better 6.1.7-arch1-1 .............. 1418.41 |========================================= 6.1.7-zen1-1-zen ........... 1415.40 |========================================= 6.1.7-hardened1-1-hardened . 1418.55 |========================================= 5.15.89-1-lts .............. 1419.11 |========================================= 6.0.5.14.realtime1-3-rt .... 1414.43 |========================================= miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 Billion Interactions/s > Higher Is Better 6.1.7-arch1-1 .............. 56.74 |=========================================== 6.1.7-zen1-1-zen ........... 56.62 |=========================================== 6.1.7-hardened1-1-hardened . 56.74 |=========================================== 5.15.89-1-lts .............. 56.77 |=========================================== 6.0.5.14.realtime1-3-rt .... 56.58 |=========================================== SVT-AV1 1.4 Encoder Mode: Preset 4 - Input: Bosphorus 4K Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 5.617 |=========================================== 6.1.7-zen1-1-zen ........... 5.620 |=========================================== 6.1.7-hardened1-1-hardened . 5.445 |========================================== 5.15.89-1-lts .............. 4.993 |====================================== 6.0.5.14.realtime1-3-rt .... 5.513 |========================================== SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 72.20 |=========================================== 6.1.7-zen1-1-zen ........... 71.23 |========================================== 6.1.7-hardened1-1-hardened . 70.02 |========================================== 5.15.89-1-lts .............. 61.92 |===================================== 6.0.5.14.realtime1-3-rt .... 69.36 |========================================= SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 4K Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 207.25 |========================================= 6.1.7-zen1-1-zen ........... 209.84 |========================================== 6.1.7-hardened1-1-hardened . 198.22 |======================================== 5.15.89-1-lts .............. 173.79 |=================================== 6.0.5.14.realtime1-3-rt .... 203.92 |========================================= SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 4K Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 211.52 |========================================= 6.1.7-zen1-1-zen ........... 214.56 |========================================== 6.1.7-hardened1-1-hardened . 206.80 |======================================== 5.15.89-1-lts .............. 182.83 |==================================== 6.0.5.14.realtime1-3-rt .... 210.97 |========================================= uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Medium Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 17.39 |=========================================== 6.1.7-zen1-1-zen ........... 17.27 |=========================================== 6.1.7-hardened1-1-hardened . 17.08 |========================================== 5.15.89-1-lts .............. 16.63 |========================================= 6.0.5.14.realtime1-3-rt .... 17.01 |========================================== uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Very Fast Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 47.62 |=========================================== 6.1.7-zen1-1-zen ........... 47.34 |=========================================== 6.1.7-hardened1-1-hardened . 46.58 |========================================== 5.15.89-1-lts .............. 42.51 |====================================== 6.0.5.14.realtime1-3-rt .... 45.65 |========================================= uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Super Fast Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 51.79 |=========================================== 6.1.7-zen1-1-zen ........... 51.73 |=========================================== 6.1.7-hardened1-1-hardened . 50.74 |========================================== 5.15.89-1-lts .............. 45.82 |====================================== 6.0.5.14.realtime1-3-rt .... 49.32 |========================================= uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Ultra Fast Frames Per Second > Higher Is Better 6.1.7-arch1-1 .............. 60.67 |=========================================== 6.1.7-zen1-1-zen ........... 60.59 |=========================================== 6.1.7-hardened1-1-hardened . 58.26 |========================================= 5.15.89-1-lts .............. 52.94 |====================================== 6.0.5.14.realtime1-3-rt .... 56.39 |======================================== 7-Zip Compression 22.01 Test: Compression Rating MIPS > Higher Is Better 6.1.7-arch1-1 .............. 190902 |========================================== 6.1.7-zen1-1-zen ........... 190531 |========================================== 6.1.7-hardened1-1-hardened . 165881 |==================================== 5.15.89-1-lts .............. 168324 |===================================== 6.0.5.14.realtime1-3-rt .... 182844 |======================================== 7-Zip Compression 22.01 Test: Decompression Rating MIPS > Higher Is Better 6.1.7-arch1-1 .............. 184398 |========================================== 6.1.7-zen1-1-zen ........... 184331 |========================================== 6.1.7-hardened1-1-hardened . 182936 |========================================== 5.15.89-1-lts .............. 183737 |========================================== 6.0.5.14.realtime1-3-rt .... 183371 |========================================== Timed FFmpeg Compilation 4.4 Time To Compile Seconds < Lower Is Better 6.1.7-arch1-1 .............. 21.52 |======================================== 6.1.7-zen1-1-zen ........... 21.69 |======================================== 6.1.7-hardened1-1-hardened . 23.08 |=========================================== 5.15.89-1-lts .............. 21.92 |========================================= 6.0.5.14.realtime1-3-rt .... 22.07 |========================================= Timed Godot Game Engine Compilation 3.2.3 Time To Compile Seconds < Lower Is Better 6.1.7-arch1-1 .............. 49.41 |====================================== 6.1.7-zen1-1-zen ........... 49.92 |======================================= 6.1.7-hardened1-1-hardened . 55.69 |=========================================== 5.15.89-1-lts .............. 51.86 |======================================== 6.0.5.14.realtime1-3-rt .... 52.65 |========================================= Timed Linux Kernel Compilation 6.1 Build: defconfig Seconds < Lower Is Better 6.1.7-arch1-1 .............. 50.36 |====================================== 6.1.7-zen1-1-zen ........... 50.81 |====================================== 6.1.7-hardened1-1-hardened . 57.53 |=========================================== 5.15.89-1-lts .............. 50.77 |====================================== 6.0.5.14.realtime1-3-rt .... 53.01 |======================================== Timed LLVM Compilation 13.0 Build System: Ninja Seconds < Lower Is Better 6.1.7-arch1-1 .............. 252.75 |====================================== 6.1.7-zen1-1-zen ........... 255.07 |======================================= 6.1.7-hardened1-1-hardened . 277.84 |========================================== 5.15.89-1-lts .............. 253.51 |====================================== 6.0.5.14.realtime1-3-rt .... 261.53 |======================================== Timed MPlayer Compilation 1.5 Time To Compile Seconds < Lower Is Better 6.1.7-arch1-1 .............. 15.23 |======================================= 6.1.7-zen1-1-zen ........... 15.33 |======================================== 6.1.7-hardened1-1-hardened . 16.60 |=========================================== 5.15.89-1-lts .............. 15.87 |========================================= 6.0.5.14.realtime1-3-rt .... 15.74 |========================================= TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: ResNet-50 images/sec > Higher Is Better 6.1.7-arch1-1 .............. 42.35 |=========================================== 6.1.7-zen1-1-zen ........... 42.19 |=========================================== 6.1.7-hardened1-1-hardened . 42.49 |=========================================== 5.15.89-1-lts .............. 37.63 |====================================== 6.0.5.14.realtime1-3-rt .... 41.69 |========================================== TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: ResNet-50 images/sec > Higher Is Better 6.1.7-arch1-1 .............. 43.93 |=========================================== 6.1.7-zen1-1-zen ........... 43.88 |=========================================== 6.1.7-hardened1-1-hardened . 44.11 |=========================================== 5.15.89-1-lts .............. 40.67 |======================================== 6.0.5.14.realtime1-3-rt .... 43.84 |=========================================== SQLite Speedtest 3.30 Timed Time - Size 1,000 Seconds < Lower Is Better 6.1.7-arch1-1 .............. 33.87 |=============================== 6.1.7-zen1-1-zen ........... 33.95 |=============================== 6.1.7-hardened1-1-hardened . 47.39 |=========================================== 5.15.89-1-lts .............. 36.50 |================================= 6.0.5.14.realtime1-3-rt .... 35.46 |================================ Darktable 4.2.0 Test: Boat - Acceleration: CPU-only Seconds < Lower Is Better 6.1.7-arch1-1 .............. 2.264 |======================================= 6.1.7-zen1-1-zen ........... 2.325 |======================================== 6.1.7-hardened1-1-hardened . 2.526 |=========================================== 5.15.89-1-lts .............. 2.340 |======================================== 6.0.5.14.realtime1-3-rt .... 2.427 |========================================= Darktable 4.2.0 Test: Masskrug - Acceleration: CPU-only Seconds < Lower Is Better 6.1.7-arch1-1 .............. 2.483 |=================================== 6.1.7-zen1-1-zen ........... 2.502 |==================================== 6.1.7-hardened1-1-hardened . 3.011 |=========================================== 5.15.89-1-lts .............. 2.717 |======================================= 6.0.5.14.realtime1-3-rt .... 2.795 |======================================== Darktable 4.2.0 Test: Server Rack - Acceleration: CPU-only Seconds < Lower Is Better 6.1.7-arch1-1 .............. 0.161 |========================================= 6.1.7-zen1-1-zen ........... 0.162 |========================================== 6.1.7-hardened1-1-hardened . 0.160 |========================================= 5.15.89-1-lts .............. 0.156 |======================================== 6.0.5.14.realtime1-3-rt .... 0.167 |=========================================== Darktable 4.2.0 Test: Server Room - Acceleration: CPU-only Seconds < Lower Is Better 6.1.7-arch1-1 .............. 2.200 |===================================== 6.1.7-zen1-1-zen ........... 2.221 |====================================== 6.1.7-hardened1-1-hardened . 2.543 |=========================================== 5.15.89-1-lts .............. 2.326 |======================================= 6.0.5.14.realtime1-3-rt .... 2.410 |========================================= GIMP 2.10.32 Test: resize Seconds < Lower Is Better 6.1.7-arch1-1 .............. 11.22 |================================= 6.1.7-zen1-1-zen ........... 11.43 |================================= 6.1.7-hardened1-1-hardened . 14.74 |=========================================== 5.15.89-1-lts .............. 12.63 |===================================== 6.0.5.14.realtime1-3-rt .... 12.69 |===================================== GIMP 2.10.32 Test: rotate Seconds < Lower Is Better 6.1.7-arch1-1 .............. 7.735 |=========================== 6.1.7-zen1-1-zen ........... 7.764 |=========================== 6.1.7-hardened1-1-hardened . 12.165 |========================================== 5.15.89-1-lts .............. 9.697 |================================= 6.0.5.14.realtime1-3-rt .... 9.601 |================================= GIMP 2.10.32 Test: auto-levels Seconds < Lower Is Better 6.1.7-arch1-1 .............. 9.052 |============================ 6.1.7-zen1-1-zen ........... 9.292 |============================ 6.1.7-hardened1-1-hardened . 13.771 |========================================== 5.15.89-1-lts .............. 10.867 |================================= 6.0.5.14.realtime1-3-rt .... 11.317 |=================================== GIMP 2.10.32 Test: unsharp-mask Seconds < Lower Is Better 6.1.7-arch1-1 .............. 11.22 |============================= 6.1.7-zen1-1-zen ........... 11.51 |============================== 6.1.7-hardened1-1-hardened . 16.72 |=========================================== 5.15.89-1-lts .............. 13.35 |================================== 6.0.5.14.realtime1-3-rt .... 15.52 |======================================== GNU Octave Benchmark 7.3.0 Seconds < Lower Is Better 6.1.7-arch1-1 .............. 3.673 |============================= 6.1.7-zen1-1-zen ........... 3.688 |============================= 6.1.7-hardened1-1-hardened . 5.460 |=========================================== 5.15.89-1-lts .............. 4.652 |===================================== 6.0.5.14.realtime1-3-rt .... 4.741 |===================================== Neural Magic DeepSparse 1.3.2 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better 6.1.7-arch1-1 .............. 12.65 |=========================================== 6.1.7-zen1-1-zen ........... 12.62 |=========================================== 6.1.7-hardened1-1-hardened . 12.62 |=========================================== 5.15.89-1-lts .............. 12.45 |========================================== 6.0.5.14.realtime1-3-rt .... 12.62 |=========================================== Neural Magic DeepSparse 1.3.2 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better 6.1.7-arch1-1 .............. 629.92 |========================================= 6.1.7-zen1-1-zen ........... 631.00 |========================================== 6.1.7-hardened1-1-hardened . 631.25 |========================================== 5.15.89-1-lts .............. 637.77 |========================================== 6.0.5.14.realtime1-3-rt .... 631.04 |========================================== Neural Magic DeepSparse 1.3.2 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better 6.1.7-arch1-1 .............. 444.12 |========================================== 6.1.7-zen1-1-zen ........... 441.80 |========================================== 6.1.7-hardened1-1-hardened . 441.72 |========================================== 5.15.89-1-lts .............. 408.81 |======================================= 6.0.5.14.realtime1-3-rt .... 438.49 |========================================= Neural Magic DeepSparse 1.3.2 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better 6.1.7-arch1-1 .............. 18.00 |======================================== 6.1.7-zen1-1-zen ........... 18.09 |======================================== 6.1.7-hardened1-1-hardened . 18.10 |======================================== 5.15.89-1-lts .............. 19.54 |=========================================== 6.0.5.14.realtime1-3-rt .... 18.23 |======================================== Neural Magic DeepSparse 1.3.2 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better 6.1.7-arch1-1 .............. 102.36 |========================================== 6.1.7-zen1-1-zen ........... 100.35 |========================================= 6.1.7-hardened1-1-hardened . 99.30 |========================================= 5.15.89-1-lts .............. 93.18 |====================================== 6.0.5.14.realtime1-3-rt .... 100.37 |========================================= Neural Magic DeepSparse 1.3.2 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better 6.1.7-arch1-1 .............. 78.13 |======================================= 6.1.7-zen1-1-zen ........... 79.69 |======================================== 6.1.7-hardened1-1-hardened . 80.53 |======================================== 5.15.89-1-lts .............. 85.76 |=========================================== 6.0.5.14.realtime1-3-rt .... 79.68 |======================================== Neural Magic DeepSparse 1.3.2 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better 6.1.7-arch1-1 .............. 115.44 |========================================== 6.1.7-zen1-1-zen ........... 114.72 |========================================== 6.1.7-hardened1-1-hardened . 115.99 |========================================== 5.15.89-1-lts .............. 108.33 |======================================= 6.0.5.14.realtime1-3-rt .... 115.97 |========================================== Neural Magic DeepSparse 1.3.2 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better 6.1.7-arch1-1 .............. 69.23 |======================================== 6.1.7-zen1-1-zen ........... 69.68 |========================================= 6.1.7-hardened1-1-hardened . 68.89 |======================================== 5.15.89-1-lts .............. 73.73 |=========================================== 6.0.5.14.realtime1-3-rt .... 68.88 |======================================== Neural Magic DeepSparse 1.3.2 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better 6.1.7-arch1-1 .............. 299.28 |========================================== 6.1.7-zen1-1-zen ........... 299.21 |========================================== 6.1.7-hardened1-1-hardened . 296.72 |========================================== 5.15.89-1-lts .............. 292.93 |========================================= 6.0.5.14.realtime1-3-rt .... 296.76 |========================================== Neural Magic DeepSparse 1.3.2 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better 6.1.7-arch1-1 .............. 26.72 |========================================== 6.1.7-zen1-1-zen ........... 26.73 |========================================== 6.1.7-hardened1-1-hardened . 26.94 |========================================== 5.15.89-1-lts .............. 27.29 |=========================================== 6.0.5.14.realtime1-3-rt .... 26.95 |========================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better 6.1.7-arch1-1 .............. 184.26 |========================================== 6.1.7-zen1-1-zen ........... 185.56 |========================================== 6.1.7-hardened1-1-hardened . 183.49 |========================================== 5.15.89-1-lts .............. 179.91 |========================================= 6.0.5.14.realtime1-3-rt .... 183.47 |========================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better 6.1.7-arch1-1 .............. 43.41 |========================================== 6.1.7-zen1-1-zen ........... 43.09 |========================================== 6.1.7-hardened1-1-hardened . 43.59 |========================================== 5.15.89-1-lts .............. 44.43 |=========================================== 6.0.5.14.realtime1-3-rt .... 43.59 |========================================== Neural Magic DeepSparse 1.3.2 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better 6.1.7-arch1-1 .............. 40.03 |=========================================== 6.1.7-zen1-1-zen ........... 40.10 |=========================================== 6.1.7-hardened1-1-hardened . 39.64 |=========================================== 5.15.89-1-lts .............. 38.55 |========================================= 6.0.5.14.realtime1-3-rt .... 39.28 |========================================== Neural Magic DeepSparse 1.3.2 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better 6.1.7-arch1-1 .............. 199.64 |======================================== 6.1.7-zen1-1-zen ........... 199.22 |======================================== 6.1.7-hardened1-1-hardened . 201.70 |========================================= 5.15.89-1-lts .............. 207.35 |========================================== 6.0.5.14.realtime1-3-rt .... 203.44 |========================================= Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better 6.1.7-arch1-1 .............. 95.74 |=========================================== 6.1.7-zen1-1-zen ........... 95.54 |=========================================== 6.1.7-hardened1-1-hardened . 95.71 |=========================================== 5.15.89-1-lts .............. 94.53 |========================================== 6.0.5.14.realtime1-3-rt .... 95.29 |=========================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better 6.1.7-arch1-1 .............. 83.55 |========================================== 6.1.7-zen1-1-zen ........... 83.73 |=========================================== 6.1.7-hardened1-1-hardened . 83.58 |========================================== 5.15.89-1-lts .............. 84.60 |=========================================== 6.0.5.14.realtime1-3-rt .... 83.94 |=========================================== Neural Magic DeepSparse 1.3.2 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better 6.1.7-arch1-1 .............. 12.56 |=========================================== 6.1.7-zen1-1-zen ........... 12.55 |=========================================== 6.1.7-hardened1-1-hardened . 12.57 |=========================================== 5.15.89-1-lts .............. 12.38 |========================================== 6.0.5.14.realtime1-3-rt .... 12.56 |=========================================== Neural Magic DeepSparse 1.3.2 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better 6.1.7-arch1-1 .............. 634.42 |========================================== 6.1.7-zen1-1-zen ........... 634.38 |========================================== 6.1.7-hardened1-1-hardened . 633.78 |========================================== 5.15.89-1-lts .............. 640.95 |========================================== 6.0.5.14.realtime1-3-rt .... 634.16 |========================================== Stress-NG 0.14.06 Test: MMAP Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 407.79 |================================== 6.1.7-zen1-1-zen ........... 425.86 |==================================== 6.1.7-hardened1-1-hardened . 306.67 |========================== 5.15.89-1-lts .............. 501.38 |========================================== 6.0.5.14.realtime1-3-rt .... 80.40 |======= Stress-NG 0.14.06 Test: NUMA Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 785.88 |========================================= 6.1.7-zen1-1-zen ........... 776.40 |========================================= 6.1.7-hardened1-1-hardened . 804.04 |========================================== 5.15.89-1-lts .............. 246.47 |============= 6.0.5.14.realtime1-3-rt .... 98.84 |===== Stress-NG 0.14.06 Test: Futex Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 4445561.91 |=================================== 6.1.7-zen1-1-zen ........... 4644321.74 |===================================== 6.1.7-hardened1-1-hardened . 3966450.67 |=============================== 5.15.89-1-lts .............. 3700678.41 |============================= 6.0.5.14.realtime1-3-rt .... 4819566.44 |====================================== Stress-NG 0.14.06 Test: MEMFD Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 2221.56 |========================================= 6.1.7-zen1-1-zen ........... 1630.55 |============================== 6.1.7-hardened1-1-hardened . 1586.00 |============================= 5.15.89-1-lts .............. 1460.23 |=========================== 6.0.5.14.realtime1-3-rt .... 427.58 |======== Stress-NG 0.14.06 Test: Mutex Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 12097176.21 |=================================== 6.1.7-zen1-1-zen ........... 12345529.96 |==================================== 6.1.7-hardened1-1-hardened . 7112241.15 |==================== 5.15.89-1-lts .............. 12845717.62 |===================================== 6.0.5.14.realtime1-3-rt .... 11921463.80 |================================== Stress-NG 0.14.06 Test: Atomic Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 214020.80 |====================================== 6.1.7-zen1-1-zen ........... 214740.92 |======================================= 6.1.7-hardened1-1-hardened . 214272.31 |====================================== 5.15.89-1-lts .............. 216086.54 |======================================= 6.0.5.14.realtime1-3-rt .... 217258.55 |======================================= Stress-NG 0.14.06 Test: Crypto Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 47547.57 |======================================== 6.1.7-zen1-1-zen ........... 46860.36 |======================================= 6.1.7-hardened1-1-hardened . 47006.85 |======================================== 5.15.89-1-lts .............. 46987.98 |======================================== 6.0.5.14.realtime1-3-rt .... 46858.70 |======================================= Stress-NG 0.14.06 Test: Malloc Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 38072685.82 |================================= 6.1.7-zen1-1-zen ........... 39894283.17 |================================== 6.1.7-hardened1-1-hardened . 18483969.65 |================ 5.15.89-1-lts .............. 42863650.64 |===================================== 6.0.5.14.realtime1-3-rt .... 30696533.94 |========================== Stress-NG 0.14.06 Test: Forking Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 52713.81 |====================================== 6.1.7-zen1-1-zen ........... 53372.51 |====================================== 6.1.7-hardened1-1-hardened . 42503.96 |=============================== 5.15.89-1-lts .............. 55478.18 |======================================== 6.0.5.14.realtime1-3-rt .... 23051.41 |================= Stress-NG 0.14.06 Test: IO_uring Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 34399.81 |======================================== 6.1.7-zen1-1-zen ........... 31308.61 |==================================== 6.1.7-hardened1-1-hardened . 34239.42 |======================================= 5.15.89-1-lts .............. 34371.08 |======================================= 6.0.5.14.realtime1-3-rt .... 34831.08 |======================================== Stress-NG 0.14.06 Test: SENDFILE Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 548109.45 |===================================== 6.1.7-zen1-1-zen ........... 584525.32 |======================================= 6.1.7-hardened1-1-hardened . 573189.67 |====================================== 5.15.89-1-lts .............. 548273.67 |===================================== 6.0.5.14.realtime1-3-rt .... 442574.24 |============================== Stress-NG 0.14.06 Test: CPU Cache Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 185.29 |========================================== 6.1.7-zen1-1-zen ........... 183.93 |========================================= 6.1.7-hardened1-1-hardened . 186.11 |========================================== 5.15.89-1-lts .............. 167.55 |====================================== 6.0.5.14.realtime1-3-rt .... 187.28 |========================================== Stress-NG 0.14.06 Test: CPU Stress Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 59197.63 |======================================== 6.1.7-zen1-1-zen ........... 58675.63 |======================================== 6.1.7-hardened1-1-hardened . 59216.41 |======================================== 5.15.89-1-lts .............. 59061.11 |======================================== 6.0.5.14.realtime1-3-rt .... 59150.00 |======================================== Stress-NG 0.14.06 Test: Semaphores Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 3468096.84 |====================================== 6.1.7-zen1-1-zen ........... 3291676.96 |==================================== 6.1.7-hardened1-1-hardened . 3396951.87 |===================================== 5.15.89-1-lts .............. 3453178.48 |====================================== 6.0.5.14.realtime1-3-rt .... 1533888.38 |================= Stress-NG 0.14.06 Test: Matrix Math Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 131537.38 |======================================= 6.1.7-zen1-1-zen ........... 130364.49 |======================================= 6.1.7-hardened1-1-hardened . 130527.19 |======================================= 5.15.89-1-lts .............. 130619.50 |======================================= 6.0.5.14.realtime1-3-rt .... 130490.93 |======================================= Stress-NG 0.14.06 Test: Vector Math Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 144964.91 |======================================= 6.1.7-zen1-1-zen ........... 144966.02 |======================================= 6.1.7-hardened1-1-hardened . 145112.04 |======================================= 5.15.89-1-lts .............. 145204.63 |======================================= 6.0.5.14.realtime1-3-rt .... 145022.04 |======================================= Stress-NG 0.14.06 Test: Memory Copying Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 7718.89 |========================================= 6.1.7-zen1-1-zen ........... 7771.75 |========================================= 6.1.7-hardened1-1-hardened . 7668.06 |======================================== 5.15.89-1-lts .............. 7674.53 |======================================== 6.0.5.14.realtime1-3-rt .... 7744.86 |========================================= Stress-NG 0.14.06 Test: Glibc C String Functions Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 2274831.95 |====================================== 6.1.7-zen1-1-zen ........... 2278175.81 |====================================== 6.1.7-hardened1-1-hardened . 2288023.68 |====================================== 5.15.89-1-lts .............. 2273538.40 |====================================== 6.0.5.14.realtime1-3-rt .... 2289685.59 |====================================== Stress-NG 0.14.06 Test: Glibc Qsort Data Sorting Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 384.90 |========================================== 6.1.7-zen1-1-zen ........... 382.71 |========================================= 6.1.7-hardened1-1-hardened . 380.04 |========================================= 5.15.89-1-lts .............. 387.70 |========================================== 6.0.5.14.realtime1-3-rt .... 381.62 |========================================= Stress-NG 0.14.06 Test: System V Message Passing Bogo Ops/s > Higher Is Better 6.1.7-arch1-1 .............. 27546281.61 |==================================== 6.1.7-zen1-1-zen ........... 28100564.45 |===================================== 6.1.7-hardened1-1-hardened . 15168900.95 |==================== 5.15.89-1-lts .............. 13140420.43 |================= 6.0.5.14.realtime1-3-rt .... 8024084.28 |=========== Blender 3.4 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better 6.1.7-arch1-1 .............. 49.07 |========================================== 6.1.7-zen1-1-zen ........... 49.12 |=========================================== 6.1.7-hardened1-1-hardened . 49.68 |=========================================== 5.15.89-1-lts .............. 49.61 |=========================================== 6.0.5.14.realtime1-3-rt .... 49.61 |=========================================== Blender 3.4 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better 6.1.7-arch1-1 .............. 464.94 |========================================= 6.1.7-zen1-1-zen ........... 467.08 |========================================= 6.1.7-hardened1-1-hardened . 471.91 |========================================= 5.15.89-1-lts .............. 470.69 |========================================= 6.0.5.14.realtime1-3-rt .... 479.35 |========================================== OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU FPS > Higher Is Better 6.1.7-arch1-1 .............. 795.58 |========================================== 6.1.7-zen1-1-zen ........... 780.95 |========================================= 6.1.7-hardened1-1-hardened . 795.31 |========================================== 5.15.89-1-lts .............. 389.78 |===================== 6.0.5.14.realtime1-3-rt .... 775.87 |========================================= OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU ms < Lower Is Better 6.1.7-arch1-1 .............. 10.04 |===================== 6.1.7-zen1-1-zen ........... 10.23 |====================== 6.1.7-hardened1-1-hardened . 10.05 |===================== 5.15.89-1-lts .............. 20.43 |=========================================== 6.0.5.14.realtime1-3-rt .... 10.30 |====================== OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU FPS > Higher Is Better 6.1.7-arch1-1 .............. 28.13 |=========================================== 6.1.7-zen1-1-zen ........... 28.20 |=========================================== 6.1.7-hardened1-1-hardened . 28.22 |=========================================== 5.15.89-1-lts .............. 26.68 |========================================= 6.0.5.14.realtime1-3-rt .... 28.13 |=========================================== OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU ms < Lower Is Better 6.1.7-arch1-1 .............. 283.91 |======================================== 6.1.7-zen1-1-zen ........... 283.13 |======================================== 6.1.7-hardened1-1-hardened . 283.12 |======================================== 5.15.89-1-lts .............. 299.75 |========================================== 6.0.5.14.realtime1-3-rt .... 283.93 |======================================== OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU FPS > Higher Is Better 6.1.7-arch1-1 .............. 1875.52 |========================================= 6.1.7-zen1-1-zen ........... 1863.24 |========================================= 6.1.7-hardened1-1-hardened . 1841.22 |======================================== 5.15.89-1-lts .............. 1364.66 |============================== 6.0.5.14.realtime1-3-rt .... 1855.83 |========================================= OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU ms < Lower Is Better 6.1.7-arch1-1 .............. 4.26 |================================ 6.1.7-zen1-1-zen ........... 4.29 |================================ 6.1.7-hardened1-1-hardened . 4.34 |================================= 5.15.89-1-lts .............. 5.83 |============================================ 6.0.5.14.realtime1-3-rt .... 4.30 |================================ OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU FPS > Higher Is Better 6.1.7-arch1-1 .............. 134.01 |========================================= 6.1.7-zen1-1-zen ........... 135.71 |========================================== 6.1.7-hardened1-1-hardened . 136.39 |========================================== 5.15.89-1-lts .............. 134.64 |========================================= 6.0.5.14.realtime1-3-rt .... 135.37 |========================================== OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU ms < Lower Is Better 6.1.7-arch1-1 .............. 59.66 |=========================================== 6.1.7-zen1-1-zen ........... 58.90 |========================================== 6.1.7-hardened1-1-hardened . 58.60 |========================================== 5.15.89-1-lts .............. 59.32 |=========================================== 6.0.5.14.realtime1-3-rt .... 59.04 |=========================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU FPS > Higher Is Better 6.1.7-arch1-1 .............. 2888.68 |========================================= 6.1.7-zen1-1-zen ........... 2886.02 |========================================= 6.1.7-hardened1-1-hardened . 2887.64 |========================================= 5.15.89-1-lts .............. 2894.60 |========================================= 6.0.5.14.realtime1-3-rt .... 2895.58 |========================================= OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU ms < Lower Is Better 6.1.7-arch1-1 .............. 5.54 |============================================ 6.1.7-zen1-1-zen ........... 5.54 |============================================ 6.1.7-hardened1-1-hardened . 5.53 |============================================ 5.15.89-1-lts .............. 5.52 |============================================ 6.0.5.14.realtime1-3-rt .... 5.52 |============================================ OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU FPS > Higher Is Better 6.1.7-arch1-1 .............. 1643.00 |======================================== 6.1.7-zen1-1-zen ........... 1689.00 |========================================= 6.1.7-hardened1-1-hardened . 1653.15 |======================================== 5.15.89-1-lts .............. 1166.44 |============================ 6.0.5.14.realtime1-3-rt .... 1647.85 |======================================== OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU ms < Lower Is Better 6.1.7-arch1-1 .............. 4.86 |=============================== 6.1.7-zen1-1-zen ........... 4.73 |============================== 6.1.7-hardened1-1-hardened . 4.83 |=============================== 5.15.89-1-lts .............. 6.84 |============================================ 6.0.5.14.realtime1-3-rt .... 4.85 |=============================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU FPS > Higher Is Better 6.1.7-arch1-1 .............. 26049.31 |======================================== 6.1.7-zen1-1-zen ........... 26031.09 |======================================== 6.1.7-hardened1-1-hardened . 25763.21 |======================================= 5.15.89-1-lts .............. 25715.10 |======================================= 6.0.5.14.realtime1-3-rt .... 26196.06 |======================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU ms < Lower Is Better 6.1.7-arch1-1 .............. 0.61 |=========================================== 6.1.7-zen1-1-zen ........... 0.61 |=========================================== 6.1.7-hardened1-1-hardened . 0.62 |============================================ 5.15.89-1-lts .............. 0.62 |============================================ 6.0.5.14.realtime1-3-rt .... 0.61 |=========================================== Selenium Benchmark: Kraken - Browser: Firefox ms < Lower Is Better 6.1.7-arch1-1 .............. 492.4 |=================================== 6.1.7-zen1-1-zen ........... 488.8 |=================================== 6.1.7-hardened1-1-hardened . 529.7 |====================================== 5.15.89-1-lts .............. 606.9 |=========================================== 6.0.5.14.realtime1-3-rt .... 491.4 |=================================== Selenium Benchmark: Jetstream 2 - Browser: Firefox Score > Higher Is Better 6.1.7-arch1-1 .............. 201.17 |========================================== 6.1.7-zen1-1-zen ........... 197.22 |========================================= 6.1.7-hardened1-1-hardened . 184.76 |======================================= 5.15.89-1-lts .............. 148.41 |=============================== 6.0.5.14.realtime1-3-rt .... 199.64 |========================================== Selenium Benchmark: Speedometer - Browser: Firefox Runs Per Minute > Higher Is Better 6.1.7-arch1-1 .............. 281 |============================================= 6.1.7-zen1-1-zen ........... 276 |============================================ 6.1.7-hardened1-1-hardened . 250 |======================================== 5.15.89-1-lts .............. 192 |============================== 6.0.5.14.realtime1-3-rt .... 284 |============================================= Selenium Benchmark: PSPDFKit WASM - Browser: Firefox Score < Lower Is Better 6.1.7-arch1-1 .............. 2207 |====================================== 6.1.7-zen1-1-zen ........... 2228 |======================================= 6.1.7-hardened1-1-hardened . 2348 |========================================= 5.15.89-1-lts .............. 2543 |============================================ 6.0.5.14.realtime1-3-rt .... 2115 |===================================== Selenium Benchmark: WASM imageConvolute - Browser: Firefox ms < Lower Is Better 6.1.7-arch1-1 .............. 17.9 |====================================== 6.1.7-zen1-1-zen ........... 18.0 |====================================== 6.1.7-hardened1-1-hardened . 18.0 |====================================== 5.15.89-1-lts .............. 20.7 |============================================ 6.0.5.14.realtime1-3-rt .... 18.1 |====================================== Selenium Benchmark: WASM collisionDetection - Browser: Firefox ms < Lower Is Better 6.1.7-arch1-1 .............. 244.2 |========================================== 6.1.7-zen1-1-zen ........... 241.7 |========================================== 6.1.7-hardened1-1-hardened . 246.9 |=========================================== 5.15.89-1-lts .............. 249.6 |=========================================== 6.0.5.14.realtime1-3-rt .... 244.3 |==========================================