ADL-S Linux Graphics Intel Core i5-12600K testing with a MSI PRO Z690-A DDR4(MS-7D25) v1.0 (1.00 BIOS) and MSI Intel ADL-S GT1 3GB on Ubuntu 21.10 via the Phoronix Test Suite. Linux 5.13 + Mesa 21.2: Processor: Intel Core i5-12600K @ 6.30GHz (10 Cores / 16 Threads), Motherboard: MSI PRO Z690-A DDR4(MS-7D25) v1.0 (1.00 BIOS), Chipset: Intel Device 7aa7, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0, Graphics: MSI Intel ADL-S GT1 3GB (1450MHz), Audio: Realtek ALC897, Monitor: DELL P2415Q, Network: Intel I225-V OS: Ubuntu 21.10, Kernel: 5.13.0-21-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server 1.20.13 + Wayland, OpenGL: 4.6 Mesa 21.2.2, Vulkan: 1.2.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 Linux 5.13 + Mesa 22.0-dev: Processor: Intel Core i5-12600K @ 6.30GHz (10 Cores / 16 Threads), Motherboard: MSI PRO Z690-A DDR4(MS-7D25) v1.0 (1.00 BIOS), Chipset: Intel Device 7aa7, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0, Graphics: MSI Intel ADL-S GT1 3GB (1450MHz), Audio: Realtek ALC897, Monitor: DELL P2415Q, Network: Intel I225-V OS: Ubuntu 21.10, Kernel: 5.13.0-21-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server 1.20.13 + Wayland, OpenGL: 4.6 Mesa 22.0.0-devel (git-d80c7f3 2021-11-14 impish-oibaf-ppa), Vulkan: 1.2.197, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 Linux 5.15 + Mesa 22.0-dev: Processor: Intel Core i5-12600K @ 4.90GHz (10 Cores / 16 Threads), Motherboard: MSI PRO Z690-A DDR4(MS-7D25) v1.0 (1.00 BIOS), Chipset: Intel Device 7aa7, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0, Graphics: MSI Intel ADL-S GT1 3GB (1450MHz), Audio: Realtek ALC897, Monitor: DELL P2415Q, Network: Intel I225-V OS: Ubuntu 21.10, Kernel: 5.15.0-051500-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server 1.20.13 + Wayland, OpenGL: 4.6 Mesa 22.0.0-devel (git-d80c7f3 2021-11-14 impish-oibaf-ppa), Vulkan: 1.2.197, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 Linux 5.16-rc1 + Mesa 22.0-dev: Processor: Intel Core i5-12600K @ 4.90GHz (10 Cores / 16 Threads), Motherboard: MSI PRO Z690-A DDR4(MS-7D25) v1.0 (1.00 BIOS), Chipset: Intel Device 7aa7, Memory: 16GB, Disk: 1000GB Western Digital WDS100T1X0E-00AFY0, Graphics: MSI Intel ADL-S GT1 3GB (1450MHz), Audio: Realtek ALC897, Monitor: DELL P2415Q, Network: Intel I225-V OS: Ubuntu 21.10, Kernel: 5.16.0-051600rc1-generic (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server 1.20.13 + Wayland, OpenGL: 4.6 Mesa 22.0.0-devel (git-d80c7f3 2021-11-14 impish-oibaf-ppa), Vulkan: 1.2.197, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 105.14 |====================================== Linux 5.13 + Mesa 22.0-dev ..... 104.13 |====================================== Linux 5.15 + Mesa 22.0-dev ..... 103.96 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 103.92 |====================================== RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 825.72 |====================================== Linux 5.13 + Mesa 22.0-dev ..... 817.16 |====================================== Linux 5.15 + Mesa 22.0-dev ..... 816.99 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 816.83 |====================================== Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No Seconds < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 6.674 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 6.615 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 6.575 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 6.630 |======================================= Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Seconds < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 47.64 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 47.39 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 47.40 |======================================= Linux 5.16-rc1 + Mesa 22.0-dev . 47.41 |======================================= VkFFT 1.1.1 Benchmark Score > Higher Is Better VkResample 1.0 Upscale: 2x - Precision: Single ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 181.52 |====================================== Linux 5.13 + Mesa 22.0-dev ..... 179.18 |====================================== Linux 5.15 + Mesa 22.0-dev ..... 180.59 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 180.28 |====================================== ET: Legacy 2.78 Resolution: 1920 x 1080 Frames Per Second > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 289.9 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 291.0 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 252.6 |================================== Linux 5.16-rc1 + Mesa 22.0-dev . 269.3 |==================================== Tesseract 2014-05-12 Resolution: 1920 x 1080 Frames Per Second > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 108.72 |=================================== Linux 5.13 + Mesa 22.0-dev ..... 119.04 |====================================== Linux 5.15 + Mesa 22.0-dev ..... 119.34 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 119.65 |====================================== Unvanquished 0.52.1 Resolution: 1920 x 1080 - Effects Quality: Ultra Frames Per Second > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 109.2 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 109.7 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 110.0 |======================================= Linux 5.16-rc1 + Mesa 22.0-dev . 109.8 |======================================= Xonotic 0.8.2 Resolution: 1920 x 1080 - Effects Quality: Low Frames Per Second > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 481.54 |====================================== Linux 5.13 + Mesa 22.0-dev ..... 484.59 |====================================== Linux 5.15 + Mesa 22.0-dev ..... 486.86 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 487.73 |====================================== Xonotic 0.8.2 Resolution: 1920 x 1080 - Effects Quality: High Frames Per Second > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 237.50 |====================================== Linux 5.13 + Mesa 22.0-dev ..... 238.00 |====================================== Linux 5.15 + Mesa 22.0-dev ..... 238.21 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 240.19 |====================================== Xonotic 0.8.2 Resolution: 1920 x 1080 - Effects Quality: Ultra Frames Per Second > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 163.60 |====================================== Linux 5.13 + Mesa 22.0-dev ..... 163.79 |====================================== Linux 5.15 + Mesa 22.0-dev ..... 164.20 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 164.73 |====================================== Xonotic 0.8.2 Resolution: 1920 x 1080 - Effects Quality: Ultimate Frames Per Second > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 107.27 |====================================== Linux 5.13 + Mesa 22.0-dev ..... 107.34 |====================================== Linux 5.15 + Mesa 22.0-dev ..... 107.18 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 107.26 |====================================== GpuTest 0.7.0 Test: GiMark - Resolution: 1920 x 1080 - Mode: Fullscreen Points > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 1949 |======================================== Linux 5.13 + Mesa 22.0-dev ..... 1953 |======================================== Linux 5.15 + Mesa 22.0-dev ..... 1953 |======================================== Linux 5.16-rc1 + Mesa 22.0-dev . 1953 |======================================== GpuTest 0.7.0 Test: Plot3D - Resolution: 1920 x 1080 - Mode: Fullscreen Points > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 14141 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 14186 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 14210 |======================================= Linux 5.16-rc1 + Mesa 22.0-dev . 14203 |======================================= GpuTest 0.7.0 Test: Furmark - Resolution: 1920 x 1080 - Mode: Fullscreen Points > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 1434 |======================================== Linux 5.13 + Mesa 22.0-dev ..... 1424 |======================================== Linux 5.15 + Mesa 22.0-dev ..... 1424 |======================================== Linux 5.16-rc1 + Mesa 22.0-dev . 1424 |======================================== GpuTest 0.7.0 Test: TessMark - Resolution: 1920 x 1080 - Mode: Fullscreen Points > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 4649 |======================================== Linux 5.13 + Mesa 22.0-dev ..... 4651 |======================================== Linux 5.15 + Mesa 22.0-dev ..... 4652 |======================================== Linux 5.16-rc1 + Mesa 22.0-dev . 4649 |======================================== GpuTest 0.7.0 Test: Triangle - Resolution: 1920 x 1080 - Mode: Fullscreen Points > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 170300 |===================================== Linux 5.13 + Mesa 22.0-dev ..... 172510 |====================================== Linux 5.15 + Mesa 22.0-dev ..... 173150 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 173283 |====================================== GpuTest 0.7.0 Test: Pixmark Piano - Resolution: 1920 x 1080 - Mode: Fullscreen Points > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 279 |========================================= Linux 5.13 + Mesa 22.0-dev ..... 280 |========================================= Linux 5.15 + Mesa 22.0-dev ..... 280 |========================================= Linux 5.16-rc1 + Mesa 22.0-dev . 280 |========================================= GpuTest 0.7.0 Test: Pixmark Volplosion - Resolution: 1920 x 1080 - Mode: Fullscreen Points > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 764 |========================================= Linux 5.13 + Mesa 22.0-dev ..... 771 |========================================= Linux 5.15 + Mesa 22.0-dev ..... 771 |========================================= Linux 5.16-rc1 + Mesa 22.0-dev . 771 |========================================= NCNN 20210720 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 35.57 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 31.59 |=================================== Linux 5.15 + Mesa 22.0-dev ..... 30.69 |================================== Linux 5.16-rc1 + Mesa 22.0-dev . 29.62 |================================ NCNN 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 16.17 |====================================== Linux 5.13 + Mesa 22.0-dev ..... 16.58 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 14.93 |=================================== Linux 5.16-rc1 + Mesa 22.0-dev . 15.47 |==================================== NCNN 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 16.80 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 16.90 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 16.02 |===================================== Linux 5.16-rc1 + Mesa 22.0-dev . 16.05 |===================================== NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 16.35 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 16.24 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 15.48 |===================================== Linux 5.16-rc1 + Mesa 22.0-dev . 15.47 |===================================== NCNN 20210720 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 16.50 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 16.67 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 15.14 |=================================== Linux 5.16-rc1 + Mesa 22.0-dev . 15.67 |===================================== NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 17.65 |====================================== Linux 5.13 + Mesa 22.0-dev ..... 17.88 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 17.02 |===================================== Linux 5.16-rc1 + Mesa 22.0-dev . 17.09 |===================================== NCNN 20210720 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 2.44 |======================================== Linux 5.13 + Mesa 22.0-dev ..... 2.28 |===================================== Linux 5.15 + Mesa 22.0-dev ..... 2.26 |===================================== Linux 5.16-rc1 + Mesa 22.0-dev . 2.28 |===================================== NCNN 20210720 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 17.72 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 17.69 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 16.94 |===================================== Linux 5.16-rc1 + Mesa 22.0-dev . 16.84 |===================================== NCNN 20210720 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 74.53 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 74.16 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 73.81 |======================================= Linux 5.16-rc1 + Mesa 22.0-dev . 73.93 |======================================= NCNN 20210720 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 17.06 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 16.76 |====================================== Linux 5.15 + Mesa 22.0-dev ..... 15.71 |==================================== Linux 5.16-rc1 + Mesa 22.0-dev . 15.92 |==================================== NCNN 20210720 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 18.94 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 18.71 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 18.42 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 18.43 |====================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 30.43 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 30.33 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 29.93 |====================================== Linux 5.16-rc1 + Mesa 22.0-dev . 29.97 |====================================== NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 53.68 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 51.06 |===================================== Linux 5.15 + Mesa 22.0-dev ..... 46.63 |================================== Linux 5.16-rc1 + Mesa 22.0-dev . 47.66 |=================================== NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 21.11 |==================================== Linux 5.13 + Mesa 22.0-dev ..... 23.00 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 23.01 |======================================= Linux 5.16-rc1 + Mesa 22.0-dev . 22.90 |======================================= NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better Linux 5.13 + Mesa 21.2 ......... 17.40 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 17.25 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 16.05 |==================================== Linux 5.16-rc1 + Mesa 22.0-dev . 16.44 |===================================== Basemark GPU 1.2 Renderer: OpenGL - Resolution: 1920 x 1080 - Graphics Preset: High FPS > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 22.67 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 22.59 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 22.59 |======================================= Linux 5.16-rc1 + Mesa 22.0-dev . 22.73 |======================================= Basemark GPU 1.2 Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: High FPS > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 22.23 |======================================= Linux 5.13 + Mesa 22.0-dev ..... 22.02 |======================================= Linux 5.15 + Mesa 22.0-dev ..... 22.02 |======================================= Linux 5.16-rc1 + Mesa 22.0-dev . 22.03 |======================================= Basemark GPU 1.2 Renderer: OpenGL - Resolution: 1920 x 1080 - Graphics Preset: Medium FPS > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 54.49 |================================== Linux 5.13 + Mesa 22.0-dev ..... 55.93 |================================== Linux 5.15 + Mesa 22.0-dev ..... 63.35 |======================================= Linux 5.16-rc1 + Mesa 22.0-dev . 62.96 |======================================= Basemark GPU 1.2 Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: Medium FPS > Higher Is Better Linux 5.13 + Mesa 21.2 ......... 118.65 |====================================== Linux 5.13 + Mesa 22.0-dev ..... 112.60 |==================================== Linux 5.15 + Mesa 22.0-dev ..... 112.74 |==================================== Linux 5.16-rc1 + Mesa 22.0-dev . 112.77 |====================================