Kubuntu Focus 18.04 Intel Core i7-9750H testing with a Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS) and NVIDIA GeForce RTX 2060 6GB on Ubuntu 21.04 via the Phoronix Test Suite. Kubuntu 18.04: Processor: Intel Core i7-9750H @ 4.50GHz (6 Cores / 12 Threads), Motherboard: Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 32GB, Disk: 1000GB Samsung SSD 970 EVO Plus 1TB, Graphics: NVIDIA GeForce RTX 2060 6GB (960/7000MHz), Audio: Realtek ALC1220, Network: Realtek RTL8111/8168/8411 + Intel-AC 9560 OS: Ubuntu 18.04, Kernel: 5.4.0-65-generic (x86_64), Desktop: KDE Plasma 5.12.9, Display Server: X Server 1.20.8, Display Driver: NVIDIA 450.102.04, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.0.228, Vulkan: 1.2.133, Compiler: GCC 7.5.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 1920x1080 Kubuntu 20.04: Processor: Intel Core i7-9750H @ 4.50GHz (6 Cores / 12 Threads), Motherboard: Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 32GB, Disk: 1000GB Samsung SSD 970 EVO Plus 1TB, Graphics: NVIDIA GeForce RTX 2060 6GB (825/810MHz), Audio: Realtek ALC1220, Network: Realtek RTL8111/8168/8411 + Intel-AC 9560 OS: Ubuntu 20.04, Kernel: 5.8.0-41-generic (x86_64), Desktop: KDE Plasma 5.18.5, Display Server: X Server 1.20.9, Display Driver: NVIDIA 460.32.03, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.109, Vulkan: 1.2.145, Compiler: GCC 9.3.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 1920x1080 Kubuntu 20.10: Processor: Intel Core i7-9750H @ 4.50GHz (6 Cores / 12 Threads), Motherboard: Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 32GB, Disk: 1000GB Samsung SSD 970 EVO Plus 1TB, Graphics: NVIDIA GeForce RTX 2060 6GB (960/7000MHz), Audio: Realtek ALC1220, Network: Realtek RTL8111/8168/8411 + Intel-AC 9560 OS: Ubuntu 20.10, Kernel: 5.8.0-41-generic (x86_64), Desktop: KDE Plasma 5.19.5, Display Server: X Server 1.20.9, Display Driver: NVIDIA 460.32.03, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.109, Vulkan: 1.2.145, Compiler: GCC 10.2.0 + CUDA 10.1, File-System: ext4, Screen Resolution: 1920x1080 Kubuntu 21.04 Dev: Processor: Intel Core i7-9750H @ 4.50GHz (6 Cores / 12 Threads), Motherboard: Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 32GB, Disk: 1000GB Samsung SSD 970 EVO Plus 1TB, Graphics: NVIDIA GeForce RTX 2060 6GB (1920/7000MHz), Audio: Realtek ALC1220, Network: Realtek RTL8111/8168/8411 + Intel-AC 9560 OS: Ubuntu 21.04, Kernel: 5.8.0-41-generic (x86_64), Desktop: KDE Plasma 5.20.90, Display Server: X Server 1.20.9, Display Driver: NVIDIA 460.32.03, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.2.109, Vulkan: 1.2.145, Compiler: GCC 10.2.1 20210110 + CUDA 10.1, File-System: ext4, Screen Resolution: 1920x1080 Appleseed 2.0 Beta Scene: Emily Seconds < Lower Is Better Kubuntu 18.04 ..... 869.31 |=================================================== Kubuntu 20.04 ..... 871.12 |=================================================== Kubuntu 20.10 ..... 872.70 |=================================================== Kubuntu 21.04 Dev . 866.70 |=================================================== Appleseed 2.0 Beta Scene: Disney Material Seconds < Lower Is Better Kubuntu 18.04 ..... 534.83 |================================================== Kubuntu 20.04 ..... 542.05 |=================================================== Kubuntu 20.10 ..... 542.45 |=================================================== Kubuntu 21.04 Dev . 531.86 |================================================== Appleseed 2.0 Beta Scene: Material Tester Seconds < Lower Is Better Kubuntu 18.04 ..... 492.64 |================================================== Kubuntu 20.04 ..... 500.91 |=================================================== Kubuntu 20.10 ..... 494.59 |================================================== Kubuntu 21.04 Dev . 487.67 |================================================== ASTC Encoder 2.0 Preset: Thorough Seconds < Lower Is Better Kubuntu 18.04 ..... 59.19 |============================================== Kubuntu 20.04 ..... 66.30 |==================================================== Kubuntu 20.10 ..... 63.50 |================================================== Kubuntu 21.04 Dev . 63.26 |================================================== ASTC Encoder 2.0 Preset: Exhaustive Seconds < Lower Is Better Kubuntu 18.04 ..... 499.82 |================================================= Kubuntu 20.04 ..... 518.88 |=================================================== Kubuntu 20.10 ..... 515.49 |=================================================== Kubuntu 21.04 Dev . 515.08 |=================================================== Blender 2.90 Blend File: BMW27 - Compute: NVIDIA OptiX Seconds < Lower Is Better Kubuntu 18.04 ..... 42.76 |==================================================== Kubuntu 20.04 ..... 41.68 |=================================================== Kubuntu 20.10 ..... 37.99 |============================================== Kubuntu 21.04 Dev . 38.08 |============================================== Blender 2.90 Blend File: Barbershop - Compute: NVIDIA OptiX Seconds < Lower Is Better Kubuntu 18.04 ..... 1858.37 |================================================== Kubuntu 20.04 ..... 1875.04 |================================================== Kubuntu 20.10 ..... 1870.68 |================================================== Kubuntu 21.04 Dev . 1873.17 |================================================== Build2 0.13 Time To Compile Seconds < Lower Is Better Kubuntu 18.04 ..... 201.34 |=================================== Kubuntu 20.04 ..... 239.01 |========================================== Kubuntu 20.10 ..... 290.93 |=================================================== Kubuntu 21.04 Dev . 263.28 |============================================== Chaos Group V-RAY 4.10.07 Mode: CPU Ksamples > Higher Is Better Kubuntu 18.04 ..... 7079 |===================================================== Kubuntu 20.04 ..... 6870 |=================================================== Kubuntu 20.10 ..... 7122 |===================================================== Kubuntu 21.04 Dev . 7138 |===================================================== Darktable 2.4.2 Test: Boat - Acceleration: OpenCL Seconds < Lower Is Better Kubuntu 18.04 . 2.532 |======================================================== Darktable 2.4.2 Test: Boat - Acceleration: CPU-only Seconds < Lower Is Better Kubuntu 18.04 . 16.30 |======================================================== Darktable 2.4.2 Test: Masskrug - Acceleration: OpenCL Seconds < Lower Is Better Kubuntu 18.04 . 5.252 |======================================================== Darktable 2.4.2 Test: Masskrug - Acceleration: CPU-only Seconds < Lower Is Better Kubuntu 18.04 . 7.822 |======================================================== Darktable 2.4.2 Test: Server Rack - Acceleration: OpenCL Seconds < Lower Is Better Kubuntu 18.04 . 0.133 |======================================================== Darktable 2.4.2 Test: Server Room - Acceleration: OpenCL Seconds < Lower Is Better Kubuntu 18.04 . 0.934 |======================================================== Darktable 2.4.2 Test: Server Rack - Acceleration: CPU-only Seconds < Lower Is Better Kubuntu 18.04 . 0.216 |======================================================== Darktable 2.4.2 Test: Server Room - Acceleration: CPU-only Seconds < Lower Is Better Kubuntu 18.04 . 5.376 |======================================================== Darktable 3.4.0 Test: Boat - Acceleration: OpenCL Seconds < Lower Is Better Kubuntu 20.04 ..... 2.560 |==================================================== Kubuntu 20.10 ..... 2.572 |==================================================== Kubuntu 21.04 Dev . 2.561 |==================================================== Darktable 3.4.0 Test: Boat - Acceleration: CPU-only Seconds < Lower Is Better Kubuntu 20.04 ..... 9.326 |==================================================== Kubuntu 20.10 ..... 9.009 |================================================== Kubuntu 21.04 Dev . 8.228 |============================================== Darktable 3.4.0 Test: Masskrug - Acceleration: OpenCL Seconds < Lower Is Better Kubuntu 20.04 ..... 4.376 |==================================================== Kubuntu 20.10 ..... 4.370 |==================================================== Kubuntu 21.04 Dev . 4.353 |==================================================== Darktable 3.4.0 Test: Masskrug - Acceleration: CPU-only Seconds < Lower Is Better Kubuntu 20.04 ..... 7.255 |==================================================== Kubuntu 20.10 ..... 6.749 |================================================ Kubuntu 21.04 Dev . 6.706 |================================================ Darktable 3.4.0 Test: Server Rack - Acceleration: OpenCL Seconds < Lower Is Better Kubuntu 20.04 ..... 0.157 |=================================================== Kubuntu 20.10 ..... 0.159 |==================================================== Kubuntu 21.04 Dev . 0.160 |==================================================== Darktable 3.4.0 Test: Server Room - Acceleration: OpenCL Seconds < Lower Is Better Kubuntu 20.04 ..... 0.988 |=================================================== Kubuntu 20.10 ..... 0.987 |=================================================== Kubuntu 21.04 Dev . 1.006 |==================================================== Darktable 3.4.0 Test: Server Rack - Acceleration: CPU-only Seconds < Lower Is Better Kubuntu 20.04 ..... 0.247 |==================================================== Kubuntu 20.10 ..... 0.229 |================================================ Kubuntu 21.04 Dev . 0.244 |=================================================== Darktable 3.4.0 Test: Server Room - Acceleration: CPU-only Seconds < Lower Is Better Kubuntu 20.04 ..... 5.834 |==================================================== Kubuntu 20.10 ..... 5.144 |============================================== Kubuntu 21.04 Dev . 5.105 |============================================== DeepSpeech 0.6 Acceleration: CPU Seconds < Lower Is Better Kubuntu 18.04 ..... 75.93 |==================================================== Kubuntu 20.04 ..... 74.15 |=================================================== Kubuntu 20.10 ..... 73.74 |=================================================== Kubuntu 21.04 Dev . 74.22 |=================================================== Embree 3.9.0 Binary: Pathtracer - Model: Crown Frames Per Second > Higher Is Better Kubuntu 18.04 ..... 5.3310 |================================================== Kubuntu 20.04 ..... 5.2722 |================================================== Kubuntu 20.10 ..... 5.3952 |=================================================== Kubuntu 21.04 Dev . 5.3604 |=================================================== Embree 3.9.0 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better Kubuntu 18.04 ..... 6.1010 |=================================================== Kubuntu 20.04 ..... 6.0393 |================================================== Kubuntu 20.10 ..... 6.1454 |=================================================== Kubuntu 21.04 Dev . 6.1501 |=================================================== eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis Seconds < Lower Is Better Kubuntu 18.04 ..... 27.46 |================================================ Kubuntu 20.04 ..... 27.05 |=============================================== Kubuntu 20.10 ..... 27.64 |================================================ Kubuntu 21.04 Dev . 29.69 |==================================================== Etcpak 0.7 Configuration: ETC1 Mpx/s > Higher Is Better Kubuntu 18.04 ..... 319.83 |================================================ Kubuntu 20.04 ..... 325.04 |================================================= Kubuntu 20.10 ..... 339.10 |=================================================== Kubuntu 21.04 Dev . 335.75 |================================================== Etcpak 0.7 Configuration: ETC2 Mpx/s > Higher Is Better Kubuntu 18.04 ..... 188.06 |=================================================== Kubuntu 20.04 ..... 189.46 |=================================================== Kubuntu 20.10 ..... 189.02 |=================================================== Kubuntu 21.04 Dev . 186.23 |================================================== Etcpak 0.7 Configuration: ETC1 + Dithering Mpx/s > Higher Is Better Kubuntu 18.04 ..... 299.55 |================================================ Kubuntu 20.04 ..... 318.53 |=================================================== Kubuntu 20.10 ..... 320.00 |=================================================== Kubuntu 21.04 Dev . 318.79 |=================================================== G'MIC Test: 2D Function Plotting, 1000 Times Seconds < Lower Is Better Kubuntu 18.04 ..... 116.02 |=================================================== Kubuntu 20.04 ..... 114.66 |================================================== Kubuntu 20.10 ..... 116.65 |=================================================== Kubuntu 21.04 Dev . 104.57 |============================================== GEGL Operation: Crop Seconds < Lower Is Better Kubuntu 18.04 ..... 7.004 |============================================== Kubuntu 20.04 ..... 7.822 |=================================================== Kubuntu 20.10 ..... 7.818 |=================================================== Kubuntu 21.04 Dev . 7.977 |==================================================== GEGL Operation: Scale Seconds < Lower Is Better Kubuntu 18.04 ..... 4.407 |========================================= Kubuntu 20.04 ..... 5.437 |================================================== Kubuntu 20.10 ..... 5.571 |==================================================== Kubuntu 21.04 Dev . 5.611 |==================================================== GEGL Operation: Reflect Seconds < Lower Is Better Kubuntu 18.04 ..... 29.43 |=================================================== Kubuntu 20.04 ..... 30.12 |==================================================== Kubuntu 20.10 ..... 29.01 |================================================== Kubuntu 21.04 Dev . 29.25 |================================================== GEGL Operation: Color Enhance Seconds < Lower Is Better Kubuntu 18.04 ..... 56.14 |================================================= Kubuntu 20.04 ..... 59.01 |==================================================== Kubuntu 20.10 ..... 54.66 |================================================ Kubuntu 21.04 Dev . 55.51 |================================================= GEGL Operation: Rotate 90 Degrees Seconds < Lower Is Better Kubuntu 18.04 ..... 39.13 |================================================== Kubuntu 20.04 ..... 40.63 |==================================================== Kubuntu 20.10 ..... 39.26 |================================================== Kubuntu 21.04 Dev . 39.69 |=================================================== GIMP 2.10.14 Test: resize Seconds < Lower Is Better Kubuntu 18.04 . 7.644 |======================================================== GIMP 2.10.14 Test: rotate Seconds < Lower Is Better Kubuntu 18.04 . 14.60 |======================================================== GIMP 2.10.14 Test: auto-levels Seconds < Lower Is Better Kubuntu 18.04 . 15.17 |======================================================== GIMP 2.10.14 Test: unsharp-mask Seconds < Lower Is Better Kubuntu 18.04 . 18.27 |======================================================== GIMP 2.10.18 Test: resize Seconds < Lower Is Better Kubuntu 20.04 . 8.505 |====================================================== Kubuntu 20.10 . 8.853 |======================================================== GIMP 2.10.18 Test: rotate Seconds < Lower Is Better Kubuntu 20.04 . 11.87 |======================================================= Kubuntu 20.10 . 12.08 |======================================================== GIMP 2.10.18 Test: auto-levels Seconds < Lower Is Better Kubuntu 20.04 . 12.17 |====================================================== Kubuntu 20.10 . 12.55 |======================================================== GIMP 2.10.18 Test: unsharp-mask Seconds < Lower Is Better Kubuntu 20.04 . 14.87 |======================================================== Kubuntu 20.10 . 14.95 |======================================================== GIMP 2.10.22 Test: resize Seconds < Lower Is Better Kubuntu 21.04 Dev . 8.888 |==================================================== Kubuntu 21.04 Dev . 8.912 |==================================================== GIMP 2.10.22 Test: rotate Seconds < Lower Is Better Kubuntu 21.04 Dev . 12.29 |==================================================== Kubuntu 21.04 Dev . 12.38 |==================================================== GIMP 2.10.22 Test: auto-levels Seconds < Lower Is Better Kubuntu 21.04 Dev . 12.70 |==================================================== Kubuntu 21.04 Dev . 12.70 |==================================================== GIMP 2.10.22 Test: unsharp-mask Seconds < Lower Is Better Kubuntu 21.04 Dev . 15.14 |==================================================== Kubuntu 21.04 Dev . 15.20 |==================================================== Git Time To Complete Common Git Commands Seconds < Lower Is Better Kubuntu 18.04 ..... 50.17 |==================================================== Kubuntu 20.04 ..... 49.63 |=================================================== Kubuntu 20.10 ..... 50.20 |==================================================== Kubuntu 21.04 Dev . 49.95 |==================================================== GLmark2 2020.04 Resolution: 1920 x 1080 Score > Higher Is Better Kubuntu 18.04 ..... 6329 |===================================================== Kubuntu 20.04 ..... 6263 |==================================================== Kubuntu 20.10 ..... 6330 |===================================================== Kubuntu 21.04 Dev . 1533 |============= Google SynthMark 20201109 Test: VoiceMark_100 Voices > Higher Is Better Kubuntu 18.04 ..... 651.92 |================================================ Kubuntu 20.04 ..... 695.73 |=================================================== Kubuntu 20.10 ..... 697.00 |=================================================== Kubuntu 21.04 Dev . 685.58 |================================================== GROMACS 2020.3 Water Benchmark Ns Per Day > Higher Is Better Kubuntu 18.04 ..... 0.595 |==================================================== Kubuntu 20.04 ..... 0.583 |=================================================== Kubuntu 20.10 ..... 0.579 |=================================================== Kubuntu 21.04 Dev . 0.580 |=================================================== Hugin Panorama Photo Assistant + Stitching Time Seconds < Lower Is Better Kubuntu 18.04 ..... 64.06 |==================================================== Kubuntu 20.04 ..... 58.68 |================================================ Kubuntu 20.10 ..... 59.41 |================================================ Kubuntu 21.04 Dev . 59.00 |================================================ IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom M samples/s > Higher Is Better Kubuntu 18.04 ..... 0.835 |=================================================== Kubuntu 20.04 ..... 0.843 |==================================================== Kubuntu 20.10 ..... 0.844 |==================================================== Kubuntu 21.04 Dev . 0.844 |==================================================== IndigoBench 4.4 Acceleration: CPU - Scene: Supercar M samples/s > Higher Is Better Kubuntu 18.04 ..... 1.884 |==================================================== Kubuntu 20.04 ..... 1.877 |==================================================== Kubuntu 20.10 ..... 1.894 |==================================================== Kubuntu 21.04 Dev . 1.894 |==================================================== IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom M samples/s > Higher Is Better Kubuntu 18.04 ..... 5.413 |==================================================== Kubuntu 20.04 ..... 5.408 |==================================================== Kubuntu 20.10 ..... 5.425 |==================================================== Kubuntu 21.04 Dev . 5.407 |==================================================== IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar M samples/s > Higher Is Better Kubuntu 18.04 ..... 17.56 |==================================================== Kubuntu 20.04 ..... 17.65 |==================================================== Kubuntu 20.10 ..... 17.65 |==================================================== Kubuntu 21.04 Dev . 17.64 |==================================================== libavif avifenc 0.7.3 Encoder Speed: 8 Seconds < Lower Is Better Kubuntu 18.04 ..... 6.635 |================================================= Kubuntu 20.04 ..... 7.066 |==================================================== Kubuntu 20.10 ..... 6.670 |================================================= Kubuntu 21.04 Dev . 6.702 |================================================= libavif avifenc 0.7.3 Encoder Speed: 10 Seconds < Lower Is Better Kubuntu 18.04 ..... 6.194 |================================================== Kubuntu 20.04 ..... 6.445 |==================================================== Kubuntu 20.10 ..... 6.186 |================================================== Kubuntu 21.04 Dev . 6.216 |================================================== LuxCoreRender 2.3 Scene: DLSC M samples/sec > Higher Is Better Kubuntu 18.04 ..... 0.81 |===================================================== Kubuntu 20.04 ..... 0.79 |==================================================== Kubuntu 20.10 ..... 0.80 |==================================================== Kubuntu 21.04 Dev . 0.81 |===================================================== LuxCoreRender 2.3 Scene: Rainbow Colors and Prism M samples/sec > Higher Is Better Kubuntu 18.04 ..... 0.86 |==================================================== Kubuntu 20.04 ..... 0.82 |================================================== Kubuntu 20.10 ..... 0.86 |==================================================== Kubuntu 21.04 Dev . 0.87 |===================================================== LuxCoreRender OpenCL 2.3 Scene: DLSC M samples/sec > Higher Is Better Kubuntu 18.04 ..... 3.05 |==================================================== Kubuntu 20.04 ..... 3.04 |==================================================== Kubuntu 20.10 ..... 3.12 |===================================================== Kubuntu 21.04 Dev . 3.12 |===================================================== LuxCoreRender OpenCL 2.3 Scene: Food M samples/sec > Higher Is Better Kubuntu 18.04 ..... 1.03 |================================================== Kubuntu 20.04 ..... 1.06 |==================================================== Kubuntu 20.10 ..... 1.09 |===================================================== Kubuntu 21.04 Dev . 1.09 |===================================================== LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark M samples/sec > Higher Is Better Kubuntu 18.04 ..... 2.53 |=================================================== Kubuntu 20.04 ..... 2.55 |=================================================== Kubuntu 20.10 ..... 2.61 |===================================================== Kubuntu 21.04 Dev . 2.63 |===================================================== LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism M samples/sec > Higher Is Better Kubuntu 18.04 ..... 7.64 |=================================================== Kubuntu 20.04 ..... 7.69 |=================================================== Kubuntu 20.10 ..... 7.90 |===================================================== Kubuntu 21.04 Dev . 7.92 |===================================================== Mobile Neural Network 1.1.1 Model: SqueezeNetV1.0 ms < Lower Is Better Kubuntu 18.04 ..... 8.370 |==================================================== Kubuntu 20.04 ..... 8.295 |==================================================== Kubuntu 20.10 ..... 8.181 |=================================================== Kubuntu 21.04 Dev . 8.128 |================================================== Mobile Neural Network 1.1.1 Model: resnet-v2-50 ms < Lower Is Better Kubuntu 18.04 ..... 52.93 |================================================ Kubuntu 20.04 ..... 56.88 |==================================================== Kubuntu 20.10 ..... 52.69 |================================================ Kubuntu 21.04 Dev . 52.80 |================================================ Mobile Neural Network 1.1.1 Model: MobileNetV2_224 ms < Lower Is Better Kubuntu 18.04 ..... 4.600 |==================================================== Kubuntu 20.04 ..... 4.575 |==================================================== Kubuntu 20.10 ..... 4.408 |================================================== Kubuntu 21.04 Dev . 4.471 |=================================================== Mobile Neural Network 1.1.1 Model: mobilenet-v1-1.0 ms < Lower Is Better Kubuntu 18.04 ..... 4.903 |============================================ Kubuntu 20.04 ..... 5.792 |==================================================== Kubuntu 20.10 ..... 5.620 |================================================== Kubuntu 21.04 Dev . 5.611 |================================================== Mobile Neural Network 1.1.1 Model: inception-v3 ms < Lower Is Better Kubuntu 18.04 ..... 59.98 |================================================== Kubuntu 20.04 ..... 62.31 |==================================================== Kubuntu 20.10 ..... 58.70 |================================================= Kubuntu 21.04 Dev . 58.83 |================================================= Monkey Audio Encoding 3.99.6 WAV To APE Seconds < Lower Is Better Kubuntu 18.04 ..... 11.31 |================================================== Kubuntu 20.04 ..... 11.30 |================================================== Kubuntu 20.10 ..... 11.85 |==================================================== Kubuntu 21.04 Dev . 11.71 |=================================================== NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Kubuntu 18.04 ..... 3.58034 |================================================= Kubuntu 20.04 ..... 3.57506 |================================================= Kubuntu 20.10 ..... 3.67104 |================================================== Kubuntu 21.04 Dev . 3.66448 |================================================== NCNN 20201218 Target: CPU - Model: mobilenet ms < Lower Is Better Kubuntu 18.04 ..... 26.35 |==================================================== Kubuntu 20.04 ..... 25.42 |================================================== Kubuntu 20.10 ..... 25.77 |=================================================== Kubuntu 21.04 Dev . 25.61 |=================================================== NCNN 20201218 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Kubuntu 18.04 ..... 6.34 |==================================================== Kubuntu 20.04 ..... 6.46 |===================================================== Kubuntu 20.10 ..... 5.97 |================================================= Kubuntu 21.04 Dev . 5.97 |================================================= NCNN 20201218 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Kubuntu 18.04 ..... 5.91 |============================================== Kubuntu 20.04 ..... 6.75 |===================================================== Kubuntu 20.10 ..... 5.57 |============================================ Kubuntu 21.04 Dev . 5.16 |========================================= NCNN 20201218 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better Kubuntu 18.04 ..... 8.81 |===================================================== Kubuntu 20.04 ..... 8.74 |===================================================== Kubuntu 20.10 ..... 8.08 |================================================= Kubuntu 21.04 Dev . 8.13 |================================================= NCNN 20201218 Target: CPU - Model: mnasnet ms < Lower Is Better Kubuntu 18.04 ..... 5.90 |=================================================== Kubuntu 20.04 ..... 6.19 |===================================================== Kubuntu 20.10 ..... 5.86 |================================================== Kubuntu 21.04 Dev . 5.87 |================================================== NCNN 20201218 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better Kubuntu 18.04 ..... 10.24 |==================================================== Kubuntu 20.04 ..... 9.70 |================================================= Kubuntu 20.10 ..... 9.03 |============================================== Kubuntu 21.04 Dev . 9.36 |================================================ NCNN 20201218 Target: CPU - Model: blazeface ms < Lower Is Better Kubuntu 18.04 ..... 2.75 |===================================================== Kubuntu 20.04 ..... 2.71 |==================================================== Kubuntu 20.10 ..... 2.55 |================================================= Kubuntu 21.04 Dev . 2.62 |================================================== NCNN 20201218 Target: CPU - Model: googlenet ms < Lower Is Better Kubuntu 18.04 ..... 21.36 |==================================================== Kubuntu 20.04 ..... 21.27 |==================================================== Kubuntu 20.10 ..... 19.72 |================================================ Kubuntu 21.04 Dev . 20.10 |================================================= NCNN 20201218 Target: CPU - Model: vgg16 ms < Lower Is Better Kubuntu 18.04 ..... 77.65 |==================================================== Kubuntu 20.04 ..... 72.94 |================================================= Kubuntu 20.10 ..... 71.89 |================================================ Kubuntu 21.04 Dev . 73.33 |================================================= NCNN 20201218 Target: CPU - Model: resnet18 ms < Lower Is Better Kubuntu 18.04 ..... 21.24 |==================================================== Kubuntu 20.04 ..... 20.73 |=================================================== Kubuntu 20.10 ..... 20.04 |================================================= Kubuntu 21.04 Dev . 20.21 |================================================= NCNN 20201218 Target: CPU - Model: alexnet ms < Lower Is Better Kubuntu 18.04 ..... 17.60 |==================================================== Kubuntu 20.04 ..... 17.08 |================================================== Kubuntu 20.10 ..... 16.95 |================================================== Kubuntu 21.04 Dev . 16.92 |================================================== NCNN 20201218 Target: CPU - Model: resnet50 ms < Lower Is Better Kubuntu 18.04 ..... 42.75 |==================================================== Kubuntu 20.04 ..... 41.12 |================================================== Kubuntu 20.10 ..... 41.74 |=================================================== Kubuntu 21.04 Dev . 41.56 |=================================================== NCNN 20201218 Target: CPU - Model: yolov4-tiny ms < Lower Is Better Kubuntu 18.04 ..... 37.36 |=================================================== Kubuntu 20.04 ..... 37.52 |==================================================== Kubuntu 20.10 ..... 37.86 |==================================================== Kubuntu 21.04 Dev . 36.86 |=================================================== NCNN 20201218 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better Kubuntu 18.04 ..... 26.58 |================================================== Kubuntu 20.04 ..... 27.55 |=================================================== Kubuntu 20.10 ..... 26.97 |================================================== Kubuntu 21.04 Dev . 27.88 |==================================================== NCNN 20201218 Target: CPU - Model: regnety_400m ms < Lower Is Better Kubuntu 18.04 ..... 19.18 |==================================================== Kubuntu 20.04 ..... 18.90 |=================================================== Kubuntu 20.10 ..... 17.58 |================================================ Kubuntu 21.04 Dev . 17.35 |=============================================== NCNN 20201218 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better Kubuntu 18.04 ..... 26.48 |==================================================== Kubuntu 20.04 ..... 25.22 |================================================== Kubuntu 20.10 ..... 25.88 |=================================================== Kubuntu 21.04 Dev . 25.42 |================================================== NCNN 20201218 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Kubuntu 18.04 ..... 6.27 |===================================================== Kubuntu 20.04 ..... 5.88 |================================================== Kubuntu 20.10 ..... 5.97 |================================================== Kubuntu 21.04 Dev . 5.99 |=================================================== NCNN 20201218 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Kubuntu 18.04 ..... 5.55 |===================================================== Kubuntu 20.04 ..... 5.16 |================================================= Kubuntu 20.10 ..... 5.10 |================================================= Kubuntu 21.04 Dev . 5.41 |==================================================== NCNN 20201218 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better Kubuntu 18.04 ..... 8.92 |===================================================== Kubuntu 20.04 ..... 8.52 |=================================================== Kubuntu 20.10 ..... 7.84 |=============================================== Kubuntu 21.04 Dev . 8.36 |================================================== NCNN 20201218 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better Kubuntu 18.04 ..... 5.73 |============================================= Kubuntu 20.04 ..... 6.68 |===================================================== Kubuntu 20.10 ..... 6.08 |================================================ Kubuntu 21.04 Dev . 5.70 |============================================= NCNN 20201218 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better Kubuntu 18.04 ..... 9.50 |=================================================== Kubuntu 20.04 ..... 9.88 |===================================================== Kubuntu 20.10 ..... 9.06 |================================================= Kubuntu 21.04 Dev . 9.36 |================================================== NCNN 20201218 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better Kubuntu 18.04 ..... 2.43 |============================================== Kubuntu 20.04 ..... 2.77 |===================================================== Kubuntu 20.10 ..... 2.56 |================================================= Kubuntu 21.04 Dev . 2.46 |=============================================== NCNN 20201218 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better Kubuntu 18.04 ..... 20.53 |================================================== Kubuntu 20.04 ..... 21.21 |==================================================== Kubuntu 20.10 ..... 19.70 |================================================ Kubuntu 21.04 Dev . 19.72 |================================================ NCNN 20201218 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better Kubuntu 18.04 ..... 79.53 |==================================================== Kubuntu 20.04 ..... 73.36 |================================================ Kubuntu 20.10 ..... 72.14 |=============================================== Kubuntu 21.04 Dev . 73.17 |================================================ NCNN 20201218 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better Kubuntu 18.04 ..... 21.10 |==================================================== Kubuntu 20.04 ..... 21.21 |==================================================== Kubuntu 20.10 ..... 19.76 |================================================ Kubuntu 21.04 Dev . 19.22 |=============================================== NCNN 20201218 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better Kubuntu 18.04 ..... 18.11 |==================================================== Kubuntu 20.04 ..... 16.37 |=============================================== Kubuntu 20.10 ..... 16.68 |================================================ Kubuntu 21.04 Dev . 15.95 |============================================== NCNN 20201218 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better Kubuntu 18.04 ..... 42.95 |==================================================== Kubuntu 20.04 ..... 41.02 |================================================== Kubuntu 20.10 ..... 41.78 |=================================================== Kubuntu 21.04 Dev . 41.38 |================================================== NCNN 20201218 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better Kubuntu 18.04 ..... 38.06 |==================================================== Kubuntu 20.04 ..... 37.60 |=================================================== Kubuntu 20.10 ..... 36.92 |================================================== Kubuntu 21.04 Dev . 36.66 |================================================== NCNN 20201218 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better Kubuntu 18.04 ..... 27.12 |==================================================== Kubuntu 20.04 ..... 26.98 |==================================================== Kubuntu 20.10 ..... 26.99 |==================================================== Kubuntu 21.04 Dev . 27.01 |==================================================== NCNN 20201218 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better Kubuntu 18.04 ..... 18.37 |==================================================== Kubuntu 20.04 ..... 18.28 |==================================================== Kubuntu 20.10 ..... 17.85 |=================================================== Kubuntu 21.04 Dev . 17.63 |================================================== OCRMyPDF 10.3.1+dfsg Processing 60 Page PDF Document Seconds < Lower Is Better Kubuntu 20.10 ..... 35.94 |==================================================== Kubuntu 20.10 ..... 35.36 |=================================================== Kubuntu 21.04 Dev . 35.28 |=================================================== Kubuntu 21.04 Dev . 35.26 |=================================================== OCRMyPDF 6.1.2 Processing 60 Page PDF Document Seconds < Lower Is Better Kubuntu 18.04 . 56.45 |======================================================== OCRMyPDF 9.6.0+dfsg Processing 60 Page PDF Document Seconds < Lower Is Better Kubuntu 20.04 . 48.67 |======================================================== OctaneBench 2020.1 Total Score Score > Higher Is Better Kubuntu 18.04 ..... 180.68 |=================================================== Kubuntu 20.04 ..... 179.88 |=================================================== Kubuntu 20.10 ..... 181.01 |=================================================== Kubuntu 21.04 Dev . 180.83 |=================================================== OpenFOAM 8 Input: Motorbike 30M Seconds < Lower Is Better Kubuntu 18.04 ..... 276.49 |============================================== Kubuntu 20.04 ..... 303.46 |=================================================== Kubuntu 20.10 ..... 303.90 |=================================================== Kubuntu 21.04 Dev . 302.29 |=================================================== Opus Codec Encoding 1.3.1 WAV To Opus Encode Seconds < Lower Is Better Kubuntu 18.04 ..... 8.772 |==================================================== Kubuntu 20.04 ..... 8.610 |=================================================== Kubuntu 20.10 ..... 8.610 |=================================================== Kubuntu 21.04 Dev . 8.540 |=================================================== rav1e 0.4 Speed: 10 Frames Per Second > Higher Is Better Kubuntu 18.04 ..... 3.406 |=================================================== Kubuntu 20.04 ..... 3.309 |================================================= Kubuntu 20.10 ..... 3.321 |================================================= Kubuntu 21.04 Dev . 3.506 |==================================================== RawTherapee Total Benchmark Time Seconds < Lower Is Better Kubuntu 18.04 ..... 75.49 |=============================================== Kubuntu 20.04 ..... 83.49 |==================================================== Kubuntu 20.10 ..... 83.92 |==================================================== Kubuntu 21.04 Dev . 82.86 |=================================================== RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better Kubuntu 18.04 ..... 16.49 |==================================================== Kubuntu 20.04 ..... 16.61 |==================================================== Kubuntu 20.10 ..... 16.60 |==================================================== Kubuntu 21.04 Dev . 16.57 |==================================================== RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better Kubuntu 18.04 ..... 109.83 |=================================================== Kubuntu 20.04 ..... 110.25 |=================================================== Kubuntu 20.10 ..... 109.95 |=================================================== Kubuntu 21.04 Dev . 109.87 |=================================================== RedShift Demo 3.0 Seconds < Lower Is Better Kubuntu 18.04 ..... 490 |===================================================== Kubuntu 20.04 ..... 495 |====================================================== Kubuntu 20.10 ..... 493 |====================================================== Kubuntu 21.04 Dev . 494 |====================================================== Selenium Benchmark: ARES-6 - Browser: Firefox ms < Lower Is Better Kubuntu 18.04 ..... 59.03 |==================================================== Kubuntu 20.04 ..... 59.28 |==================================================== Kubuntu 20.10 ..... 59.25 |==================================================== Kubuntu 21.04 Dev . 58.67 |=================================================== Selenium Benchmark: Kraken - Browser: Firefox ms < Lower Is Better Kubuntu 18.04 ..... 1386.2 |=================================================== Kubuntu 20.04 ..... 1364.7 |================================================== Kubuntu 20.10 ..... 1374.1 |=================================================== Kubuntu 21.04 Dev . 1326.7 |================================================= Selenium Benchmark: MotionMark - Browser: Firefox Score > Higher Is Better Kubuntu 18.04 ..... 158.94 |=================================================== Kubuntu 20.04 ..... 158.96 |=================================================== Kubuntu 20.10 ..... 157.49 |=================================================== Kubuntu 21.04 Dev . 157.28 |================================================== Selenium Benchmark: StyleBench - Browser: Firefox Runs / Minute > Higher Is Better Kubuntu 18.04 ..... 92.6 |===================================================== Kubuntu 20.04 ..... 92.6 |===================================================== Kubuntu 20.10 ..... 92.3 |===================================================== Kubuntu 21.04 Dev . 92.2 |===================================================== Selenium Benchmark: Jetstream 2 - Browser: Firefox Score > Higher Is Better Kubuntu 18.04 ..... 69.20 |================================================== Kubuntu 20.04 ..... 69.84 |=================================================== Kubuntu 20.10 ..... 69.20 |================================================== Kubuntu 21.04 Dev . 71.48 |==================================================== Selenium Benchmark: PSPDFKit WASM - Browser: Firefox Score < Lower Is Better Kubuntu 18.04 ..... 3362 |===================================================== Kubuntu 20.04 ..... 3353 |===================================================== Kubuntu 20.10 ..... 3369 |===================================================== Kubuntu 21.04 Dev . 3355 |===================================================== SQLite Speedtest 3.30 Timed Time - Size 1,000 Seconds < Lower Is Better Kubuntu 18.04 ..... 64.36 |==================================================== Kubuntu 20.04 ..... 63.34 |=================================================== Kubuntu 20.10 ..... 61.60 |================================================== Kubuntu 21.04 Dev . 62.75 |=================================================== SVT-AV1 0.8 Encoder Mode: Enc Mode 8 - Input: 1080p Frames Per Second > Higher Is Better Kubuntu 18.04 ..... 15.32 |==================================================== Kubuntu 20.04 ..... 13.80 |=============================================== Kubuntu 20.10 ..... 14.05 |================================================ Kubuntu 21.04 Dev . 14.17 |================================================ TensorFlow Lite 2020-08-23 Model: SqueezeNet Microseconds < Lower Is Better Kubuntu 18.04 ..... 397217 |================================================= Kubuntu 20.04 ..... 413923 |=================================================== Kubuntu 20.10 ..... 397433 |================================================= Kubuntu 21.04 Dev . 397125 |================================================= TensorFlow Lite 2020-08-23 Model: Inception V4 Microseconds < Lower Is Better Kubuntu 18.04 ..... 5876820 |================================================= Kubuntu 20.04 ..... 5948167 |================================================== Kubuntu 20.10 ..... 5883677 |================================================= Kubuntu 21.04 Dev . 5886227 |================================================= TensorFlow Lite 2020-08-23 Model: NASNet Mobile Microseconds < Lower Is Better Kubuntu 18.04 ..... 347299 |=================================================== Kubuntu 20.04 ..... 349195 |=================================================== Kubuntu 20.10 ..... 346734 |=================================================== Kubuntu 21.04 Dev . 347106 |=================================================== TensorFlow Lite 2020-08-23 Model: Mobilenet Float Microseconds < Lower Is Better Kubuntu 18.04 ..... 275401 |=================================================== Kubuntu 20.04 ..... 277078 |=================================================== Kubuntu 20.10 ..... 275014 |=================================================== Kubuntu 21.04 Dev . 273776 |================================================== TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Microseconds < Lower Is Better Kubuntu 18.04 ..... 279323 |================================================== Kubuntu 20.04 ..... 286470 |=================================================== Kubuntu 20.10 ..... 279621 |================================================== Kubuntu 21.04 Dev . 277899 |================================================= TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Microseconds < Lower Is Better Kubuntu 18.04 ..... 5317610 |================================================= Kubuntu 20.04 ..... 5388070 |================================================== Kubuntu 20.10 ..... 5326567 |================================================= Kubuntu 21.04 Dev . 5306953 |================================================= TNN 0.2.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better Kubuntu 18.04 ..... 319.66 |================================================= Kubuntu 20.04 ..... 332.52 |=================================================== Kubuntu 20.10 ..... 324.11 |================================================== Kubuntu 21.04 Dev . 318.71 |================================================= TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better Kubuntu 18.04 ..... 299.47 |=================================================== Kubuntu 20.04 ..... 302.42 |=================================================== Kubuntu 20.10 ..... 301.26 |=================================================== Kubuntu 21.04 Dev . 302.12 |=================================================== Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: No Seconds < Lower Is Better Kubuntu 18.04 ..... 2.078 |==================================================== Kubuntu 20.04 ..... 2.068 |==================================================== Kubuntu 20.10 ..... 2.073 |==================================================== Kubuntu 21.04 Dev . 2.081 |==================================================== Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Seconds < Lower Is Better Kubuntu 18.04 ..... 6.893 |================================================== Kubuntu 20.04 ..... 7.089 |==================================================== Kubuntu 20.10 ..... 7.085 |==================================================== Kubuntu 21.04 Dev . 7.122 |==================================================== WavPack Audio Encoding 5.3 WAV To WavPack Seconds < Lower Is Better Kubuntu 18.04 ..... 14.68 |=================================================== Kubuntu 20.04 ..... 14.58 |=================================================== Kubuntu 20.10 ..... 14.95 |==================================================== Kubuntu 21.04 Dev . 14.78 |=================================================== WebP Image Encode 1.1 Encode Settings: Default Encode Time - Seconds < Lower Is Better Kubuntu 18.04 ..... 1.548 |=================================================== Kubuntu 20.04 ..... 1.566 |==================================================== Kubuntu 20.10 ..... 1.486 |================================================= Kubuntu 21.04 Dev . 1.507 |================================================== WebP Image Encode 1.1 Encode Settings: Quality 100 Encode Time - Seconds < Lower Is Better Kubuntu 18.04 ..... 2.387 |=================================================== Kubuntu 20.04 ..... 2.447 |==================================================== Kubuntu 20.10 ..... 2.376 |================================================== Kubuntu 21.04 Dev . 2.427 |==================================================== WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless Encode Time - Seconds < Lower Is Better Kubuntu 18.04 ..... 17.41 |==================================================== Kubuntu 20.04 ..... 17.10 |=================================================== Kubuntu 20.10 ..... 17.26 |==================================================== Kubuntu 21.04 Dev . 17.41 |==================================================== WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression Encode Time - Seconds < Lower Is Better Kubuntu 18.04 ..... 7.571 |==================================================== Kubuntu 20.04 ..... 7.193 |================================================= Kubuntu 20.10 ..... 7.263 |================================================== Kubuntu 21.04 Dev . 7.357 |=================================================== WebP2 Image Encode 20210126 Encode Settings: Default Seconds < Lower Is Better Kubuntu 18.04 ..... 6.649 |========================================= Kubuntu 20.04 ..... 8.340 |==================================================== Kubuntu 20.10 ..... 7.676 |================================================ Kubuntu 21.04 Dev . 7.413 |============================================== WebP2 Image Encode 20210126 Encode Settings: Quality 75, Compression Effort 7 Seconds < Lower Is Better Kubuntu 18.04 ..... 505.11 |================================================ Kubuntu 20.04 ..... 532.89 |=================================================== Kubuntu 20.10 ..... 515.46 |================================================= Kubuntu 21.04 Dev . 516.06 |================================================= WebP2 Image Encode 20210126 Encode Settings: Quality 95, Compression Effort 7 Seconds < Lower Is Better Kubuntu 18.04 ..... 920.49 |================================================ Kubuntu 20.04 ..... 972.60 |=================================================== Kubuntu 20.10 ..... 949.22 |================================================== Kubuntu 21.04 Dev . 951.27 |================================================== WebP2 Image Encode 20210126 Encode Settings: Quality 100, Compression Effort 5 Seconds < Lower Is Better Kubuntu 18.04 ..... 25.66 |============================================== Kubuntu 20.04 ..... 29.13 |==================================================== Kubuntu 20.10 ..... 28.69 |=================================================== Kubuntu 21.04 Dev . 28.60 |=================================================== x265 3.4 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better Kubuntu 18.04 ..... 8.46 |===================================================== Kubuntu 20.04 ..... 8.25 |=================================================== Kubuntu 20.10 ..... 8.53 |===================================================== Kubuntu 21.04 Dev . 8.41 |==================================================== x265 3.4 Video Input: Bosphorus 1080p Frames Per Second > Higher Is Better Kubuntu 18.04 ..... 36.67 |==================================================== Kubuntu 20.04 ..... 36.57 |=================================================== Kubuntu 20.10 ..... 36.78 |==================================================== Kubuntu 21.04 Dev . 37.02 |==================================================== YafaRay 3.4.1 Total Time For Sample Scene Seconds < Lower Is Better Kubuntu 18.04 . 334.29 |======================================================= Kubuntu 20.04 . 327.36 |====================================================== Kubuntu 20.10 . 320.60 |=====================================================