icelake ncnn cassandra Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus ICL GT2 3GB on Ubuntu 21.04 via the Phoronix Test Suite. 1: Processor: Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads), Motherboard: Dell 06CDVY (1.0.9 BIOS), Chipset: Intel Ice Lake-LP DRAM, Memory: 16GB, Disk: Toshiba KBG40ZPZ512G NVMe 512GB, Graphics: Intel Iris Plus ICL GT2 3GB (1100MHz), Audio: Realtek ALC289, Network: Intel Killer Wi-Fi 6 AX1650i 160MHz OS: Ubuntu 21.04, Kernel: 5.13.0-051300-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.2.0-devel (git-4698755 2021-07-03 hirsute-oibaf-ppa), Vulkan: 1.2.182, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1200 2: Processor: Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads), Motherboard: Dell 06CDVY (1.0.9 BIOS), Chipset: Intel Ice Lake-LP DRAM, Memory: 16GB, Disk: Toshiba KBG40ZPZ512G NVMe 512GB, Graphics: Intel Iris Plus ICL GT2 3GB (1100MHz), Audio: Realtek ALC289, Network: Intel Killer Wi-Fi 6 AX1650i 160MHz OS: Ubuntu 21.04, Kernel: 5.13.0-051300-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.2.0-devel (git-4698755 2021-07-03 hirsute-oibaf-ppa), Vulkan: 1.2.182, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1200 3: Processor: Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads), Motherboard: Dell 06CDVY (1.0.9 BIOS), Chipset: Intel Ice Lake-LP DRAM, Memory: 16GB, Disk: Toshiba KBG40ZPZ512G NVMe 512GB, Graphics: Intel Iris Plus ICL GT2 3GB (1100MHz), Audio: Realtek ALC289, Network: Intel Killer Wi-Fi 6 AX1650i 160MHz OS: Ubuntu 21.04, Kernel: 5.13.0-051300-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 21.2.0-devel (git-4698755 2021-07-03 hirsute-oibaf-ppa), Vulkan: 1.2.182, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1200 Apache Cassandra 4.0 Test: Writes Op/s > Higher Is Better 1 . 27648 |================================================================= 2 . 27257 |================================================================ 3 . 28745 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 21.48 |==================================================================== 2 . 21.48 |==================================================================== 3 . 20.41 |================================================================= NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better 1 . 39.82 |=================================================================== 2 . 40.60 |==================================================================== 3 . 38.85 |================================================================= NCNN 20210720 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better 1 . 16.94 |=================================================================== 2 . 17.24 |==================================================================== 3 . 16.81 |================================================================== NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better 1 . 16.00 |================================================================== 2 . 16.10 |=================================================================== 3 . 16.39 |==================================================================== NCNN 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 15.45 |=================================================================== 2 . 15.34 |=================================================================== 3 . 15.57 |==================================================================== Apache Cassandra 4.0 Test: Mixed 1:1 Op/s > Higher Is Better 1 . 21872 |=================================================================== 2 . 22049 |==================================================================== 3 . 22194 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better 1 . 21.45 |==================================================================== 2 . 21.37 |==================================================================== 3 . 21.52 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better 1 . 16.27 |==================================================================== 2 . 16.30 |==================================================================== 3 . 16.32 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 16.70 |==================================================================== 2 . 16.66 |==================================================================== 3 . 16.65 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better 1 . 32.62 |==================================================================== 2 . 32.69 |==================================================================== 3 . 32.67 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better 1 . 79.44 |==================================================================== 2 . 79.60 |==================================================================== 3 . 79.56 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better 1 . 15.67 |==================================================================== 2 . 15.70 |==================================================================== 3 . 15.67 |==================================================================== Apache Cassandra 4.0 Test: Mixed 1:3 Op/s > Higher Is Better 1 . 20766 |================================================================== 2 . 21210 |=================================================================== 3 . 21438 |==================================================================== Apache Cassandra 4.0 Test: Reads Op/s > Higher Is Better 1 . 23593 |================================================================== 2 . 23656 |================================================================== 3 . 24281 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better 1 . 4.48 |=================================================================== 2 . 4.37 |================================================================= 3 . 4.64 |===================================================================== NCNN 20210720 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better 1 . 12.87 |================================================================= 2 . 13.11 |================================================================== 3 . 13.56 |==================================================================== NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 13.73 |=================================================================== 2 . 13.84 |==================================================================== 3 . 13.92 |==================================================================== NCNN 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 12.48 |================================================================= 2 . 12.28 |================================================================ 3 . 13.15 |==================================================================== NCNN 20210720 Target: CPU - Model: regnety_400m ms < Lower Is Better 1 . 13.20 |================================================================== 2 . 12.79 |================================================================ 3 . 13.52 |==================================================================== NCNN 20210720 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better 1 . 35.86 |=================================================================== 2 . 35.23 |================================================================== 3 . 36.24 |==================================================================== NCNN 20210720 Target: CPU - Model: yolov4-tiny ms < Lower Is Better 1 . 39.53 |================================================================= 2 . 41.58 |==================================================================== 3 . 40.85 |=================================================================== NCNN 20210720 Target: CPU - Model: resnet50 ms < Lower Is Better 1 . 43.48 |==================================================================== 2 . 41.88 |================================================================= 3 . 42.82 |=================================================================== NCNN 20210720 Target: CPU - Model: alexnet ms < Lower Is Better 1 . 19.12 |==================================================================== 2 . 18.54 |================================================================== 3 . 19.00 |==================================================================== NCNN 20210720 Target: CPU - Model: resnet18 ms < Lower Is Better 1 . 21.37 |=================================================================== 2 . 21.19 |================================================================== 3 . 21.75 |==================================================================== NCNN 20210720 Target: CPU - Model: vgg16 ms < Lower Is Better 1 . 72.85 |=================================================================== 2 . 71.53 |================================================================== 3 . 74.13 |==================================================================== NCNN 20210720 Target: CPU - Model: googlenet ms < Lower Is Better 1 . 22.56 |================================================================== 2 . 21.69 |=============================================================== 3 . 23.40 |==================================================================== NCNN 20210720 Target: CPU - Model: blazeface ms < Lower Is Better 1 . 2.33 |================================================================== 2 . 2.25 |================================================================ 3 . 2.43 |===================================================================== NCNN 20210720 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better 1 . 10.03 |================================================================= 2 . 10.18 |================================================================== 3 . 10.45 |==================================================================== NCNN 20210720 Target: CPU - Model: mnasnet ms < Lower Is Better 1 . 6.20 |================================================================== 2 . 6.23 |================================================================== 3 . 6.48 |===================================================================== NCNN 20210720 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better 1 . 5.64 |================================================================= 2 . 5.73 |================================================================== 3 . 5.96 |===================================================================== NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better 1 . 5.92 |================================================================ 2 . 6.10 |================================================================== 3 . 6.36 |===================================================================== NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better 1 . 6.20 |============================================================ 2 . 6.33 |============================================================= 3 . 7.15 |===================================================================== NCNN 20210720 Target: CPU - Model: mobilenet ms < Lower Is Better 1 . 28.19 |=================================================================== 2 . 28.78 |==================================================================== 3 . 28.26 |===================================================================