nn gravity too Intel Xeon E-2288G testing with a Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS) and NVIDIA Quadro RTX 4000 8GB on Ubuntu 20.10 via the Phoronix Test Suite. ,,"1","2","3" Processor,,Intel Xeon E-2288G @ 5.00GHz (8 Cores / 16 Threads),Intel Xeon E-2288G @ 5.00GHz (8 Cores / 16 Threads),Intel Xeon E-2288G @ 5.00GHz (8 Cores / 16 Threads) Motherboard,,Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS),Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS),Compulab SBC-ATCFL v1.2 (ATOP3.PRD.0.29.2 BIOS) Chipset,,Intel Cannon Lake PCH,Intel Cannon Lake PCH,Intel Cannon Lake PCH Memory,,64GB,64GB,64GB Disk,,Samsung SSD 970 EVO Plus 250GB,Samsung SSD 970 EVO Plus 250GB,Samsung SSD 970 EVO Plus 250GB Graphics,,NVIDIA Quadro RTX 4000 8GB,NVIDIA Quadro RTX 4000 8GB,NVIDIA Quadro RTX 4000 8GB Audio,,Intel Cannon Lake PCH cAVS,Intel Cannon Lake PCH cAVS,Intel Cannon Lake PCH cAVS Monitor,,VE228,VE228,VE228 Network,,Intel I219-LM + Intel I210,Intel I219-LM + Intel I210,Intel I219-LM + Intel I210 OS,,Ubuntu 20.10,Ubuntu 20.10,Ubuntu 20.10 Kernel,,5.8.0-41-generic (x86_64),5.8.0-41-generic (x86_64),5.8.0-41-generic (x86_64) Desktop,,GNOME Shell 3.38.2,GNOME Shell 3.38.2,GNOME Shell 3.38.2 Display Server,,X Server 1.20.9,X Server 1.20.9,X Server 1.20.9 Display Driver,,NVIDIA 460.32.03,NVIDIA 460.32.03,NVIDIA 460.32.03 OpenGL,,4.6.0,4.6.0,4.6.0 OpenCL,,OpenCL 1.2 CUDA 11.2.109,OpenCL 1.2 CUDA 11.2.109,OpenCL 1.2 CUDA 11.2.109 Vulkan,,1.2.155,1.2.155,1.2.155 Compiler,,GCC 10.2.0,GCC 10.2.0,GCC 10.2.0 File-System,,ext4,ext4,ext4 Screen Resolution,,1920x1080,1920x1080,1920x1080 ,,"1","2","3" "GravityMark - Resolution: 800 x 600 - Renderer: OpenGL (FPS)",HIB,136.2,135.3,132.7 "GravityMark - Resolution: 800 x 600 - Renderer: Vulkan (FPS)",HIB,157.9,157.4,150.3 "GravityMark - Resolution: 1024 x 768 - Renderer: OpenGL (FPS)",HIB,123.3,120.7,113.7 "GravityMark - Resolution: 1024 x 768 - Renderer: Vulkan (FPS)",HIB,140.3,139.1,137.4 "GravityMark - Resolution: 1280 x 1024 - Renderer: OpenGL (FPS)",HIB,110.1,108.2,106.4 "GravityMark - Resolution: 1280 x 1024 - Renderer: Vulkan (FPS)",HIB,129.2,128.8,126.4 "GravityMark - Resolution: 1920 x 1080 - Renderer: OpenGL (FPS)",HIB,98.6,93.4,91.8 "GravityMark - Resolution: 1920 x 1080 - Renderer: Vulkan (FPS)",HIB,114.2,107.6,106.2 "Mobile Neural Network - Model: mobilenetV3 (ms)",LIB,1.904,2.005,1.968 "Mobile Neural Network - Model: squeezenetv1.1 (ms)",LIB,3.987,4.090,4.132 "Mobile Neural Network - Model: resnet-v2-50 (ms)",LIB,29.165,30.117,30.630 "Mobile Neural Network - Model: SqueezeNetV1.0 (ms)",LIB,5.885,6.314,6.181 "Mobile Neural Network - Model: MobileNetV2_224 (ms)",LIB,3.220,3.594,3.483 "Mobile Neural Network - Model: mobilenet-v1-1.0 (ms)",LIB,2.745,3.045,3.143 "Mobile Neural Network - Model: inception-v3 (ms)",LIB,39.061,40.704,40.094 "NCNN - Target: CPU - Model: mobilenet (ms)",LIB,17.79,18.62,18.47 "NCNN - Target: CPU-v2-v2 - Model: mobilenet-v2 (ms)",LIB,4.93,5.04,5.05 "NCNN - Target: CPU-v3-v3 - Model: mobilenet-v3 (ms)",LIB,4.16,4.00,3.99 "NCNN - Target: CPU - Model: shufflenet-v2 (ms)",LIB,3.57,3.51,3.53 "NCNN - Target: CPU - Model: mnasnet (ms)",LIB,3.91,3.82,3.86 "NCNN - Target: CPU - Model: efficientnet-b0 (ms)",LIB,6.37,6.66,6.65 "NCNN - Target: CPU - Model: blazeface (ms)",LIB,1.63,1.62,1.66 "NCNN - Target: CPU - Model: googlenet (ms)",LIB,14.70,15.19,16.10 "NCNN - Target: CPU - Model: vgg16 (ms)",LIB,64.48,67.85,69.18 "NCNN - Target: CPU - Model: resnet18 (ms)",LIB,15.63,16.68,16.43 "NCNN - Target: CPU - Model: alexnet (ms)",LIB,13.52,13.83,13.70 "NCNN - Target: CPU - Model: resnet50 (ms)",LIB,26.31,27.74,27.83 "NCNN - Target: CPU - Model: yolov4-tiny (ms)",LIB,27.26,29.93,29.44 "NCNN - Target: CPU - Model: squeezenet_ssd (ms)",LIB,19.65,20.94,20.91 "NCNN - Target: CPU - Model: regnety_400m (ms)",LIB,9.31,9.73,10.04 "TNN - Target: CPU - Model: DenseNet (ms)",LIB,3120.889,3147.923,3140.922 "TNN - Target: CPU - Model: MobileNet v2 (ms)",LIB,293.189,293.473,293.975 "TNN - Target: CPU - Model: SqueezeNet v2 (ms)",LIB,62.971,63.426,63.611 "TNN - Target: CPU - Model: SqueezeNet v1.1 (ms)",LIB,269.273,268.105,268.400