Dell Tiger Lake Stock Configuration
Intel Core i7-1165G7 testing with a Dell 0GG9PT (1.0.1 BIOS) and Intel Xe 3GB on Ubuntu 20.04 via the Phoronix Test Suite.


Dell Stock: 

	Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (1.0.1 BIOS), Chipset: Intel Device a0ef, Memory: 16GB, Disk: KIOXIA KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Device a0f0

	OS: Ubuntu 20.04, Kernel: 5.6.0-1031-oem (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.8, Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1200

Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev: 

	Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (1.0.1 BIOS), Chipset: Intel Device a0ef, Memory: 16GB, Disk: KIOXIA KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Device a0f0

	OS: Ubuntu 20.04, Kernel: 5.9.0-050900-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.3.0-devel (git-442f48f 2020-10-15 focal-oibaf-ppa), Vulkan: 1.2.145, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1200

Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev: 

	Processor: Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads), Motherboard: Dell 0GG9PT (1.0.1 BIOS), Chipset: Intel Device a0ef, Memory: 16GB, Disk: KIOXIA KBG40ZNS256G NVMe 256GB, Graphics: Intel Xe 3GB (1300MHz), Audio: Realtek ALC289, Network: Intel Device a0f0

	OS: Ubuntu 20.04, Kernel: 5.9.0-050900daily20201016-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.3.0-devel (git-442f48f 2020-10-15 focal-oibaf-ppa), Vulkan: 1.2.145, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1200


SQLite 3.30.1
Threads / Copies: 1
Seconds < Lower Is Better
Dell Stock .................................... 29.43 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 29.34 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 29.38 |========================


RealSR-NCNN 20200818
Scale: 4x - TAA: No
Seconds < Lower Is Better
Dell Stock .................................... 326.45 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 73.87  |=====
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 74.03  |=====


ET: Legacy 2.75
Renderer: Renderer2 - Resolution: 1920 x 1200
Frames Per Second > Higher Is Better
Dell Stock .................................... 84.7  |==================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 113.1 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 114.5 |========================


Tesseract 2014-05-12
Resolution: 1920 x 1200
Frames Per Second > Higher Is Better
Dell Stock .................................... 60.64 |===============
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 96.84 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 97.81 |========================


Xonotic 0.8.2
Resolution: 1920 x 1200 - Effects Quality: High
Frames Per Second > Higher Is Better
Dell Stock .................................... 125.81 |===============
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 190.14 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 189.93 |=======================


Xonotic 0.8.2
Resolution: 1920 x 1200 - Effects Quality: Ultra
Frames Per Second > Higher Is Better
Dell Stock .................................... 86.24  |============
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 160.30 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 162.07 |=======================


Xonotic 0.8.2
Resolution: 1920 x 1200 - Effects Quality: Ultimate
Frames Per Second > Higher Is Better
Dell Stock .................................... 57.89  |===========
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 121.46 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 121.55 |=======================


GLmark2 2020.04
Resolution: 1920 x 1200
Score > Higher Is Better
Dell Stock .................................... 559 |=================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 840 |==========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 833 |==========================


NAMD 2.14
ATPase Simulation - 327,506 Atoms
days/ns < Lower Is Better
Dell Stock .................................... 4.25953 |======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 4.34954 |======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 4.25984 |======================


FFTE 7.0
N=256, 3D Complex FFT Routine
MFLOPS > Higher Is Better
Dell Stock .................................... 22977.07 |=====================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 22845.27 |=====================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 23067.41 |=====================


Timed HMMer Search 3.3.1
Pfam Database Search
Seconds < Lower Is Better
Dell Stock .................................... 191.57 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 190.96 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 192.10 |=======================


Timed MAFFT Alignment 7.471
Multiple Sequence Alignment - LSU RNA
Seconds < Lower Is Better
Dell Stock .................................... 11.03 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 10.88 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 10.95 |========================


WebP Image Encode 1.1
Encode Settings: Quality 100, Lossless
Encode Time - Seconds < Lower Is Better
Dell Stock .................................... 23.59 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 23.65 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 23.69 |========================


WebP Image Encode 1.1
Encode Settings: Quality 100, Highest Compression
Encode Time - Seconds < Lower Is Better
Dell Stock .................................... 9.648 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 9.656 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 9.642 |========================


WebP Image Encode 1.1
Encode Settings: Quality 100, Lossless, Highest Compression
Encode Time - Seconds < Lower Is Better
Dell Stock .................................... 49.05 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 48.98 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 49.07 |========================


BYTE Unix Benchmark 3.6
Computational Test: Dhrystone 2
LPS > Higher Is Better
Dell Stock .................................... 38796199.4 |===================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 38743943.6 |===================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 38803868.1 |===================


Zstd Compression 1.4.5
Compression Level: 3
MB/s > Higher Is Better
Dell Stock .................................... 3228.1 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 3234.7 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 3259.5 |=======================


Zstd Compression 1.4.5
Compression Level: 19
MB/s > Higher Is Better
Dell Stock .................................... 21.1 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 21.2 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 21.2 |=========================


OSPray 1.8.5
Demo: San Miguel - Renderer: SciVis
FPS > Higher Is Better
Dell Stock .................................... 6.55 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 6.58 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 6.57 |=========================


OSPray 1.8.5
Demo: San Miguel - Renderer: Path Tracer
FPS > Higher Is Better
Dell Stock .................................... 0.54 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 0.54 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 0.54 |=========================


OSPray 1.8.5
Demo: Magnetic Reconnection - Renderer: SciVis
FPS > Higher Is Better
Dell Stock .................................... 8.19 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 8.19 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 8.15 |=========================


OSPray 1.8.5
Demo: Magnetic Reconnection - Renderer: Path Tracer
FPS > Higher Is Better
Dell Stock .................................... 125 |==========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 125 |==========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 125 |==========================


SVT-AV1 0.8
Encoder Mode: Enc Mode 8 - Input: 1080p
Frames Per Second > Higher Is Better
Dell Stock .................................... 12.16 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 12.08 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 12.14 |========================


SVT-VP9 0.1
Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
Dell Stock .................................... 90.18 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 90.88 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 91.24 |========================


SVT-VP9 0.1
Tuning: Visual Quality Optimized - Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
Dell Stock .................................... 68.23 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 69.11 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 69.66 |========================


Intel Open Image Denoise 1.2.0
Scene: Memorial
Images / Sec > Higher Is Better
Dell Stock .................................... 6.48 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 6.45 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 6.44 |=========================


OpenVKL 0.9
Benchmark: vklBenchmark
Items / Sec > Higher Is Better
Dell Stock .................................... 84.61 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 84.39 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 84.36 |========================


Timed FFmpeg Compilation 4.2.2
Time To Compile
Seconds < Lower Is Better
Dell Stock .................................... 134.33 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 134.09 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 134.16 |=======================


Timed Linux Kernel Compilation 5.4
Time To Compile
Seconds < Lower Is Better
Dell Stock .................................... 210.53 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 210.55 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 210.50 |=======================


Timed MPlayer Compilation 1.4
Time To Compile
Seconds < Lower Is Better
Dell Stock .................................... 94.16 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 94.97 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 94.80 |========================


Tungsten Renderer 0.2.2
Scene: Hair
Seconds < Lower Is Better
Dell Stock .................................... 72.01 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 72.00 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 72.17 |========================


Tungsten Renderer 0.2.2
Scene: Water Caustic
Seconds < Lower Is Better
Dell Stock .................................... 53.58 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 53.74 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 53.79 |========================


Tungsten Renderer 0.2.2
Scene: Non-Exponential
Seconds < Lower Is Better
Dell Stock .................................... 21.58 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 21.63 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 21.47 |========================


Tungsten Renderer 0.2.2
Scene: Volumetric Caustic
Seconds < Lower Is Better
Dell Stock .................................... 28.19 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 28.21 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 28.29 |========================


DeepSpeech 0.6
Acceleration: CPU
Seconds < Lower Is Better
Dell Stock .................................... 81.04 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 80.96 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 81.88 |========================


eSpeak-NG Speech Engine 20200907
Text-To-Speech Synthesis
Seconds < Lower Is Better
Dell Stock .................................... 39.40 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 39.53 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 39.44 |========================


RNNoise 2020-06-28

Seconds < Lower Is Better
Dell Stock .................................... 31.97 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 32.02 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 32.03 |========================


TensorFlow Lite 2020-08-23
Model: SqueezeNet
Microseconds < Lower Is Better
Dell Stock .................................... 552324 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 543259 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 546268 |=======================


TensorFlow Lite 2020-08-23
Model: Inception V4
Microseconds < Lower Is Better
Dell Stock .................................... 8124393 |======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 7997443 |======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 8073200 |======================


TensorFlow Lite 2020-08-23
Model: Mobilenet Float
Microseconds < Lower Is Better
Dell Stock .................................... 372673 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 369918 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 370251 |=======================


SQLite Speedtest 3.30
Timed Time - Size 1,000
Seconds < Lower Is Better
Dell Stock .................................... 75.91 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 75.08 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 75.38 |========================


GEGL
Operation: Crop
Seconds < Lower Is Better
Dell Stock .................................... 10.27 |======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 11.42 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 11.43 |========================


GEGL
Operation: Scale
Seconds < Lower Is Better
Dell Stock .................................... 6.927 |====================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 8.121 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 8.128 |========================


GEGL
Operation: Color Enhance
Seconds < Lower Is Better
Dell Stock .................................... 75.86 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 76.98 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 77.05 |========================


GEGL
Operation: Rotate 90 Degrees
Seconds < Lower Is Better
Dell Stock .................................... 53.38 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 54.63 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 54.70 |========================


Inkscape
Operation: SVG Files To PNG
Seconds < Lower Is Better
Dell Stock .................................... 28.29 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 29.07 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 28.83 |========================


LibreOffice
Test: 20 Documents To PDF
Seconds < Lower Is Better
Dell Stock .................................... 7.984 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 8.427 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 8.398 |========================


RawTherapee
Total Benchmark Time
Seconds < Lower Is Better
Dell Stock .................................... 99.82 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 99.30 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 99.51 |========================


librsvg
Operation: SVG Files To PNG
Seconds < Lower Is Better
Dell Stock .................................... 32.49 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 34.63 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 34.18 |========================


NCNN 20200916
Target: CPU - Model: squeezenet
ms < Lower Is Better
Dell Stock .................................... 26.71 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 26.57 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 26.51 |========================


NCNN 20200916
Target: CPU - Model: mobilenet
ms < Lower Is Better
Dell Stock .................................... 30.66 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 30.83 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 30.70 |========================


NCNN 20200916
Target: CPU-v2-v2 - Model: mobilenet-v2
ms < Lower Is Better
Dell Stock .................................... 7.86 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 7.72 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 7.70 |========================


NCNN 20200916
Target: CPU-v3-v3 - Model: mobilenet-v3
ms < Lower Is Better
Dell Stock .................................... 6.73 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 6.70 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 6.63 |=========================


NCNN 20200916
Target: CPU - Model: shufflenet-v2
ms < Lower Is Better
Dell Stock .................................... 5.36 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 5.36 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 5.30 |=========================


NCNN 20200916
Target: CPU - Model: mnasnet
ms < Lower Is Better
Dell Stock .................................... 7.37 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 7.16 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 7.13 |========================


NCNN 20200916
Target: CPU - Model: efficientnet-b0
ms < Lower Is Better
Dell Stock .................................... 10.54 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 10.26 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 10.37 |========================


NCNN 20200916
Target: CPU - Model: blazeface
ms < Lower Is Better
Dell Stock .................................... 2.22 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 2.21 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 2.21 |=========================


NCNN 20200916
Target: CPU - Model: googlenet
ms < Lower Is Better
Dell Stock .................................... 22.06 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 21.75 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 21.65 |========================


NCNN 20200916
Target: CPU - Model: vgg16
ms < Lower Is Better
Dell Stock .................................... 63.51 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 63.48 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 63.82 |========================


NCNN 20200916
Target: CPU - Model: resnet18
ms < Lower Is Better
Dell Stock .................................... 19.51 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 19.13 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 19.21 |========================


NCNN 20200916
Target: CPU - Model: alexnet
ms < Lower Is Better
Dell Stock .................................... 18.16 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 18.08 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 18.13 |========================


NCNN 20200916
Target: CPU - Model: resnet50
ms < Lower Is Better
Dell Stock .................................... 44.50 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 44.20 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 44.28 |========================


NCNN 20200916
Target: CPU - Model: yolov4-tiny
ms < Lower Is Better
Dell Stock .................................... 40.50 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 40.59 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 40.48 |========================


NCNN 20200916
Target: Vulkan GPU - Model: squeezenet
ms < Lower Is Better
Dell Stock .................................... 80.21 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 15.76 |=====
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 13.71 |====


NCNN 20200916
Target: Vulkan GPU - Model: mobilenet
ms < Lower Is Better
Dell Stock .................................... 77.04 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 20.78 |======
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 20.05 |======


NCNN 20200916
Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2
ms < Lower Is Better
Dell Stock .................................... 31.55 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 8.03  |======
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 8.41  |======


NCNN 20200916
Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3
ms < Lower Is Better
Dell Stock .................................... 36.53 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 10.62 |=======
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 10.75 |=======


NCNN 20200916
Target: Vulkan GPU - Model: shufflenet-v2
ms < Lower Is Better
Dell Stock .................................... 18.14 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 8.08  |===========
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 8.23  |===========


NCNN 20200916
Target: Vulkan GPU - Model: mnasnet
ms < Lower Is Better
Dell Stock .................................... 32.90 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 8.41  |======
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 8.53  |======


NCNN 20200916
Target: Vulkan GPU - Model: efficientnet-b0
ms < Lower Is Better
Dell Stock .................................... 75.71 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 11.69 |====
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 11.68 |====


NCNN 20200916
Target: Vulkan GPU - Model: blazeface
ms < Lower Is Better
Dell Stock .................................... 5.03 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 4.90 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 4.73 |========================


NCNN 20200916
Target: Vulkan GPU - Model: googlenet
ms < Lower Is Better
Dell Stock .................................... 76.46 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 11.27 |====
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 11.44 |====


NCNN 20200916
Target: Vulkan GPU - Model: vgg16
ms < Lower Is Better
Dell Stock .................................... 285.38 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 40.73  |===
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 40.78  |===


NCNN 20200916
Target: Vulkan GPU - Model: resnet18
ms < Lower Is Better
Dell Stock .................................... 48.27 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 8.84  |====
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 8.50  |====


NCNN 20200916
Target: Vulkan GPU - Model: alexnet
ms < Lower Is Better
Dell Stock .................................... 60.96 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 10.11 |====
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 10.15 |====


NCNN 20200916
Target: Vulkan GPU - Model: resnet50
ms < Lower Is Better
Dell Stock .................................... 127.50 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 15.53  |===
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 15.56  |===


NCNN 20200916
Target: Vulkan GPU - Model: yolov4-tiny
ms < Lower Is Better
Dell Stock .................................... 96.49 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 33.51 |========
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 31.53 |========


TNN 0.2.3
Target: CPU - Model: MobileNet v2
ms < Lower Is Better
Dell Stock .................................... 407.44 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 407.10 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 406.74 |=======================


TNN 0.2.3
Target: CPU - Model: SqueezeNet v1.1
ms < Lower Is Better
Dell Stock .................................... 403.21 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 402.95 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 403.89 |=======================


PyBench 2018-02-16
Total For Average Test Times
Milliseconds < Lower Is Better
Dell Stock .................................... 1082 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 1081 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 1084 |=========================


PHPBench 0.8.1
PHP Benchmark Suite
Score > Higher Is Better
Dell Stock .................................... 658662 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 655140 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 658287 |=======================


Selenium
Benchmark: ARES-6 - Browser: Firefox
ms < Lower Is Better
Dell Stock .................................... 53.45 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 54.34 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 53.78 |========================


Selenium
Benchmark: Kraken - Browser: Firefox
ms < Lower Is Better
Dell Stock .................................... 1022.0 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 1017.3 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 1013.7 |=======================


Selenium
Benchmark: Octane - Browser: Firefox
Geometric Mean > Higher Is Better
Dell Stock .................................... 26573 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 26594 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 26430 |========================


Selenium
Benchmark: CanvasMark - Browser: Firefox
Score > Higher Is Better
Dell Stock .................................... 10642 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 10568 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 10684 |========================


Selenium
Benchmark: StyleBench - Browser: Firefox
Runs / Minute > Higher Is Better
Dell Stock .................................... 68.8 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 68.1 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 67.8 |=========================


Selenium
Benchmark: Jetstream 2 - Browser: Firefox
Score > Higher Is Better
Dell Stock .................................... 70.67 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 70.01 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 70.16 |========================


Selenium
Benchmark: ARES-6 - Browser: Google Chrome
ms < Lower Is Better
Dell Stock .................................... 24.79 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 24.88 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 24.90 |========================


Selenium
Benchmark: Kraken - Browser: Google Chrome
ms < Lower Is Better
Dell Stock .................................... 1146.2 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 1127.9 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 1139.5 |=======================


Selenium
Benchmark: Octane - Browser: Google Chrome
Geometric Mean > Higher Is Better
Dell Stock .................................... 42149 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 41457 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 41981 |========================


Selenium
Benchmark: PSPDFKit WASM - Browser: Firefox
Score < Lower Is Better
Dell Stock .................................... 1851 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 1866 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 1843 |=========================


Selenium
Benchmark: CanvasMark - Browser: Google Chrome
Score > Higher Is Better
Dell Stock .................................... 12475 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 12126 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 12215 |=======================


Selenium
Benchmark: StyleBench - Browser: Google Chrome
Runs / Minute > Higher Is Better
Dell Stock .................................... 28.44 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 28.50 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 28.40 |========================


Selenium
Benchmark: Jetstream 2 - Browser: Google Chrome
Score > Higher Is Better
Dell Stock .................................... 106.81 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 106.45 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 106.29 |=======================


Selenium
Benchmark: PSPDFKit WASM - Browser: Google Chrome
Score < Lower Is Better
Dell Stock .................................... 2924 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 2911 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 2907 |=========================


Selenium
Benchmark: WASM imageConvolute - Browser: Firefox
ms < Lower Is Better
Dell Stock .................................... 42.3 |=========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 41.9 |=========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 41.7 |=========================


Selenium
Benchmark: WASM collisionDetection - Browser: Firefox
ms < Lower Is Better
Dell Stock .................................... 495.0 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 494.8 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 500.6 |========================


Selenium
Benchmark: WASM imageConvolute - Browser: Google Chrome
ms < Lower Is Better
Dell Stock .................................... 42.99 |========================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 42.74 |========================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 43.23 |========================


Selenium
Benchmark: WASM collisionDetection - Browser: Google Chrome
ms < Lower Is Better
Dell Stock .................................... 426.34 |=======================
Ubuntu 20.04 Linux 5.9 + Mesa 20.3-dev ........ 426.03 |=======================
Ubuntu 20.04 Linux 5.10 Oct16 + Mesa 20.3-dev . 426.01 |=======================