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I didn't have  an option to select model and it prompted me to install windows app runtime. After installing it and restarting app I get:
"Error  while  listing providers. Please check hotscreen_logs.txt"

This is logs file:

Hotscreen using profile : default

Hotscreen Overlay starting at Max FPS : 180

Translations added from ./CUSTOM_DATA/translations.csv — languages : ["en", "zh", "es", "fr", "ar", "ru", "pt", "ko", "ja", "de"]

Using saved language code : pl

Windows App SDK successfully initated : 8000.859.21.0

Onnx Runtime version 1.24.3

Error : no WindowsML providers are founds

Windows version : Microsoft Windows NT 10.0.22631.0

CPU : Intel(R) Core(TM) i7-14700K, Cores : 20, Threads : 28, Max clock : 3100 MHz

Using video adapter : NVIDIA GeForce RTX 5080 from NVIDIA type DiscreteGpu

Driver infos : d3d12 version 12_0 api 12_0

Adapter 0 NVIDIA GeForce RTX 5080

Screen Rect 0 : Rect { X = 0, Y = 0, Width = 3440, Height = 1440, Top = 0, Bottom = 1440, Left = 0, Right = 3440, Location = Point { X = 0, Y = 0 }, Size = Size { Width = 3440, Height = 1440 }, TopLeft = Point { X = 0, Y = 0 }, BottomRight = Point { X = 3440, Y = 1440 } } Orientation : 1

Screen Rect 1 : Rect { X = 3440, Y = 0, Width = 1920, Height = 1080, Top = 0, Bottom = 1080, Left = 3440, Right = 5360, Location = Point { X = 3440, Y = 0 }, Size = Size { Width = 1920, Height = 1080 }, TopLeft = Point { X = 3440, Y = 0 }, BottomRight = Point { X = 5360, Y = 1080 } } Orientation : 1

Adapter 1 Intel(R) UHD Graphics 770

Adapter 2 NVIDIA GeForce RTX 5080

Adapter 3 Microsoft Basic Render Driver

Starting Screen Recorder

Initializing Windows10Capture using Video card 0 and monitor 0

Hotscreen version : Windows - Full version - v0.9

Max FPS of Overlay set to 180

Windows10Capture initiated on : 3440x1440

Frame Latency of screen set to 5

Max FPS Record start at 180

Loading mod scene : ./Mods/HotscreenOverlayAlwaysOnTop-main/HsOverlayAlwaysOnTop.mod.tscn

MaxFPSRecord at 180

Recreating d3dDevice for fast WGC copy

Recreating stagingTexture for fast WGC copy

Starting DirectML session for ./models/hs-real-anime-y11n-640-fp16.onnx on device 0

Starting DirectML session for ./models/eyes-detection-01.onnx on device 0

Avx is supported.

Max FPS Detection start at 60

Use double Detection start at True

Update time of eyes detection start at 0,05

Setting MaxFPSDetection at 60

The auto-install of the accelerator is only supported on Windows 11 build 26100 or newer.

I understand if you don't want to update Windows. I will look at how I can improve that.

I have the same issue and my Windows is up to date, see logs

Hotscreen using profile : default

Hotscreen Overlay starting at Max FPS : 60

Translations added from ./CUSTOM_DATA/translations.csv — languages : ["en", "zh", "es", "fr", "ar", "ru", "pt", "ko", "ja", "de"]

Using saved language code : en

Windows App SDK successfully initated : 8000.879.2017.0

Onnx Runtime version 1.23.5

Error : no WindowsML providers are founds

Windows version : Microsoft Windows NT 10.0.26200.0

CPU : Intel(R) Core(TM) i7-10700 CPU @ 2.90GHz, Cores : 8, Threads : 16, Max clock : 2901 MHz

Using video adapter : NVIDIA GeForce RTX 2060 from NVIDIA type DiscreteGpu

Driver infos : d3d12 version 12_0 api 12_0

Adapter 0 NVIDIA GeForce RTX 2060

Screen Rect 0 : Rect { X = 0, Y = 0, Width = 1920, Height = 1080, Top = 0, Bottom = 1080, Left = 0, Right = 1920, Location = Point { X = 0, Y = 0 }, Size = Size { Width = 1920, Height = 1080 }, TopLeft = Point { X = 0, Y = 0 }, BottomRight = Point { X = 1920, Y = 1080 } } Orientation : 1

Screen Rect 1 : Rect { X = -1920, Y = -39, Width = 1920, Height = 1080, Top = -39, Bottom = 1041, Left = -1920, Right = 0, Location = Point { X = -1920, Y = -39 }, Size = Size { Width = 1920, Height = 1080 }, TopLeft = Point { X = -1920, Y = -39 }, BottomRight = Point { X = 0, Y = 1041 } } Orientation : 1

Adapter 1 Microsoft Basic Render Driver

Starting Screen Recorder

Initializing Windows10Capture using Video card 0 and monitor 0

Windows10Capture initiated on : 1920x1080

Max FPS Record start at 60

Hotscreen version : Windows - Full version - v0.9

Max FPS of Overlay set to 60

Frame Latency of screen set to 2

MaxFPSRecord at 60

Recreating d3dDevice for fast WGC copy

Recreating stagingTexture for fast WGC copy

Starting DirectML session for ./models/hs-real-y11n-640-fp16.onnx on device 0

Starting DirectML session for ./models/eyes-detection-01.onnx on device 0

Avx is supported.

Max FPS Detection start at 60

Use double Detection start at True

Update time of eyes detection start at 0.1

Setting MaxFPSDetection at 60

Closing...

Screen recorder thread ends correctly.