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Questions tagged [windows-machine-learning]

Windows ML is a API for evaluating trained machine learning models locally in Windows 10 applications.

Windows ML is a API for evaluating trained machine learning models locally in Windows apps (C#, C++, and JavaScript), including GPU acceleration if hardware is available. Models are in ONNX format. Available for UWP apps since Windows 10 build 17723, see Windows ML docs

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what is difference between CNTK and WIN ML

I know my question is basic one but I need some clarification. CNTK is deep learning framework which I currently use, can be used to train and evaluate models on windows machine. If I want to run my model trained with CNTK on Windows device ,I…
hariprasad
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Access Violation during creation of DirectX LearningModelSession

I am using Windows.AI.MachineLearning. I can create a LearningModelSession that uses the CPU, but if I specify a DirectX device I have an access violation of private memory. // Setting preferred inference device given user's intent …
sum1nil
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ML Image evaluation using Windows SDK 17763 accepts image of size 227 x 227

I have been using Windows.AI.MachineLearning.Preview, after switching to Windows.AI.MachineLearning and importing my .onnx model. I realised that I can now evaluate images that have the specific size of 227 by 227. This doesn't work for my…
Michael Ato Hutchful
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Cannot load model using WinML

As WinML is still fairly new and ever changing, I was hoping to know if anyone else has come across this error when trying to load a ONNX file made via the Custom Vision Service Export. Type Error: Type (map(string,tensor(float))) of output arg…
Brett Ezra
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Windows ML's OS requirement

What is the minimum Windows OS Version required for Windows ML. I understand it needs Windows 10 SDK build 17723 and above, however will WinML apps built using this SDK work on Windows 10 RS4?
munsingh
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Custom Vision on HoloLens

I'm using custom Vision ( https://www.customvision.ai ) to train a model for object recognition. After 10 Iterations of training it suddenly stopped loading. I always export it as onnx and load it on the HoloLens (with this tutorial:…
fyzzo
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WinML does not able to run model with GPU

WinML LearningModelSession.Evaluate( ) method throws exception with "Unspecified error" message. Is there a way to get more specific information about the error? error msg I'm trying to evaluate a network with 5 dimensions in a GPU with…
kokkerspániel
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I was trying to run the demo provided in github, but none of them were working. failed to get the assembly reference

Severity Code Description Project File Line Suppression State Error CS0246 The type or namespace name 'LearningModelSession' could not be found (are you missing a using directive or an assembly reference?) MNIST_Demo …
Aalim Sha
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