public static async Task <OnnxModel> CreateOnnxModel(StorageFile file)
{
LearningModelPreview learningModel = null;
try
{
learningModel = await LearningModelPreview.LoadModelFromStorageFileAsync(file);
}
catch (Exception e)
{
var exceptionStr = e.ToString();
System.Console.WriteLine(exceptionStr);
throw e;
}
OnnxModel model = new OnnxModel();
learningModel.InferencingOptions.PreferredDeviceKind = LearningModelDeviceKindPreview.LearningDeviceAny;
learningModel.InferencingOptions.ReclaimMemoryAfterEvaluation = true;
model.learningModel = learningModel;
return(model);
}
public static async Task <OnnxModel> CreateOnnxModel()
{
var modelFile = await StorageFile.GetFileFromApplicationUriAsync(new Uri("ms-appx:///Assets//ModelsAI//model.onnx"));
return(await OnnxModel.CreateOnnxModel(modelFile));
}
public async Task Init()
{
onnxmodel = await OnnxModel.CreateOnnxModel();
}