public async Task <OnnxModelOutput> EvaluateAsync(OnnxModelInput input)
{
OnnxModelOutput output = new OnnxModelOutput();
LearningModelBindingPreview binding = new LearningModelBindingPreview(learningModel);
binding.Bind("data", input.data);
binding.Bind("classLabel", output.classLabel);
binding.Bind("loss", output.loss);
LearningModelEvaluationResultPreview evalResult = await learningModel.EvaluateAsync(binding, string.Empty);
return(output);
}
public async Task <OnnxModelOutput> EvaluateAsync(OnnxModelInput input)
{
binding.Bind("data", input.data);
var result = await session.EvaluateAsync(binding, string.Empty);
OnnxModelOutput output = new OnnxModelOutput();
output.classLabel = (result.Outputs["classLabel"] as TensorString).GetAsVectorView();
var predictions = result.Outputs["loss"] as IList <IDictionary <string, float> >;
output.loss = predictions[0];
return(output);
}
