public static Tensor <T> GetTensor <T>(this tflite.Model model, tflite.Tensor tensor)
where T : unmanaged
{
var buffer = model.Buffers((int)tensor.Buffer).Value;
return(new DenseTensor <T>(MemoryMarshal.Cast <byte, T>(buffer.GetDataBytes()).ToArray(), tensor.GetShapeArray()));
}
public TfLiteToGraphConverter(tflite.Model model, tflite.SubGraph graph)
{
_model = model;
_graph = graph;
_inputs = new Dictionary <InputConnector, int>();
_outputs = new Dictionary <int, OutputConnector>();
}
public static T GetScalar <T>(this tflite.Model model, tflite.Tensor tensor)
where T : unmanaged
{
if (tensor.ShapeLength != 0)
{
throw new InvalidOperationException("Tensor is not a scalar");
}
var buffer = model.Buffers((int)tensor.Buffer).Value;
return(MemoryMarshal.Cast <byte, T>(buffer.GetDataBytes())[0]);
}
public static Tensor <T> GetTensor <T>(this tflite.Model model, tflite.Tensor tensor)
where T : unmanaged
{
if (typeof(T) == typeof(float) && tensor.Type != tflite.TensorType.FLOAT32)
{
throw new InvalidOperationException($"expect FLOAT32 tensor but got {tensor.Type}, use '--inference_type=FLOAT' when converting via toco.");
}
var buffer = model.Buffers((int)tensor.Buffer).Value;
return(new DenseTensor <T>(MemoryMarshal.Cast <byte, T>(buffer.GetDataBytes()).ToArray(), tensor.GetShapeArray()));
}
