public void SaveAsCode(TextWriter writer, RoleMappedSchema schema)
{
Host.CheckValue(writer, nameof(writer));
Host.CheckValue(schema, nameof(schema));
var weights = Weight;
LinearPredictorUtils.SaveAsCode(writer, ref weights, Bias, schema);
}
/// <summary>
/// Output the text model to a given writer
/// </summary>
public void SaveAsCode(TextWriter writer, RoleMappedSchema schema)
{
Host.CheckValue(writer, nameof(writer));
Host.CheckValueOrNull(schema);
for (int i = 0; i < _biases.Length; i++)
{
LinearPredictorUtils.SaveAsCode(writer,
ref _weights[i],
_biases[i],
schema,
"score[" + i.ToString() + "]");
}
writer.WriteLine(string.Format("var softmax = MathUtils.SoftMax(scores, {0});", _numClasses));
for (int c = 0; c < _biases.Length; c++)
{
writer.WriteLine("output[{0}] = Math.Exp(scores[{0}] - softmax);", c);
}
}