| public BaseBatches ( Array inputs, Array weights ) : System | ||
| inputs | Array | The input data that should be divided into batches. |
| weights | Array | The weight for the data that should be divided into batches. |
| return | System | |
public BaseBatches(TInput[] inputs, double[] weights)
{
if (weights != null)
{
if (inputs.Length != weights.Length)
throw new DimensionMismatchException();
}
else
{
weights = Vector.Ones(inputs.Length);
}
this.Inputs = inputs;
this.Weights = weights;
this.MiniBatchSize = 32;
this.Shuffle = ShuffleMethod.OnlyOnce;
this.NumberOfMiniBatches = (int)Math.Ceiling(Inputs.Length / (double)MiniBatchSize);
}
