/// <summary>
/// Fits the state of the preprocessing layer to the dataset.
/// </summary>
/// <param name="data"></param>
/// <param name="reset_state"></param>
public void adapt(IDatasetV2 data, bool reset_state = true)
{
var shape = data.output_shapes[0];
if (shape.rank == 1)
{
data = data.map(tensor => array_ops.expand_dims(tensor, -1));
}
build(data.variant_tensor);
var preprocessed_inputs = data.map(_preprocess);
}
/// <summary>
/// Fits the state of the preprocessing layer to the dataset.
/// </summary>
/// <param name="data"></param>
/// <param name="reset_state"></param>
public override void adapt(IDatasetV2 data, bool reset_state = true)
{
var shape = data.output_shapes[0];
if (shape.ndim == 1)
{
data = data.map(tensor => array_ops.expand_dims(tensor, -1));
}
build(data.variant_tensor);
var preprocessed_inputs = data.map(_preprocess);
_index_lookup_layer.adapt(preprocessed_inputs);
}