public override void ReadFrom(GraphFactory factory, BinaryReader reader)
{
var lap = factory?.LinearAlgebraProvider;
InputSize = reader.ReadInt32();
OutputSize = reader.ReadInt32();
// read the bias parameters
var bias = FloatVector.ReadFrom(reader);
if (Bias == null)
{
Bias = lap.CreateVector(bias);
}
else
{
Bias.Data = bias;
}
// read the weight parameters
var weight = FloatMatrix.ReadFrom(reader);
if (Weight == null)
{
Weight = lap.CreateMatrix(weight);
}
else
{
Weight.Data = weight;
}
if (_updater == null)
{
_updater = factory?.CreateWeightUpdater(Weight);
}
}
public override void ReadFrom(GraphFactory factory, BinaryReader reader)
{
var lap = factory?.LinearAlgebraProvider;
_padding = reader.ReadInt32();
_filterWidth = reader.ReadInt32();
_filterHeight = reader.ReadInt32();
_xStride = reader.ReadInt32();
_yStride = reader.ReadInt32();
_inputDepth = reader.ReadInt32();
_shouldBackpropagate = reader.ReadBoolean();
// read the bias parameters
var bias = FloatVector.ReadFrom(reader);
if (_bias == null)
{
_bias = lap.CreateVector(bias);
}
else
{
_bias.Data = bias;
}
// read the weight parameters
var weight = FloatMatrix.ReadFrom(reader);
if (_filter == null)
{
_filter = lap.CreateMatrix(weight);
}
else
{
_filter.Data = weight;
}
// read the updater
if (_updater == null)
{
_updater = factory?.CreateWeightUpdater(_filter);
}
}
