public void TensorStorageTest()
{
var tensor = new TensorOld(new double[] { 1, 2, 3, 4, 5, 6, 7, 8 }, 1, 1, 2, 4);
var xml = new XmlDocument();
var el = XmlStorage.SaveToEl(xml, tensor);
var test = XmlStorage.LoadFromNode <TensorOld>(el);
Assert.Equal(tensor, test);
}
public void LossStorageTest2()
{
var loss = new MeanSquareError();
var xml = new XmlDocument();
var el = XmlStorage.SaveToEl(xml, loss);
var test = XmlStorage.LoadFromNode <MeanSquareError>(el);
Assert.True(test is MeanSquareError);
}
public void LossStorageTest()
{
var loss = new CrossEntropy();
var xml = new XmlDocument();
var el = XmlStorage.SaveToEl(xml, loss);
var test = XmlStorage.LoadFromNode <CrossEntropy>(el);
Assert.True(test is CrossEntropy);
}
public void MeanPoolingStorageTest()
{
var mean = new MeanPooling(2, 2);
var doc = new XmlDocument();
var el = XmlStorage.SaveToEl(doc, mean);
var test = XmlStorage.LoadFromNode <MeanPooling>(el);
Assert.True(test is MeanPooling);
Assert.Equal(mean.Rows, test.Rows);
Assert.Equal(mean.Columns, test.Columns);
Assert.Equal(mean.RowStride, test.RowStride);
Assert.Equal(mean.ColumnStride, test.ColumnStride);
}
public void ConvLayerStorageTest()
{
var doc = new XmlDocument();
var layer = new ConvLayer(3, 2, 1, 1);
layer.SetFilters(new TensorOld(
new double[] { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12 }, 3, 1, 2, 2));
layer.SetBias(new TensorOld(new double[] { 1, 2, 3 }));
var el = XmlStorage.SaveToEl(doc, layer);
var test = XmlStorage.LoadFromNode <ConvLayer>(el);
Assert.True(test is ConvLayer);
Assert.Equal(layer.PaddingValue, test.PaddingValue);
Assert.Equal(layer.FilterRows, test.FilterRows);
Assert.Equal(layer.FilterColumns, test.FilterColumns);
Assert.Equal(layer.RowStride, test.RowStride);
Assert.Equal(layer.ColumnStride, test.ColumnStride);
Assert.Equal(layer.Filters, test.Filters);
Assert.Equal(layer.Bias, test.Bias);
}
public void FullLayerStorageTest()
{
var weights = new TensorOld(new double[] { 1, 2, 3, 4, 5, 6, 7, 8 }, 4, 2);
var bias = new TensorOld(new double[] { 3, 4 }, 1, 2);
var xml = new XmlDocument();
var layer = new FullLayer(2);
layer.SetWeights(weights);
layer.SetBias(bias);
var el = XmlStorage.SaveToEl(xml, layer);
var test = XmlStorage.LoadFromNode <ILayer>(el);
Assert.True(test is FullLayer);
var full = test as FullLayer;
Assert.Equal(2, full.UnitCount);
Assert.Equal(weights, full.Weights);
Assert.Equal(bias, full.Bias);
}