public void BnllLayer_BackwardGradient()
{
var layer = new BnllLayer();
var checker = new GradientChecker(1e-2f, 1e-3f);
checker.CheckEltwise(layer, bottom, top);
}
public void BnllLayer_BackwardGradient()
{
var layer = new BnllLayer();
var checker = new GradientChecker(1e-2f, 1e-3f);
checker.CheckEltwise(layer, bottom, top);
}
public void BnllLayer_Setup()
{
var layer = new BnllLayer();
layer.Setup(bottom, top);
Assert.Equal(bottom.Num, top.Num);
Assert.Equal(bottom.Channels, top.Channels);
Assert.Equal(bottom.Height, top.Height);
Assert.Equal(bottom.Width, top.Width);
}
public void BnllLayer_Setup()
{
var layer = new BnllLayer();
layer.Setup(bottom, top);
Assert.Equal(bottom.Num, top.Num);
Assert.Equal(bottom.Channels, top.Channels);
Assert.Equal(bottom.Height, top.Height);
Assert.Equal(bottom.Width, top.Width);
}
public void BnllLayer_Forward()
{
var layer = new BnllLayer();
layer.Setup(bottom, top);
layer.Forward(bottom, top);
Assert.Equal(bottom.Count, top.Count);
using (var topCpu = top.OnCpu())
using (var bottomCpu = bottom.OnCpu())
{
int count = bottom.Count;
for (int i = 0; i < count; i++)
{
Assert.True(topCpu.DataAt(i) >= 0.0d);
Assert.True(topCpu.DataAt(i) >= bottomCpu.DataAt(i));
};
}
}
public void BnllLayer_Forward()
{
var layer = new BnllLayer();
layer.Setup(bottom, top);
layer.Forward(bottom, top);
Assert.Equal(bottom.Count, top.Count);
using (var topCpu = top.OnCpu())
using (var bottomCpu = bottom.OnCpu())
{
int count = bottom.Count;
for (int i = 0; i < count; i++)
{
Assert.True(topCpu.DataAt(i) >= 0.0d);
Assert.True(topCpu.DataAt(i) >= bottomCpu.DataAt(i));
}
;
}
}
