public float[] FillSmall(AttentionParameter p)
{
m_blob_bottom.Reshape(2, 1, 1, 1);
// timesteps = 2, batch = 1, input = 1
float[] rgData = convertF(m_blob_bottom.mutable_cpu_data); // shape (2, 1, 1, 1)
// timestep 1, batch 1
rgData[0] = 1.11f;
rgData[1] = 2.11f;
m_blob_bottom.mutable_cpu_data = convert(rgData);
m_blobState.Reshape(new List <int>()
{
1, (int)p.dim
});
List <int> rgShape = Utility.Clone <int>(m_blob_bottom.shape());
while (rgShape.Count > 2)
{
rgShape.RemoveAt(rgShape.Count - 1);
}
m_blobClip.Reshape(rgShape);
m_blobClip.SetData(1);
BottomVec.Clear();
BottomVec.Add(m_blob_bottom);
BottomVec.Add(m_blobState);
BottomVec.Add(m_blobClip);
return(rgData);
}
public float[] Fill2(AttentionParameter p)
{
m_blob_bottom.Reshape(3, 1, 32, 1);
// timesteps = 3, batch = 1, input = 32
float[] rgData = convertF(m_blob_bottom.mutable_cpu_data);
for (int t = 0; t < m_blob_bottom.num; t++)
{
for (int i = 0; i < 32; i++)
{
int nIdx = t * 32 + i;
rgData[nIdx] = (t + 1) + (i * 0.01f);
}
}
m_blob_bottom.mutable_cpu_data = convert(rgData);
m_blobState.Reshape(new List <int>()
{
1, (int)p.dim
});
List <int> rgShape = Utility.Clone <int>(m_blob_bottom.shape());
while (rgShape.Count > 2)
{
rgShape.RemoveAt(rgShape.Count - 1);
}
m_blobClip.Reshape(rgShape);
m_blobClip.SetData(1);
BottomVec.Clear();
BottomVec.Add(m_blob_bottom);
BottomVec.Add(m_blobState);
BottomVec.Add(m_blobClip);
return(rgData);
}