1 files changed, 45 insertions, 102 deletions

diff --git a/src/CuTNetLib/cuComponent.h b/src/CuTNetLib/cuComponent.h
index 364c828..a43680e 100644
--- a/src/CuTNetLib/cuComponent.h
+++ b/src/CuTNetLib/cuComponent.h
@@ -119,27 +119,62 @@ namespace TNet {
       void SetNext(CuComponent* pNxt);
       
       /// Return the number of different inputs for complex component
-      virtual int GetInSect();
+      virtual int GetInSect(){return 1;}
       /// Return the number of different outputs for complex component
-      virtual int GetOutSect();
+      virtual int GetOutSect(){return 1;}
 
       /// IO Data getters
-      virtual const CuMatrix<BaseFloat>& GetInput(int pos=0); 
-      virtual const CuMatrix<BaseFloat>& GetOutput(int pos=0);
-      virtual const CuMatrix<BaseFloat>& GetErrorInput(int pos=0);
-      virtual const CuMatrix<BaseFloat>& GetErrorOutput(int pos=0);
+      virtual const CuMatrix<BaseFloat>& GetInput(int pos=0)  {
+    if (NULL == mpInput) Error("mpInput is NULL");
+    return *mpInput;
+  }
+      virtual const CuMatrix<BaseFloat>& GetOutput(int pos=0)  {
+    return mOutput;
+  }
+      virtual const CuMatrix<BaseFloat>& GetErrorInput(int pos=0)  {
+    if (NULL == mpErrorInput) Error("mpErrorInput is NULL");
+    return *mpErrorInput;
+  }
+      virtual const CuMatrix<BaseFloat>& GetErrorOutput(int pos=0)  {
+    return mErrorOutput;
+  }
 
       /// Set input vector (bind with the preceding NetworkComponent)
-      virtual void SetInput(const CuMatrix<BaseFloat>& rInput,int pos=0);           
+      virtual void SetInput(const CuMatrix<BaseFloat>& rInput,int pos=0)  {
+    mpInput = &rInput;
+  }
       /// Set error input vector (bind with the following NetworkComponent) 
-      virtual void SetErrorInput(const CuMatrix<BaseFloat>& rErrorInput,int pos=0);  
+      virtual void SetErrorInput(const CuMatrix<BaseFloat>& rErrorInput,int pos=0)  {
+    mpErrorInput = &rErrorInput;
+  }  
 
       /// Perform forward pass propagateion Input->Output,
       /// wrapper for the PropagateFnc method
-      virtual void Propagate(); 
+      virtual void Propagate()  {
+    //initialize output buffer
+    mOutput.Init(GetInput().Rows(),GetNOutputs());
+    //do the dimensionality test
+    if(GetNInputs() != GetInput().Cols()) {
+      KALDI_ERR << "Non-matching INPUT dim!!! Network dim: " << GetNInputs() 
+                << " Data dim: " << GetInput().Cols();
+    }
+    //run transform
+    PropagateF(GetInput(),mOutput);
+  }
       /// Perform backward pass propagateion ErrorInput->ErrorOutput,
       /// wrapper for the BackpropagateFnc method
-      virtual void Backpropagate(); 
+      virtual void Backpropagate()  {
+    //re-initialize the output buffer
+    mErrorOutput.Init(GetErrorInput().Rows(),GetNInputs());
+
+    //do the dimensionality test
+    assert(GetErrorInput().Cols() == mNOutputs);
+    assert(mErrorOutput.Cols() == mNInputs);
+    assert(mErrorOutput.Rows() == GetErrorInput().Rows());
+
+    //transform
+    BackpropagateF(GetErrorInput(),mErrorOutput);
+  }
  
       /// Reads the component parameters from stream
       virtual void ReadFromStream(std::istream& rIn)  { }
@@ -281,84 +316,6 @@ namespace TNet {
   {
     ;
   }
-
-  inline void
-  CuComponent::
-  Propagate()
-  {
-    //initialize output buffer
-    mOutput.Init(GetInput().Rows(),GetNOutputs());
-    //do the dimensionality test
-    if(GetNInputs() != GetInput().Cols()) {
-      KALDI_ERR << "Non-matching INPUT dim!!! Network dim: " << GetNInputs() 
-                << " Data dim: " << GetInput().Cols();
-    }
-    //run transform
-    PropagateF(GetInput(),mOutput);
-  }
-
-
-  inline void
-  CuComponent::
-  Backpropagate()
-  {
-    //re-initialize the output buffer
-    mErrorOutput.Init(GetErrorInput().Rows(),GetNInputs());
-
-    //do the dimensionality test
-    assert(GetErrorInput().Cols() == mNOutputs);
-    assert(mErrorOutput.Cols() == mNInputs);
-    assert(mErrorOutput.Rows() == GetErrorInput().Rows());
-
-    //transform
-    BackpropagateF(GetErrorInput(),mErrorOutput);
-  }
-
-
-  inline void
-  CuComponent::
-  SetInput(const CuMatrix<BaseFloat>& rInput,int pos)
-  {
-    mpInput = &rInput;
-  }
-
-
-  inline void
-  CuComponent::
-  SetErrorInput(const CuMatrix<BaseFloat>& rErrorInput,int pos)
-  {
-    mpErrorInput = &rErrorInput;
-  }
-
-  const CuMatrix<BaseFloat>&
-  CuComponent::
-  GetInput(int pos)
-  {
-    if (NULL == mpInput) Error("mpInput is NULL");
-    return *mpInput;
-  }
-
-  const CuMatrix<BaseFloat>&
-  CuComponent::
-  GetOutput(int pos)
-  {
-    return mOutput;
-  }
-
-  const CuMatrix<BaseFloat>&
-  CuComponent::
-  GetErrorInput(int pos)
-  {
-    if (NULL == mpErrorInput) Error("mpErrorInput is NULL");
-    return *mpErrorInput;
-  }
-
-  const CuMatrix<BaseFloat>&
-  CuComponent::
-  GetErrorOutput(int pos)
-  {
-    return mErrorOutput;
-  }
   
   inline size_t
   CuComponent::
@@ -373,20 +330,6 @@ namespace TNet {
   {
     return mNOutputs;
   }
-  
-  inline int
-  CuComponent::
-  GetInSect()
-  {
-	return 1;
-  }
-  
-  inline int
-  CuComponent::
-  GetOutSect()
-  {
-	return 1;
-  }
 
   inline size_t
   CuComponent::