From cccccbf6cca94a3eaf813b4468453160e91c332b Mon Sep 17 00:00:00 2001
From: Joe Zhao <ztuowen@gmail.com>
Date: Mon, 14 Apr 2014 08:14:45 +0800
Subject: First commit
---
.../.svn/text-base/cuSharedLinearity.h.svn-base | 85 ++++++++++++++++++++++
1 file changed, 85 insertions(+)
create mode 100644 src/CuTNetLib/.svn/text-base/cuSharedLinearity.h.svn-base
(limited to 'src/CuTNetLib/.svn/text-base/cuSharedLinearity.h.svn-base')
diff --git a/src/CuTNetLib/.svn/text-base/cuSharedLinearity.h.svn-base b/src/CuTNetLib/.svn/text-base/cuSharedLinearity.h.svn-base
new file mode 100644
index 0000000..4aa022a
--- /dev/null
+++ b/src/CuTNetLib/.svn/text-base/cuSharedLinearity.h.svn-base
@@ -0,0 +1,85 @@
+#ifndef _CUSHARED_LINEARITY_H_
+#define _CUSHARED_LINEARITY_H_
+
+
+#include "cuComponent.h"
+#include "cumatrix.h"
+
+
+#include "Matrix.h"
+#include "Vector.h"
+
+
+namespace TNet {
+
+ class CuSharedLinearity : public CuUpdatableComponent
+ {
+ public:
+
+ CuSharedLinearity(size_t nInputs, size_t nOutputs, CuComponent *pPred);
+ ~CuSharedLinearity();
+
+ ComponentType GetType() const;
+ const char* GetName() const;
+
+ void PropagateFnc(const CuMatrix<BaseFloat>& X, CuMatrix<BaseFloat>& Y);
+ void BackpropagateFnc(const CuMatrix<BaseFloat>& X, CuMatrix<BaseFloat>& Y);
+
+ void Update();
+
+ void ReadFromStream(std::istream& rIn);
+ void WriteToStream(std::ostream& rOut);
+
+ protected:
+ CuMatrix<BaseFloat> mLinearity; ///< Matrix with neuron weights
+ CuVector<BaseFloat> mBias; ///< Vector with biases
+
+ CuMatrix<BaseFloat> mLinearityCorrection; ///< Matrix for linearity updates
+ CuVector<BaseFloat> mBiasCorrection; ///< Vector for bias updates
+
+ int mNInstances;
+ CuVector<BaseFloat> mBiasExpand;
+ CuVector<BaseFloat> mBiasCorrectionExpand;
+
+ };
+
+
+
+
+ ////////////////////////////////////////////////////////////////////////////
+ // INLINE FUNCTIONS
+ // CuSharedLinearity::
+ inline
+ CuSharedLinearity::
+ CuSharedLinearity(size_t nInputs, size_t nOutputs, CuComponent *pPred)
+ : CuUpdatableComponent(nInputs, nOutputs, pPred),
+ mNInstances(0)
+ { }
+
+
+ inline
+ CuSharedLinearity::
+ ~CuSharedLinearity()
+ { }
+
+ inline CuComponent::ComponentType
+ CuSharedLinearity::
+ GetType() const
+ {
+ return CuComponent::SHARED_LINEARITY;
+ }
+
+ inline const char*
+ CuSharedLinearity::
+ GetName() const
+ {
+ return "<sharedlinearity>";
+ }
+
+
+
+} //namespace
+
+
+
+#endif
--
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