diff --git a/src/main/java/org/jblas/CommonBlas.java b/src/main/java/org/jblas/CommonBlas.java
new file mode 100644
index 00000000..8aaf8f1c
--- /dev/null
+++ b/src/main/java/org/jblas/CommonBlas.java
@@ -0,0 +1,86 @@
+package org.jblas;
+
+import org.jblas.exceptions.SizeException;
+
+/**
+ * This class provides some common function interfaces of m*n matrices.
+ * This class is distinguished from the <class>SimpleBlas</class> which
+ * provides an interface for the computation of one row or column matrix dot product.
+ * For instance,it provides an interface of the m*n and n*p matrix inner product.
+ * <p/>
+ * For example, you can do any legitimate m*n matrix operation
+ * <p/>
+ * Currently, only implements inner,scalar matrix
+ */
+public class CommonBlas {
+
+    /**
+     * inner product of x with y <- x.y
+     *
+     * @return result of compution
+     * @throws SizeException x colums is inconsistent with y rows
+     */
+    public static FloatMatrix inner(FloatMatrix x,FloatMatrix y) throws SizeException {
+        FloatMatrix x_t = x.transpose();
+        if (x_t.rows == y.rows) {
+            FloatMatrix result = new FloatMatrix(x_t.columns,y.columns);
+            for (int i = 0; i < x_t.columns; i++) {
+                for (int j = 0; j < y.columns; j++) {
+                    float value_ij = SimpleBlas.dot(x_t.getColumn(i), y.getColumn(j));
+                    result.put(i, j, value_ij);
+                }
+            }
+            return result;
+        }else
+            throw new SizeException("x colums is inconsistent with y rows");
+    }
+
+    /**
+     * inner product of x with y <- x.y
+     *
+     * @return result of compution
+     * @throws SizeException x colums is inconsistent with y rows
+     */
+    public static DoubleMatrix inner(DoubleMatrix x,DoubleMatrix y) throws SizeException {
+        DoubleMatrix x_t = x.transpose();
+        if (x_t.rows == y.rows) {
+            DoubleMatrix result = new DoubleMatrix(x_t.columns,y.columns);
+            for (int i = 0; i < x_t.columns; i++) {
+                for (int j = 0; j < y.columns; j++) {
+                    double value_ij = SimpleBlas.dot(x_t.getColumn(i), y.getColumn(j));
+                    result.put(i, j, value_ij);
+                }
+            }
+            return result;
+        }else
+            throw new SizeException("x colums is inconsistent with y rows");
+    }
+
+    /**
+     * provide a instance of n*n float scalar matrix which value is n
+     * @param rows rows=column
+     * @param n value
+     * @return result
+     */
+    public static FloatMatrix floatScalarMatrixInstance(int rows,float n){
+        FloatMatrix result = new FloatMatrix(rows,rows);
+        for(int i=0;i<rows;i++){
+            result.put(i,i,n);
+        }
+        return result;
+    }
+
+    /**
+     * provide a instance of n*n double scalar matrix which value is n
+     * @param rows rows=column
+     * @param n value
+     * @return result
+     */
+    public static DoubleMatrix doubleScalarMatrixInstance(int rows,double n){
+        DoubleMatrix result = new DoubleMatrix(rows,rows);
+        for(int i=0;i<rows;i++){
+            result.put(i,i,n);
+        }
+        return result;
+    }
+}
diff --git a/src/main/java/org/jblas/DoubleMatrix.java b/src/main/java/org/jblas/DoubleMatrix.java
index 0573dc9a..1f57d389 100644
--- a/src/main/java/org/jblas/DoubleMatrix.java
+++ b/src/main/java/org/jblas/DoubleMatrix.java
@@ -2226,6 +2226,13 @@ public double dot(DoubleMatrix other) {
         return SimpleBlas.dot(this, other);
     }
 
+    /**
+     * The inner product of this with other.
+     */
+    public DoubleMatrix inner(DoubleMatrix other) {
+        return CommonBlas.inner(this, other);
+    }
+
     /** 
      * Computes the projection coefficient of other on this.
      *
diff --git a/src/main/java/org/jblas/FloatMatrix.java b/src/main/java/org/jblas/FloatMatrix.java
index a8cb56d2..90ce2b71 100644
--- a/src/main/java/org/jblas/FloatMatrix.java
+++ b/src/main/java/org/jblas/FloatMatrix.java
@@ -2226,6 +2226,13 @@ public float dot(FloatMatrix other) {
         return SimpleBlas.dot(this, other);
     }
 
+    /**
+     * The inner product of this with other.
+     */
+    public FloatMatrix inner(FloatMatrix other) {
+        return CommonBlas.inner(this, other);
+    }
+
     /** 
      * Computes the projection coefficient of other on this.
      *
diff --git a/src/test/java/org/jblas/CommonBlasTest.java b/src/test/java/org/jblas/CommonBlasTest.java
new file mode 100644
index 00000000..fa22a73d
--- /dev/null
+++ b/src/test/java/org/jblas/CommonBlasTest.java
@@ -0,0 +1,35 @@
+package org.jblas;
+
+import org.junit.Test;
+
+import static org.junit.Assert.assertTrue;
+
+/**
+ * Some test for class CommonBlas
+ *
+ * @author Jason Chen
+ */
+public class CommonBlasTest {
+    @Test
+    public void testInner() {
+        DoubleMatrix A = new DoubleMatrix(2, 2, 3.0, -3.0, 1.0, 1.0);
+        DoubleMatrix B = new DoubleMatrix(2,2,1.0,-1.0,2.0,4.0);
+        DoubleMatrix C = new DoubleMatrix(2,2,2.0,-4.0,10.0,-2.0);
+
+        FloatMatrix D = new FloatMatrix(2, 2, 3.0f, -3.0f, 1.0f, 1.0f);
+        FloatMatrix E = new FloatMatrix(2,2,1.0f,-1.0f,2.0f,4.0f);
+        FloatMatrix F = new FloatMatrix(2,2,2.0f,-4.0f,10.0f,-2.0f);
+
+        assertTrue(CommonBlas.inner(A,B).equals(C));
+        assertTrue(CommonBlas.inner(D,E).equals(F));
+    }
+
+    @Test
+    public void testScalar(){
+        DoubleMatrix scalarDoubleMatrix = CommonBlas.doubleScalarMatrixInstance(2,-9.0);
+        FloatMatrix scalarFloatMatrix = CommonBlas.floatScalarMatrixInstance(2,-8.0f);
+
+        assertTrue(new DoubleMatrix(2,2,-9.0,0.0,0.0,-9.0).equals(scalarDoubleMatrix));
+        assertTrue(new FloatMatrix(2,2,-8.0f,0,0,-8.0f).equals(scalarFloatMatrix));
+    }
+}