diff --git a/nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/api/ndarray/BaseNDArray.java b/nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/api/ndarray/BaseNDArray.java
index f84d2237d464..2a2dc338645b 100644
--- a/nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/api/ndarray/BaseNDArray.java
+++ b/nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/api/ndarray/BaseNDArray.java
@@ -5030,8 +5030,7 @@ else if (rank() == 2 && jvmShapeInfo.javaShapeInformation[2] == 1 && indexes.len
         if (indexes.length < 1)
             throw new IllegalStateException("Invalid index found of zero length");
 
-        // FIXME: LONG
-        int[] shape = LongUtils.toInts(resolution.getShapes());
+        long[] shape = resolution.getShapes();
         int numSpecifiedIndex = 0;
         for (int i = 0; i < indexes.length; i++)
             if (indexes[i] instanceof SpecifiedIndex)
@@ -5039,7 +5038,7 @@ else if (rank() == 2 && jvmShapeInfo.javaShapeInformation[2] == 1 && indexes.len
 
         if (shape != null && numSpecifiedIndex > 0) {
             Generator<List<List<Long>>> gen = SpecifiedIndex.iterate(indexes);
-            INDArray ret = Nd4j.create(this.dataType(), ArrayUtil.toLongArray(shape), 'c');
+            INDArray ret = Nd4j.create(this.dataType(), shape, 'c');
             int count = 0;
             while (true) {
                 try {
diff --git a/nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/indexing/ShapeOffsetResolution.java b/nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/indexing/ShapeOffsetResolution.java
index 3106b8c2452f..8cc303509577 100644
--- a/nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/indexing/ShapeOffsetResolution.java
+++ b/nd4j/nd4j-backends/nd4j-api-parent/nd4j-api/src/main/java/org/nd4j/linalg/indexing/ShapeOffsetResolution.java
@@ -234,7 +234,7 @@ else if (indexes[i] instanceof NDArrayIndexAll)
 
         //specific easy case
         if (numSpecified < 1 && interval < 1 && newAxis < 1 && pointIndex > 0 && numAll > 0) {
-            int minDimensions = Math.max(arr.rank() - pointIndex, 2);
+            int minDimensions = arr.rank()-pointIndex;
             long[] shape = new long[minDimensions];
             Arrays.fill(shape, 1);
             long[] stride = new long[minDimensions];
@@ -277,7 +277,6 @@ else if (indexes[i] instanceof NDArrayIndexAll)
             this.offsets = offsets;
             this.offset = offset;
             return true;
-
         }
 
         //intervals and all
diff --git a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/indexing/IndexingTests.java b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/indexing/IndexingTests.java
index 8a923c89cf28..7539ad49c6d7 100644
--- a/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/indexing/IndexingTests.java
+++ b/nd4j/nd4j-backends/nd4j-tests/src/test/java/org/nd4j/linalg/api/indexing/IndexingTests.java
@@ -214,6 +214,31 @@ public void testGetIndicesVector() {
         assertEquals(test, result);
     }
 
+    @Test
+    public void test2dGetPoint(){
+        INDArray arr = Nd4j.linspace(1,12,12, DataType.DOUBLE).reshape('c',3,4);
+        for( int i=0; i<3; i++ ){
+            INDArray exp = Nd4j.create(new double[]{i*4+1, i*4+2, i*4+3, i*4+4});
+            INDArray row = arr.getRow(i);
+            INDArray get = arr.get(NDArrayIndex.point(i), NDArrayIndex.all());
+
+            assertEquals(1, row.rank());
+            assertEquals(1, get.rank());
+            assertEquals(exp, row);
+            assertEquals(exp, get);
+        }
+
+        for( int i=0; i<4; i++ ){
+            INDArray exp = Nd4j.create(new double[]{1+i, 5+i, 9+i});
+            INDArray col = arr.getColumn(i);
+            INDArray get = arr.get(NDArrayIndex.all(), NDArrayIndex.point(i));
+
+            assertEquals(1, col.rank());
+            assertEquals(1, get.rank());
+            assertEquals(exp, col);
+            assertEquals(exp, get);
+        }
+    }
 
 
     @Override