diff --git a/tests/validation/CL/FullyConnectedLayer.cpp b/tests/validation/CL/FullyConnectedLayer.cpp
index aba92f1..2fa8189 100644
--- a/tests/validation/CL/FullyConnectedLayer.cpp
+++ b/tests/validation/CL/FullyConnectedLayer.cpp
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2017 ARM Limited.
+ * Copyright (c) 2017-2018 ARM Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -124,15 +124,13 @@
                                             TensorInfo(TensorShape(8U, 4U, 6U, 4U), 1, DataType::F32),
                                             TensorInfo(TensorShape(9U, 5U, 7U, 3U), 1, DataType::F32),    // Invalid weights dimensions
                                             TensorInfo(TensorShape(9U, 5U, 7U, 3U), 1, DataType::F32),    // Wrongly reshaped weights
-                                            TensorInfo(TensorShape(8U, 4U, 6U, 4U), 1, DataType::F32),
                                           }),
     framework::dataset::make("WeightsInfo",{ TensorInfo(TensorShape(315U, 271U), 1, DataType::F16),
                                              TensorInfo(TensorShape(315U, 271U), 1, DataType::QS8, 3),
                                              TensorInfo(TensorShape(192U, 192U), 1, DataType::F32),
                                              TensorInfo(TensorShape(192U, 192U), 1, DataType::F32),
+                                             TensorInfo(TensorShape(217U, 231U), 1, DataType::F32),
                                              TensorInfo(TensorShape(217U, 315U), 1, DataType::F32),
-                                             TensorInfo(TensorShape(217U, 315U), 1, DataType::F32),
-                                             TensorInfo(TensorShape(192U, 192U), 1, DataType::F32),
                                           })),
     framework::dataset::make("BiasInfo",{ TensorInfo(TensorShape(271U), 1, DataType::F32),
                                           TensorInfo(TensorShape(271U), 1, DataType::QS8, 2),
@@ -140,7 +138,6 @@
                                           TensorInfo(TensorShape(192U), 1, DataType::F32),
                                           TensorInfo(TensorShape(271U), 1, DataType::F32),
                                           TensorInfo(TensorShape(271U), 1, DataType::F32),
-                                          TensorInfo(TensorShape(192U), 1, DataType::F32),
                                           })),
     framework::dataset::make("OutputInfo",{ TensorInfo(TensorShape(271U, 3U), 1, DataType::F32),
                                             TensorInfo(TensorShape(271U, 3U), 1, DataType::QS8, 3),
@@ -148,11 +145,10 @@
                                             TensorInfo(TensorShape(192U, 4U), 1, DataType::F32),
                                             TensorInfo(TensorShape(271U, 3U), 1, DataType::F32),
                                             TensorInfo(TensorShape(271U, 3U), 1, DataType::F32),
-                                            TensorInfo(TensorShape(192U, 4U), 1, DataType::F32),
                                            })),
-    framework::dataset::make("TransposeWeights",{ true, true, true, false, true, true, true })),
-    framework::dataset::make("ReshapedWeights",{ false, false, false, false, false, false , false})),
-    framework::dataset::make("Expected", { false, false, true, true, false, false, true })),
+    framework::dataset::make("TransposeWeights",{ true, true, true, false, true, true })),
+    framework::dataset::make("ReshapedWeights",{ false, false, false, false, false, false})),
+    framework::dataset::make("Expected", { false, false, true, true, false, false })),
     input_info, weights_info, bias_info, output_info, transpose_weights, reshaped_weights, expected)
 {
     Status status = CLFullyConnectedLayer::validate(&input_info.clone()->set_is_resizable(false),