diff --git a/tests/validation/CL/DilatedConvolutionLayer.cpp b/tests/validation/CL/DilatedConvolutionLayer.cpp
index 20ba113..9a9df2c 100644
--- a/tests/validation/CL/DilatedConvolutionLayer.cpp
+++ b/tests/validation/CL/DilatedConvolutionLayer.cpp
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2018-2019 Arm Limited.
+ * Copyright (c) 2018-2020 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -113,49 +113,6 @@
 
 TEST_SUITE(GEMMDilatedConvolutionLayer)
 
-DATA_TEST_CASE(Configuration, framework::DatasetMode::ALL, combine(datasets::SmallDilatedConvolutionLayerDataset(),
-                                                                   CNNDataTypes),
-               input_shape, weights_shape, bias_shape, output_shape, info, dilation, data_type)
-{
-    auto bias_data_type = is_data_type_quantized_asymmetric(data_type) ? DataType::S32 : data_type;
-
-    // Create tensors
-    CLTensor src     = create_tensor<CLTensor>(input_shape, data_type, 1, QuantizationInfo(2.f / 255.f, 127));
-    CLTensor weights = create_tensor<CLTensor>(weights_shape, data_type, 1, QuantizationInfo(2.f / 255.f, 127));
-    CLTensor bias    = create_tensor<CLTensor>(bias_shape, bias_data_type, 1, QuantizationInfo(2.f / 255.f, 127));
-    CLTensor dst     = create_tensor<CLTensor>(output_shape, data_type, 1, QuantizationInfo(2.f / 255.f, 127));
-
-    ARM_COMPUTE_EXPECT(src.info()->is_resizable(), framework::LogLevel::ERRORS);
-    ARM_COMPUTE_EXPECT(weights.info()->is_resizable(), framework::LogLevel::ERRORS);
-    ARM_COMPUTE_EXPECT(bias.info()->is_resizable(), framework::LogLevel::ERRORS);
-    ARM_COMPUTE_EXPECT(dst.info()->is_resizable(), framework::LogLevel::ERRORS);
-
-    const QuantizationInfo src_quantization_info     = src.info()->quantization_info();
-    const QuantizationInfo weights_quantization_info = weights.info()->quantization_info();
-
-    // Create and configure function
-    CLGEMMConvolutionLayer conv;
-    conv.configure(&src, &weights, &bias, &dst, info, WeightsInfo(), dilation);
-
-    // Validate valid region
-    const ValidRegion src_valid_region     = shape_to_valid_region(input_shape);
-    const ValidRegion weights_valid_region = shape_to_valid_region(weights_shape);
-    const ValidRegion bias_valid_region    = shape_to_valid_region(bias_shape);
-    const ValidRegion dst_valid_region     = shape_to_valid_region(output_shape);
-
-    validate(src.info()->valid_region(), src_valid_region);
-    validate(weights.info()->valid_region(), weights_valid_region);
-    validate(bias.info()->valid_region(), bias_valid_region);
-    validate(dst.info()->valid_region(), dst_valid_region);
-
-    // Validate QuantizationInfo
-    ARM_COMPUTE_EXPECT(src.info()->quantization_info() == src_quantization_info, framework::LogLevel::ERRORS);
-    ARM_COMPUTE_EXPECT(weights.info()->quantization_info() == weights_quantization_info, framework::LogLevel::ERRORS);
-
-    // Validate padding
-    //TODO(COMPMID-415) Need to validate padding?
-}
-
 template <typename T>
 using CLGEMMDilatedConvolutionLayerFixture = ConvolutionValidationFixture<CLTensor, CLAccessor, CLGEMMConvolutionLayer, T>;