diff --git a/src/backends/tosaReference/test/TosaRefEndToEndTests.cpp b/src/backends/tosaReference/test/TosaRefEndToEndTests.cpp
index fbe1265..4245f0d 100644
--- a/src/backends/tosaReference/test/TosaRefEndToEndTests.cpp
+++ b/src/backends/tosaReference/test/TosaRefEndToEndTests.cpp
@@ -6,6 +6,7 @@
 #include "backendsCommon/test/EndToEndTestImpl.hpp"
 
 #include "backendsCommon/test/AdditionEndToEndTestImpl.hpp"
+#include "backendsCommon/test/Convolution2dEndToEndTestImpl.hpp"
 #include "backendsCommon/test/Pooling2dEndToEndTestImpl.hpp"
 
 #include <doctest/doctest.h>
@@ -30,6 +31,17 @@
     AdditionEndToEndFloat16<DataType::Float16>(tosaDefaultBackends);
 }
 
+// Conv2d
+TEST_CASE("TosaRefConv2dEndtoEndTestFloat32")
+{
+    Convolution2dEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, armnn::DataLayout::NHWC);
+}
+
+TEST_CASE("TosaRefConv2dWithoutBiasEndtoEndTestFloat32")
+{
+    Convolution2dEndToEnd<armnn::DataType::Float32>(tosaDefaultBackends, armnn::DataLayout::NHWC, false);
+}
+
 // Max Pool 2D
 TEST_CASE("TosaRefMaxPool2DEndtoEndTestFloat32")
 {