diff --git a/tests/validation/UNIT/TensorInfo.cpp b/tests/validation/UNIT/TensorInfo.cpp
new file mode 100644
index 0000000..2a6c336
--- /dev/null
+++ b/tests/validation/UNIT/TensorInfo.cpp
@@ -0,0 +1,89 @@
+/*
+ * Copyright (c) 2017 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#include "arm_compute/core/TensorInfo.h"
+#include "arm_compute/core/Types.h"
+#include "tests/framework/Asserts.h"
+#include "tests/framework/Macros.h"
+#include "tests/framework/datasets/Datasets.h"
+#include "tests/validation/Validation.h"
+#include "utils/TypePrinter.h"
+
+namespace arm_compute
+{
+namespace test
+{
+namespace validation
+{
+TEST_SUITE(UNIT)
+TEST_SUITE(TensorInfoValidation)
+
+// *INDENT-OFF*
+// clang-format off
+DATA_TEST_CASE(AutoPadding, framework::DatasetMode::ALL, zip(zip(zip(
+               framework::dataset::make("TensorShape", {
+               TensorShape{},
+               TensorShape{ 10U },
+               TensorShape{ 10U, 10U },
+               TensorShape{ 10U, 10U, 10U },
+               TensorShape{ 10U, 10U, 10U, 10U },
+               TensorShape{ 10U, 10U, 10U, 10U, 10U },
+               TensorShape{ 10U, 10U, 10U, 10U, 10U, 10U }}),
+               framework::dataset::make("PaddingSize", {
+               PaddingSize{ 0, 0, 0, 0 },
+               PaddingSize{ 0, 36, 0, 4 },
+               PaddingSize{ 4, 36, 4, 4 },
+               PaddingSize{ 4, 36, 4, 4 },
+               PaddingSize{ 4, 36, 4, 4 },
+               PaddingSize{ 4, 36, 4, 4 },
+               PaddingSize{ 4, 36, 4, 4 }})),
+               framework::dataset::make("Strides", {
+               Strides{},
+               Strides{ 1U, 50U },
+               Strides{ 1U, 50U },
+               Strides{ 1U, 50U, 900U },
+               Strides{ 1U, 50U, 900U, 9000U },
+               Strides{ 1U, 50U, 900U, 9000U, 90000U },
+               Strides{ 1U, 50U, 900U, 9000U, 90000U, 900000U }})),
+               framework::dataset::make("Offset", { 0U, 4U, 204U, 204U, 204U, 204U, 204U })),
+               shape, auto_padding, strides, offset)
+{
+    TensorInfo info{ shape, Format::U8 };
+
+    ARM_COMPUTE_EXPECT(!info.has_padding(), framework::LogLevel::ERRORS);
+
+    info.auto_padding();
+
+    validate(info.padding(), auto_padding);
+
+    ARM_COMPUTE_EXPECT(compare_dimensions(info.strides_in_bytes(), strides), framework::LogLevel::ERRORS);
+    ARM_COMPUTE_EXPECT(info.offset_first_element_in_bytes() == offset, framework::LogLevel::ERRORS);
+}
+// clang-format on
+// *INDENT-ON*
+
+TEST_SUITE_END() // TensorInfoValidation
+TEST_SUITE_END()
+} // namespace validation
+} // namespace test
+} // namespace arm_compute