diff --git a/tests/tensor_tests.rs b/tests/tensor_tests.rs
index 81c2e801..d1452164 100644
--- a/tests/tensor_tests.rs
+++ b/tests/tensor_tests.rs
@@ -53,3 +53,19 @@ fn binary_op() -> Result<()> {
     assert_eq!(content[0], [0., 0., 0., 0., 0.]);
     Ok(())
 }
+
+#[test]
+fn tensor_2d_transpose() -> Result<()> {
+    let data = &[[3f32, 1., 4., 1., 5.], [2., 1., 7., 8., 2.]];
+    let tensor = Tensor::new(data, &Device::Cpu)?.t()?;
+    let dims = tensor.shape().r2()?;
+    assert_eq!(dims, (5, 2));
+    assert_eq!(
+        tensor.to_vec2::<f32>()?,
+        &[[3f32, 2.], [1., 1.], [4., 7.], [1., 8.], [5., 2.]]
+    );
+    assert_eq!(tensor.t()?.to_vec2::<f32>()?, data);
+    assert_eq!(tensor.contiguous()?.t()?.to_vec2::<f32>()?, data);
+    assert_eq!(((tensor + 1.)?.t()? - 1.)?.to_vec2::<f32>()?, data);
+    Ok(())
+}