diff --git a/test/test_transforms.py b/test/test_transforms.py
index b3d426e5221..8abf9e88db3 100644
--- a/test/test_transforms.py
+++ b/test/test_transforms.py
@@ -1959,10 +1959,12 @@ def test_autoaugment(self):
     def test_random_erasing(self):
         img = torch.ones(3, 128, 128)
 
-        t = transforms.RandomErasing(scale=(0.1, 0.1), ratio=(1. / 3., 3. / 1.))
+        t = transforms.RandomErasing(scale=(0.1, 0.1), ratio=(1 / 3, 3.))
         y, x, h, w, v = t.get_params(img, t.scale, t.ratio, [t.value, ])
         aspect_ratio = h / w
-        self.assertTrue(aspect_ratio > 1. / 3. and aspect_ratio < 3. / 1.)
+        # Add some tolerance due to the rounding and int conversion used in the transform
+        tol = 0.05
+        self.assertTrue(1 / 3 - tol <= aspect_ratio <= 3 + tol)
 
         aspect_ratios = []
         random.seed(42)