diff --git a/docs_src/examples/use_cases/example_resnet_all_in_one.py b/docs_src/examples/use_cases/example_resnet_all_in_one.py
index 8c7df6fc..5d7bd264 100644
--- a/docs_src/examples/use_cases/example_resnet_all_in_one.py
+++ b/docs_src/examples/use_cases/example_resnet_all_in_one.py
@@ -140,7 +140,7 @@ def forward(self, x):
 
 print("Do the individual gradients match?")
 for name, parameter in model.named_parameters():
-    match = allclose(parameter.grad_batch[sample_to_check], parameter.grad, atol=5e-6)
+    match = allclose(parameter.grad_batch[sample_to_check], parameter.grad, atol=1e-6)
     print(f"{name:>20}: {match}")
     if not match:
         raise AssertionError("Individual gradients don't match!")