diff --git a/examples/benchmark.ipynb b/examples/benchmark.ipynb
index 876d073f..9615b493 100644
--- a/examples/benchmark.ipynb
+++ b/examples/benchmark.ipynb
@@ -37,7 +37,7 @@
     "**Memory - Train** | ✔ | ✘ | ✔ | ✘ | ✔ | ✘ |\n",
     "\n",
     "\n",
-    "*   *FP16* stands for mixed-precision meaning that computations within the model are done using a mixture of 16-bit and 32-bit floating-point operations, see [here](https://pytorch.org/docs/stable/nn.html#torch.nn.Module.half) for more detail.\n",
+    "*   *FP16* stands for mixed-precision meaning that computations within the model are done using a mixture of 16-bit and 32-bit floating-point operations, see [here](https://pytorch.org/docs/stable/generated/torch.nn.Module.html#torch.nn.Module.half) for more detail.\n",
     "\n",
     "*   *torchscript* corresponds to PyTorch's torchscript format, see [here](https://pytorch.org/docs/stable/jit.html).\n",
     "\n",