diff --git a/syft/frameworks/torch/hook/hook.py b/syft/frameworks/torch/hook/hook.py
index 92fb6ef1317..8cb5c2094f5 100644
--- a/syft/frameworks/torch/hook/hook.py
+++ b/syft/frameworks/torch/hook/hook.py
@@ -444,12 +444,6 @@ def _hook_torch_module(self):
             the real :func:`torch.cat` will become :func:`torch.native_cat`
             and :func:`torch.cat` will have our hooking code.
         """
-
-        if torch.__version__ < "1.0.2":
-            # Hard fix for PyTorch versions < 1.0.2
-            # usage of torch.jit requires a torch version < torch 1.1, so we still need to support this torch version
-            syft.torch.apply_fix16922(self.torch)
-
         torch_modules = syft.torch.torch_modules
 
         for module_name, torch_module in torch_modules.items():
diff --git a/syft/frameworks/torch/torch_attributes.py b/syft/frameworks/torch/torch_attributes.py
index 517f208893a..51bd0628674 100644
--- a/syft/frameworks/torch/torch_attributes.py
+++ b/syft/frameworks/torch/torch_attributes.py
@@ -158,21 +158,3 @@ def is_inplace_method(self, method_name):
             is_inplace = method_name[-1] == "_" and "__" not in method_name
             self.inplace_methods[method_name] = is_inplace
             return is_inplace
-
-    @staticmethod
-    def apply_fix16922(torch):
-        """
-        Apply the fix made in PR16922 of PyTorch until people use PyTorch 1.0.2
-        :param torch: the pytorch module
-        """
-        broken_funcs = [
-            "max_pool1d",
-            "max_pool2d",
-            "max_pool3d",
-            "adaptive_max_pool1d",
-            "adaptive_max_pool2d",
-            "adaptive_max_pool3d",
-        ]
-        for broken_func in broken_funcs:
-            getattr(torch.nn.functional, broken_func).__module__ = "torch.nn.functional"
-            getattr(torch.nn.functional, broken_func).__name__ = broken_func