Small modifications to crypten.load (facebookresearch#203)

Summary:
Pull Request resolved: fairinternal/CrypTen#203

- Modified crypten.load to allow the input `f` to be None.
- Added assert to ensure exactly  one of `f` or `preloaded` is None
- Updated unit tests to ensure preloaded loads correctly.

Reviewed By: knottb

Differential Revision: D21212000

fbshipit-source-id: 82042e208a3a95328ec5472dba9ce964d8033075

Author: Shobha Venkataraman

crypten/__init__.py

@@ -202,7 +202,7 @@ def _setup_przs():
 
 
 def load_from_party(
-    f,
+    f=None,
     preloaded=None,
     encrypted=False,
     dummy_model=None,
@@ -245,9 +245,16 @@ def load_from_party(
             src >= 0 and src < comm.get().get_world_size()
         ), "Load failed: src must be in [0, world_size)"
 
+        assert (f is None and (preloaded is not None)) or (
+            (f is not None) and preloaded is None
+        ), "Exactly one of f and preloaded must not be None"
+
         # source party
         if comm.get().get_rank() == src:
-            result = preloaded if preloaded else load_closure(f, **kwargs)
+            if f is None:
+                result = preloaded
+            if preloaded is None:
+                result = load_closure(f, **kwargs)
 
             # Zero out the tensors / modules to hide loaded data from broadcast
             if torch.is_tensor(result):

test/test_crypten.py

@@ -192,6 +192,16 @@ def custom_save_function(obj, f):
                             complete_file, src=src, load_closure=(lambda f: None)
                         )
 
+                    # test pre-loaded
+                    encrypted_preloaded = crypten.load_from_party(
+                        src=src, preloaded=tensor
+                    )
+                    self._check(
+                        encrypted_preloaded,
+                        reference,
+                        "crypten.load() failed using preloaded",
+                    )
+
     def test_save_load_module(self):
         """Test that crypten.save and crypten.load properly save and load modules"""
         import tempfile