Add list_ctx to ParameterDict (apache#16185)

* Add list_ctx to ParameterDict Signed-off-by: Serge Panev <[email protected]> * Add assert to test reset_ctx Signed-off-by: Serge Panev <[email protected]>
drivanov · Sep 26, 2019 · d3ce70b · d3ce70b
1 parent 6d6d9de
commit d3ce70b
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diff --git a/python/mxnet/gluon/parameter.py b/python/mxnet/gluon/parameter.py
@@ -902,6 +902,14 @@ def reset_ctx(self, ctx):
         for i in self.values():
             i.reset_ctx(ctx)
 
+    def list_ctx(self):
+        """Returns a list of all the contexts on which the underlying Parameters
+        are initialized."""
+        s = set()
+        for i in self.values():
+            s.update(i.list_ctx())
+        return list(s)
+
     def setattr(self, name, value):
         """Set an attribute to a new value for all Parameters.
 

diff --git a/tests/python/unittest/test_gluon.py b/tests/python/unittest/test_gluon.py
@@ -136,6 +136,20 @@ def test_parameter_dict():
     mx.test_utils.assert_almost_equal(prev_w0.asnumpy(), cur_w0.asnumpy())
     mx.test_utils.assert_almost_equal(prev_w1.asnumpy(), cur_w1.asnumpy())
 
+    # test reset_ctx
+    params3 = gluon.ParameterDict('net_')
+    params3.get('w0', shape=(10, 10))
+    params3.get('w1', shape=(10, 10))
+    params3.initialize(ctx=ctx)
+    list_contexts = [mx.cpu(42), mx.cpu(24)]
+    params3.reset_ctx(list_contexts)
+    for p in params3.values():
+        assert set(p.list_ctx()) == set(list_contexts)
+
+    # and test list_ctx
+    assert set(params3.list_ctx()) == set(list_contexts)
+
+
     # test the dtype casting functionality
     params0 = gluon.ParameterDict('')
     params0.get('w0', shape=(10, 10), dtype='float32')