access2rohit commented on a change in pull request #18932:
URL: https://github.com/apache/incubator-mxnet/pull/18932#discussion_r472436666



##########
File path: tests/nightly/test_np_large_array.py
##########
@@ -76,3 +78,459 @@ def test_softmax():
         true_output = np.full((SMALL_Y, LARGE_X), (1 / input_data.shape[axis]))
         output = npx.softmax(input_data, axis=axis)
         assert_almost_equal(output.asnumpy(), true_output, rtol=1e-5, 
atol=1e-5)
+
+'''
+  _ _ _  _ _ __  _ __ _  _
+ | ' \ || | '  \| '_ \ || |
+ |_||_\_,_|_|_|_| .__/\_, |
+                |_|   |__/
+'''
+
+@use_np
+def test_ones():
+    A = np.ones((INT_OVERFLOW, 2))
+    assert A.shape == (INT_OVERFLOW, 2)
+
+@use_np
+def test_zeros():
+    A = np.zeros((INT_OVERFLOW, 2))
+    assert A.shape == (INT_OVERFLOW, 2)
+
+@use_np
+def test_abs():
+    A = np.ones((INT_OVERFLOW, 2))
+    A.attach_grad()
+    with mx.autograd.record():
+        B = np.abs(A)
+    print(B)
+    assert B.shape == (INT_OVERFLOW, 2)

Review comment:
       value checks for both fwd and bkwrd




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