diff --git a/python/paddle/fluid/layers/nn.py b/python/paddle/fluid/layers/nn.py
index 9ac314528dc1f1..aa021c463bf3d7 100755
--- a/python/paddle/fluid/layers/nn.py
+++ b/python/paddle/fluid/layers/nn.py
@@ -13029,7 +13029,10 @@ def grid_sampler(x, grid, name=None):
     out = helper.create_variable_for_type_inference(x.dtype)
     ipts = {'X': x, 'Grid': grid}
 
-    helper.append_op(type='grid_sampler', inputs=ipts, outputs={'Output': out})
+    attrs = {'use_cudnn': False} if core.is_compiled_with_rocm() else {}
+
+    helper.append_op(
+        type='grid_sampler', inputs=ipts, outputs={'Output': out}, attrs=attrs)
     return out
 
 
diff --git a/python/paddle/fluid/tests/unittests/test_grid_sampler_op.py b/python/paddle/fluid/tests/unittests/test_grid_sampler_op.py
index bf2f9518fb0c72..d5056bd11cf084 100644
--- a/python/paddle/fluid/tests/unittests/test_grid_sampler_op.py
+++ b/python/paddle/fluid/tests/unittests/test_grid_sampler_op.py
@@ -14,6 +14,7 @@
 
 import unittest
 import numpy as np
+import paddle.fluid.core as core
 from op_test import OpTest
 
 
@@ -182,7 +183,7 @@ def initTestCase(self):
         self.align_corners = True
         self.padding_mode = "zeros"
         self.mode = "bilinear"
-        self.use_cudnn = True
+        self.use_cudnn = False if core.is_compiled_with_rocm() else True
 
 
 class Case1(TestGridSamplerOp):
diff --git a/python/paddle/fluid/tests/unittests/test_inplace_abn_op.py b/python/paddle/fluid/tests/unittests/test_inplace_abn_op.py
index 7b92f6f02c6db2..077496200d988f 100644
--- a/python/paddle/fluid/tests/unittests/test_inplace_abn_op.py
+++ b/python/paddle/fluid/tests/unittests/test_inplace_abn_op.py
@@ -27,7 +27,7 @@
 
 class TestInplaceANBOpTraining(unittest.TestCase):
     def setUp(self):
-        self.dtype = np.float64
+        self.dtype = np.float32 if core.is_compiled_with_rocm() else np.float64
         self.N = 4
         self.C = 5
         self.H = 7
diff --git a/python/paddle/nn/functional/vision.py b/python/paddle/nn/functional/vision.py
index 55a66e70160b6c..a2218a6e1aa69b 100644
--- a/python/paddle/nn/functional/vision.py
+++ b/python/paddle/nn/functional/vision.py
@@ -265,8 +265,9 @@ def grid_sample(x,
 
     cudnn_version = get_cudnn_version()
     use_cudnn = False
-    if (cudnn_version is not None
-        ) and align_corners and mode == 'bilinear' and padding_mode == 'zeros':
+    if not core.is_compiled_with_rocm() and (
+            cudnn_version is not None
+    ) and align_corners and mode == 'bilinear' and padding_mode == 'zeros':
         use_cudnn = True
         # CUDNN always computes gradients for all inputs
         x.stop_gradient = False