diff --git a/tests/layer_tests/pytorch_tests/test_sum.py b/tests/layer_tests/pytorch_tests/test_sum.py
index 040bc813fb0..e8f18f36826 100644
--- a/tests/layer_tests/pytorch_tests/test_sum.py
+++ b/tests/layer_tests/pytorch_tests/test_sum.py
@@ -9,7 +9,8 @@ from pytorch_layer_test_class import PytorchLayerTest
 class TestSum(PytorchLayerTest):
     def _prepare_input(self):
         import numpy as np
-        return (np.random.randn(1, 3, 224, 224).astype(np.float32),)
+        # This test had sporadically failed by accuracy. Try to resolve that by using int numbers in input
+        return (np.random.randint(-10, 10, (1, 3, 224, 224)).astype(np.float32),)
 
     def create_model(self, axes, keep_dims):
 
@@ -37,4 +38,5 @@ class TestSum(PytorchLayerTest):
     @pytest.mark.nightly
     @pytest.mark.precommit
     def test_sum(self, axes, keep_dim, ie_device, precision, ir_version):
-        self._test(*self.create_model(axes, keep_dim), ie_device, precision, ir_version)
+        self._test(*self.create_model(axes, keep_dim),
+                   ie_device, precision, ir_version)