diff --git a/requirements/base.txt b/requirements/base.txt
index c616ad8c38a..7cd37e41b72 100644
--- a/requirements/base.txt
+++ b/requirements/base.txt
@@ -10,4 +10,4 @@ scipy>=1.8
 bayesian-optimization>=1.2.0
 tensorboard>=2.11.0
 multiprocess
-pynvml
+pynvml>=11.0.0
diff --git a/src/otx/cli/utils/experiment.py b/src/otx/cli/utils/experiment.py
index 61abc77d1f0..cc4af013f80 100644
--- a/src/otx/cli/utils/experiment.py
+++ b/src/otx/cli/utils/experiment.py
@@ -97,7 +97,7 @@ def _check_resource(queue: mp.Queue, resource_types: Optional[List[str]] = None,
                 continue
             trackers[resource_type] = GpuUsageRecorder(gpu_ids)
         else:
-            logger.warning(
+            raise ValueError(
                 "Resource type {} isn't supported now. Current available types are cpu and gpu.".format(resource_type)
             )
 
diff --git a/tests/unit/cli/utils/test_experiment.py b/tests/unit/cli/utils/test_experiment.py
index 7f0a695e119..e5a61a8e445 100644
--- a/tests/unit/cli/utils/test_experiment.py
+++ b/tests/unit/cli/utils/test_experiment.py
@@ -139,31 +139,20 @@ def test_check_resource(mocker, resource_types, tmp_path):
     assert Path(output_file).exists()  # check a file is saved well
 
 
-@pytest.mark.parametrize("resource_types", (["wrong"], None))
-@e2e_pytest_unit
-def test_check_resource_wrong_resource_type(mocker, resource_types, tmp_path):
+def test_check_resource_wrong_resource_type(mocker, tmp_path):
     # prepare
+    resource_types = ["wrong"]
     output_file = f"{tmp_path}/fake.yaml"
     mock_queue = MockQueue(output_file)
 
-    mock_cpu_recorder = mocker.MagicMock()
-    mock_cpu_recorder_cls = mocker.patch.object(target_file, "CpuUsageRecorder", return_value=mock_cpu_recorder)
-    mock_gpu_recorder = mocker.MagicMock()
-    mock_gpu_recorder_cls = mocker.patch.object(target_file, "GpuUsageRecorder", return_value=mock_gpu_recorder)
-
+    mocker.patch.object(target_file, "CpuUsageRecorder")
+    mocker.patch.object(target_file, "GpuUsageRecorder")
     mocker.patch.object(target_file, "yaml")
     mocker.patch.object(target_file, "time")
 
-    # run
-    _check_resource(mock_queue, resource_types)
-
-    # check the recorders aren't called
-    mock_cpu_recorder.record.assert_not_called()
-    mock_cpu_recorder_cls.assert_not_called()
-    mock_gpu_recorder.record.assert_not_called()
-    mock_gpu_recorder_cls.assert_not_called()
-
-    assert not Path(output_file).exists()  # check a file isn't saved
+    # check that ValueError is raised.
+    with pytest.raises(ValueError):
+        _check_resource(mock_queue, resource_types)
 
 
 class TestCpuUsageRecorder: