From: A. Unique TensorFlower <gardener@tensorflow.org>
Date: Fri, 6 Apr 2018 08:46:37 +0000 (-0700)
Subject: Add a test to check graceful handling of out-of-memory conditions.
X-Git-Tag: tflite-v0.1.7~16^2^2~117
X-Git-Url: http://review.tizen.org/git/?a=commitdiff_plain;h=4eefd3a5e4a7f5432be7fd3981071dc6b727349f;p=platform%2Fupstream%2Ftensorflow.git

Add a test to check graceful handling of out-of-memory conditions.

PiperOrigin-RevId: 191860462
---

diff --git a/tensorflow/compiler/tests/BUILD b/tensorflow/compiler/tests/BUILD
index edabdc2..e345c12 100644
--- a/tensorflow/compiler/tests/BUILD
+++ b/tensorflow/compiler/tests/BUILD
@@ -192,6 +192,26 @@ tf_xla_py_test(
 )
 
 tf_xla_py_test(
+    name = "oom_test",
+    size = "medium",
+    srcs = ["oom_test.py"],
+    disabled_backends = [
+        "cpu",
+        "cpu_ondemand",
+    ],
+    deps = [
+        ":xla_test",
+        "//tensorflow/python:array_ops",
+        "//tensorflow/python:array_ops_gen",
+        "//tensorflow/python:framework_for_generated_wrappers",
+        "//tensorflow/python:gradient_checker",
+        "//tensorflow/python:gradients",
+        "//tensorflow/python:math_ops",
+        "//tensorflow/python:platform_test",
+    ],
+)
+
+tf_xla_py_test(
     name = "conv2d_test",
     size = "medium",
     srcs = ["conv2d_test.py"],
diff --git a/tensorflow/compiler/tests/oom_test.py b/tensorflow/compiler/tests/oom_test.py
new file mode 100644
index 0000000..1434e96
--- /dev/null
+++ b/tensorflow/compiler/tests/oom_test.py
@@ -0,0 +1,61 @@
+# Copyright 2018 The TensorFlow Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+# ==============================================================================
+"""Functional tests for out-of-memory conditions."""
+
+from __future__ import absolute_import
+from __future__ import division
+from __future__ import print_function
+
+from tensorflow.compiler.tests import xla_test
+from tensorflow.python.framework import dtypes
+from tensorflow.python.framework import errors
+from tensorflow.python.ops import array_ops
+from tensorflow.python.platform import googletest
+
+
+class OutOfMemoryTest(xla_test.XLATestCase):
+
+  def testOutputOutOfMemory(self):
+    """Allocates tensors until out of memory.
+
+    Generates a large rank-1 tensor. The tensor is an output of an XLA
+    computation, not constant.
+
+    Check that a ResourceExhaustedError is raised and can be caught.
+
+    We spin in a loop generating larger and larger tensors until an OOM event
+    happens. We may be running sandboxed, so have a small host memory limit, so
+    any hardcoded value is unlikely to land in the sweet spot between device
+    memory size and host memory size with stability.
+    """
+
+    def test_loop():
+      size = 2e8
+      while True:
+        with self.test_session():
+          # Force the compiled code to not be constant by feeding in an addend.
+          p = array_ops.placeholder(dtypes.float32, shape=[])
+          with self.test_scope():
+            # Create a large R1 tensor.
+            c = array_ops.zeros([size, 1]) + p
+
+            c.eval(feed_dict={p: 1.0})
+            size *= 2
+
+    self.assertRaises(errors.ResourceExhaustedError, test_loop)
+
+
+if __name__ == "__main__":
+  googletest.main()