I am following the "Serving Inception Model with TensorFlow Serving and Kubernetes" tutorial from the tensorflow.org website. When I get to loading and exporting the model using
root@ecf82ac60c6b:/serving# bazel-bin/tensorflow_serving/example/inception_saved_model --checkpoint_dir=inception-v3 --output_dir=/tmp/inception-export
I get following error.
Traceback (most recent call last):
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/tf_serving/tensorflow_serving/example/inception_saved_model.py", line 202, in <module>
tf.app.run()
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/org_tensorflow/tensorflow/python/platform/app.py", line 124, in run
_sys.exit(main(argv))
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/tf_serving/tensorflow_serving/example/inception_saved_model.py", line 198, in main
export()
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/tf_serving/tensorflow_serving/example/inception_saved_model.py", line 91, in export
table = tf.contrib.lookup.index_to_string_table_from_tensor(class_tensor)
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/org_tensorflow/tensorflow/python/util/lazy_loader.py", line 53, in __getattr__
module = self._load()
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/org_tensorflow/tensorflow/python/util/lazy_loader.py", line 42, in _load
module = importlib.import_module(self.__name__)
File "/usr/lib/python2.7/importlib/__init__.py", line 37, in import_module
__import__(name)
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/org_tensorflow/tensorflow/contrib/__init__.py", line 82, in <module>
from tensorflow.contrib.eager.python import tfe as eager
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/org_tensorflow/tensorflow/contrib/eager/python/tfe.py", line 76, in <module>
from tensorflow.contrib.eager.python.datasets import Iterator
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/org_tensorflow/tensorflow/contrib/eager/python/datasets.py", line 23, in <module>
from tensorflow.contrib.data.python.ops import prefetching_ops
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/org_tensorflow/tensorflow/contrib/data/python/ops/prefetching_ops.py", line 25, in <module>
resource_loader.get_path_to_datafile("../../_prefetching_ops.so"))
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/org_tensorflow/tensorflow/contrib/util/loader.py", line 55, in load_op_library
ret = load_library.load_op_library(path)
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/org_tensorflow/tensorflow/python/framework/load_library.py", line 56, in load_op_library
lib_handle = py_tf.TF_LoadLibrary(library_filename, status)
File "/serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/org_tensorflow/tensorflow/python/framework/errors_impl.py", line 473, in __exit__
c_api.TF_GetCode(self.status.status))
tensorflow.python.framework.errors_impl.NotFoundError: /serving/bazel-bin/tensorflow_serving/example/inception_saved_model.runfiles/org_tensorflow/tensorflow/contrib/data/python/ops/../../_prefetching_ops.so: undefined symbol: _ZN6google8protobuf8internal9ArenaImpl10AddCleanupEPvPFvS3_E
I tried the solution on How to troubleshoot deployment of Inception serving running in kubernetes, but it does not apply to this problem. Has anyone encountered the same problem and maybe figured out how to solve it?
