Compilation of TensorFlow serving

TensorFlow serving provides a way to deploy TensorFlow- generated models to online services, including model export,load, and so on.

Installation Reference this

Https://github.com/tensorflow/serving/blob/master/tensorflow_serving/g3doc/setup.md

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but because of the problem of being Qiang (Googlesource cannot access )

Https://github.com/tensorflow/serving/issues/6

need to modify WORKSPACE File

New_http_archive (

Name = "Gmock_archive",

#url = "Https://googlemock.googlecode.com/files/gmock-1.7.0.zip",

url = "Https://github.com/peter-wangxu/gmock/archive/1.7.0.zip",

#sha256 = "26fcbb5925b74ad5fc8c26b0495dfc96353f4d553492eb97e85a8a6d2f43095b",

sha256 = "9b0018413f4222b8ee5454a431918c324d010062eecb078677b6897d0c76bc42",

Build_file = "Tensorflow/google/protobuf/gmock. BUILD ",

)

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Git_repository (

Name = "Boringssl_git",

#commit = "436432d849b83ab90f18773e4ae1c7a8f148f48d",

commit = "DB0729054D5964FEAB9E60089BA2D06A181E78B1",

Init_submodules = True,

#remote = "Https://github.com/mdsteele/boringssl-bazel.git",

Remote = "Https://github.com/doubler/boringssl-bazel.git",

)

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Note that you need to enter the TensorFlow path First

./configure, please .

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Bazel Build tensorflow_serving/...

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Finally verify

./bazel-bin/tensorflow_serving/example/mnist_inference--port=9000 ~/tmp/

I tensorflow_serving/session_bundle/session_bundle.cc:109] Attempting to load a sessionbundle from:/home/gezi/tmp/

E tensorflow_serving/example/mnist_inference.cc:190] Fail to load TensorFlow export:/home/gezi/tmp/export.meta

gezi:~/other/serving$ Bazel Test tensorflow_serving/...

Warning:sandboxed execution is not supported on your system and thus hermeticity of the actions cannot be guaranteed. See http://bazel.io/docs/bazel-user-manual.html#sandboxing for more information. You can turn off this warning via--ignore_unsupported_sandboxing.

Info:found targets and targets test ...

Info:elapsed time:31.664s, Critical path:28.86s

Tensorflow_serving/batching:batch_scheduler_test PASSED in 0.3s

Tensorflow_serving/batching:retrier_test PASSED in 0.2s

Tensorflow_serving/batching:streaming_batch_scheduler_test PASSED in 4.1s

Tensorflow_serving/batching/test_util:puppet_batch_scheduler_test PASSED in 0.2s

Tensorflow_serving/core:availability_helpers_test PASSED in 0.3s

Tensorflow_serving/core:dynamic_manager_benchmark PASSED in 28.5s

Tensorflow_serving/core:dynamic_manager_test PASSED in 0.3s

Tensorflow_serving/core:eager_load_policy_test PASSED in 0.2s

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Compilation of TensorFlow serving