CODEWITHSUNDEEP
unit-testingtensorflowtestingbazel
Maksym Diachenko
Maksym Diachenko

Reputation: 562

Run Tensorflow unit tests

Is there any way to run Tensorflow unit tests manually? I want to perform sanity checks while modifying TF source code.

I see there are many _test.py files with classes that perform many test operations and I can't figure out how to run them. There should be an easy way?

Upvotes: 31

Views: 14418

Answers (2)

Lucas Hendren
Lucas Hendren

Reputation: 2826

In addition to the above answer, you can run individual tests as shown instead of full packages, which can save a significant amount of time.

bazel run //tensorflow/python/kernel_tests:string_split_op_test

bazel run //tensorflow/python:special_math_ops_test

Or you can go to the individual directory and run all the tests there

cd python/kernel_tests
bazel run :one_hot_op_test

Upvotes: 8

mrry
mrry

Reputation: 126154

The easiest way to run the TensorFlow unit tests is using Bazel, assuming you have downloaded the source from Git:

# All tests (for C++ changes).
$ bazel test //tensorflow/...

# All Python tests (for Python front-end changes).
$ bazel test //tensorflow/python/...

# All tests (with GPU support).
$ bazel test -c opt --config=cuda //tensorflow/...
$ bazel test -c opt --config=cuda //tensorflow/python/...

Upvotes: 41

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