tensorflow / tensorflow/privacy

gaussian_query_test.py tests fail

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Description

Cloned the repo, conda install tensorflow, followed setup instructions inside the repo and then tried to run gaussian_query_test.py but it seems that some of the tests fail.

Running tests under Python 3.7.5: //anaconda3/envs/tf/bin/python
[ RUN      ] GaussianQueryTest.test_gaussian_average_no_noise
2019-11-14 00:57:05.454391: I tensorflow/core/platform/cpu_feature_guard.cc:145] This TensorFlow binary is optimized with Intel(R) MKL-DNN to use the following CPU instructions in performance critical operations:  SSE4.1 SSE4.2 AVX AVX2 FMA
To enable them in non-MKL-DNN operations, rebuild TensorFlow with the appropriate compiler flags.
2019-11-14 00:57:05.456672: I tensorflow/core/common_runtime/process_util.cc:115] Creating new thread pool with default inter op setting: 4. Tune using inter_op_parallelism_threads for best performance.
[       OK ] GaussianQueryTest.test_gaussian_average_no_noise
[ RUN      ] GaussianQueryTest.test_gaussian_average_with_noise
[  FAILED  ] GaussianQueryTest.test_gaussian_average_with_noise
[ RUN      ] GaussianQueryTest.test_gaussian_sum_merge
[       OK ] GaussianQueryTest.test_gaussian_sum_merge
[ RUN      ] GaussianQueryTest.test_gaussian_sum_no_clip_no_noise
[       OK ] GaussianQueryTest.test_gaussian_sum_no_clip_no_noise
[ RUN      ] GaussianQueryTest.test_gaussian_sum_with_changing_clip_no_noise
[  FAILED  ] GaussianQueryTest.test_gaussian_sum_with_changing_clip_no_noise
[ RUN      ] GaussianQueryTest.test_gaussian_sum_with_clip_no_noise
[       OK ] GaussianQueryTest.test_gaussian_sum_with_clip_no_noise
[ RUN      ] GaussianQueryTest.test_gaussian_sum_with_noise
[  FAILED  ] GaussianQueryTest.test_gaussian_sum_with_noise
[ RUN      ] GaussianQueryTest.test_incompatible_records_too_few_on_left
[       OK ] GaussianQueryTest.test_incompatible_records_too_few_on_left
[ RUN      ] GaussianQueryTest.test_incompatible_records_too_few_on_right
[       OK ] GaussianQueryTest.test_incompatible_records_too_few_on_right
[ RUN      ] GaussianQueryTest.test_incompatible_records_type_mismatch
[       OK ] GaussianQueryTest.test_incompatible_records_type_mismatch
[ RUN      ] GaussianQueryTest.test_session
[  SKIPPED ] GaussianQueryTest.test_session
======================================================================
ERROR: test_gaussian_sum_with_changing_clip_no_noise (__main__.GaussianQueryTest)
test_gaussian_sum_with_changing_clip_no_noise (__main__.GaussianQueryTest)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "gaussian_query_test.py", line 62, in test_gaussian_sum_with_changing_clip_no_noise
    l2_norm_clip_placeholder = tf.compat.v1.placeholder(tf.float32)
  File "//anaconda3/envs/tf/lib/python3.7/site-packages/tensorflow_core/python/ops/array_ops.py", line 2627, in placeholder
    raise RuntimeError("tf.placeholder() is not compatible with "
RuntimeError: tf.placeholder() is not compatible with eager execution.

======================================================================
FAIL: test_gaussian_average_with_noise (__main__.GaussianQueryTest)
test_gaussian_average_with_noise (__main__.GaussianQueryTest)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "gaussian_query_test.py", line 149, in test_gaussian_average_with_noise
    self.assertNear(result_stddev, avg_stddev, 0.1)
  File "//anaconda3/envs/tf/lib/python3.7/site-packages/tensorflow_core/python/framework/test_util.py", line 1122, in decorated
    return f(*args, **kwds)
  File "//anaconda3/envs/tf/lib/python3.7/site-packages/tensorflow_core/python/framework/test_util.py", line 2225, in assertNear
    (f1, f2, err, " (%s)" % msg if msg is not None else ""))
AssertionError: False is not true : 0.000000 != 0.500000 +/- 0.100000

======================================================================
FAIL: test_gaussian_sum_with_noise (__main__.GaussianQueryTest)
test_gaussian_sum_with_noise (__main__.GaussianQueryTest)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "gaussian_query_test.py", line 93, in test_gaussian_sum_with_noise
    self.assertNear(result_stddev, stddev, 0.1)
  File "//anaconda3/envs/tf/lib/python3.7/site-packages/tensorflow_core/python/framework/test_util.py", line 1122, in decorated
    return f(*args, **kwds)
  File "//anaconda3/envs/tf/lib/python3.7/site-packages/tensorflow_core/python/framework/test_util.py", line 2225, in assertNear
    (f1, f2, err, " (%s)" % msg if msg is not None else ""))
AssertionError: False is not true : 0.000000 != 1.000000 +/- 0.100000

----------------------------------------------------------------------
Ran 11 tests in 0.645s

FAILED (failures=2, errors=1, skipped=1)

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First steps

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  3. Fork the repository and make your change on a branch.
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Research direction

Start with gaussian_query_test.py and rerun the test file in the documented Python/TensorFlow environment. Inspect the eager-execution failure and the noise-related assertions shown in the traceback. Done means the previously failing tests pass without breaking the tests that already succeed.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, tensorflow
Domain
machine-learning, testing-qa
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
30/100

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