On both TensorFlow version 1.11.0 and <code class="no

I think this is caused by <a class="issue-link js-issue-link" data-error-text="Failed

This issue is NOT related to score_threshold . <hr

TestFilterDetections test_mini_batch fails sometimes on some TensorFlow versions about deepcell-tf HOT 3 CLOSED

vanvalenlab commented on August 21, 2024

TestFilterDetections test_mini_batch fails sometimes on some TensorFlow versions

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Comments (3)

willgraf commented on August 21, 2024

I think this is caused by #218. However, when score_threshold is passed to the nms function, we see failures in tensorflow 1.8 only. This is likely duplicate, but will leave it for now.

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willgraf commented on August 21, 2024

It looks like the successful tests were just lucky, the PR build had failures for 1.11 and 1.12 on both 2.7 and 3.5. All tests passed for python 3.7, but perhaps that is just lucky.

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willgraf commented on August 21, 2024

This issue is NOT related to score_threshold.

TensorFlow 1.12 failure:

>       np.testing.assert_array_equal(a, b, err_msg="\n".join(msgs))
E       AssertionError: 
E       Arrays are not equal
E       
E       not equal where = (array([0]), array([0]))
E       not equal lhs = [0.9]
E       not equal rhs = [1.]
E       Mismatch: 0.167%
E       Max absolute difference: 0.10000002
E       Max relative difference: 0.10000002
E        x: array([[ 0.9, -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. ,
E               -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. ,
E               -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. ,...
E        y: array([[ 1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1.,
E               -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1.,
E               -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1.,...

TensorFlow 1.11 failure:

>       np.testing.assert_array_equal(a, b, err_msg=msg)
E       AssertionError: 
E       Arrays are not equal
E       
E       Mismatch: 0.167%
E       Max absolute difference: 0.10000002
E       Max relative difference: 0.10000002
E        x: array([[ 1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. ,
E               -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. ,
E               -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. , -1. ,...
E        y: array([[ 1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1.,
E               -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1.,
E               -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1., -1.,...

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