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research/autoaugment/wrn.py

Summary

Maintainability
A
2 hrs
Test Coverage

Function residual_block has 5 arguments (exceeds 4 allowed). Consider refactoring.
Open

def residual_block(
Severity: Minor
Found in research/autoaugment/wrn.py - About 35 mins to fix

    Function _res_add has 5 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def _res_add(in_filter, out_filter, stride, x, orig_x):
    Severity: Minor
    Found in research/autoaugment/wrn.py - About 35 mins to fix

      Identical blocks of code found in 2 locations. Consider refactoring.
      Open

        with tf.variable_scope(
      'sub_add'):  # If number of filters do not agree then zero pad them
    if in_filter != out_filter:
      orig_x = ops.avg_pool(orig_x, stride, stride)
      orig_x = ops.zero_pad(orig_x, in_filter, out_filter)
      Severity: Minor
      Found in research/autoaugment/wrn.py and 1 other location - About 50 mins to fix
      research/autoaugment/wrn.py on lines 93..95

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 36.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Identical blocks of code found in 2 locations. Consider refactoring.
      Open

        if in_filter != out_filter:
    orig_x = ops.avg_pool(orig_x, stride, stride)
    orig_x = ops.zero_pad(orig_x, in_filter, out_filter)
      Severity: Minor
      Found in research/autoaugment/wrn.py and 1 other location - About 50 mins to fix
      research/autoaugment/wrn.py on lines 69..73

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 36.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

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