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research/seq_flow_lite/layers/base_layers.py

Summary

Maintainability
A
2 hrs
Test Coverage

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

  def __init__(self,
Severity: Minor
Found in research/seq_flow_lite/layers/base_layers.py - About 35 mins to fix

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

      def qrange_sigmoid(self, tensor, tf_only=False):
    if self.quantize_tensor(tf_only):
      return tf.quantization.fake_quant_with_min_max_args(tensor, 0.0, 1.0)
    return tensor
    Severity: Minor
    Found in research/seq_flow_lite/layers/base_layers.py and 1 other location - About 50 mins to fix
    research/seq_flow_lite/layers/base_layers.py on lines 114..117

    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

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

      def qrange_tanh(self, tensor, tf_only=False):
    if self.quantize_tensor(tf_only):
      return tf.quantization.fake_quant_with_min_max_args(tensor, -1.0, 1.0)
    return tensor
    Severity: Minor
    Found in research/seq_flow_lite/layers/base_layers.py and 1 other location - About 50 mins to fix
    research/seq_flow_lite/layers/base_layers.py on lines 109..112

    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

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

        return tensor.get_shape().as_list()[0] or tf.shape(tensor)[0]
    Severity: Minor
    Found in research/seq_flow_lite/layers/base_layers.py and 1 other location - About 30 mins to fix
    research/seq_flow_lite/models/transformer_uniform_attn_decoder.py on lines 329..329

    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 32.

    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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