Function _make_block_prunable has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def _make_block_prunable(
self, layer: tf_keras.layers.Layer) -> tf_keras.layers.Layer:
if isinstance(layer, tf_keras.Model):
return tf_keras.models.clone_model(
layer, input_tensors=None, clone_function=self._make_block_prunable)- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function build_model has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def build_model(self) -> tf_keras.Model:
"""Builds classification model with pruning."""
model = super(ImageClassificationTask, self).build_model()
if self.task_config.pruning is None:
return model- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"
Further reading
Function collect_prunable_layers has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def collect_prunable_layers(model):
"""Recursively collect the prunable layers in the model."""
prunable_layers = []
for layer in model.layers:
if isinstance(layer, tf_keras.Model):- Read upRead up
Cognitive Complexity
Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.
A method's cognitive complexity is based on a few simple rules:
- Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
- Code is considered more complex for each "break in the linear flow of the code"
- Code is considered more complex when "flow breaking structures are nested"