Showing 11,634 of 11,634 total issues
Function build
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def build(self, input_shape):
if self._use_projection:
self._shortcut = tf_keras.layers.Conv3D(
filters=self._filters,
kernel_size=1,
- 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 __init__
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def __init__(
self,
model_id: int,
input_specs: layers = layers.InputSpec(shape=[None, None, None, None, 3]),
pool_size: Sequence[int] = (2, 2, 2),
- 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 6 (exceeds 5 allowed). Consider refactoring. Open
def build_model(self):
model = super(QuantizedModelQATask, self).build_model()
# pylint: disable=protected-access
encoder_network = model._network
# pylint: enable=protected-access
- 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
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def build(self, input_shape: Sequence[tf.TensorShape]):
"""Creates the variables of the segmentation head."""
# When input_shape is a list/tuple, the first corresponds to backbone
# features used for resizing the decoder features (the second) if feature
# fusion type is `deeplabv3plus`.
- 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 __init__
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def __init__(self,
in_filters,
out_filters,
expand_ratio,
strides,
- 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_qat_segmentation_model
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def build_qat_segmentation_model(
model: tf_keras.Model, quantization: common.Quantization,
input_specs: tf_keras.layers.InputSpec) -> tf_keras.Model:
"""Applies quantization aware training for segmentation 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 call
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def call(self, inputs):
word_embeddings = None
if isinstance(inputs, dict):
word_ids = inputs.get('input_word_ids') # input_ids
mask = inputs.get('input_mask') # attention_mask
- 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 test
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def test(self, output: runner.Output) -> bool:
"""Tests `output` to see if it contains a new best metric value.
If `output` does contain a new best metric value, this method does *not*
save it (i.e., calling this method multiple times in a row with the same
- 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
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def build(self, input_shape):
height = input_shape[1]
width = input_shape[2]
channels = input_shape[3]
- 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 call
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def call(
self,
inputs: tf.Tensor,
training: Optional[Union[bool, tf.Tensor]] = None) -> tf.Tensor:
"""Run the BottleneckBlockQuantized logics."""
- 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 pooling_2d
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def pooling_2d(inputs, pool_type, stride, **kwargs):
"""Perform 2D pooling."""
if stride > 1:
if pool_type == 'max':
pool_op = tf_keras.layers.MaxPool2D
- 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
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def build(self, input_shape):
if isinstance(input_shape, tf.TensorShape):
input_tensor_shape = input_shape
elif isinstance(input_shape, (list, tuple)):
input_tensor_shape = tf.TensorShape(input_shape[0])
- 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 call
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def call(
self,
inputs: tf.Tensor,
training: Optional[Union[bool, tf.Tensor]] = None) -> tf.Tensor:
"""Run the BottleneckBlockQuantized logics."""
- 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 maybe_reshape_to_2d
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def maybe_reshape_to_2d(x, height=None):
"""Reshape tensor to 2d if not already 2d."""
if x.shape.rank == 3:
_, length, num_channel = x.shape.as_list()
if height is None:
- 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"