File bifpn_head.py has 616 lines of code (exceeds 250 allowed). Consider refactoring. Open
# Copyright 2024 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License atFunction __init__ has 18 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,Function __init__ has 17 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,Function __init__ has 17 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,Function resize has a Cognitive Complexity of 15 (exceeds 5 allowed). Consider refactoring. Open
def resize(feat,
target_height,
target_width,
strategy,
training=False,- 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 15 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,Function call has a Cognitive Complexity of 14 (exceeds 5 allowed). Consider refactoring. Open
def call(self, feat, training, all_feats):
hwc_idx = (2, 3, 1) if self.data_format == 'channels_first' else (1, 2, 3)
height, width, num_channels = [feat.shape.as_list()[i] for i in hwc_idx]
if all_feats:
target_feat_shape = all_feats[self.feat_level].shape.as_list()- 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 10 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,Function call has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring. Open
def call(self, feats, training):
"""Model call function."""
for cell in self.cells:
cell_feats = cell(feats, training)
min_level = self.min_level- 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_batch_norm has 8 arguments (exceeds 4 allowed). Consider refactoring. Open
def build_batch_norm(is_training_bn: bool,Function __init__ has 8 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,Function resize has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def resize(feat,Function _pool2d has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def _pool2d(self, inputs, height, width, target_height, target_width):Avoid too many return statements within this function. Open
return tf.nn.relu6(features)Function fuse_features has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def fuse_features(self, nodes):
"""Fuses features from different resolutions and return a weighted sum.
Args:
nodes: a list of tensorflow features at different levels- 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 activation_fn has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def activation_fn(features: tf.Tensor, act_type: Text):
"""Customized non-linear activation type."""
if act_type in ('silu', 'swish'):
return tf.nn.swish(features)
elif act_type == 'swish_native':- 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, backbone_feats, training):
"""Call SegClassNet."""
seg_output = self.fnode(inputs, training)
net = seg_output[-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"