official/vision/modeling/backbones/mobiledet.py
File mobiledet.py
has 472 lines of code (exceeds 250 allowed). Consider refactoring. Open
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# 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 at
Function __init__
has 15 arguments (exceeds 4 allowed). Consider refactoring. Open
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def __init__(
Function _mobiledet_base
has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring. Open
Open
def _mobiledet_base(self,
inputs: tf.Tensor
) -> Tuple[tf.Tensor, Dict[str, tf.Tensor], int]:
"""Builds the base MobileDet architecture.
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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 block_spec_decoder
has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
Open
def block_spec_decoder(
specs: Dict[Any, Any],
filter_size_scale: float,
divisible_by: int = 8) -> List[BlockSpec]:
"""Decodes specs for a block.
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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"