Function __init__ has 10 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self,Function _get_variable_group has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def _get_variable_group(self, var, coefficients):
if self._variables_set:
# check which groups hold which varaibles, preset.
if _var_key(var) in self._wset:
return True, False, 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 _apply has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def _apply(self, grad, var, weight_decay, momentum, lr):Avoid too many return statements within this function. Open
return False, False, TrueFunction _search has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _search(self, var, keys):
"""Search all all keys for matches. Return True on match."""
if keys is not None:
# variable group is not ignored so search for the keys.
for r in keys:- 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 _create_slots has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _create_slots(self, var_list):
"""Create a momentum variable for each variable."""
if self._momentum:
for var in var_list:
# check if trainable to support GPU EMA.- 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 _apply has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _apply(self, grad, var, weight_decay, momentum, lr):
"""Uses Pytorch Optimizer with Weight decay SGDW."""
dparams = grad
groups = []
- 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"