Sign upLogin

mfinzi/pristine-ml

View on GitHub
Star
oil/architectures/parts/deconv.py

Summary

Maintainability
C
1 day
Test Coverage

Function forward has a Cognitive Complexity of 26 (exceeds 5 allowed). Consider refactoring.
Open

    def forward(self, x):
        x_shape = x.shape
        if len(x.shape)==2:
            x=x.view(x.shape[0],x.shape[1],1,1)
        if len(x.shape)==3:
Severity: Minor
Found in oil/architectures/parts/deconv.py - About 3 hrs to fix

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 forward has a Cognitive Complexity of 19 (exceeds 5 allowed). Consider refactoring.
Open

    def forward(self, x):

        N,C,H,W=x.shape
        out_h=(H+2*self.padding[0]-self.kernel_size[0]+1)//self.stride[0]
        out_w=(W+2*self.padding[0]-self.kernel_size[0]+1)//self.stride[1]
Severity: Minor
Found in oil/architectures/parts/deconv.py - About 2 hrs to fix

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 13 arguments (exceeds 4 allowed). Consider refactoring.
Open

    def __init__(self, in_channels, out_channels, kernel_size, stride=1, padding=0, dilation=1,bias=True, eps=1e-2, n_iter=5, momentum=0.1, mode=4, num_groups=16,debug=False):
Severity: Major
Found in oil/architectures/parts/deconv.py - About 1 hr to fix

    Function __init__ has 12 arguments (exceeds 4 allowed). Consider refactoring.
    Open

        def __init__(self, in_channels, out_channels, kernel_size, stride=1, padding=0, dilation=1,bias=True, eps=1e-2, n_iter=5, momentum=0.1, num_groups=16,sampling_stride=3):
    Severity: Major
    Found in oil/architectures/parts/deconv.py - About 1 hr to fix

      Function __init__ has 7 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(self, in_channels, out_channels, kernel_size, stride=1, padding=0, dilation=1,bias=False):
      Severity: Major
      Found in oil/architectures/parts/deconv.py - About 50 mins to fix

        Function __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def __init__(self,  num_groups, eps=1e-2,n_iter=5,momentum=0.1,sampling_stride=3,debug=False):
        Severity: Minor
        Found in oil/architectures/parts/deconv.py - About 45 mins to fix

          Function __init__ has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring.
          Open

              def __init__(self, in_channels, out_channels, kernel_size, stride=1, padding=0, dilation=1,bias=True, eps=1e-2, n_iter=5, momentum=0.1, mode=4, num_groups=16,debug=False):
        # mode 1: remove channel correlation then pixel correlation
        # mode 2: only remove pixel correlation
        # mode 3: only channel correlation
        # mode 4: remove channel correlation and pixel correlation together
          Severity: Minor
          Found in oil/architectures/parts/deconv.py - About 35 mins to fix

          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

          There are no issues that match your filters.

          Category
          Status