File layers.py has 711 lines of code (exceeds 250 allowed). Consider refactoring. Open
"""
"""
# Created by Wenjie Du <wenjay.du@gmail.com>Function get_phi_psi has a Cognitive Complexity of 26 (exceeds 5 allowed). Consider refactoring. Open
def get_phi_psi(k, base):
x = Symbol("x")
phi_coeff = np.zeros((k, k))
phi_2x_coeff = np.zeros((k, k))
if base == "legendre":- 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 14 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(Function get_filter has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring. Open
def get_filter(base, k):
def psi(psi1, psi2, i, inp):
mask = (inp <= 0.5) * 1.0
return psi1[i](inp) * mask + psi2[i](inp) * (1 - 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 forward has 38 lines of code (exceeds 25 allowed). Consider refactoring. Open
def forward(
self,
q: torch.Tensor,
k: torch.Tensor,
v: torch.Tensor,Function forward has a Cognitive Complexity of 12 (exceeds 5 allowed). Consider refactoring. Open
def forward(
self,
q: torch.Tensor,
k: torch.Tensor,
v: torch.Tensor,- 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 9 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(Function __init__ has 28 lines of code (exceeds 25 allowed). Consider refactoring. Open
def __init__(
self,
in_channels,
out_channels,
seq_len_q,Function __init__ has 8 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(Function __init__ has 7 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self, k=3, alpha=64, L=0, c=1, base="legendre", initializer=None, **kwargs):Function __init__ has 7 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(Function __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self, k, alpha, c=1, nl=1, initializer=None, **kwargs):Function forward has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def forward(Function forward has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def forward(Function forward has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def forward(Function __init__ has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self, in_channels, out_channels, seq_len, modes=0, mode_select_method="random"):Function forward has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def forward(Function forward has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def forward(
self,
q: torch.Tensor,
k: torch.Tensor,
v: torch.Tensor,- 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 forward has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def forward(self, q, k, v, mask):
B, L, E, H = q.shape
xq = q.permute(0, 3, 2, 1) # size = [B, H, E, L] torch.Size([3, 8, 64, 512])
xk = k.permute(0, 3, 2, 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"