Function _sample_config has a Cognitive Complexity of 10 (exceeds 5 allowed). Consider refactoring.

Open

def _sample_config(config_spec,cfg_all):
    cfg = {}
    more_work = False
    for k,v in config_spec.items():
        if isinstance(v,dict):

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Function __init__ has 27 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    def __init__(self, numClasses=10):
        super().__init__()
        self.numClasses = numClasses
        self.activation = nn.LeakyReLU(0.1)
        self.conv1a = nn.Conv2d(3, 96, 3, padding=1)

Function __init__ has 27 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    def __init__(self, num_targets=10):
        super().__init__()
        self.numClasses = num_targets
        self.activation = nn.LeakyReLU(0.1)
        self.conv1a = weight_norm(nn.Conv2d(3, 128, 3, padding=1))

Function __init__ has 27 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    def __init__(self, numClasses=10):
        super().__init__()
        self.numClasses = numClasses
        self.activation = nn.LeakyReLU(0.1)
        self.conv1a = weight_norm(nn.Conv2d(3, 96, 3, padding=1))

Function __init__ has 8 arguments (exceeds 4 allowed). Consider refactoring.

Open

    def __init__(self, model, dataloaders, opt_constr=optim.Adam, lr_sched = lambda e: 1, 

Function _add_call_item_to_queue has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.

Open

def _add_call_item_to_queue(pending_work_items,
                            work_ids,
                            call_queue):
    """Fills call_queue with _WorkItems from pending_work_items.
    This function never blocks.

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Function process_user_input has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.

Open

    def process_user_input(self,executor):
        inp = maybe_get_input()
        if inp is None: return
        if inp[:4]=="halt":pass
        elif inp[:3]=="add":

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Function argupdated_config has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.

Open

def argupdated_config(cfg,parser=None, namespace=None):
    """ Uses the cfg to generate a parser spec which parses the command line arguments
        and outputs the updated config. An existing argparser can be specified."""
    # TODO: throw error for clobbered names
    flat_cfg = flatten(cfg)

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

Open

    def __init__(self, in_channels, out_channels, kernel_size, stride=1, padding=0, groups=1, bias=False):

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):

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

Open

    def __init__(self,in_channels,out_channels,ksize=3,drop_rate=0,stride=1,gn=False,**kwargs):

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

Open

def getLabLoader(trainset, lab_BS, amnt_lab=1, amnt_dev=0, dataseed=0, balanced=True,**kwargs):

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

Open

    def __init__(self, root, split='train', joint_transform=None,

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

Open

    def __init__(self, depth=22, block=Bottleneck, 

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

Open

    def __init__(self, block, layers, channels, groups=1, num_targets=1000, downsample='basic'):

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

Open

    def __init__(self, block, layers, channels, groups=1, num_targets=1000, downsample='basic'):

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

Open

    def __init__(self, *args,D=None,opt_constr=None,lr_sched=lambda e:1,

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):

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

Open

    def __init__(self,k=64,ksize=7,drop_rate=0,stride=1,gn=False,num_heads=8):

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

Open

    def __init__(self, num_targets=10, depth=28, widen_factor=10, drop_rate=0.3,in_channels=3,initial_stride=1):