Sign upLogin

toodef/neural-pipeline

View on GitHub
Star
neural_pipeline/builtin/models/albunet.py

Summary

Maintainability
A
30 mins
Test Coverage

Avoid too many return statements within this function.
Open

            return encoder.layer4
Severity: Major
Found in neural_pipeline/builtin/models/albunet.py - About 30 mins to fix

    Line too long (105 > 79 characters)
    Open

    This model can be constructed with 'resnet18', 'resnet34', 'resnet50', 'resnet101', 'resnet152' encoders.
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (111 > 79 characters)
    Open

            self.encoder_stages = nn.ModuleList([self.get_encoder(base_model, idx) for idx in range(len(filters))])
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (98 > 79 characters)
    Open

        return AlbUNet(model, classes_num, weights_url=model_urls['resnet34'] if pretrained else None)
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (106 > 79 characters)
    Open

            self.bottlenecks = nn.ModuleList([self.bottleneck_type(f * 2, f) for f in reversed(filters[:-1])])
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (84 > 79 characters)
    Open

        :param pretrained: If True, returns a model with encoder pre-trained on ImageNet
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (84 > 79 characters)
    Open

        :param pretrained: If True, returns a model with encoder pre-trained on ImageNet
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (103 > 79 characters)
    Open

                pretrained_weights = {k: v for k, v in pretrained_weights.items() if k in model_state_dict}
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (98 > 79 characters)
    Open

        return AlbUNet(model, classes_num, weights_url=model_urls['resnet50'] if pretrained else None)
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (99 > 79 characters)
    Open

        return AlbUNet(model, classes_num, weights_url=model_urls['resnet152'] if pretrained else None)
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (113 > 79 characters)
    Open

    This module created AlbUNet: U-Net with ResNet encoder. This model writed by Alexander Buslaev and spoiled by me.
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (84 > 79 characters)
    Open

        :param pretrained: If True, returns a model with encoder pre-trained on ImageNet
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (95 > 79 characters)
    Open

        def __init__(self, base_model: torch.nn.Module, num_classes: int, weights_url: str = None):
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (97 > 79 characters)
    Open

            # initial ideas are U-Net and LinkNet. see papers or blogposts for additional information
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (99 > 79 characters)
    Open

        return AlbUNet(model, classes_num, weights_url=model_urls['resnet101'] if pretrained else None)
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (111 > 79 characters)
    Open

            self.decoder_stages = nn.ModuleList([self.get_decoder(filters, idx) for idx in range(1, len(filters))])
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (83 > 79 characters)
    Open

            self.conv1 = nn.Conv2d(in_channels, 64, kernel_size=7, stride=2, padding=3,
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (98 > 79 characters)
    Open

        return AlbUNet(model, classes_num, weights_url=model_urls['resnet18'] if pretrained else None)
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (84 > 79 characters)
    Open

        :param pretrained: If True, returns a model with encoder pre-trained on ImageNet
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    Line too long (84 > 79 characters)
    Open

        :param pretrained: If True, returns a model with encoder pre-trained on ImageNet
    Severity: Minor
    Found in neural_pipeline/builtin/models/albunet.py by pep8

    Limit all lines to a maximum of 79 characters.

    There are still many devices around that are limited to 80 character
lines; plus, limiting windows to 80 characters makes it possible to
have several windows side-by-side.  The default wrapping on such
devices looks ugly.  Therefore, please limit all lines to a maximum
of 79 characters. For flowing long blocks of text (docstrings or
comments), limiting the length to 72 characters is recommended.

Reports error E501.

    There are no issues that match your filters.

    Category
    Status