CVX2 0.0.5

Tools of CV(Computer Vision)

Usage Sample ''''''''''''

.. code:: python

    import torch
    from torch import nn
    from cvx2 import WidthBlock

    model = nn.Sequential(
        WidthBlock(c1=1, c2=32),
        nn.MaxPool2d(kernel_size=2, stride=2),
        WidthBlock(c1=32, c2=64),
        nn.MaxPool2d(kernel_size=2, stride=2),
        nn.Flatten(),
        nn.Linear(in_features=64*49, out_features=1024),
        nn.Dropout(0.2),
        nn.SiLU(inplace=True),
        nn.Linear(in_features=1024, out_features=2),
    )

    img = torch.randn(1, 1, 28, 28)
    print(model(img).shape)