def METHOD_NAME():
    model = torchvision.models.resnet18(pretrained=False, num_classes=10)
    model.conv1 = nn.Conv2d(3,
                            64,
                            kernel_size=(3, 3),
                            stride=(1, 1),
                            padding=(1, 1),
                            bias=False)
    model.maxpool = nn.Identity()
    return model