(input, kernel, up=1, down=1, pad=(0, 0))

(input, kernel, up=1, down=1, pad=(0, 0))

(self, kernel, pad, upsample_factor=1)

(self, kernel, pad, upsample_factor=1)

(self, kernel, pad, upsample_factor=1)

(self, kernel, pad, upsample_factor=1)

(self, kernel, pad, upsample_factor=1)

(self, kernel, pad, upsample_factor=1)

(p, transform, prev, eye, device="cpu")

(input, kernel, up=1, down=1, pad=(0, 0))

(input, kernel, up=1, down=1, pad=(0, 0))

(model, flag=True)

(size, mean=0, std=1, device="cpu")

(model, flag=True)

(s_x, s_y)

(size, low, high, device="cpu")

(ctx, grad_output)

(ctx, grad_output)

(size, categories, device="cpu")

(multires, i=0)

()

()

(k)

(k)

(k)

(k)

(k)

(k)

(theta, device="cpu")

(s_x, s_y, device="cpu")

(t_x, t_y)

(self, size, img_channel=3, channel_multiplier=2, blur_kernel=[1, 3, 3, 1])

(self, size, img_channel=3, channel_multiplier=2, blur_kernel=[1, 3, 3, 1])

(model1, model2, decay=0.999)

(model1, model2, decay=0.999)

(self, tensor_ckpt)

(img, p, transform_matrix=(None, None), use_affine=True, use_color=True)

(a, b)

(img, landmarks)

(img, align, param, kernel_size=15)

(input, bias=None, negative_slope=0.2, scale=2 ** 0.5)

(input, bias=None, negative_slope=0.2, scale=2 ** 0.5)

(self, image, select=False)

(in_channels)

(in_channels)

(in_channels)

(in_channels)

(in_channels)

(in_channels)

()

()

(size, mean=0, std=1, device="cpu")

(img, k=0.9, iter=1)

(t_x, t_y, device="cpu")

(self, input_size, output_size, style_dim, mlp_num, channel_multiplier=2, blur_kernel=[1, 3, 3, 1])

(img, mat)

(size, p, device="cpu")

(self)

(real_pred, fake_pred)

(real_pred, fake_pred)

(real_pred, real_img)

(real_pred, real_img)

(dataset, shuffle, distributed)

(dataset, shuffle, distributed)

(self, inputs)

(depth, pix)

(img, k=1)

(fake_pred)

(fake_pred)

(image)

(image, poss=0)

(self, image)

(image, shape, max_sides=10, max_size=50)

(self, image, shape, max_sides=10, max_size=50)

(G, height, width, kernel_size)

(axis, i)

(self, device)

(img, p, G=None, antialiasing_kernel=SYM6)

(img, p, C=None)

(tensor)

(axis, theta)

(p, size, height, width, device="cpu")

(p, size)

(loader)

(loader)

(axis, i)

(s_x, s_y, s_z)

(img, k=0.9, iter=1)

()

()

(args, generator, device)

(args, generator, device)

(args, generator, device)

(args, generator, device)

(args, loader, generator, discriminator, g_ema, g_optim, d_optim, device)

(args, loader, back_generator, face_generator, image_generator, discriminator, g_ema, b_g_optim, f_g_optim, i_

(t_x, t_y, t_z)

(img, p, kernel_size, G=None)

(self, real_pred)

( input, kernel, up_x, up_y, down_x, down_y, pad_x0, pad_x1, pad_y0, pad_y1 )