import torch STYLEGAN2_ADA_CONV_WEIGHT_WITHOUT_BIAS_SHAPES = { "b4.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 0}, "b4.torgb.weight": {"shape": torch.Size([3, 512, 1, 1]), "w_idx": 1}, "b8.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 2}, "b8.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 3}, "b8.torgb.weight": {"shape": torch.Size([3, 512, 1, 1]), "w_idx": 3}, "b16.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 4}, "b16.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 5}, "b16.torgb.weight": {"shape": torch.Size([3, 512, 1, 1]), "w_idx": 5}, "b32.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 6}, "b32.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 7}, "b32.torgb.weight": {"shape": torch.Size([3, 512, 1, 1]), "w_idx": 7}, "b64.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 8}, "b64.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 9}, "b64.torgb.weight": {"shape": torch.Size([3, 512, 1, 1]), "w_idx": 9}, "b128.conv0.weight": {"shape": torch.Size([256, 512, 3, 3]), "w_idx": 10}, "b128.conv1.weight": {"shape": torch.Size([256, 256, 3, 3]), "w_idx": 11}, "b128.torgb.weight": {"shape": torch.Size([3, 256, 1, 1]), "w_idx": 11}, "b256.conv0.weight": {"shape": torch.Size([128, 256, 3, 3]), "w_idx": 12}, "b256.conv1.weight": {"shape": torch.Size([128, 128, 3, 3]), "w_idx": 13}, "b256.torgb.weight": {"shape": torch.Size([3, 128, 1, 1]), "w_idx": 13}, "b512.conv0.weight": {"shape": torch.Size([64, 128, 3, 3]), "w_idx": 14}, "b512.conv1.weight": {"shape": torch.Size([64, 64, 3, 3]), "w_idx": 15}, "b512.torgb.weight": {"shape": torch.Size([3, 64, 1, 1]), "w_idx": 15}, "b1024.conv0.weight": {"shape": torch.Size([32, 64, 3, 3]), "w_idx": 16}, "b1024.conv1.weight": {"shape": torch.Size([32, 32, 3, 3]), "w_idx": 17}, "b1024.torgb.weight": {"shape": torch.Size([3, 32, 1, 1]), "w_idx": 17}, } STYLEGAN2_ADA_CONV_WEIGHT_WITHOUT_BIAS_WITHOUT_TO_RGB_SHAPES = { "b4.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 0}, "b8.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 2}, "b8.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 3}, "b16.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 4}, "b16.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 5}, "b32.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 6}, "b32.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 7}, "b64.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 8}, "b64.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 9}, "b128.conv0.weight": {"shape": torch.Size([256, 512, 3, 3]), "w_idx": 10}, "b128.conv1.weight": {"shape": torch.Size([256, 256, 3, 3]), "w_idx": 11}, "b256.conv0.weight": {"shape": torch.Size([128, 256, 3, 3]), "w_idx": 12}, "b256.conv1.weight": {"shape": torch.Size([128, 128, 3, 3]), "w_idx": 13}, "b512.conv0.weight": {"shape": torch.Size([64, 128, 3, 3]), "w_idx": 14}, "b512.conv1.weight": {"shape": torch.Size([64, 64, 3, 3]), "w_idx": 15}, "b1024.conv0.weight": {"shape": torch.Size([32, 64, 3, 3]), "w_idx": 16}, "b1024.conv1.weight": {"shape": torch.Size([32, 32, 3, 3]), "w_idx": 17}, } STYLEGAN2_ADA_ALL_WEIGHT_WITHOUT_BIAS_SHAPES = { "b4.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 0}, "b4.torgb.weight": {"shape": torch.Size([3, 512, 1, 1]), "w_idx": 1}, "b8.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 2}, "b8.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 3}, "b8.torgb.weight": {"shape": torch.Size([3, 512, 1, 1]), "w_idx": 3}, "b16.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 4}, "b16.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 5}, "b16.torgb.weight": {"shape": torch.Size([3, 512, 1, 1]), "w_idx": 5}, "b32.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 6}, "b32.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 7}, "b32.torgb.weight": {"shape": torch.Size([3, 512, 1, 1]), "w_idx": 7}, "b64.conv0.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 8}, "b64.conv1.weight": {"shape": torch.Size([512, 512, 3, 3]), "w_idx": 9}, "b64.torgb.weight": {"shape": torch.Size([3, 512, 1, 1]), "w_idx": 9}, "b128.conv0.weight": {"shape": torch.Size([256, 512, 3, 3]), "w_idx": 10}, "b128.conv1.weight": {"shape": torch.Size([256, 256, 3, 3]), "w_idx": 11}, "b128.torgb.weight": {"shape": torch.Size([3, 256, 1, 1]), "w_idx": 11}, "b256.conv0.weight": {"shape": torch.Size([128, 256, 3, 3]), "w_idx": 12}, "b256.conv1.weight": {"shape": torch.Size([128, 128, 3, 3]), "w_idx": 13}, "b256.torgb.weight": {"shape": torch.Size([3, 128, 1, 1]), "w_idx": 13}, "b512.conv0.weight": {"shape": torch.Size([64, 128, 3, 3]), "w_idx": 14}, "b512.conv1.weight": {"shape": torch.Size([64, 64, 3, 3]), "w_idx": 15}, "b512.torgb.weight": {"shape": torch.Size([3, 64, 1, 1]), "w_idx": 15}, "b1024.conv0.weight": {"shape": torch.Size([32, 64, 3, 3]), "w_idx": 16}, "b1024.conv1.weight": {"shape": torch.Size([32, 32, 3, 3]), "w_idx": 17}, "b1024.torgb.weight": {"shape": torch.Size([3, 32, 1, 1]), "w_idx": 17}, # affine "b4.conv1.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 0}, "b4.torgb.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 1}, "b8.conv0.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 2}, "b8.conv1.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 3}, "b8.torgb.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 3}, "b16.conv0.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 4}, "b16.conv1.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 5}, "b16.torgb.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 5}, "b32.conv0.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 6}, "b32.conv1.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 7}, "b32.torgb.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 7}, "b64.conv0.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 8}, "b64.conv1.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 9}, "b64.torgb.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 9}, "b128.conv0.affine.weight": {"shape": torch.Size([512, 512]), "w_idx": 10}, "b128.conv1.affine.weight": {"shape": torch.Size([256, 512]), "w_idx": 11}, "b128.torgb.affine.weight": {"shape": torch.Size([256, 512]), "w_idx": 11}, "b256.conv0.affine.weight": {"shape": torch.Size([256, 512]), "w_idx": 12}, "b256.conv1.affine.weight": {"shape": torch.Size([128, 512]), "w_idx": 13}, "b256.torgb.affine.weight": {"shape": torch.Size([128, 512]), "w_idx": 13}, "b512.conv0.affine.weight": {"shape": torch.Size([128, 512]), "w_idx": 14}, "b512.conv1.affine.weight": {"shape": torch.Size([64, 512]), "w_idx": 15}, "b512.torgb.affine.weight": {"shape": torch.Size([64, 512]), "w_idx": 15}, "b1024.conv0.affine.weight": {"shape": torch.Size([64, 512]), "w_idx": 16}, "b1024.conv1.affine.weight": {"shape": torch.Size([32, 512]), "w_idx": 17}, "b1024.torgb.affine.weight": {"shape": torch.Size([32, 512]), "w_idx": 17}, }