Spaces:
Runtime error
Runtime error
| name: sample_from_parsing | |
| use_tb_logger: true | |
| set_CUDA_VISIBLE_DEVICES: ~ | |
| gpu_ids: [3] | |
| # dataset configs | |
| batch_size: 4 | |
| num_workers: 4 | |
| test_img_dir: ./datasets/test_images | |
| segm_dir: ./datasets/segm | |
| pose_dir: ./datasets/densepose | |
| test_ann_file: ./datasets/texture_ann/test | |
| downsample_factor: 2 | |
| model_type: SampleFromParsingModel | |
| # network configs | |
| embed_dim: 256 | |
| n_embed: 1024 | |
| codebook_spatial_size: 2 | |
| # bottom level vqvae | |
| bot_n_embed: 512 | |
| bot_codebook_spatial_size: 2 | |
| bot_double_z: false | |
| bot_z_channels: 256 | |
| bot_resolution: 512 | |
| bot_in_channels: 3 | |
| bot_out_ch: 3 | |
| bot_ch: 128 | |
| bot_ch_mult: [1, 1, 2, 4] | |
| bot_num_res_blocks: 2 | |
| bot_attn_resolutions: [64] | |
| bot_dropout: 0.0 | |
| bot_vae_path: ./pretrained_models/vqvae_bottom.pth | |
| # top level vqgan | |
| top_double_z: false | |
| top_z_channels: 256 | |
| top_resolution: 512 | |
| top_in_channels: 3 | |
| top_out_ch: 3 | |
| top_ch: 128 | |
| top_ch_mult: [1, 1, 2, 2, 4] | |
| top_num_res_blocks: 2 | |
| top_attn_resolutions: [32] | |
| top_dropout: 0.0 | |
| top_vae_path: ./pretrained_models/vqvae_top.pth | |
| # unet configs | |
| index_pred_encoder_in_channels: 256 | |
| index_pred_fc_in_channels: 64 | |
| index_pred_fc_in_index: 4 | |
| index_pred_fc_channels: 64 | |
| index_pred_fc_num_convs: 1 | |
| index_pred_fc_concat_input: False | |
| index_pred_fc_dropout_ratio: 0.1 | |
| index_pred_fc_num_classes: 512 | |
| index_pred_fc_align_corners: False | |
| pretrained_index_network: ./pretrained_models/index_pred_net.pth | |
| # segmentation tokenization | |
| segm_double_z: false | |
| segm_z_channels: 32 | |
| segm_resolution: 512 | |
| segm_in_channels: 24 | |
| segm_out_ch: 24 | |
| segm_ch: 64 | |
| segm_ch_mult: [1, 1, 2, 2, 4] | |
| segm_num_res_blocks: 1 | |
| segm_attn_resolutions: [16] | |
| segm_dropout: 0.0 | |
| segm_num_segm_classes: 24 | |
| segm_n_embed: 1024 | |
| segm_embed_dim: 32 | |
| segm_token_path: ./pretrained_models/parsing_token.pth | |
| # sampler configs | |
| codebook_size: 18432 | |
| segm_codebook_size: 1024 | |
| texture_codebook_size: 18 | |
| bert_n_emb: 512 | |
| bert_n_layers: 24 | |
| bert_n_head: 8 | |
| block_size: 512 # 32 x 16 | |
| latent_shape: [32, 16] | |
| embd_pdrop: 0.0 | |
| resid_pdrop: 0.0 | |
| attn_pdrop: 0.0 | |
| num_head: 18 | |
| pretrained_sampler: ./pretrained_models/sampler.pth | |
| manual_seed: 2021 | |
| sample_steps: 256 | |