|
|
name: vqvae_bottom |
|
|
use_tb_logger: true |
|
|
set_CUDA_VISIBLE_DEVICES: ~ |
|
|
gpu_ids: [3] |
|
|
|
|
|
|
|
|
batch_size: 4 |
|
|
num_workers: 4 |
|
|
train_img_dir: ./datasets/train_images |
|
|
test_img_dir: ./datasets/test_images |
|
|
segm_dir: ./datasets/segm |
|
|
pose_dir: ./datasets/densepose |
|
|
train_ann_file: ./datasets/texture_ann/train |
|
|
val_ann_file: ./datasets/texture_ann/val |
|
|
test_ann_file: ./datasets/texture_ann/test |
|
|
downsample_factor: 2 |
|
|
|
|
|
model_type: HierarchyVQSpatialTextureAwareModel |
|
|
|
|
|
embed_dim: 256 |
|
|
n_embed: 1024 |
|
|
codebook_spatial_size: 2 |
|
|
|
|
|
|
|
|
bot_n_embed: 512 |
|
|
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 |
|
|
|
|
|
|
|
|
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 |
|
|
|
|
|
fix_decoder: false |
|
|
|
|
|
disc_layers: 3 |
|
|
disc_weight_max: 1 |
|
|
disc_start_step: 1 |
|
|
n_channels: 3 |
|
|
ndf: 64 |
|
|
nf: 128 |
|
|
perceptual_weight: 1.0 |
|
|
|
|
|
num_segm_classes: 24 |
|
|
|
|
|
|
|
|
val_freq: 5 |
|
|
print_freq: 100 |
|
|
weight_decay: 0 |
|
|
manual_seed: 2021 |
|
|
num_epochs: 1000 |
|
|
lr: !!float 1.0e-04 |
|
|
lr_decay: step |
|
|
gamma: 1.0 |
|
|
step: 50 |
|
|
|
|
|
|
