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common: | |
name: sp2pII-phase4 | |
model: style_based_pix2pixII | |
gpu_ids: | |
- 0 | |
dataset: | |
batch_size: 8 | |
crop_size: 512 | |
drop_last: true | |
load_size: 512 | |
preprocess: | |
- resize | |
unpaired_trainA_folder: "/share/group_machongyang/project/hand_drawn/data/dataset/0909/trainPA/" # source domain folder path(FFHQ) | |
unpaired_trainB_folder: "/share/group_machongyang/project/hand_drawn/data/dataset/0909/trainPA/" # source domain folder path(AAHQ) | |
model: | |
ngf: 64 | |
testing: | |
crop_size: 512 | |
image_format: png | |
load_size: 512 | |
num_test: 100000 | |
preprocess: | |
- resize | |
results_dir: ./results/sp2pII | |
visual_names: | |
- fake_B | |
which_epoch: latest | |
training: | |
beta1: 0.9 | |
epoch_as_iter: true | |
lambda_Feat: 4.0 | |
lambda_GAN: 1.0 | |
lambda_L1: 1.0 | |
lambda_ST: 0.5 | |
lambda_CLIP: 1.0 # 这个参数需要调整 | |
lambda_PROJ: 100.0 # 这个参数需要调整(仅使用image prompt情况) | |
ema: 0.99 # 1-1/n | |
text_prompt: "not existed" | |
image_prompt: "" # 如果这个文件存在就用image prompt, 否则用text prompt | |
lr: 0.0002 # 这个参数需要调整, 大概1e-5 ~ 2e-4之间 | |
lr_policy: linear | |
n_epochs: 200 # 这个一般500 iter就够了 | |
n_epochs_decay: 10 | |
phase: 4 | |
pretrained_model: pretrained_models/phase3_pretrain_10000.pth | |
print_freq: 50 | |
save_epoch_freq: 200 | |
style_mixing_prob: 0.5 | |