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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
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