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Added Trainer for Single-step LCM Depth Training #147

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Added Trainer for Single-step LCM Depth Training #147

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17 changes: 17 additions & 0 deletions config/train_marigold_depth_LCM.yaml
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Original file line number Diff line number Diff line change
@@ -0,0 +1,17 @@
base_config:
- config/train_marigold_depth.yaml


trainer:
name: MarigoldLCMTrainer
training_noise_scheduler:
pretrained_path: stable-diffusion-2
init_seed: 2024 # use null to train w/o seeding
save_period: 50
backup_period: 2000
validation_period: 500
visualization_period: 1000
ema_decay: 0.95 # LCM specific settings
num_ddim_timesteps: 5 # LCM specific settings
save_target: false # LCM specific settings

5 changes: 4 additions & 1 deletion src/trainer/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -31,14 +31,17 @@
from .marigold_depth_trainer import MarigoldDepthTrainer
from .marigold_iid_trainer import MarigoldIIDTrainer
from .marigold_normals_trainer import MarigoldNormalsTrainer
from .marigold_depth_LCM_trainer import MarigoldDepthLCMTrainer


trainer_cls_name_dict = {
"MarigoldDepthTrainer": MarigoldDepthTrainer,
"MarigoldIIDTrainer": MarigoldIIDTrainer,
"MarigoldNormalsTrainer": MarigoldNormalsTrainer,
"MarigoldDepthLCMTrainer": MarigoldDepthLCMTrainer

}


def get_trainer_cls(trainer_name):
return trainer_cls_name_dict[trainer_name]
return trainer_cls_name_dict[trainer_name]
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