layout2image_multi_lora/train.sh

nohup accelerate launch train_lora.py \
    --pretrained_model_name_or_path="CompVis/stable-diffusion-v1-4"  \
    --resolution=512  \
    --learning_rate=1e-5  \
    --train_batch_size=32 \
    --gradient_accumulation_steps=1 \
    --report_to=wandb \
    --train_data_dir="/home/shuhan/blobdata_sd/AURA/dataset/" \
    --train_data_prompt="/home/shuhan/blobdata_sd/AURA/dataset/json-layout2image/train_prompt_layout2image_multi.json" \
    --validation_steps=10 \
    --max_train_steps=10000 \
    --validation_prompt "Normal." \
    "mild Effusion on left lower lung." \
    "mild Atelectasis on right lower lung, mild Effusion on left lower lung, mild Fibrosis on left lower lung, mild Fracture on right lung, mild Pleural Thickening on right lower lung." \
    "severe Atelectasis on right lung, severe Consolidation on biliteral lung, mild Effusion on biliteral lung, severe Fibrosis on left lung."


nohup accelerate launch train_lora.py \
    --pretrained_model_name_or_path="CompVis/stable-diffusion-v1-4"  \
    --resolution=512  \
    --learning_rate=1e-5  \
    --train_batch_size=32 \
    --gradient_accumulation_steps=1 \
    --report_to=wandb \
    --train_data_dir="/home/shuhan/blobdata_sd/MIMIC" \
    --train_data_prompt="/home/shuhan/blobdata_sd/MIMIC/MIMIC_train_PA_impression.json" \
    --validation_steps=10 \
    --max_train_steps=10000 \
    --validation_prompt "Enlarged pleural effusion" \
    "Enlarged cardiac silhouette" \
    "Right upper lobe airspace opacities"