python  train.py \
        --mode train \
        --network unet \
        --learning_type residual \
        --task denoising \
        --opts random 30.0         

python  train.py \
        --mode train \
        --network resnet \
        --learning_type residual \
        --task denoising \
        --opts random 30.0

python  train.py \
        --mode train \
        --network unet \
        --learning_type residual \
        --task inpainting \
        --opts random 0.5

python  train.py \
        --mode train \
        --network resnet \
        --learning_type residual \
        --task inpainting \
        --opts random 0.5

python  train.py \
        --mode train \
        --network unet \
        --learning_type residual \
        --task super_resolution \
        --opts bilinear 4.0

python  train.py \
        --mode train \
        --network resnet \
        --learning_type residual \
        --task super_resolution \
        --opts bilinear 4.0

python  train.py \
        --mode train \
        --network srresnet \
        --learning_type residual \
        --task super_resolution \
        --opts bilinear 4.0 0.0