--n_gpus 1 --encoders_path ./ICLR_checkpoints/D_small --config_diffusion ../../configs/models/UNet_normal.yaml --batch_size 128 --steps 1000 --schedule cosine --DDIM_steps 50 --epochs 1500 --warmup_epochs 100 --lr 2e-4  --use_tensorboard --load_best_acc --save_path ./ICLR_checkpoints/A_small
--n_gpus 1 --encoders_path ./ICLR_checkpoints/D_small --config_diffusion ../../configs/models/UNet_normal.yaml --batch_size 128 --steps 1000 --schedule cosine --DDIM_steps 50 --epochs 1500 --warmup_epochs 100 --lr 2e-4  --use_tensorboard --load_best_acc --save_path ./ICLR_checkpoints/B_small --finetune_M2C
--n_gpus 1 --encoders_path ./ICLR_checkpoints/D_small --config_diffusion ../../configs/models/UNet_normal.yaml --batch_size 128 --steps 1000 --schedule cosine --DDIM_steps 50 --epochs 1500 --warmup_epochs 100 --lr 2e-4  --use_tensorboard --load_best_acc --save_path ./ICLR_checkpoints/C_small --sampler_loss --sampler_loss_function BCE_loss
--n_gpus 1 --encoders_path ./ICLR_checkpoints/D_small --config_diffusion ../../configs/models/UNet_normal.yaml --batch_size 128 --steps 1000 --schedule cosine --DDIM_steps 50 --epochs 1500 --warmup_epochs 100 --lr 2e-4  --use_tensorboard --load_best_acc --save_path ./ICLR_checkpoints/D_small --finetune_M2C --sampler_lss --sampler_loss_function BCE_loss
--n_gpus 1 --encoders_path ./ICLR_checkpoints/D_large --config_diffusion ../../configs/models/UNet_normal.yaml --batch_size 128 --steps 1000 --schedule cosine --DDIM_steps 50 --epochs 1500 --warmup_epochs 100 --lr 2e-4  --use_tensorboard --load_best_acc --save_path ./ICLR_checkpoints/A_large
--n_gpus 1 --encoders_path ./ICLR_checkpoints/D_large --config_diffusion ../../configs/models/UNet_normal.yaml --batch_size 128 --steps 1000 --schedule cosine --DDIM_steps 50 --epochs 1500 --warmup_epochs 100 --lr 2e-4  --use_tensorboard --load_best_acc --save_path ./ICLR_checkpoints/B_large --finetune_M2C
--n_gpus 1 --encoders_path ./ICLR_checkpoints/D_large --config_diffusion ../../configs/models/UNet_normal.yaml --batch_size 128 --steps 1000 --schedule cosine --DDIM_steps 50 --epochs 1500 --warmup_epochs 100 --lr 2e-4  --use_tensorboard --load_best_acc --save_path ./ICLR_checkpoints/C_large --sampler_loss --sampler_loss_function BCE_loss
--n_gpus 1 --encoders_path ./ICLR_checkpoints/D_large --config_diffusion ../../configs/models/UNet_normal.yaml --batch_size 128 --steps 1000 --schedule cosine --DDIM_steps 50 --epochs 1500 --warmup_epochs 100 --lr 2e-4  --use_tensorboard --load_best_acc --save_path ./ICLR_checkpoints/D_large --finetune_M2C --sampler_loss --sampler_loss_function BCE_loss