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version=$1 ##1024, 512, 256
seed=123
name=dynamicrafter_$1_seed${seed}
ckpt=checkpoints/dynamicrafter_$1_v1/model.ckpt
config=configs/inference_$1_v1.0.yaml
prompt_dir=prompts/$1/
res_dir="results"
if [ "$1" == "256" ]; then
H=256
FS=3 ## This model adopts frame stride=3, range recommended: 1-6 (larger value -> larger motion)
elif [ "$1" == "512" ]; then
H=320
FS=24 ## This model adopts FPS=24, range recommended: 15-30 (smaller value -> larger motion)
elif [ "$1" == "1024" ]; then
H=576
FS=10 ## This model adopts FPS=10, range recommended: 15-5 (smaller value -> larger motion)
else
echo "Invalid input. Please enter 256, 512, or 1024."
exit 1
fi
if [ "$1" == "256" ]; then
CUDA_VISIBLE_DEVICES=2 python3 scripts/evaluation/inference.py \
--seed ${seed} \
--ckpt_path $ckpt \
--config $config \
--savedir $res_dir/$name \
--n_samples 1 \
--bs 1 --height ${H} --width $1 \
--unconditional_guidance_scale 7.5 \
--ddim_steps 50 \
--ddim_eta 1.0 \
--prompt_dir $prompt_dir \
--text_input \
--video_length 16 \
--frame_stride ${FS}
else
CUDA_VISIBLE_DEVICES=2 python3 scripts/evaluation/inference.py \
--seed ${seed} \
--ckpt_path $ckpt \
--config $config \
--savedir $res_dir/$name \
--n_samples 1 \
--bs 1 --height ${H} --width $1 \
--unconditional_guidance_scale 7.5 \
--ddim_steps 50 \
--ddim_eta 1.0 \
--prompt_dir $prompt_dir \
--text_input \
--video_length 16 \
--frame_stride ${FS} \
--timestep_spacing 'uniform_trailing' --guidance_rescale 0.7 --perframe_ae
fi
## multi-cond CFG: the <unconditional_guidance_scale> is s_txt, <cfg_img> is s_img
#--multiple_cond_cfg --cfg_img 7.5
#--loop |