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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 |