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useful_code / dataset_code /sekai /preprocess /temp.sh

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	pip install torch==2.6.0 torchvision==0.21.0 torchaudio==2.6.0 --index-url https://download.pytorch.org/whl/cu124
	pip install vllm==0.8.4 qwen_vl_utils
	pip install flashinfer-python==0.2.2.post1 -i https://flashinfer.ai/whl/cu124/torch2.6
	pip install opencv-python-headless==4.11.0.86 numpy==1.26.4 video-reader-rs

	# python cut_video.py \
	# --input_folder /mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq \
	# --output_dir /mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq-386 \
	# --frames-per-segment 193 \
	# --max-workers 32 \
	# --cur-part 6 \
	# --total-part 6 \


	# python cut_video.py \
	# --input_folder /mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq \
	# --output_dir /mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq-386 \
	# --frames-per-segment 386 \
	# --max-workers 32 \
	# --cur-part 6 \
	# --total-part 6 \

	export PYTHONMULTIPROCESSING_START_METHOD=fork
	export VLLM_WORKER_MULTIPROC_METHO=spawn

	python warm_up_model.py

	CUDA_VISIBLE_DEVICES=0 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-real-walking-hq-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-real-walking-hq-386" \
	--num_workers 8 \
	--part 40 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=1 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-real-walking-hq-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-real-walking-hq-386" \
	--num_workers 8 \
	--part 41 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=2 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-real-walking-hq-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-real-walking-hq-386" \
	--num_workers 8 \
	--part 42 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=3 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-real-walking-hq-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-real-walking-hq-386" \
	--num_workers 8 \
	--part 43 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=4 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-real-walking-hq-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-real-walking-hq-386" \
	--num_workers 8 \
	--part 44 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=5 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-real-walking-hq-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-real-walking-hq-386" \
	--num_workers 8 \
	--part 45 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=6 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-real-walking-hq-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-real-walking-hq-386" \
	--num_workers 8 \
	--part 46 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=7 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-real-walking-hq-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-real-walking-hq-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-real-walking-hq-386" \
	--num_workers 8 \
	--part 47 \
	--total_part 48


	CUDA_VISIBLE_DEVICES=0 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-game-walking-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-game-walking-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-game-walking-386" \
	--num_workers 8 \
	--part 40 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=1 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-game-walking-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-game-walking-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-game-walking-386" \
	--num_workers 8 \
	--part 41 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=2 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-game-walking-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-game-walking-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-game-walking-386" \
	--num_workers 8 \
	--part 42 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=3 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-game-walking-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-game-walking-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-game-walking-386" \
	--num_workers 8 \
	--part 43 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=4 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-game-walking-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-game-walking-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-game-walking-386" \
	--num_workers 8 \
	--part 44 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=5 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-game-walking-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-game-walking-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-game-walking-386" \
	--num_workers 8 \
	--part 45 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=6 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-game-walking-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-game-walking-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-game-walking-386" \
	--num_workers 8 \
	--part 46 \
	--total_part 48 &
	sleep 20
	CUDA_VISIBLE_DEVICES=7 python get_caption.py \
	--input_csv "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/temp_input_csv/sekai-game-walking-386.csv" \
	--input_video_root "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/sekai-game-walking-386" \
	--output_csv_path "/mnt/bn/yufan-dev-my/ysh/Ckpts/Lixsp11/0_final_sekai_dataset/yamls/sekai-game-walking-386" \
	--num_workers 8 \
	--part 47 \
	--total_part 48