Add test cases (#226)

* Add test cases

* Add offload script

---------
Co-authored-by: gushiqiao <gushiqiao@sensetime.com>

test_cases/run_wan_i2v.sh

+#!/bin/bash
+
+# set path and first
+lightx2v_path=
+model_path=
+
+export CUDA_VISIBLE_DEVICES=0
+
+# set environment variables
+source ${lightx2v_path}/scripts/base/base.sh
+
+python -m lightx2v.infer \
+--model_cls wan2.1 \
+--task i2v \
+--model_path $model_path \
+--config_json ${lightx2v_path}/configs/wan/wan_i2v.json \
+--prompt "Summer beach vacation style, a white cat wearing sunglasses sits on a surfboard. The fluffy-furred feline gazes directly at the camera with a relaxed expression. Blurred beach scenery forms the background featuring crystal-clear waters, distant green hills, and a blue sky dotted with white clouds. The cat assumes a naturally relaxed posture, as if savoring the sea breeze and warm sunlight. A close-up shot highlights the feline's intricate details and the refreshing atmosphere of the seaside." \
+--negative_prompt "镜头晃动，色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走" \
+--image_path ${lightx2v_path}/assets/inputs/imgs/img_0.jpg \
+--save_video_path ${lightx2v_path}/save_results/output_lightx2v_wan_i2v.mp4

test_cases/run_wan_i2v_audio.sh

+#!/bin/bash
+
+# set path and first
+lightx2v_path=
+model_path=
+
+export CUDA_VISIBLE_DEVICES=0
+
+# set environment variables
+source ${lightx2v_path}/scripts/base/base.sh
+
+export TORCH_CUDA_ARCH_LIST="9.0"
+export PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True
+
+export ENABLE_GRAPH_MODE=false
+export SENSITIVE_LAYER_DTYPE=None
+
+python -m lightx2v.infer \
+--model_cls wan2.1_audio \
+--task i2v \
+--model_path $model_path \
+--config_json ${lightx2v_path}/configs/audio_driven/wan_i2v_audio.json \
+--prompt  "The video features a old lady is saying something and knitting a sweater." \
+--negative_prompt 色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走 \
+--image_path ${lightx2v_path}/assets/inputs/audio/15.png \
+--audio_path ${lightx2v_path}/assets/inputs/audio/15.wav \
+--save_video_path ${lightx2v_path}/save_results/output_lightx2v_wan_i2v_audio.mp4

test_cases/run_wan_i2v_offload.sh

+#!/bin/bash
+
+# set path and first
+lightx2v_path=
+model_path=
+
+export CUDA_VISIBLE_DEVICES=0
+
+# set environment variables
+source ${lightx2v_path}/scripts/base/base.sh
+
+python -m lightx2v.infer \
+--model_cls wan2.1 \
+--task i2v \
+--model_path $model_path \
+--config_json ${lightx2v_path}/configs/offload/phase/wan_i2v_phase.json \
+--prompt "Summer beach vacation style, a white cat wearing sunglasses sits on a surfboard. The fluffy-furred feline gazes directly at the camera with a relaxed expression. Blurred beach scenery forms the background featuring crystal-clear waters, distant green hills, and a blue sky dotted with white clouds. The cat assumes a naturally relaxed posture, as if savoring the sea breeze and warm sunlight. A close-up shot highlights the feline's intricate details and the refreshing atmosphere of the seaside." \
+--negative_prompt "镜头晃动，色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走" \
+--image_path ${lightx2v_path}/assets/inputs/imgs/img_0.jpg \
+--save_video_path ${lightx2v_path}/save_results/output_lightx2v_wan_i2v.mp4

test_cases/run_wan_t2v.sh

+#!/bin/bash
+
+# set path and first
+lightx2v_path=
+model_path=
+
+export CUDA_VISIBLE_DEVICES=0
+
+# set environment variables
+source ${lightx2v_path}/scripts/base/base.sh
+
+python -m lightx2v.infer \
+--model_cls wan2.1 \
+--task t2v \
+--model_path $model_path \
+--config_json ${lightx2v_path}/configs/wan/wan_t2v.json \
+--prompt "Two anthropomorphic cats in comfy boxing gear and bright gloves fight intensely on a spotlighted stage." \
+--negative_prompt "镜头晃动，色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走" \
+--save_video_path ${lightx2v_path}/save_results/output_lightx2v_wan_t2v.mp4

test_cases/run_wan_t2v_dist_cfg_ulysses.sh

+#!/bin/bash
+
+# set path and first
+lightx2v_path=
+model_path=
+
+export CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7
+
+# set environment variables
+source ${lightx2v_path}/scripts/base/base.sh
+
+torchrun --nproc_per_node=8 -m lightx2v.infer \
+--model_cls wan2.1 \
+--task t2v \
+--model_path $model_path \
+--config_json ${lightx2v_path}/configs/dist_infer/wan_t2v_dist_cfg_ulysses.json \
+--prompt "Two anthropomorphic cats in comfy boxing gear and bright gloves fight intensely on a spotlighted stage." \
+--negative_prompt "镜头晃动，色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走" \
+--save_video_path ${lightx2v_path}/save_results/output_lightx2v_wan_t2v.mp4