| $ /lustre/fsw/portfolios/nvr/users/shyang/miniconda3/envs/diffusion-pipe/bin/python /lustre/fs1/portfolios/nvr/projects/nvr_elm_llm/users/shyang/FastVideo_LoRA/SCOPE/inference.py --model_dir /lustre/fs1/portfolios/nvr/projects/nvr_elm_llm/users/shyang/FastVideo_LoRA/models/SCOPE --input_image /lustre/fs1/portfolios/nvr/projects/nvr_elm_llm/users/shyang/FastVideo_LoRA/SCOPE/examples/example_0/image.png --action_path /lustre/fs1/portfolios/nvr/projects/nvr_elm_llm/users/shyang/FastVideo_LoRA/SCOPE/examples/example_0/action.parquet --prompt 'In a whimsical, toy-inspired garden, the first-person view reveals a tactical weapon aimed forward along a sunlit path. The vibrant environment includes oversized flowers, colorful building blocks, and towering structures. In the foreground, a carved wooden sign reads ROSE GARDEN, accompanied by giant puzzle pieces scattered across the ground. The surroundings are filled with fairy lights hanging from trees, creating a warm, golden glow. The garden looks like a miniature diorama, set in a charming and playful atmosphere.' --output_dir /lustre/fs1/portfolios/nvr/projects/nvr_elm_llm/users/shyang/FastVideo_LoRA/outputs/scope_fastvideo/full/runs/example_0/scope_30step --height 480 --width 832 --max_frames 81 --num_inference_steps 30 --seed 0 --fps 20 --dmd_denoising_steps 1000,757,522 --comparison_mode |
|
|
| /lustre/fsw/portfolios/nvr/users/shyang/miniconda3/envs/diffusion-pipe/lib/python3.12/site-packages/torch/cuda/__init__.py:61: FutureWarning: The pynvml package is deprecated. Please install nvidia-ml-py instead. If you did not install pynvml directly, please report this to the maintainers of the package that installed pynvml for you. |
| import pynvml |
| Loading models from: "/lustre/fs1/portfolios/nvr/projects/nvr_elm_llm/users/shyang/FastVideo_LoRA/models/SCOPE/models_t5_umt5-xxl-enc-bf16.pth" |
| Detected non-safetensors files, which may cause slower loading. It's recommended to convert it to a safetensors file. |
| Loaded model: { |
| "model_name": "wan_video_text_encoder", |
| "model_class": "diffsynth.models.wan_video_text_encoder.WanTextEncoder", |
| "extra_kwargs": null |
| } |
| Loading models from: "/lustre/fs1/portfolios/nvr/projects/nvr_elm_llm/users/shyang/FastVideo_LoRA/models/SCOPE/Wan2.2_VAE.pth" |
| Detected non-safetensors files, which may cause slower loading. It's recommended to convert it to a safetensors file. |
| Loaded model: { |
| "model_name": "wan_video_vae", |
| "model_class": "diffsynth.models.wan_video_vae.WanVideoVAE38", |
| "extra_kwargs": null |
| } |
| Using wan_video_text_encoder from "/lustre/fs1/portfolios/nvr/projects/nvr_elm_llm/users/shyang/FastVideo_LoRA/models/SCOPE/models_t5_umt5-xxl-enc-bf16.pth". |
| No wan_video_dit models available. This is not an error. |
| Using wan_video_vae from "/lustre/fs1/portfolios/nvr/projects/nvr_elm_llm/users/shyang/FastVideo_LoRA/models/SCOPE/Wan2.2_VAE.pth". |
| No wan_video_image_encoder models available. This is not an error. |
| No wan_video_motion_controller models available. This is not an error. |
| No wan_video_vace models available. This is not an error. |
| No wan_video_vap models available. This is not an error. |
| No wans2v_audio_encoder models available. This is not an error. |
| No wan_video_animate_adapter models available. This is not an error. |
|
VAE encoding: 0%| | 0/1 [00:00<?, ?it/s]
VAE encoding: 100%|ββββββββββ| 1/1 [00:02<00:00, 2.55s/it]
VAE encoding: 100%|ββββββββββ| 1/1 [00:02<00:00, 2.55s/it] |
|
0%| | 0/30 [00:00<?, ?it/s]
3%|β | 1/30 [00:01<00:40, 1.39s/it]
7%|β | 2/30 [00:02<00:30, 1.08s/it]
10%|β | 3/30 [00:03<00:26, 1.01it/s]
13%|ββ | 4/30 [00:03<00:24, 1.06it/s]
17%|ββ | 5/30 [00:04<00:22, 1.09it/s]
20%|ββ | 6/30 [00:05<00:21, 1.11it/s]
23%|βββ | 7/30 [00:06<00:20, 1.12it/s]
27%|βββ | 8/30 [00:07<00:19, 1.13it/s]
30%|βββ | 9/30 [00:08<00:18, 1.14it/s]
33%|ββββ | 10/30 [00:09<00:17, 1.14it/s]
37%|ββββ | 11/30 [00:10<00:16, 1.14it/s]
40%|ββββ | 12/30 [00:10<00:15, 1.14it/s]
43%|βββββ | 13/30 [00:11<00:14, 1.14it/s]
47%|βββββ | 14/30 [00:12<00:13, 1.14it/s]
50%|βββββ | 15/30 [00:13<00:13, 1.14it/s]
53%|ββββββ | 16/30 [00:14<00:12, 1.14it/s]
57%|ββββββ | 17/30 [00:15<00:11, 1.14it/s]
60%|ββββββ | 18/30 [00:16<00:10, 1.14it/s]
63%|βββββββ | 19/30 [00:17<00:09, 1.14it/s]
67%|βββββββ | 20/30 [00:17<00:08, 1.14it/s]
70%|βββββββ | 21/30 [00:18<00:07, 1.14it/s]
73%|ββββββββ | 22/30 [00:19<00:06, 1.14it/s]
77%|ββββββββ | 23/30 [00:20<00:06, 1.14it/s]
80%|ββββββββ | 24/30 [00:21<00:05, 1.14it/s]
83%|βββββββββ | 25/30 [00:22<00:04, 1.14it/s]
87%|βββββββββ | 26/30 [00:23<00:03, 1.14it/s]
90%|βββββββββ | 27/30 [00:24<00:02, 1.14it/s]
93%|ββββββββββ| 28/30 [00:24<00:01, 1.14it/s]
97%|ββββββββββ| 29/30 [00:25<00:00, 1.14it/s]
100%|ββββββββββ| 30/30 [00:26<00:00, 1.14it/s]
100%|ββββββββββ| 30/30 [00:26<00:00, 1.12it/s] |
|
VAE decoding: 0%| | 0/1 [00:00<?, ?it/s]
VAE decoding: 100%|ββββββββββ| 1/1 [00:02<00:00, 2.48s/it]
VAE decoding: 100%|ββββββββββ| 1/1 [00:02<00:00, 2.48s/it] |
|
Saving video: 0%| | 0/81 [00:00<?, ?it/s]
Saving video: 1%| | 1/81 [00:00<00:30, 2.62it/s]
Saving video: 85%|βββββββββ | 69/81 [00:00<00:00, 187.13it/s]
Saving video: 100%|ββββββββββ| 81/81 [00:00<00:00, 153.02it/s] |
|
|