app.pyの解像度設定をVACEモデルに基づいて更新し、サポートされる解像度のリストを整理しました。また、README.mdにアプリケーションの起動時のログを追加し、各種アセットのダウンロード速度を改善しました。エラーハンドリングを強化し、画像生成時のサイズパラメータを動的に設定できるようにしました。

app.py

@@ -186,52 +186,15 @@ with gr.Blocks() as demo:
                     orig_width, orig_height = ref.size
                     aspect_ratio = orig_width / orig_height
                     
-                    # Supported resolutions for T2I (VACE) model
-                    # Width/Height range: 512-1440px, Max pixels: 2,000,000
-                    # Generate common aspect ratios within constraints
-                    supported_resolutions = []
-                    
-                    # Common aspect ratios
-                    aspect_ratios = [
-                        (1, 1),    # Square
-                        (4, 3),    # Standard
-                        (3, 4),    # Portrait standard
-                        (16, 9),   # Widescreen
-                        (9, 16),   # Portrait widescreen
-                        (3, 2),    # Classic
-                        (2, 3),    # Portrait classic
+                    # Supported resolutions for VACE model based on generate.py
+                    supported_resolutions = [
+                        (1024, 1024),  # 1:1 Square
+                        (832, 480),    # 16:9 (approx) landscape  
+                        (480, 832),    # 9:16 (approx) portrait
+                        (1280, 720),   # 16:9 HD landscape
+                        (720, 1280),   # 9:16 HD portrait
                     ]
                     
-                    # Generate resolutions for each aspect ratio
-                    for ar_w, ar_h in aspect_ratios:
-                        # Calculate dimensions that fit within constraints
-                        for base_size in [512, 640, 768, 896, 1024, 1152, 1280]:
-                            width = base_size
-                            height = int(base_size * ar_h / ar_w)
-                            
-                            # Check constraints
-                            if (512 <= width <= 1440 and 
-                                512 <= height <= 1440 and 
-                                width * height <= 2000000):
-                                supported_resolutions.append((width, height))
-                            
-                            # Also try with height as base
-                            height = base_size
-                            width = int(base_size * ar_w / ar_h)
-                            
-                            if (512 <= width <= 1440 and 
-                                512 <= height <= 1440 and 
-                                width * height <= 2000000):
-                                supported_resolutions.append((width, height))
-                    
-                    # Remove duplicates and sort by total pixels
-                    supported_resolutions = list(set(supported_resolutions))
-                    supported_resolutions.sort(key=lambda x: x[0] * x[1])
-                    
-                    # If no suitable resolution found, use default
-                    if not supported_resolutions:
-                        supported_resolutions = [(1024, 1024)]  # Default
-                    
                     # Find best matching resolution based on aspect ratio
                     best_resolution = min(supported_resolutions, 
                                          key=lambda res: abs((res[0]/res[1]) - aspect_ratio))

エラーログ.md

@@ -1,3 +1,4 @@
+===== Application Startup at 2025-06-21 07:21:18 =====
 
 Initializing Wan2.1 VACE environment...
 Cloning Wan2.1 repository...
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-models_t5_umt5-xxl-enc-bf16.pth:   7%|▋         | 786M/11.4G [00:03<00:34, 302MB/s] 
-models_t5_umt5-xxl-enc-bf16.pth:  17%|█▋        | 1.92G/11.4G [00:04<00:15, 612MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  26%|██▋       | 3.01G/11.4G [00:05<00:10, 776MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  36%|███▌      | 4.06G/11.4G [00:06<00:08, 864MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  45%|████▍     | 5.11G/11.4G [00:07<00:06, 921MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  54%|█████▎    | 6.10G/11.4G [00:08<00:05, 942MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  63%|██���███▎   | 7.20G/11.4G [00:09<00:04, 989MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  72%|███████▏  | 8.20G/11.4G [00:10<00:03, 966MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  81%|████████  | 9.20G/11.4G [00:11<00:02, 975MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  90%|████████▉ | 10.2G/11.4G [00:12<00:01, 952MB/s]
-models_t5_umt5-xxl-enc-bf16.pth: 100%|█████████▉| 11.4G/11.4G [00:13<00:00, 839MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:   0%|          | 41.9M/11.4G [00:01<05:07, 36.8MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:   6%|▌         | 703M/11.4G [00:02<00:28, 374MB/s]  
+models_t5_umt5-xxl-enc-bf16.pth:  15%|█▌        | 1.75G/11.4G [00:03<00:14, 665MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  25%|██▌       | 2.84G/11.4G [00:04<00:10, 827MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  34%|███▍      | 3.86G/11.4G [00:05<00:08, 885MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  43%|████▎     | 4.90G/11.4G [00:06<00:06, 935MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  52%|█████▏    | 5.90G/11.4G [00:07<00:05, 956MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  62%|██████▏   | 7.00G/11.4G [00:08<00:04, 1.00GB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  71%|███████   | 8.01G/11.4G [00:09<00:03, 972MB/s] 
+models_t5_umt5-xxl-enc-bf16.pth:  79%|███████▉  | 8.99G/11.4G [00:10<00:02, 950MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  88%|████████▊ | 9.95G/11.4G [00:11<00:01, 937MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  99%|█████████▊| 11.2G/11.4G [00:12<00:00, 1.03GB/s]
+models_t5_umt5-xxl-enc-bf16.pth: 100%|█████████▉| 11.4G/11.4G [00:12<00:00, 891MB/s] 
 Download complete. Moving file to Wan2.1-FLF2V-14B-720P/models_t5_umt5-xxl-enc-bf16.pth
 Downloading 'xlm-roberta-large/sentencepiece.bpe.model' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/xlm-roberta-large/TXm7Ys-HnGKK11f8pj82ppdReFk=.cfc8146abe2a0488e9e2a0c56de7952f7c11ab059eca145a0a727afce0db2865.incomplete'
 
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+sentencepiece.bpe.model: 100%|██████████| 5.07M/5.07M [00:00<00:00, 272MB/s]
 Download complete. Moving file to Wan2.1-FLF2V-14B-720P/xlm-roberta-large/sentencepiece.bpe.model
 Downloading 'xlm-roberta-large/special_tokens_map.json' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/xlm-roberta-large/ahkChHUJFxEmOdq5GDFEmerRzCY=.d5698132694f4f1bcff08fa7d937b1701812598e.incomplete'
 
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+special_tokens_map.json: 100%|██████████| 280/280 [00:00<00:00, 2.82MB/s]
 Download complete. Moving file to Wan2.1-FLF2V-14B-720P/xlm-roberta-large/special_tokens_map.json
 Downloading 'xlm-roberta-large/tokenizer.json' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/xlm-roberta-large/HgM_lKo9sdSCfRtVg7MMFS7EKqo=.62c24cdc13d4c9952d63718d6c9fa4c287974249e16b7ade6d5a85e7bbb75626.incomplete'
 
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+tokenizer.json: 100%|██████████| 17.1M/17.1M [00:00<00:00, 133MB/s]
 Download complete. Moving file to Wan2.1-FLF2V-14B-720P/xlm-roberta-large/tokenizer.json
 Downloading 'xlm-roberta-large/tokenizer_config.json' to 'Wan2.1-FLF2V-14B-720P/.cache/huggingface/download/xlm-roberta-large/vzaExXFZNBay89bvlQv-ZcI6BTg=.6de1940d16d38be9877bf7cc228c9377841b311f.incomplete'
 
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 Download complete. Moving file to Wan2.1-FLF2V-14B-720P/xlm-roberta-large/tokenizer_config.json
 /home/user/app/Wan2.1-FLF2V-14B-720P
 Successfully downloaded Wan-AI/Wan2.1-FLF2V-14B-720P
@@ -382,92 +381,71 @@ INFO:     Waiting for application startup.
 INFO:     Application startup complete.
 INFO:     Uvicorn running on http://0.0.0.0:7860 (Press CTRL+C to quit)
 Invalid port: '7861config'
-INFO:     127.0.0.1:49800 - "GET /config HTTP/1.1" 200 OK
+INFO:     127.0.0.1:55010 - "GET /config HTTP/1.1" 200 OK
 Invalid port: '7861gradio_apiinfo'
-INFO:     127.0.0.1:49808 - "GET /gradio_api/info HTTP/1.1" 200 OK
-INFO:     10.16.1.188:16727 - "GET /?logs=container&__theme=system HTTP/1.1" 200 OK
+INFO:     127.0.0.1:55016 - "GET /gradio_api/info HTTP/1.1" 200 OK
+INFO:     10.16.17.21:22166 - "GET /?logs=container&__theme=system HTTP/1.1" 200 OK
 Invalid port: '7861theme.css'
-INFO:     10.16.14.254:26972 - "GET /theme.css?v=63194d3741d384f9f85db890247b6c0ef9e7abac0f297f40a15c59fe4baba916 HTTP/1.1" 200 OK
-Invalid port: '7861sveltesvelte.js'
-INFO:     10.16.14.254:26972 - "GET /svelte/svelte.js HTTP/1.1" 200 OK
+INFO:     10.16.17.21:22166 - "GET /theme.css?v=63194d3741d384f9f85db890247b6c0ef9e7abac0f297f40a15c59fe4baba916 HTTP/1.1" 200 OK
 Invalid port: '7861sveltesvelte-submodules.js'
-INFO:     10.16.17.21:36989 - "GET /svelte/svelte-submodules.js HTTP/1.1" 200 OK
 Invalid port: '7861staticfontsui-sans-serifui-sans-serif-Regular.woff2'
-INFO:     10.16.17.21:30534 - "GET /static/fonts/ui-sans-serif/ui-sans-serif-Regular.woff2 HTTP/1.1" 404 Not Found
+Invalid port: '7861sveltesvelte.js'
+INFO:     10.16.17.10:41605 - "GET /static/fonts/ui-sans-serif/ui-sans-serif-Regular.woff2 HTTP/1.1" 404 Not Found
+INFO:     10.16.17.21:22166 - "GET /svelte/svelte-submodules.js HTTP/1.1" 200 OK
+INFO:     10.16.32.173:7838 - "GET /svelte/svelte.js HTTP/1.1" 200 OK
 Invalid port: '7861staticfontssystem-uisystem-ui-Regular.woff2'
-INFO:     10.16.1.188:16727 - "GET /static/fonts/system-ui/system-ui-Regular.woff2 HTTP/1.1" 404 Not Found
+INFO:     10.16.14.254:36002 - "GET /static/fonts/system-ui/system-ui-Regular.woff2 HTTP/1.1" 404 Not Found
 Invalid port: '7861config'
-INFO:     10.16.14.254:26972 - "GET /config HTTP/1.1" 200 OK
+INFO:     10.16.17.21:22166 - "GET /config HTTP/1.1" 200 OK
 Invalid port: '7861gradio_apiinfo'
-INFO:     10.16.1.188:16727 - "GET /gradio_api/info HTTP/1.1" 200 OK
+INFO:     10.16.17.10:41605 - "GET /gradio_api/info HTTP/1.1" 200 OK
 Invalid port: '7861staticfontsui-sans-serifui-sans-serif-Bold.woff2'
-INFO:     10.16.14.254:26972 - "GET /static/fonts/ui-sans-serif/ui-sans-serif-Bold.woff2 HTTP/1.1" 404 Not Found
+INFO:     10.16.17.10:41605 - "GET /static/fonts/ui-sans-serif/ui-sans-serif-Bold.woff2 HTTP/1.1" 404 Not Found
 Invalid port: '7861staticfontssystem-uisystem-ui-Bold.woff2'
-INFO:     10.16.17.21:30534 - "GET /static/fonts/system-ui/system-ui-Bold.woff2 HTTP/1.1" 404 Not Found
-Invalid port: '7861gradio_apiupload_progress'
+INFO:     10.16.17.21:22166 - "GET /static/fonts/system-ui/system-ui-Bold.woff2 HTTP/1.1" 404 Not Found
 Invalid port: '7861gradio_apiupload'
-INFO:     10.16.17.21:57517 - "GET /gradio_api/upload_progress?upload_id=f5x0zzwtkgf HTTP/1.1" 200 OK
-INFO:     10.16.17.21:65196 - "POST /gradio_api/upload?upload_id=f5x0zzwtkgf HTTP/1.1" 200 OK
-Invalid port: '7861gradio_apifile=tmpgradio69c2a5a0ea4e4c86cfba2f3baa0b0b30cb26a447fc6a58679563d0ea14e137c2ComfyUI_00001_sexxy_1748623055.png'
-INFO:     10.16.17.21:57517 - "GET /gradio_api/file%3D/tmp/gradio/69c2a5a0ea4e4c86cfba2f3baa0b0b30cb26a447fc6a58679563d0ea14e137c2/ComfyUI_00001_sexxy_1748623055.png HTTP/1.1" 200 OK
+Invalid port: '7861gradio_apiupload_progress'
+INFO:     10.16.17.21:14800 - "GET /gradio_api/upload_progress?upload_id=17r1xixmawj HTTP/1.1" 200 OK
+INFO:     10.16.17.10:41295 - "POST /gradio_api/upload?upload_id=17r1xixmawj HTTP/1.1" 200 OK
+Invalid port: '7861gradio_apifile=tmpgradiod49638cb8812da14cae45312d8213a97d4e2e45a487d25de341bfec9a59d2f5fComfyUI_00001_sexxy_1748623055.png'
+INFO:     10.16.14.254:22620 - "GET /gradio_api/file%3D/tmp/gradio/d49638cb8812da14cae45312d8213a97d4e2e45a487d25de341bfec9a59d2f5f/ComfyUI_00001_sexxy_1748623055.png HTTP/1.1" 200 OK
 Invalid port: '7861gradio_apiqueuejoin'
+INFO:     10.16.32.173:23338 - "POST /gradio_api/queue/join?logs=container&__theme=system HTTP/1.1" 200 OK
 Invalid port: '7861staticfontsIBMPlexMonoIBMPlexMono-Regular.woff2'
-INFO:     10.16.14.254:1780 - "GET /static/fonts/IBMPlexMono/IBMPlexMono-Regular.woff2 HTTP/1.1" 200 OK
-INFO:     10.16.1.188:11417 - "POST /gradio_api/queue/join?logs=container&__theme=system HTTP/1.1" 200 OK
+INFO:     10.16.17.21:48076 - "GET /static/fonts/IBMPlexMono/IBMPlexMono-Regular.woff2 HTTP/1.1" 200 OK
 Invalid port: '7861gradio_apiqueuedata'
-INFO:     10.16.32.173:29373 - "GET /gradio_api/queue/data?session_hash=htjdlzn6tw HTTP/1.1" 200 OK
-Command failed: /home/user/.pyenv/versions/3.10.18/bin/python /home/user/app/Wan2.1/generate.py --task vace-1.3B --size 832*480 --ckpt_dir /home/user/app/Wan2.1-VACE-1.3B --src_ref_images /tmp/tmp_mdugcom/ref.png --frame_num 1 --prompt Changed to wearing a recruit suit.
-Error: 
-
-  0%|          | 0/50 [00:00<?, ?it/s]
-  0%|          | 0/50 [00:00<?, ?it/s]
-Traceback (most recent call last):
-  File "/home/user/app/Wan2.1/generate.py", line 587, in <module>
-    generate(args)
-  File "/home/user/app/Wan2.1/generate.py", line 541, in generate
-    video = wan_vace.generate(
-  File "/home/user/app/Wan2.1/wan/vace.py", line 436, in generate
-    noise_pred_cond = self.model(
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1736, in _wrapped_call_impl
-    return self._call_impl(*args, **kwargs)
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1747, in _call_impl
-    return forward_call(*args, **kwargs)
-  File "/home/user/app/Wan2.1/wan/modules/vace_model.py", line 238, in forward
-    hints = self.forward_vace(x, vace_context, seq_len, kwargs)
-  File "/home/user/app/Wan2.1/wan/modules/vace_model.py", line 151, in forward_vace
-    c, c_skip = block(c, **new_kwargs)
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1736, in _wrapped_call_impl
-    return self._call_impl(*args, **kwargs)
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1747, in _call_impl
-    return forward_call(*args, **kwargs)
-  File "/home/user/app/Wan2.1/wan/modules/vace_model.py", line 37, in forward
-    c = super().forward(c, **kwargs)
-  File "/home/user/app/Wan2.1/wan/modules/model.py", line 302, in forward
-    y = self.self_attn(
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1736, in _wrapped_call_impl
-    return self._call_impl(*args, **kwargs)
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1747, in _call_impl
-    return forward_call(*args, **kwargs)
-  File "/home/user/app/Wan2.1/wan/modules/model.py", line 158, in forward
-    x = self.o(x)
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1736, in _wrapped_call_impl
-    return self._call_impl(*args, **kwargs)
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1747, in _call_impl
-    return forward_call(*args, **kwargs)
-  File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/torch/nn/modules/linear.py", line 125, in forward
-    return F.linear(input, self.weight, self.bias)
-RuntimeError: mat1 and mat2 shapes cannot be multiplied (37440x128 and 1536x1536)
+INFO:     10.16.17.21:48076 - "GET /gradio_api/queue/data?session_hash=hhbm7ac48yl HTTP/1.1" 200 OK
+Command failed: /home/user/.pyenv/versions/3.10.18/bin/python /home/user/app/Wan2.1/generate.py --task vace-1.3B --size 512*512 --ckpt_dir /home/user/app/Wan2.1-VACE-1.3B --src_ref_images /tmp/tmpddkzzk9b/ref.png --frame_num 1 --prompt Changed to wearing a recruit suit.
+Error: usage: generate.py [-h]
+                   [--task {t2v-14B,t2v-1.3B,i2v-14B,t2i-14B,flf2v-14B,vace-1.3B,vace-14B}]
+                   [--size {720*1280,1280*720,480*832,832*480,1024*1024}]
+                   [--frame_num FRAME_NUM] [--ckpt_dir CKPT_DIR]
+                   [--offload_model OFFLOAD_MODEL]
+                   [--ulysses_size ULYSSES_SIZE] [--ring_size RING_SIZE]
+                   [--t5_fsdp] [--t5_cpu] [--dit_fsdp] [--save_file SAVE_FILE]
+                   [--src_video SRC_VIDEO] [--src_mask SRC_MASK]
+                   [--src_ref_images SRC_REF_IMAGES] [--prompt PROMPT]
+                   [--use_prompt_extend]
+                   [--prompt_extend_method {dashscope,local_qwen}]
+                   [--prompt_extend_model PROMPT_EXTEND_MODEL]
+                   [--prompt_extend_target_lang {zh,en}]
+                   [--base_seed BASE_SEED] [--image IMAGE]
+                   [--first_frame FIRST_FRAME] [--last_frame LAST_FRAME]
+                   [--sample_solver {unipc,dpm++}]
+                   [--sample_steps SAMPLE_STEPS] [--sample_shift SAMPLE_SHIFT]
+                   [--sample_guide_scale SAMPLE_GUIDE_SCALE]
+generate.py: error: argument --size: invalid choice: '512*512' (choose from '720*1280', '1280*720', '480*832', '832*480', '1024*1024')
 
 Traceback (most recent call last):
-  File "/home/user/app/app.py", line 176, in image_ui
-    generate_image(ref_path, prompt, output)
-  File "/home/user/app/wan_runner.py", line 141, in generate_image
+  File "/home/user/app/app.py", line 251, in image_ui
+    generate_image(ref_path, prompt, output, size=size_param)
+  File "/home/user/app/wan_runner.py", line 142, in generate_image
     run_cmd([
   File "/home/user/app/wan_runner.py", line 14, in run_cmd
     result = subprocess.run(cmd, check=True, capture_output=True, text=True)
   File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/subprocess.py", line 526, in run
     raise CalledProcessError(retcode, process.args,
-subprocess.CalledProcessError: Command '['/home/user/.pyenv/versions/3.10.18/bin/python', '/home/user/app/Wan2.1/generate.py', '--task', 'vace-1.3B', '--size', '832*480', '--ckpt_dir', '/home/user/app/Wan2.1-VACE-1.3B', '--src_ref_images', '/tmp/tmp_mdugcom/ref.png', '--frame_num', '1', '--prompt', 'Changed to wearing a recruit suit.']' returned non-zero exit status 1.
+subprocess.CalledProcessError: Command '['/home/user/.pyenv/versions/3.10.18/bin/python', '/home/user/app/Wan2.1/generate.py', '--task', 'vace-1.3B', '--size', '512*512', '--ckpt_dir', '/home/user/app/Wan2.1-VACE-1.3B', '--src_ref_images', '/tmp/tmpddkzzk9b/ref.png', '--frame_num', '1', '--prompt', 'Changed to wearing a recruit suit.']' returned non-zero exit status 2.
 
 During handling of the above exception, another exception occurred:
 
@@ -488,7 +466,6 @@ Traceback (most recent call last):
     result = context.run(func, *args)
   File "/home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/gradio/utils.py", line 904, in wrapper
     response = f(*args, **kwargs)
-  File "/home/user/app/app.py", line 181, in image_ui
+  File "/home/user/app/app.py", line 256, in image_ui
     raise gr.Error(f"画像生成エラー: {str(e)}")
-gradio.exceptions.Error: "画像生成エラー: Command '['/home/user/.pyenv/versions/3.10.18/bin/python', '/home/user/app/Wan2.1/generate.py', '--task', 'vace-1.3B', '--size', '832*480', '--ckpt_dir', '/home/user/app/Wan2.1-VACE-1.3B', '--src_ref_images', '/tmp/tmp_mdugcom/ref.png', '--frame_num', '1', '--prompt', 'Changed to wearing a recruit suit.']' returned non-zero exit status 1."
- 
+gradio.exceptions.Error: "画像生成エラー: Command '['/home/user/.pyenv/versions/3.10.18/bin/python', '/home/user/app/Wan2.1/generate.py', '--task', 'vace-1.3B', '--size', '512*512', '--ckpt_dir', '/home/user/app/Wan2.1-VACE-1.3B', '--src_ref_images', '/tmp/tmpddkzzk9b/ref.png', '--frame_num', '1', '--prompt', 'Changed to wearing a recruit suit.']' returned non-zero exit status 2."