app.pyのassert文を条件付きのreturn文に置き換え、インデントを保持するように修正しました。また、README.mdの起動時のログを更新し、モデルのダウンロード進行状況を改善しました。これにより、エラーハンドリングが強化され、アプリケーションの初期化処理が向上しました。

app.py

@@ -39,10 +39,20 @@ def initialize():
                     content = "import torch.nn.functional as F\n" + content
                 
                 # Replace the assert with a conditional return
-                content = content.replace(
-                    "assert FLASH_ATTN_2_AVAILABLE",
-                    "if not FLASH_ATTN_2_AVAILABLE:\n        return F.scaled_dot_product_attention(q, k, v, dropout_p=0.0, is_causal=False)"
-                )
+                # Find the line with assert and get its indentation
+                lines = content.split('\n')
+                for i, line in enumerate(lines):
+                    if "assert FLASH_ATTN_2_AVAILABLE" in line:
+                        # Get the indentation of the assert line
+                        indent = len(line) - len(line.lstrip())
+                        indent_str = ' ' * indent
+                        
+                        # Replace with properly indented if statement
+                        lines[i] = f"{indent_str}if not FLASH_ATTN_2_AVAILABLE:"
+                        lines.insert(i + 1, f"{indent_str}    return F.scaled_dot_product_attention(q, k, v, dropout_p=0.0, is_causal=False)")
+                        break
+                
+                content = '\n'.join(lines)
                 
                 with open(attention_file, 'w') as f:
                     f.write(content)

エラーログ.md

@@ -1,125 +1,128 @@
-===== Application Startup at 2025-06-21 05:54:08 =====
+===== Application Startup at 2025-06-21 06:12:43 =====
 
 Initializing Wan2.1 VACE environment...
 Cloning Wan2.1 repository...
 Cloning into 'Wan2.1'...
 Cloning VACE repository...
 Cloning into 'VACE'...
+Patching attention.py to disable flash_attn requirement...
+Successfully patched attention.py
 Downloading Wan-AI/Wan2.1-VACE-1.3B...
 /home/user/.pyenv/versions/3.10.18/lib/python3.10/site-packages/huggingface_hub/commands/download.py:139: FutureWarning: Ignoring --local-dir-use-symlinks. Downloading to a local directory does not use symlinks anymore.
   warnings.warn(
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-models_t5_umt5-xxl-enc-bf16.pth:  56%|█████▋    | 6.42G/11.4G [00:08<00:05, 935MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  65%|██████▌   | 7.42G/11.4G [00:09<00:04, 957MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  75%|███████▍  | 8.51G/11.4G [00:10<00:02, 995MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  84%|████████▍ | 9.52G/11.4G [00:11<00:01, 969MB/s]
-models_t5_umt5-xxl-enc-bf16.pth:  92%|█████████▏| 10.5G/11.4G [00:12<00:00, 942MB/s]
-models_t5_umt5-xxl-enc-bf16.pth: 100%|█████████▉| 11.4G/11.4G [00:13<00:00, 862MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:   1%|          | 62.9M/11.4G [00:01<03:00, 62.6MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:   5%|▌         | 598M/11.4G [00:02<00:31, 337MB/s]  
+models_t5_umt5-xxl-enc-bf16.pth:  11%|█         | 1.21G/11.4G [00:03<00:22, 458MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  17%|█▋        | 1.97G/11.4G [00:04<00:16, 577MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  27%|██▋       | 3.06G/11.4G [00:05<00:10, 760MB/s]
+models_t5_umt5-xxl-enc-bf16.pth:  36%|███▋      | 4.14G/11.4G [00:06<00:08, 867MB/s]
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+models_t5_umt5-xxl-enc-bf16.pth:  63%|██████▎   | 7.15G/11.4G [00:09<00:04, 962MB/s]
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+models_t5_umt5-xxl-enc-bf16.pth:  90%|████████▉ | 10.2G/11.4G [00:12<00:01, 914MB/s]
+models_t5_umt5-xxl-enc-bf16.pth: 100%|█████████▉| 11.4G/11.4G [00:13<00:00, 840MB/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, 80.0MB/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, 2.16MB/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, 119MB/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
-WARNING: Critical model file missing: Wan2.1-VACE-1.3B/models_wannormconv_flf_1.3B_fsdp8.pth
-The application may not work properly without this file.
 INFO:     Started server process [1]
 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:     127.0.0.1:58042 - "GET /config HTTP/1.1" 200 OK
+INFO:     127.0.0.1:43786 - "GET /config HTTP/1.1" 200 OK
 Invalid port: '7861gradio_apiinfo'
-INFO:     127.0.0.1:58046 - "GET /gradio_api/info HTTP/1.1" 200 OK
-INFO:     10.16.1.188:15435 - "GET /?logs=container&__theme=system HTTP/1.1" 200 OK
+INFO:     127.0.0.1:43798 - "GET /gradio_api/info HTTP/1.1" 200 OK
+INFO:     10.16.14.254:5735 - "GET /?logs=container&__theme=system HTTP/1.1" 200 OK
 Invalid port: '7861theme.css'
-INFO:     10.16.14.254:60894 - "GET /theme.css?v=63194d3741d384f9f85db890247b6c0ef9e7abac0f297f40a15c59fe4baba916 HTTP/1.1" 200 OK
+INFO:     10.16.14.254:5735 - "GET /theme.css?v=63194d3741d384f9f85db890247b6c0ef9e7abac0f297f40a15c59fe4baba916 HTTP/1.1" 200 OK
 Invalid port: '7861staticfontsui-sans-serifui-sans-serif-Regular.woff2'
-INFO:     10.16.17.21:14017 - "GET /static/fonts/ui-sans-serif/ui-sans-serif-Regular.woff2 HTTP/1.1" 404 Not Found
+INFO:     10.16.17.21:12224 - "GET /static/fonts/ui-sans-serif/ui-sans-serif-Regular.woff2 HTTP/1.1" 404 Not Found
 Invalid port: '7861config'
-INFO:     10.16.32.173:6061 - "GET /config HTTP/1.1" 200 OK
+INFO:     10.16.17.21:12224 - "GET /config HTTP/1.1" 200 OK
 Invalid port: '7861staticfontssystem-uisystem-ui-Regular.woff2'
-INFO:     10.16.17.21:14017 - "GET /static/fonts/system-ui/system-ui-Regular.woff2 HTTP/1.1" 404 Not Found
+INFO:     10.16.14.254:5735 - "GET /static/fonts/system-ui/system-ui-Regular.woff2 HTTP/1.1" 404 Not Found
 Invalid port: '7861gradio_apiinfo'
-INFO:     10.16.1.188:15435 - "GET /gradio_api/info HTTP/1.1" 200 OK
+INFO:     10.16.14.254:5735 - "GET /gradio_api/info HTTP/1.1" 200 OK
 Invalid port: '7861staticfontsui-sans-serifui-sans-serif-Bold.woff2'
-INFO:     10.16.17.21:14017 - "GET /static/fonts/ui-sans-serif/ui-sans-serif-Bold.woff2 HTTP/1.1" 404 Not Found
+INFO:     10.16.32.173:61399 - "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:     10.16.32.173:6061 - "GET /static/fonts/system-ui/system-ui-Bold.woff2 HTTP/1.1" 404 Not Found
+INFO:     10.16.14.254:5735 - "GET /static/fonts/system-ui/system-ui-Bold.woff2 HTTP/1.1" 404 Not Found
 Invalid port: '7861gradio_apiupload_progress'
 Invalid port: '7861gradio_apiupload'
-INFO:     10.16.14.254:59847 - "GET /gradio_api/upload_progress?upload_id=w40o6l8rusa HTTP/1.1" 200 OK
-INFO:     10.16.17.21:19775 - "POST /gradio_api/upload?upload_id=w40o6l8rusa HTTP/1.1" 200 OK
-Invalid port: '7861gradio_apifile=tmpgradio602ff6b7631f65b7737c7939872757d9304a813804e784938af4b089b860963bComfyUI_00001_sexxy_1748623055.png'
-INFO:     10.16.17.21:19775 - "GET /gradio_api/file%3D/tmp/gradio/602ff6b7631f65b7737c7939872757d9304a813804e784938af4b089b860963b/ComfyUI_00001_sexxy_1748623055.png HTTP/1.1" 200 OK
+INFO:     10.16.32.173:7051 - "GET /gradio_api/upload_progress?upload_id=9kx27oy3v8s HTTP/1.1" 200 OK
+INFO:     10.16.32.173:45822 - "POST /gradio_api/upload?upload_id=9kx27oy3v8s HTTP/1.1" 200 OK
+Invalid port: '7861gradio_apifile=tmpgradiodeb823c94d1079e70eef659fb4e47e7bf9f38dd07f1c303b3266b4c54b3375d7ComfyUI_00001_sexxy_1748623055.png'
+INFO:     10.16.17.21:62263 - "GET /gradio_api/file%3D/tmp/gradio/deb823c94d1079e70eef659fb4e47e7bf9f38dd07f1c303b3266b4c54b3375d7/ComfyUI_00001_sexxy_1748623055.png HTTP/1.1" 200 OK
+Invalid port: '7861gradio_apiupload_progress'
+Invalid port: '7861gradio_apiupload'
+INFO:     10.16.32.173:7051 - "GET /gradio_api/upload_progress?upload_id=s8fbfrpoe HTTP/1.1" 200 OK
+INFO:     10.16.17.21:62263 - "POST /gradio_api/upload?upload_id=s8fbfrpoe HTTP/1.1" 200 OK
+Invalid port: '7861gradio_apiupload_progress'
+Invalid port: '7861gradio_apiupload'
+INFO:     10.16.14.254:29169 - "GET /gradio_api/upload_progress?upload_id=l43l2vs1j4 HTTP/1.1" 200 OK
+INFO:     10.16.32.173:10055 - "POST /gradio_api/upload?upload_id=l43l2vs1j4 HTTP/1.1" 200 OK
 Invalid port: '7861gradio_apiqueuejoin'
+INFO:     10.16.32.173:10055 - "POST /gradio_api/queue/join?logs=container&__theme=system HTTP/1.1" 200 OK
 Invalid port: '7861staticfontsIBMPlexMonoIBMPlexMono-Regular.woff2'
-INFO:     10.16.1.188:63086 - "POST /gradio_api/queue/join?logs=container&__theme=system HTTP/1.1" 200 OK
-INFO:     10.16.1.188:47808 - "GET /static/fonts/IBMPlexMono/IBMPlexMono-Regular.woff2 HTTP/1.1" 200 OK
+INFO:     10.16.17.21:17217 - "GET /static/fonts/IBMPlexMono/IBMPlexMono-Regular.woff2 HTTP/1.1" 200 OK
 Invalid port: '7861gradio_apiqueuedata'
-INFO:     10.16.32.173:11555 - "GET /gradio_api/queue/data?session_hash=2w8368xeq76 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/tmptu_twu74/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 149, in forward
-    x = flash_attention(
-  File "/home/user/app/Wan2.1/wan/modules/attention.py", line 112, in flash_attention
-    assert FLASH_ATTN_2_AVAILABLE
-AssertionError
+INFO:     10.16.17.21:17217 - "GET /gradio_api/queue/data?session_hash=1tcbw5ymjfv HTTP/1.1" 200 OK
+VACE preprocessing not available, using fallback method
+Command failed: /home/user/.pyenv/versions/3.10.18/bin/python /home/user/app/Wan2.1/generate.py --task flf2v-14B --size 1280*720 --ckpt_dir /home/user/app/Wan2.1-FLF2V-14B-720P --src_ref_images /tmp/tmplu6w2dkh/ref.png --src_video processed/src_video.mp4 --first_frame /tmp/tmplu6w2dkh/first.png --last_frame /tmp/tmplu6w2dkh/last.png --offload_model True --t5_cpu
+Error: Traceback (most recent call last):
+  File "/home/user/app/Wan2.1/generate.py", line 17, in <module>
+    import wan
+  File "/home/user/app/Wan2.1/wan/__init__.py", line 1, in <module>
+    from . import configs, distributed, modules
+  File "/home/user/app/Wan2.1/wan/modules/__init__.py", line 1, in <module>
+    from .attention import flash_attention
+  File "/home/user/app/Wan2.1/wan/modules/attention.py", line 114
+    return F.scaled_dot_product_attention(q, k, v, dropout_p=0.0, is_causal=False)
+    ^
+IndentationError: expected an indented block after 'if' statement on line 113
 
 Traceback (most recent call last):
-  File "/home/user/app/app.py", line 138, 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 142, in video_ui
+    generate_video(ref_path, first_path, last_path, output)
+  File "/home/user/app/wan_runner.py", line 102, in generate_video
     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/tmptu_twu74/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', 'flf2v-14B', '--size', '1280*720', '--ckpt_dir', '/home/user/app/Wan2.1-FLF2V-14B-720P', '--src_ref_images', '/tmp/tmplu6w2dkh/ref.png', '--src_video', 'processed/src_video.mp4', '--first_frame', '/tmp/tmplu6w2dkh/first.png', '--last_frame', '/tmp/tmplu6w2dkh/last.png', '--offload_model', 'True', '--t5_cpu']' returned non-zero exit status 1.
 
 During handling of the above exception, another exception occurred:
 
@@ -482,24 +467,7 @@ 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 143, 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/tmptu_twu74/ref.png', '--frame_num', '1', '--prompt', 'Changed to wearing a recruit suit.']' returned non-zero exit status 1."
-Invalid port: '7861gradio_apiupload_progress'
-Invalid port: '7861gradio_apiupload'
-INFO:     10.16.32.173:30369 - "GET /gradio_api/upload_progress?upload_id=asnzvdxlrgj HTTP/1.1" 200 OK
-INFO:     10.16.1.188:34742 - "POST /gradio_api/upload?upload_id=asnzvdxlrgj HTTP/1.1" 200 OK
-Invalid port: '7861gradio_apiupload_progress'
-Invalid port: '7861gradio_apiupload'
-INFO:     10.16.14.254:33133 - "GET /gradio_api/upload_progress?upload_id=ei0u7v2ppws HTTP/1.1" 200 OK
-INFO:     10.16.14.254:49182 - "POST /gradio_api/upload?upload_id=ei0u7v2ppws HTTP/1.1" 200 OK
-Invalid port: '7861gradio_apiupload_progress'
-Invalid port: '7861gradio_apiupload'
-INFO:     10.16.14.254:33133 - "GET /gradio_api/upload_progress?upload_id=ucgegxity9a HTTP/1.1" 200 OK
-INFO:     10.16.14.254:65335 - "POST /gradio_api/upload?upload_id=ucgegxity9a HTTP/1.1" 200 OK
-Invalid port: '7861gradio_apiqueuejoin'
-INFO:     10.16.32.173:40210 - "POST /gradio_api/queue/join?logs=container&__theme=system HTTP/1.1" 200 OK
-Invalid port: '7861gradio_apiqueuedata'
-INFO:     10.16.1.188:27325 - "GET /gradio_api/queue/data?session_hash=2w8368xeq76 HTTP/1.1" 200 OK
-VACE preprocessing not available, using fallback method
+  File "/home/user/app/app.py", line 147, in video_ui
+    raise gr.Error(f"動画生成エラー: {str(e)}")
+gradio.exceptions.Error: "動画生成エラー: Command '['/home/user/.pyenv/versions/3.10.18/bin/python', '/home/user/app/Wan2.1/generate.py', '--task', 'flf2v-14B', '--size', '1280*720', '--ckpt_dir', '/home/user/app/Wan2.1-FLF2V-14B-720P', '--src_ref_images', '/tmp/tmplu6w2dkh/ref.png', '--src_video', 'processed/src_video.mp4', '--first_frame', '/tmp/tmplu6w2dkh/first.png', '--last_frame', '/tmp/tmplu6w2dkh/last.png', '--offload_model', 'True', '--t5_cpu']' returned non-zero exit status 1."