FlowCache/FlowCache4MAGI-1-dev-V2/logs/flowcache_vbench_20260520_170603.log

🚀 Starting multi-GPU benchmark sampling
🔢 Total dimensions to process: 3
📋 Dimensions: overall_consistency subject_consistency scene
🔍 Processing dimension: overall_consistency
Loaded configuration from: yaml_config/sample/flowcache_vbench.yaml.tmp
Total samples: 93
GPUs: [0, 1, 2, 3]
Output: outputs/vbench/videos/overall_consistency
Config: config/sample/vbench.json
Process Process-3:
Process Process-2:
Process Process-1:
Process Process-4:
Traceback (most recent call last):
Traceback (most recent call last):
Traceback (most recent call last):
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
ModuleNotFoundError: No module named 'flashinfer'
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
ModuleNotFoundError: No module named 'flashinfer'
ModuleNotFoundError: No module named 'flashinfer'
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
ModuleNotFoundError: No module named 'flashinfer'
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 429, in <module>
    main()
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 425, in main
    raise RuntimeError(f"{len(failed)} worker process(es) failed with exit codes: {failed}")
RuntimeError: 4 worker process(es) failed with exit codes: [1, 1, 1, 1]
✅ Completed: overall_consistency
---
🔍 Processing dimension: subject_consistency
Loaded configuration from: yaml_config/sample/flowcache_vbench.yaml.tmp
Total samples: 72
GPUs: [0, 1, 2, 3]
Output: outputs/vbench/videos/subject_consistency
Config: config/sample/vbench.json
Process Process-3:
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
ModuleNotFoundError: No module named 'flashinfer'
Process Process-1:
Process Process-2:
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
ModuleNotFoundError: No module named 'flashinfer'
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
ModuleNotFoundError: No module named 'flashinfer'
Process Process-4:
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
ModuleNotFoundError: No module named 'flashinfer'
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 429, in <module>
    main()
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 425, in main
    raise RuntimeError(f"{len(failed)} worker process(es) failed with exit codes: {failed}")
RuntimeError: 4 worker process(es) failed with exit codes: [1, 1, 1, 1]
✅ Completed: subject_consistency
---
🔍 Processing dimension: scene
Loaded configuration from: yaml_config/sample/flowcache_vbench.yaml.tmp
Total samples: 86
GPUs: [0, 1, 2, 3]
Output: outputs/vbench/videos/scene
Config: config/sample/vbench.json
Process Process-4:
Process Process-2:
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
ModuleNotFoundError: No module named 'flashinfer'
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
ModuleNotFoundError: No module named 'flashinfer'
Process Process-3:
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
ModuleNotFoundError: No module named 'flashinfer'
Process Process-1:
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 314, in _bootstrap
    self.run()
  File "/home/dyvm6xra/dyvm6xrauser11/miniforge3/lib/python3.12/multiprocessing/process.py", line 108, in run
    self._target(*self._args, **self._kwargs)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 240, in worker_process
    configure_reuse_strategy(config)
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 147, in configure_reuse_strategy
    from inference.pipeline.video_generate import SampleTransport
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/__init__.py", line 15, in <module>
    from .pipeline import MagiPipeline
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/pipeline/pipeline.py", line 21, in <module>
    from inference.model.dit import get_dit
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/__init__.py", line 15, in <module>
    from .dit_model import get_dit, VideoDiTModel
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_model.py", line 39, in <module>
    from .dit_module import CaptionEmbedder, FinalLinear, LearnableRotaryEmbeddingCat, TimestepEmbedder, TransformerBlock
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/inference/model/dit/dit_module.py", line 19, in <module>
    import flashinfer
ModuleNotFoundError: No module named 'flashinfer'
Traceback (most recent call last):
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 429, in <module>
    main()
  File "/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1/sample_video.py", line 425, in main
    raise RuntimeError(f"{len(failed)} worker process(es) failed with exit codes: {failed}")
RuntimeError: 4 worker process(es) failed with exit codes: [1, 1, 1, 1]
✅ Completed: scene
---
🎉 All sampling tasks completed.