Output:
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:37,294 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.

O 03-21 17:56:34 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:34 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:34 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:34,980 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:35 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:35 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:35 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:35 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:35,564 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:36,149 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:36,729 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:37,294 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.


Output:
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:38,443 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.

O 03-21 17:56:36 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:36,149 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:36 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:36,729 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:37,294 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:37,873 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:38,443 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.


Output:
  Loading model...
INFO 03-21 17:56:39 [weight_utils.py:50] Using model weights format ['*']
INFO 03-21 17:56:39 [omni.py:181] Initializing stages for model: Qwen/Qwen3-TTS-12Hz-0.6B-Base
INFO 03-21 17:56:39 [omni.py:313] No omni_master_address provided, defaulting to localhost (127.0.0.1)

ig is None. Initializing code_predictor model with default values
2026-03-21 17:56:36,729 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:37,294 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:37,873 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:38,443 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:39,033 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.

[ENGINE] vLLM-Omni (sequential, batch_size=1)
  Loading model...
INFO 03-21 17:56:39 [weight_utils.py:50] Using model weights format ['*']
INFO 03-21 17:56:39 [omni.py:181] Initializing stages for model: Qwen/Qwen3-TTS-12Hz-0.6B-Base
INFO 03-21 17:56:39 [omni.py:313] No omni_master_address provided, defaulting to localhost (127.0.0.1)


Output:
INFO 03-21 17:56:39 [factory.py:46] Created connector: SharedMemoryConnector
INFO 03-21 17:56:39 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
INFO 03-21 17:56:39 [omni.py:347] [Orchestrator] Loaded 2 stages
INFO 03-21 17:56:39 [omni.py:458] [Orchestrator] Waiting for 2 stages to initialize (timeout: 300s)

 values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:37,294 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:37,873 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:38,443 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:39,033 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.

[ENGINE] vLLM-Omni (sequential, batch_size=1)
  Loading model...
INFO 03-21 17:56:39 [weight_utils.py:50] Using model weights format ['*']
INFO 03-21 17:56:39 [omni.py:181] Initializing stages for model: Qwen/Qwen3-TTS-12Hz-0.6B-Base
INFO 03-21 17:56:39 [omni.py:313] No omni_master_address provided, defaulting to localhost (127.0.0.1)
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:39 [initialization.py:270] Loaded OmniTransferConfig with 1 connector configurations
INFO 03-21 17:56:39 [factory.py:46] Created connector: SharedMemoryConnector
INFO 03-21 17:56:39 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
INFO 03-21 17:56:39 [omni.py:347] [Orchestrator] Loaded 2 stages
INFO 03-21 17:56:39 [omni.py:458] [Orchestrator] Waiting for 2 stages to initialize (timeout: 300s)


Output:
INFO 03-21 17:56:39 [factory.py:46] Created connector: SharedMemoryConnector
INFO 03-21 17:56:39 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
INFO 03-21 17:56:39 [omni.py:347] [Orchestrator] Loaded 2 stages
INFO 03-21 17:56:39 [omni.py:458] [Orchestrator] Waiting for 2 stages to initialize (timeout: 300s)


Output:
INFO 03-21 17:56:39 [factory.py:46] Created connector: SharedMemoryConnector
INFO 03-21 17:56:39 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
INFO 03-21 17:56:39 [omni.py:347] [Orchestrator] Loaded 2 stages
INFO 03-21 17:56:39 [omni.py:458] [Orchestrator] Waiting for 2 stages to initialize (timeout: 300s)


Output:
INFO 03-21 17:56:39 [factory.py:46] Created connector: SharedMemoryConnector
INFO 03-21 17:56:39 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
INFO 03-21 17:56:39 [omni.py:347] [Orchestrator] Loaded 2 stages
INFO 03-21 17:56:39 [omni.py:458] [Orchestrator] Waiting for 2 stages to initialize (timeout: 300s)


Output:
INFO 03-21 17:56:39 [factory.py:46] Created connector: SharedMemoryConnector
INFO 03-21 17:56:39 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
INFO 03-21 17:56:39 [omni.py:347] [Orchestrator] Loaded 2 stages
INFO 03-21 17:56:39 [omni.py:458] [Orchestrator] Waiting for 2 stages to initialize (timeout: 300s)


Output:
INFO 03-21 17:56:39 [factory.py:46] Created connector: SharedMemoryConnector
INFO 03-21 17:56:39 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
INFO 03-21 17:56:39 [omni.py:347] [Orchestrator] Loaded 2 stages
INFO 03-21 17:56:39 [omni.py:458] [Orchestrator] Waiting for 2 stages to initialize (timeout: 300s)


Output:
INFO 03-21 17:56:39 [factory.py:46] Created connector: SharedMemoryConnector
INFO 03-21 17:56:39 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
INFO 03-21 17:56:39 [omni.py:347] [Orchestrator] Loaded 2 stages
INFO 03-21 17:56:39 [omni.py:458] [Orchestrator] Waiting for 2 stages to initialize (timeout: 300s)


Output:
INFO 03-21 17:56:39 [factory.py:46] Created connector: SharedMemoryConnector
INFO 03-21 17:56:39 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
INFO 03-21 17:56:39 [omni.py:347] [Orchestrator] Loaded 2 stages
INFO 03-21 17:56:39 [omni.py:458] [Orchestrator] Waiting for 2 stages to initialize (timeout: 300s)


Output:
  vLLM-Omni RTF Benchmark — Qwen3-TTS-12Hz-0.6B-Base
  GPU: NVIDIA A100-SXM4-80GB | dtype: bfloat16
=================================================================
[Stage-1] WARNING 03-21 17:56:48 [envs.py:94] No Flash Attention backend found, using pytorch SDPA implementation

Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:37 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:37,873 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:38 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:38,443 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
INFO 03-21 17:56:39 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:39,033 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.

[ENGINE] vLLM-Omni (sequential, batch_size=1)
  Loading model...
INFO 03-21 17:56:39 [weight_utils.py:50] Using model weights format ['*']
INFO 03-21 17:56:39 [omni.py:181] Initializing stages for model: Qwen/Qwen3-TTS-12Hz-0.6B-Base
INFO 03-21 17:56:39 [omni.py:313] No omni_master_address provided, defaulting to localhost (127.0.0.1)
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:39 [initialization.py:270] Loaded OmniTransferConfig with 1 connector configurations
INFO 03-21 17:56:39 [factory.py:46] Created connector: SharedMemoryConnector
INFO 03-21 17:56:39 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
INFO 03-21 17:56:39 [omni.py:347] [Orchestrator] Loaded 2 stages
INFO 03-21 17:56:39 [omni.py:458] [Orchestrator] Waiting for 2 stages to initialize (timeout: 300s)
=================================================================
  vLLM-Omni RTF Benchmark — Qwen3-TTS-12Hz-0.6B-Base
  GPU: NVIDIA A100-SXM4-80GB | dtype: bfloat16
=================================================================
[Stage-0] WARNING 03-21 17:56:48 [envs.py:94] No Flash Attention backend found, using pytorch SDPA implementation
=================================================================
  vLLM-Omni RTF Benchmark — Qwen3-TTS-12Hz-0.6B-Base
  GPU: NVIDIA A100-SXM4-80GB | dtype: bfloat16
=================================================================
[Stage-1] WARNING 03-21 17:56:48 [envs.py:94] No Flash Attention backend found, using pytorch SDPA implementation


Output:
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:49,409 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.

e argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
INFO 03-21 17:56:39 [initialization.py:270] Loaded OmniTransferConfig with 1 connector configurations
INFO 03-21 17:56:39 [factory.py:46] Created connector: SharedMemoryConnector
INFO 03-21 17:56:39 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
INFO 03-21 17:56:39 [omni.py:347] [Orchestrator] Loaded 2 stages
INFO 03-21 17:56:39 [omni.py:458] [Orchestrator] Waiting for 2 stages to initialize (timeout: 300s)
=================================================================
  vLLM-Omni RTF Benchmark — Qwen3-TTS-12Hz-0.6B-Base
  GPU: NVIDIA A100-SXM4-80GB | dtype: bfloat16
=================================================================
[Stage-0] WARNING 03-21 17:56:48 [envs.py:94] No Flash Attention backend found, using pytorch SDPA implementation
=================================================================
  vLLM-Omni RTF Benchmark — Qwen3-TTS-12Hz-0.6B-Base
  GPU: NVIDIA A100-SXM4-80GB | dtype: bfloat16
=================================================================
[Stage-1] WARNING 03-21 17:56:48 [envs.py:94] No Flash Attention backend found, using pytorch SDPA implementation
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.

Building inputs...
[Stage-0] INFO 03-21 17:56:48 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:48 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:48 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:48 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:48,847 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.

Building inputs...
[Stage-1] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:49,061 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:49,409 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.


Output:
[Stage-1] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:50,187 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.

] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:49,061 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:49,409 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:49,633 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:49 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:49,976 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:50,187 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.


Output:
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:51,306 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.

ts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:50,187 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:50,524 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:50 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:50,749 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:51,071 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:51,306 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.


Output:
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:52,439 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.

ts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:51,306 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:51,629 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:51 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:51,872 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:52,189 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:52,439 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.


Output:
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:53,298 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.

ts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:52,189 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:52,439 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:52,739 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:52 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:52,997 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:53,298 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.


Output:
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:54,434 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.

ts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:53,298 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:53,569 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:53 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:53,881 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:54,130 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:54,434 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.


Output:
[Stage-1] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:55,243 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.

] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:54,130 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:54,434 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:54,691 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:54 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:54,988 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:55,243 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.


Output:
[Stage-1] INFO 03-21 17:56:56 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:56 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:56 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:56,372 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.

ts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:55,243 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:55,528 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:55 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:55,789 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-0] INFO 03-21 17:56:56 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:56 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-0] INFO 03-21 17:56:56 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-0] INFO 03-21 17:56:56 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:56,077 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:56 [configuration_qwen3_tts.py:489] talker_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:56 [configuration_qwen3_tts.py:492] speaker_encoder_config is None. Initializing talker model with default values
[Stage-1] INFO 03-21 17:56:56 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
[Stage-1] INFO 03-21 17:56:56 [configuration_qwen3_tts.py:441] code_predictor_config is None. Initializing code_predictor model with default values
2026-03-21 17:56:56,372 WARNING Prompt length estimation failed, using fallback 2048: Base in-context voice cloning requires either `voice_clone_prompt.ref_code` or a readable `ref_audio` that can be mapped to a codec frame length.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.

ttempt has been made to start a new process before the
        current process has finished its bootstrapping phase.

        This probably means that you are not using fork to start your
        child processes and you have forgotten to use the proper idiom
        in the main module:

            if __name__ == '__main__':
                freeze_support()
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.
The argument `trust_remote_code` is to be used with Auto classes. It has no effect here and is ignored.
[Stage-1] INFO 03-21 17:56:57 [initialization.py:270] Loaded OmniTransferConfig with 1 connector configurations
[Stage-1] INFO 03-21 17:56:57 [factory.py:46] Created connector: SharedMemoryConnector
[Stage-1] INFO 03-21 17:56:57 [initialization.py:60] Created connector for 0 -> 1: SharedMemoryConnector
[Stage-1] INFO 03-21 17:56:57 [omni.py:347] [Orchestrator] Loaded 2 stages
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/usr/lib/python3.10/multiprocessing/spawn.py", line 116, in spawn_main
    exitcode = _main(fd, parent_sentinel)
  File "/usr/lib/python3.10/multiprocessing/spawn.py", line 125, in _main
    prepare(preparation_data)
  File "/usr/lib/python3.10/multiprocessing/spawn.py", line 236, in prepare
    _fixup_main_from_path(data['init_main_from_path'])
  File "/usr/lib/python3.10/multiprocessing/spawn.py", line 287, in _fixup_main_from_path
    main_content = runpy.run_path(main_path,
  File "/usr/lib/python3.10/runpy.py", line 289, in run_path
    return _run_module_code(code, init_globals, run_name,
  File "/usr/lib/python3.10/runpy.py", line 96, in _run_module_code
    _run_code(code, mod_globals, init_globals,
  File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
    exec(code, run_globals)
  File "/home/ubuntu/quench_0.6b/bench_vllm_omni.py", line 132, in <module>
    omni = Omni(
  File "/home/ubuntu/.local/lib/python3.10/site-packages/vllm_omni/entrypoints/omni.py", line 795, in __init__
    super().__init__(model, **kwargs)
  File "/home/ubuntu/.local/lib/python3.10/site-packages/vllm_omni/entrypoints/omni.py", line 182, in __init__
    self._initialize_stages(model, kwargs)
  File "/home/ubuntu/.local/lib/python3.10/site-packages/vllm_omni/entrypoints/omni.py", line 357, in _initialize_stages
    self._start_stages(model)
  File "/home/ubuntu/.local/lib/python3.10/site-packages/vllm_omni/entrypoints/omni.py", line 432, in _start_stages
    stage.init_stage_worker(
  File "/home/ubuntu/.local/lib/python3.10/site-packages/vllm_omni/entrypoints/omni_stage.py", line 524, in init_stage_worker
    self._proc.start()
  File "/usr/lib/python3.10/multiprocessing/process.py", line 121, in start
    self._popen = self._Popen(self)
  File "/usr/lib/python3.10/multiprocessing/context.py", line 288, in _Popen
    return Popen(process_obj)
  File "/usr/lib/python3.10/multiprocessing/popen_spawn_posix.py", line 32, in __init__
    super().__init__(process_obj)
  File "/usr/lib/python3.10/multiprocessing/popen_fork.py", line 19, in __init__
    self._launch(process_obj)
  File "/usr/lib/python3.10/multiprocessing/popen_spawn_posix.py", line 42, in _launch
    prep_data = spawn.get_preparation_data(process_obj._name)
  File "/usr/lib/python3.10/multiprocessing/spawn.py", line 154, in get_preparation_data
    _check_not_importing_main()
  File "/usr/lib/python3.10/multiprocessing/spawn.py", line 134, in _check_not_importing_main
    raise RuntimeError('''
RuntimeError:
        An attempt has been made to start a new process before the
        current process has finished its bootstrapping phase.

        This probably means that you are not using fork to start your
        child processes and you have forgotten to use the proper idiom
        in the main module:

            if __name__ == '__main__':
                freeze_support()
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.


Output:
                ...

        The "freeze_support()" line can be omitted if the program
        is not going to be frozen to produce an executable.