No GPU found. A GPU is needed for quantization

[jiaolongxue]

System Info / 系統信息

v0.16.0 docker版本 ubutun 24.04 TLS

cuda版本

Running Xinference with Docker? / 是否使用 Docker 运行 Xinfernece？

• [X] docker / docker
• [ ] pip install / 通过 pip install 安装
• [ ] installation from source / 从源码安装

Version info / 版本信息

v0.16.0

The command used to start Xinference / 用以启动 xinference 的命令

通过webui启动

无法启动，提示错误

2024-10-21 19:18:13,130 xinference.api.restful_api 1 ERROR    [address=0.0.0.0:39107, pid=420] No GPU found. A GPU is needed for quantization.
Traceback (most recent call last):
  File "/usr/local/lib/python3.10/dist-packages/xinference/api/restful_api.py", line 977, in launch_model
    model_uid = await (await self._get_supervisor_ref()).launch_builtin_model(
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/context.py", line 231, in send
    return self._process_result_message(result)
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/context.py", line 102, in _process_result_message
    raise message.as_instanceof_cause()
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/pool.py", line 656, in send
    result = await self._run_coro(message.message_id, coro)
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/pool.py", line 367, in _run_coro
    return await coro
  File "/usr/local/lib/python3.10/dist-packages/xoscar/api.py", line 384, in __on_receive__
    return await super().__on_receive__(message)  # type: ignore
  File "xoscar/core.pyx", line 558, in __on_receive__
    raise ex
  File "xoscar/core.pyx", line 520, in xoscar.core._BaseActor.__on_receive__
    async with self._lock:
  File "xoscar/core.pyx", line 521, in xoscar.core._BaseActor.__on_receive__
    with debug_async_timeout('actor_lock_timeout',
  File "xoscar/core.pyx", line 526, in xoscar.core._BaseActor.__on_receive__
    result = await result
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/supervisor.py", line 1040, in launch_builtin_model
    await _launch_model()
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/supervisor.py", line 1004, in _launch_model
    await _launch_one_model(rep_model_uid)
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/supervisor.py", line 983, in _launch_one_model
    await worker_ref.launch_builtin_model(
  File "xoscar/core.pyx", line 284, in __pyx_actor_method_wrapper
    async with lock:
  File "xoscar/core.pyx", line 287, in xoscar.core.__pyx_actor_method_wrapper
    result = await result
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/utils.py", line 78, in wrapped
    ret = await func(*args, **kwargs)
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/worker.py", line 894, in launch_builtin_model
    await model_ref.load()
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/context.py", line 231, in send
    return self._process_result_message(result)
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/context.py", line 102, in _process_result_message
    raise message.as_instanceof_cause()
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/pool.py", line 656, in send
    result = await self._run_coro(message.message_id, coro)
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/pool.py", line 367, in _run_coro
    return await coro
  File "/usr/local/lib/python3.10/dist-packages/xoscar/api.py", line 384, in __on_receive__
    return await super().__on_receive__(message)  # type: ignore
  File "xoscar/core.pyx", line 558, in __on_receive__
    raise ex
  File "xoscar/core.pyx", line 520, in xoscar.core._BaseActor.__on_receive__
    async with self._lock:
  File "xoscar/core.pyx", line 521, in xoscar.core._BaseActor.__on_receive__
    with debug_async_timeout('actor_lock_timeout',
  File "xoscar/core.pyx", line 526, in xoscar.core._BaseActor.__on_receive__
    result = await result
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/model.py", line 375, in load
    self._model.load()
  File "/usr/local/lib/python3.10/dist-packages/xinference/model/llm/transformers/minicpmv26.py", line 85, in load
    model = AutoModel.from_pretrained(
  File "/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py", line 559, in from_pretrained
    return model_class.from_pretrained(
  File "/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py", line 3398, in from_pretrained
    hf_quantizer.validate_environment(
  File "/usr/local/lib/python3.10/dist-packages/transformers/quantizers/quantizer_bnb_4bit.py", line 62, in validate_environment
    raise RuntimeError("No GPU found. A GPU is needed for quantization.")
RuntimeError: [address=0.0.0.0:39107, pid=420] No GPU found. A GPU is needed for quantization.

Reproduction / 复现过程

通过webui启动

无法启动，提示错误

2024-10-21 19:18:13,130 xinference.api.restful_api 1 ERROR    [address=0.0.0.0:39107, pid=420] No GPU found. A GPU is needed for quantization.
Traceback (most recent call last):
  File "/usr/local/lib/python3.10/dist-packages/xinference/api/restful_api.py", line 977, in launch_model
    model_uid = await (await self._get_supervisor_ref()).launch_builtin_model(
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/context.py", line 231, in send
    return self._process_result_message(result)
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/context.py", line 102, in _process_result_message
    raise message.as_instanceof_cause()
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/pool.py", line 656, in send
    result = await self._run_coro(message.message_id, coro)
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/pool.py", line 367, in _run_coro
    return await coro
  File "/usr/local/lib/python3.10/dist-packages/xoscar/api.py", line 384, in __on_receive__
    return await super().__on_receive__(message)  # type: ignore
  File "xoscar/core.pyx", line 558, in __on_receive__
    raise ex
  File "xoscar/core.pyx", line 520, in xoscar.core._BaseActor.__on_receive__
    async with self._lock:
  File "xoscar/core.pyx", line 521, in xoscar.core._BaseActor.__on_receive__
    with debug_async_timeout('actor_lock_timeout',
  File "xoscar/core.pyx", line 526, in xoscar.core._BaseActor.__on_receive__
    result = await result
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/supervisor.py", line 1040, in launch_builtin_model
    await _launch_model()
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/supervisor.py", line 1004, in _launch_model
    await _launch_one_model(rep_model_uid)
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/supervisor.py", line 983, in _launch_one_model
    await worker_ref.launch_builtin_model(
  File "xoscar/core.pyx", line 284, in __pyx_actor_method_wrapper
    async with lock:
  File "xoscar/core.pyx", line 287, in xoscar.core.__pyx_actor_method_wrapper
    result = await result
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/utils.py", line 78, in wrapped
    ret = await func(*args, **kwargs)
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/worker.py", line 894, in launch_builtin_model
    await model_ref.load()
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/context.py", line 231, in send
    return self._process_result_message(result)
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/context.py", line 102, in _process_result_message
    raise message.as_instanceof_cause()
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/pool.py", line 656, in send
    result = await self._run_coro(message.message_id, coro)
  File "/usr/local/lib/python3.10/dist-packages/xoscar/backends/pool.py", line 367, in _run_coro
    return await coro
  File "/usr/local/lib/python3.10/dist-packages/xoscar/api.py", line 384, in __on_receive__
    return await super().__on_receive__(message)  # type: ignore
  File "xoscar/core.pyx", line 558, in __on_receive__
    raise ex
  File "xoscar/core.pyx", line 520, in xoscar.core._BaseActor.__on_receive__
    async with self._lock:
  File "xoscar/core.pyx", line 521, in xoscar.core._BaseActor.__on_receive__
    with debug_async_timeout('actor_lock_timeout',
  File "xoscar/core.pyx", line 526, in xoscar.core._BaseActor.__on_receive__
    result = await result
  File "/usr/local/lib/python3.10/dist-packages/xinference/core/model.py", line 375, in load
    self._model.load()
  File "/usr/local/lib/python3.10/dist-packages/xinference/model/llm/transformers/minicpmv26.py", line 85, in load
    model = AutoModel.from_pretrained(
  File "/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py", line 559, in from_pretrained
    return model_class.from_pretrained(
  File "/usr/local/lib/python3.10/dist-packages/transformers/modeling_utils.py", line 3398, in from_pretrained
    hf_quantizer.validate_environment(
  File "/usr/local/lib/python3.10/dist-packages/transformers/quantizers/quantizer_bnb_4bit.py", line 62, in validate_environment
    raise RuntimeError("No GPU found. A GPU is needed for quantization.")
RuntimeError: [address=0.0.0.0:39107, pid=420] No GPU found. A GPU is needed for quantization.

Expected behavior / 期待表现

期望能够正常启动

[github-actions[bot]]

This issue is stale because it has been open for 7 days with no activity.