feat(device): auto-detect cuda/mps/cpu with env override
Browse files- server/device.py +32 -0
- tests/test_device.py +46 -0
server/device.py
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"""Device auto-detection for Chatterbox.
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Order: env override → cuda → mps → cpu.
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"""
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from __future__ import annotations
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import os
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import torch
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_VALID = {"cuda", "mps", "cpu"}
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def _cuda_available() -> bool:
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return torch.cuda.is_available()
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def _mps_available() -> bool:
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backend = getattr(torch.backends, "mps", None)
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return bool(backend and backend.is_available())
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def select_device() -> str:
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forced = (os.getenv("CHATTERBOX_DEVICE") or "").strip().lower()
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if forced in _VALID:
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return forced
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if _cuda_available():
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return "cuda"
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if _mps_available():
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return "mps"
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return "cpu"
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tests/test_device.py
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import os
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from unittest.mock import patch
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from server.device import select_device
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def test_env_override_cuda():
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with patch.dict(os.environ, {"CHATTERBOX_DEVICE": "cuda"}):
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assert select_device() == "cuda"
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def test_env_override_mps():
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with patch.dict(os.environ, {"CHATTERBOX_DEVICE": "MPS"}):
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assert select_device() == "mps"
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def test_env_override_cpu():
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with patch.dict(os.environ, {"CHATTERBOX_DEVICE": "cpu"}):
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assert select_device() == "cpu"
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def test_invalid_env_falls_through_to_autodetect():
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with patch.dict(os.environ, {"CHATTERBOX_DEVICE": "tpu"}, clear=False):
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with patch("server.device._cuda_available", return_value=True):
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assert select_device() == "cuda"
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def test_autodetect_prefers_cuda_over_mps():
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with patch.dict(os.environ, {}, clear=True):
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with patch("server.device._cuda_available", return_value=True), \
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patch("server.device._mps_available", return_value=True):
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assert select_device() == "cuda"
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def test_autodetect_uses_mps_when_no_cuda():
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with patch.dict(os.environ, {}, clear=True):
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with patch("server.device._cuda_available", return_value=False), \
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patch("server.device._mps_available", return_value=True):
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assert select_device() == "mps"
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def test_autodetect_falls_back_to_cpu():
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with patch.dict(os.environ, {}, clear=True):
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with patch("server.device._cuda_available", return_value=False), \
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patch("server.device._mps_available", return_value=False):
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assert select_device() == "cpu"
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