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# Copyright 2023-2024 SGLang Team
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ==============================================================================
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import re
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from dataclasses import replace as _dataclass_replace
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import torch
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import torch.fx.graph as fx_graph
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_DEVICE_REPR_RE = re.compile(r"\bdevice\(type='([^']+)'(?:,\s*index=(\d+))?\)")
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def _replace_device_repr(m: re.Match) -> str:
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dev_type = m.group(1)
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dev_index = m.group(2)
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if dev_index is not None:
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return f"torch.device('{dev_type}:{dev_index}')"
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return f"torch.device('{dev_type}')"
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def patch_fx_custom_device() -> None:
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"""
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Fix FX codegen serialization for non-standard devices (e.g. torch_musa).
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Root cause:
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torch.device is registered as a custom builtin named 'device', imported
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via 'from torch import device'. repr(torch.device('musa', 0)) produces
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"device(type='musa', index=0)", which is syntactically valid but fails
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at runtime because torch.device does not recognize 'musa' as a type when
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invoked through the standard import path.
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Fix:
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Post-process the generated src string, replacing all occurrences of
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device(type='x', index=N) with torch.device('x:N'), and ensure 'torch'
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is present in the graph globals.
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Note:
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_get_repr is a closure inside _gen_python_code and cannot be patched
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directly, so we wrap _gen_python_code and rewrite its output instead.
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"""
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original = fx_graph.CodeGen._gen_python_code
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def patched(self, nodes, root_module, namespace, **kwargs):
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result = original(self, nodes, root_module, namespace, **kwargs)
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new_src = _DEVICE_REPR_RE.sub(_replace_device_repr, result.src)
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if new_src is result.src:
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return result
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result.globals.setdefault("torch", torch)
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if hasattr(result, "_replace"):
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return result._replace(src=new_src)
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return _dataclass_replace(result, src=new_src)
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fx_graph.CodeGen._gen_python_code = patched
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