### What this PR does / why we need it? Refactor `vllm_ascend/ops/fused_moe` to replace scattered MoE business `**kwargs` with typed request objects and explicit stage boundaries. - Prepare, dispatch, MLP, and quant stages now have clearer ownership. - Main MoE path no longer depends on business `kwargs.get(...)` lookups. - Comm and dispatcher interfaces are request-only on the main path. - UTs can assert stage-level fields directly instead of inferring behavior indirectly. ### Does this PR introduce _any_ user-facing change? No. ### How was this patch tested? CI passed. --------- Signed-off-by: linfeng-yuan <1102311262@qq.com>
46 lines
1.6 KiB
Python
46 lines
1.6 KiB
Python
#
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# Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved.
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# This file is a part of the vllm-ascend project.
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#
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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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"""Ascend quantization module.
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This module intentionally avoids eager imports so that importing lightweight
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submodules (for example ``quant_type``) does not trigger heavy registration
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paths and circular imports during startup.
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"""
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from typing import TYPE_CHECKING, Any
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if TYPE_CHECKING:
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from .compressed_tensors_config import AscendCompressedTensorsConfig
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from .modelslim_config import AscendModelSlimConfig
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__all__ = [
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"AscendModelSlimConfig",
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"AscendCompressedTensorsConfig",
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]
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def __getattr__(name: str) -> Any:
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if name == "AscendModelSlimConfig":
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from .modelslim_config import AscendModelSlimConfig
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return AscendModelSlimConfig
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if name == "AscendCompressedTensorsConfig":
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from .compressed_tensors_config import AscendCompressedTensorsConfig
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return AscendCompressedTensorsConfig
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raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
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