### What this PR does / why we need it? This pull request enables the `npugraph_ex` backend by default to improve performance on Ascend NPUs, as proposed in the [RFC](https://github.com/vllm-project/vllm-ascend/issues/6214). ### Does this PR introduce _any_ user-facing change? Yes. `npugraph_ex` is now enabled by default. Users can disable it by setting `enable: false` in the `npugraph_ex_config` section of the `additional_config`. ### How was this patch tested? CI passed. The changes are covered by existing and new E2E tests (`test_aclgraph_accuracy.py`) and unit tests (`test_ascend_config.py`) that have been updated to reflect the new default behavior. The tests verify correctness and consistency with `npugraph_ex` enabled and disabled, as well as with the new static kernel option. Signed-off-by: huyuanquan1 <huyuanquan1@huawei.com> Co-authored-by: huyuanquan1 <huyuanquan1@huawei.com>
37 lines
1.5 KiB
Python
37 lines
1.5 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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from vllm.triton_utils import HAS_TRITON
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if HAS_TRITON:
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import vllm_ascend.patch.worker.patch_triton
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# isort: off
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import vllm_ascend.patch.platform.patch_sched_yield # noqa
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import vllm_ascend.patch.worker.patch_unquantized_gemm # noqa
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import vllm_ascend.patch.worker.patch_bert # noqa
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import vllm_ascend.patch.worker.patch_distributed # noqa
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import vllm_ascend.patch.worker.patch_multimodal_merge # noqa
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import vllm_ascend.patch.worker.patch_rope # noqa
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import vllm_ascend.patch.worker.patch_qwen3_next # noqa
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import vllm_ascend.patch.worker.patch_qwen3_next_mtp # noqa
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import vllm_ascend.patch.worker.patch_rejection_sampler # noqa
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import vllm_ascend.patch.worker.patch_qwen3_next # noqa
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import vllm_ascend.patch.worker.patch_v2_egale # noqa
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import vllm_ascend.patch.worker.patch_huanyuan_vl # noqa
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import vllm_ascend.patch.worker.patch_npugraph_ex_triton # noqa
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