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vllm-npu-plugin/vllm_npu/__init__.py

39 lines
1.3 KiB
Python

"""
vllm_npu — Ascend NPU platform plugin for vLLM.
The ``register()`` function is discovered by vLLM through the
``vllm.platform_plugins`` entry-point and returns the fully-qualified
class name of the platform implementation.
"""
def register():
"""Return the fully-qualified name of the NPU platform class."""
# Apply CUDA→NPU compatibility patches early so that any code
# referencing torch.cuda.Stream / Event / etc. will transparently
# be redirected to the torch.npu equivalents.
from vllm_npu.cuda_compat import _patch_cuda_to_npu
_patch_cuda_to_npu()
return "vllm_npu.platform.NPUPlatform"
def register_npu_ops():
"""Register Ascend NPU op overrides with vLLM's CustomOp system.
Must be called AFTER the platform is established (e.g., during
worker init or check_and_update_config), NOT during register().
"""
from vllm.model_executor.custom_op import CustomOp
from vllm_npu.ops.activation import AscendSiluAndMul
from vllm_npu.ops.layernorm import AscendRMSNorm
from vllm_npu.ops.rotary_embedding import AscendRotaryEmbedding
for name, op_cls in {
"SiluAndMul": AscendSiluAndMul,
"RMSNorm": AscendRMSNorm,
"RotaryEmbedding": AscendRotaryEmbedding,
}.items():
CustomOp.register_oot(_decorated_op_cls=op_cls, name=name)