tvm.ir.op 源代码

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# pylint: disable=invalid-name
"""Primitive operators in the TVM IR."""
import tvm._ffi

from . import _ffi_api
from .expr import RelaxExpr


[文档] @tvm._ffi.register_object("Op") class Op(RelaxExpr): """Primitive operator in the IR.""" def __init__(self): raise RuntimeError("Cannot create op, use get instead")
[文档] @staticmethod def get(op_name): """Get the Op for a given name Parameters ---------- op_name : str The operator name Returns ------- op : Op The op of the corresponding name """ return _ffi_api.GetOp(op_name)
[文档] def get_attr(self, attr_name): """Get additional attribute about the operator. Parameters ---------- attr_name : str The attribute name. Returns ------- value : object The attribute value """ return _ffi_api.OpGetAttr(self, attr_name)
[文档] def has_attr(self, attr_name): """Check whether the operator has additional attribute. Parameters ---------- attr_name : str The attribute name. Returns ------- value : bool Whether the operator has additional attribute """ return _ffi_api.OpHasAttr(self, attr_name)
[文档] def set_attr(self, attr_name, value, plevel=10): """Set attribute about the operator. Parameters ---------- attr_name : str The attribute name value : object The attribute value plevel : int The priority level """ _ffi_api.OpSetAttr(self, attr_name, value, plevel)
[文档] def reset_attr(self, attr_name): """Reset attribute about the operator. Parameters ---------- attr_name : str The attribute name """ _ffi_api.OpResetAttr(self, attr_name)
[文档] def add_argument(self, name, type, description): # pylint: disable=redefined-builtin """Add arguments information to the function. Parameters ---------- name : str The argument name. type : str The argument type. description : str The argument description. """ _ffi_api.OpAddArgument(self, name, type, description)
[文档] def set_support_level(self, level): """Set the support level of op. Parameters ---------- level : int The support level. """ _ffi_api.OpSetSupportLevel(self, level)
[文档] def set_num_inputs(self, n): """Set the support level of op. Parameters ---------- n : int The input number. """ _ffi_api.OpSetNumInputs(self, n)
[文档] def set_attrs_type_key(self, key): """Set the attribute type key of op. Parameters ---------- key : str The type key. """ _ffi_api.OpSetAttrsTypeKey(self, key)
[文档] @staticmethod def list_op_names(): """List all the op names in the op registry. Returns ------- value : List[str] The registered op names """ return _ffi_api.ListOpNames()
[文档] def register_op_attr(op_name, attr_key, value=None, level=10): """Register an operator property of an operator by name. Parameters ---------- op_name : str The name of operator attr_key : str The attribute name. value : object, optional The value to set level : int, optional The priority level Returns ------- fregister : function Register function if value is not specified. """ def _register(v): """internal register function""" _ffi_api.RegisterOpAttr(op_name, attr_key, v, level) return v return _register(value) if value is not None else _register
[文档] def register_intrin_lowering( op_name, target, *, f=None, level=10, ): """Register Op lowering function Parameters ---------- op_name : str The op name target : str The target string for given intrinsic lowering function f : function, optional The function to be registered. level : int The priority level Returns ------- fregister : function Register op lowering function if f is not specified. """ def _register(f): """internal register function""" _ffi_api.RegisterOpLowerIntrinsic(op_name, f, target, level) return f return _register(f) if f is not None else _register