tvm_tirx.tirx.ThreadScope

tvm_tirx.tirx.ThreadScope#

class tvm_tirx.tirx.ThreadScope(*args, **kwargs)#

Bases: Enum, Scriptable

A registered thread scope, queried by its qualified backend.scope name.

Obtain a tag with ThreadScope.get("cuda.warp"), for example; unknown names raise an error. backend identifies its owner and rank orders the hierarchy, with smaller ranks denoting wider scopes. The registration index does not determine the hierarchy.

Parameters:

  • args (Any)

  • kwargs (Any)

Return type:

Any

classmethod get(name)#

Look up a registered tag without creating unknown scopes.

Parameters:

name (str)

Return type:

ThreadScope

property name: str#

Canonical qualified name, such as cuda.warp.

property backend: str#

Backend owning this tag.

property local_name: str#

Backend-local name, such as warp.

property rank: int#

Explicit hierarchy rank; smaller ranks denote wider scopes.

ThreadScope.script(*, name=None, show_meta=False, int_dtype='int32', float_dtype='void', verbose_expr=False, indent_spaces=4, print_line_numbers=False, num_context_lines=-1, path_to_underline=None, path_to_annotate=None, obj_to_underline=None, obj_to_annotate=None, extra_config=None)#

Print TVM IR into TVMScript text format

Parameters:

  • name (Optional[str] = None) – The name of the object

  • show_meta (bool = False) – Whether to print the meta data of the object

  • int_dtype (str = "int32") – The default data type of integer

  • float_dtype (str = "void") – The default data type of float

  • verbose_expr (bool = False) – Whether to print the detailed definition of each variable in the expression

  • indent_spaces (int = 4) – The number of spaces for indentation

  • print_line_numbers (bool = False) – Whether to print line numbers

  • num_context_lines (int = -1) – The number of lines of context to print before and after the line to underline.

  • path_to_underline (Optional[List[AccessPath]] = None) – Object path to be underlined

  • path_to_annotate (Optional[Dict[AccessPath, str]] = None) – Object path to be annotated

  • obj_to_underline (Optional[List[tvm_ffi.Object]] = None) – Object to be underlined

  • obj_to_annotate (Optional[Dict[tvm_ffi.Object, str]] = None) – Object to be annotated

  • extra_config (Optional[dict] = None) – Dialect-specific configuration passed through to PrinterConfig.extra_config, including ir.prefix for the IR namespace alias (default "I"). Keys are conventionally namespaced as “<dialect>.<knob>”, e.g. {"tirx.prefix": "T"}.

Returns:

script (str) – The TVM Script of the given TVM IR

Return type:

str

ThreadScope.show(style=None, *, name=None, show_meta=False, int_dtype='int32', float_dtype='void', verbose_expr=False, indent_spaces=4, print_line_numbers=False, num_context_lines=-1, path_to_underline=None, path_to_annotate=None, obj_to_underline=None, obj_to_annotate=None, extra_config=None)#

Print highlighted TVMScript.

Parameters:

  • style (str, optional) – Pygmentize printing style, auto-detected if None. See tvm_tirx.script.printer.highlight.cprint for more details.

  • name (Optional[str] = None) – The name of the object

  • show_meta (bool = False) – Whether to print the meta data of the object

  • int_dtype (str = "int32") – The default data type of integer

  • float_dtype (str = "void") – The default data type of float

  • verbose_expr (bool = False) – Whether to print the detailed definition of each variable in the expression

  • indent_spaces (int = 4) – The number of spaces for indentation

  • print_line_numbers (bool = False) – Whether to print line numbers

  • num_context_lines (int = -1) – The number of lines of context to print before and after the line to underline.

  • path_to_underline (Optional[List[AccessPath]] = None) – Object path to be underlined

  • path_to_annotate (Optional[Dict[AccessPath, str]] = None) – Object path to be annotated

  • obj_to_underline (Optional[List[tvm_ffi.Object]] = None) – Object to be underlined

  • obj_to_annotate (Optional[Dict[tvm_ffi.Object, str]] = None) – Object to be annotated

  • extra_config (Optional[dict] = None) – Dialect-specific configuration passed through to PrinterConfig.extra_config, including ir.prefix for the IR namespace alias (default "I").

Return type:

None