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"""Specialize buffer with index map."""
from typing import Callable, Union
from tvm import IRModule
from tvm.tir import IndexMap
from tvm.tir.transform import SpecializeBuffer
[docs]def specialize_buffer(mod: IRModule, buf_name: str, idx_map: Union[Callable, IndexMap]):
"""Specialize a buffer in an IRModule with given buffer name and index map function.
Parameters
----------
mod : IRModule
The IRModule we perform the specialization.
buf_name : str
The name of the buffer to specialize.
idx_map : IndexMap
The index map.
Returns
-------
IRModule
The new IRModule.
"""
if isinstance(idx_map, Callable):
idx_map = IndexMap.from_func(idx_map)
return SpecializeBuffer(buf_name, idx_map)(mod)