# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. """SMEM matrix descriptor helper for tcgen05 / wgmma.""" from tvm.backend.cuda.operator.tile_primitive.common import smem_desc_add_16B_offset from tvm.script import tirx as T @T.meta_class class SmemDescriptor: """Encoded once via :meth:`init`, reused via :meth:`add_16B_offset`.""" def __init__(self): self._buf = T.alloc_local([1], "uint64") @property def desc(self): return self._buf[0] @T.inline def init(self, smem_ptr, ldo, sdo, swizzle): T.ptx.tcgen05.encode_matrix_descriptor( T.address_of(self._buf[0]), smem_ptr, ldo, sdo, swizzle ) def add_16B_offset(self, offset): return smem_desc_add_16B_offset(self._buf[0], offset) def make_lo_uniform(self): """Broadcast the lower 32 bits to all warp lanes via ``__shfl_sync``.""" func_name = "smem_desc_make_lo_uniform" source_code = f""" __forceinline__ __device__ void {func_name}(uint64_t* desc) {{ SmemDescriptor* d = reinterpret_cast(desc); d->lo = __shfl_sync(0xffffffff, d->lo, 0); }} """ return T.cuda.func_call( func_name, T.address_of(self._buf[0]), source_code=source_code, return_type="void" )