# 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. # pylint: disable=invalid-name """Default legalization function for distir-related operators.""" from tvm import relax, tirx from tvm.ir import Call from ...block_builder import BlockBuilder from ...expr import Expr from ...op import call_pure_packed from ...type import ShapeType from .common import register_legalize @register_legalize("relax.dist.redistribute_replica_to_shard") def _redistribute_replica_to_shard(_bb: BlockBuilder, call: Call) -> Expr: num_workers = call.attrs.num_workers axis = call.attrs.axis worker_id_symbol = tirx.Var("worker_id", "int64") worker_id_var = _bb.emit(call_pure_packed("runtime.disco.worker_id", ty_args=[ShapeType(None)])) _bb.match_cast(worker_id_var, ShapeType([worker_id_symbol])) split_axis_size = call.args[0].ty.shape[axis] return relax.op.strided_slice( call.args[0], axes=[axis], begin=[worker_id_symbol * split_axis_size // num_workers], end=[(worker_id_symbol + 1) * split_axis_size // num_workers], assume_inbound=True, )