# 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 search operators.""" from tvm import topi from tvm.ir import Call from ...block_builder import BlockBuilder from ...expr import Expr from .common import LegalizeFunc, TEFunc, _call_topi_without_attr, register_legalize register_legalize("relax.where", _call_topi_without_attr(topi.where)) def _argmax_argmin(te_func: TEFunc) -> LegalizeFunc: def argmax_argmin_call_te(bb: BlockBuilder, call: Call) -> Expr: return bb.call_te( te_func, call.args[0], None if call.attrs.axis is None else call.attrs.axis, call.attrs.keepdims, ) return argmax_argmin_call_te register_legalize("relax.argmax", _argmax_argmin(topi.argmax)) register_legalize("relax.argmin", _argmax_argmin(topi.argmin)) @register_legalize("relax.bucketize") def _bucketize(bb, call): input_tensor = call.args[0] boundaries = call.args[1] right = call.attrs.right out_dtype = "int32" if call.attrs.out_int32 else "int64" return bb.call_te(topi.searchsorted, boundaries, input_tensor, right, out_dtype)