/* * 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. */ /*! * \file tvm/relax/attrs/sorting.h * \brief Attributes for sorting operators. */ #ifndef TVM_RELAX_ATTRS_SORTING_H_ #define TVM_RELAX_ATTRS_SORTING_H_ #include #include namespace tvm { namespace relax { /*! \brief Attributes used in sort operator */ struct SortAttrs : public AttrsNode { int axis; bool descending; static void RegisterReflection() { namespace refl = tvm::ffi::reflection; refl::ObjectDef() .def_ro("axis", &SortAttrs::axis, "Axis along which the sort is computed." "The default the last axis is used.", refl::DefaultValue(-1)) .def_ro("descending", &SortAttrs::descending, "Whether to sort in descending order." "If it is not specified, it defaults to the ascending order.", refl::DefaultValue(false)); } TVM_FFI_DECLARE_OBJECT_INFO_FINAL("relax.attrs.SortAttrs", SortAttrs, AttrsNode); }; // struct SortAttrs /*! \brief Attributes used in argsort operator */ struct ArgsortAttrs : public AttrsNode { int axis; bool descending; ffi::Optional dtype; static void RegisterReflection() { namespace refl = tvm::ffi::reflection; refl::ObjectDef() .def_ro("axis", &ArgsortAttrs::axis, "Axis along which the argsort is computed." "The default the last axis is used.", refl::DefaultValue(-1)) .def_ro("descending", &ArgsortAttrs::descending, "Whether to argsort in descending order." "If it is not specified, it defaults to the ascending order.", refl::DefaultValue(false)) .def_ro("dtype", &ArgsortAttrs::dtype, "DType of the output indices."); } TVM_FFI_DECLARE_OBJECT_INFO_FINAL("relax.attrs.ArgsortAttrs", ArgsortAttrs, AttrsNode); }; // struct ArgsortAttrs /*! \brief Attributes used in topk operator */ struct TopKAttrs : public AttrsNode { int k; int axis; bool largest; ffi::String ret_type; ffi::Optional dtype; static void RegisterReflection() { namespace refl = tvm::ffi::reflection; refl::ObjectDef() .def_ro("k", &TopKAttrs::k, "Number of top elements to select") .def_ro("axis", &TopKAttrs::axis, "Axis along which to sort the input tensor.", refl::DefaultValue(-1)) .def_ro("ret_type", &TopKAttrs::ret_type, "The return type [both, values, indices]." "both - return both top k data and indices." "values - return top k data only." "indices - return top k indices only.", refl::DefaultValue("both")) .def_ro("largest", &TopKAttrs::largest, "Whether to return largest or smallest elements." "By default, return the largest k elements.", refl::DefaultValue(true)) .def_ro("dtype", &TopKAttrs::dtype, "Data type of the output indices."); } TVM_FFI_DECLARE_OBJECT_INFO_FINAL("relax.attrs.TopKAttrs", TopKAttrs, AttrsNode); }; // struct TopKAttrs } // namespace relax } // namespace tvm #endif // TVM_RELAX_ATTRS_SORTING_H_