/* * 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. */ #include "../utils.h" namespace tvm { namespace meta_schedule { CostModel CostModel::PyCostModel(PyCostModelNode::FLoad f_load, // PyCostModelNode::FSave f_save, // PyCostModelNode::FUpdate f_update, // PyCostModelNode::FPredict f_predict, // PyCostModelNode::FAsString f_as_string) { ObjectPtr n = make_object(); n->f_load = std::move(f_load); n->f_save = std::move(f_save); n->f_update = std::move(f_update); n->f_predict = std::move(f_predict); n->f_as_string = std::move(f_as_string); return CostModel(n); } TVM_STATIC_IR_FUNCTOR(ReprPrinter, vtable) .set_dispatch([](const ObjectRef& n, ReprPrinter* p) { const auto* self = n.as(); ICHECK(self); PyCostModelNode::FAsString f_as_string = (*self).f_as_string; ICHECK(f_as_string != nullptr) << "PyCostModel's AsString method not implemented!"; p->stream << f_as_string(); }); TVM_REGISTER_OBJECT_TYPE(CostModelNode); TVM_REGISTER_NODE_TYPE(PyCostModelNode); TVM_REGISTER_GLOBAL("meta_schedule.CostModelLoad").set_body_method(&CostModelNode::Load); TVM_REGISTER_GLOBAL("meta_schedule.CostModelSave").set_body_method(&CostModelNode::Save); TVM_REGISTER_GLOBAL("meta_schedule.CostModelUpdate") .set_body_method(&CostModelNode::Update); TVM_REGISTER_GLOBAL("meta_schedule.CostModelPredict") .set_body_typed([](CostModel model, // const TuneContext& context, // Array candidates, // void* p_addr) -> void { std::vector result = model->Predict(context, candidates); std::copy(result.begin(), result.end(), static_cast(p_addr)); }); TVM_REGISTER_GLOBAL("meta_schedule.CostModelPyCostModel").set_body_typed(CostModel::PyCostModel); } // namespace meta_schedule } // namespace tvm