masahi commented on a change in pull request #5919: URL: https://github.com/apache/incubator-tvm/pull/5919#discussion_r447563925
########## File path: src/relay/backend/contrib/codegen_json/codegen_json.h ########## @@ -0,0 +1,353 @@ +/* + * 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 relay/backend/contrib/codegen_json.h + * \brief Utilities for json codegen and runtime + */ +#ifndef TVM_RELAY_BACKEND_CONTRIB_CODEGEN_JSON_CODEGEN_JSON_H_ +#define TVM_RELAY_BACKEND_CONTRIB_CODEGEN_JSON_CODEGEN_JSON_H_ + +#include <dmlc/any.h> +#include <dmlc/json.h> +#include <tvm/node/container.h> +#include <tvm/node/reflection.h> +#include <tvm/runtime/container.h> +#include <tvm/tir/op.h> + +#include <cstdint> +#include <limits> +#include <memory> +#include <string> +#include <vector> + +#include "../../../../runtime/contrib/json/json_node.h" +#include "../../../../runtime/contrib/json/json_runtime.h" +#include "../../utils.h" + +namespace tvm { +namespace relay { +namespace backend { +namespace contrib { + +using namespace tvm::runtime::json; + +using ShapeVector = std::vector<std::vector<int64_t>>; +using TypeVector = std::vector<std::string>; +using JSONGraphObjectPtr = std::shared_ptr<JSONGraphNode>; + +/*! + * \brief Helper class to extract all attributes of a certain op and save them + * into text format. + */ +class OpAttrExtractor : public AttrVisitor { + public: + explicit OpAttrExtractor(JSONGraphObjectPtr node) : node_(node) {} + + template <typename T = double, typename = std::enable_if_t<std::is_floating_point<T>::value>> + std::string Fp2String(const T value) { + std::ostringstream out; + out.precision(std::numeric_limits<T>::max_digits10); + out << value; + return out.str(); + } + + void SetNodeAttr(const char* key, const std::vector<std::string>& value) { + std::vector<dmlc::any> attr; + attr.emplace_back(value); + node_->SetAttr(key, attr); + } + + void Visit(const char* key, double* value) final { SetNodeAttr(key, {Fp2String(*value)}); } + + void Visit(const char* key, int64_t* value) final { SetNodeAttr(key, {std::to_string(*value)}); } + + void Visit(const char* key, uint64_t* value) final { SetNodeAttr(key, {std::to_string(*value)}); } + + void Visit(const char* key, int* value) final { SetNodeAttr(key, {std::to_string(*value)}); } + + void Visit(const char* key, bool* value) final { SetNodeAttr(key, {std::to_string(*value)}); } + + void Visit(const char* key, std::string* value) final { SetNodeAttr(key, {*value}); } + + void Visit(const char* key, DataType* value) final { + if (!value->is_void()) { + SetNodeAttr(key, {runtime::DLDataType2String(*value)}); + } else { + SetNodeAttr(key, {""}); + } + } + + void Visit(const char* key, runtime::ObjectRef* value) final { + if (const auto* an = (*value).as<ArrayNode>()) { + std::vector<std::string> attr; + for (size_t i = 0; i < an->size(); ++i) { + if (const auto* im = (*an)[i].as<IntImmNode>()) { + attr.push_back(std::to_string(im->value)); + } else if (const auto* fm = (*an)[i].as<FloatImmNode>()) { + attr.push_back(Fp2String(fm->value)); + } else if (const auto* str = (*an)[i].as<StringObj>()) { + String s = GetRef<String>(str); + attr.push_back(s.operator std::string()); Review comment: remove `operator std::string()` ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org
