forked from huawei/mindspore2022
108 lines
5.6 KiB
C++
108 lines
5.6 KiB
C++
/**
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* Copyright 2019 Huawei Technologies Co., Ltd
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#ifndef MINDSPORE_CCSRC_KERNEL_TBE_TBE_KERNEL_BUILD_H_
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#define MINDSPORE_CCSRC_KERNEL_TBE_TBE_KERNEL_BUILD_H_
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#include <string>
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#include <unordered_map>
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#include <memory>
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#include <map>
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#include <utility>
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#include <vector>
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#include <nlohmann/json.hpp>
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#include "ir/dtype.h"
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#include "kernel/kernel.h"
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#include "pybind11/stl.h"
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#include "kernel/oplib/oplib.h"
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#include "kernel/tbe/tbe_adapter.h"
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namespace mindspore {
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namespace kernel {
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// kernel operate type used for generate json
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class TbeKernelBuild {
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public:
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static bool GetIOSize(const nlohmann::json &kernel_json, std::vector<size_t> *input_size_list,
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std::vector<size_t> *output_size_list);
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// Ub Fuison
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static bool GenFusionScopeJson(const std::vector<AnfNodePtr> &input_nodes,
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const std::vector<AnfNodePtr> &compute_nodes, nlohmann::json *fusion_str,
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std::string *fusion_kernel);
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static bool GetIOSize(const nlohmann::json &fusion_op_list, const std::vector<AnfNodePtr> &output_nodes,
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std::vector<size_t> *input_size_list, std::vector<size_t> *output_size_list);
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private:
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TbeKernelBuild() = default;
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~TbeKernelBuild() = default;
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static bool GenFusionDataInputJson(const std::shared_ptr<mindspore::AnfNode> &data_input, nlohmann::json *data_str,
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size_t *index);
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static bool GenFusionComputeJson(const mindspore::AnfNodePtr &compute_node,
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std::vector<std::vector<mindspore::AnfNodePtr>>::iterator *layer_iter,
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nlohmann::json *compute_op_str, std::string *fusion_kernel_name, size_t *index);
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static bool GenFusionComputeInputJson(const mindspore::CNodePtr &cnode,
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std::vector<std::vector<mindspore::AnfNodePtr>>::iterator *layer_iter,
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std::vector<nlohmann::json> *input_desc_list, size_t *index);
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static std::vector<size_t> GetDescOutputIndex(const std::vector<int> &output_used_nums);
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static bool GenFusionComputeOutputJson(const mindspore::CNodePtr &cnode,
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std::vector<nlohmann::json> *output_desc_list);
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static void GenDescJson(const std::shared_ptr<mindspore::AnfNode> &anf_node, size_t node_out_idx,
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size_t desc_output_idx, nlohmann::json *output_desc);
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static void GenReusedOutputDesc(const std::shared_ptr<mindspore::AnfNode> &anf_node, size_t index,
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size_t output_index, nlohmann::json *output_desc);
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static size_t GetIOSizeImpl(const nlohmann::json &desc);
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static bool GetInputLayers(const std::vector<mindspore::AnfNodePtr> &input_nodes,
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const std::vector<mindspore::AnfNodePtr> &compute_nodes,
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std::vector<std::vector<mindspore::AnfNodePtr>> *input_layers);
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static bool IsDynamicInput(const CNodePtr &cnode);
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static size_t GetOptionalInput(const CNodePtr &cnode, bool is_dynamic_input);
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};
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class TbeKernelJsonCreator {
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public:
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explicit TbeKernelJsonCreator(kCreaterType creater_type = SINGLE_BUILD) : creater_type_(creater_type) {}
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~TbeKernelJsonCreator() = default;
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bool GenTbeSingleKernelJson(const std::shared_ptr<AnfNode> &anf_node, nlohmann::json *kernel_json);
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std::string json_name() { return json_name_; }
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private:
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bool GenTbeInputsJson(const std::shared_ptr<AnfNode> &anf_node, const std::shared_ptr<OpInfo> &op_info,
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nlohmann::json *inputs_json);
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bool GenTbeOutputsJson(const std::shared_ptr<AnfNode> &anf_node, const std::shared_ptr<OpInfo> &op_info,
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nlohmann::json *outputs_json);
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bool GenTbeAttrJson(const std::shared_ptr<AnfNode> &anf_node, const std::shared_ptr<OpInfo> &op_info,
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nlohmann::json *attrs_json);
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void ParseAttrValue(const std::string &type, const ValuePtr &value, nlohmann::json *attr_obj);
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bool GenInputDescJson(const std::shared_ptr<AnfNode> &anf_node, size_t real_input_index, bool value,
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const std::shared_ptr<OpIOInfo> &input_ptr, const string &op_input_name, size_t input_i,
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std::vector<nlohmann::json> *input_list);
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bool GenOutputDescJson(const std::shared_ptr<AnfNode> &anf_node,
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const std::vector<std::shared_ptr<OpIOInfo>> &outputs_ptr, nlohmann::json *outputs_json);
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bool GenInputList(const std::shared_ptr<AnfNode> &anf_node, size_t input_tensor_num,
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const std::shared_ptr<OpIOInfo> &input_ptr, size_t *real_input_index, string *op_input_name,
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std::vector<nlohmann::json> *input_list);
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void GenOutputList(const std::shared_ptr<AnfNode> &anf_node, const size_t &output_obj_num,
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const std::shared_ptr<OpIOInfo> &output_ptr, size_t *output_idx,
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std::vector<nlohmann::json> *output_list);
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kCreaterType creater_type_;
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std::string json_name_;
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std::string json_info_;
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};
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} // namespace kernel
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} // namespace mindspore
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#endif // MINDSPORE_CCSRC_KERNEL_TBE_TBE_KERNEL_BUILD_H_
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